Program: 24th Conference on Artificial Intelligence for Environmental Science (105th AMS Annual Meeting)

Virtual Poster Slam

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the Virtual Posters )

Virtual Poster Slam Session #1

Hosts: (Joint between the Virtual Posters; the 29th Conference of Applied Climatology; the 27th Conference on Atmospheric Chemistry; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the Fourth Symposium on Mesoscale Processes; and the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability )

Chairs: Kyle A. Hilburn; Michael S. Diamond, University of Washington, Seattle; Emily de Jong

V1

17AEROSOL How well does the SCREAM simulate deep convection during the TRACER?

Youtong Zheng Prof, University of Houston, Houston, TX; and R. K. T. Oware, M. Millangoda, H. Y. Ma, Y. Zhang, P. A. Bogenschutz, Y. Wen, and H. Jing

V1A

17AEROSOL A Case Study of Observations and WRF Simulations of the Impact of Airborne Glaciogenic Seeding on Orographic Clouds and Precipitation over the Payette River Basin.

Zhixing Xie, Univ. of Colorado Bol, Boulder, CO; and K. Friedrich, S. A. Tessendorf, J. R. French, L. Xue, PhD, S. Chen, and C. Hohman

V2

24AI AI-Assisted Polymer Design for Carbon Capture

Shivshankar Shivshankar, NEERI, Nagpur, India

V3

24AI Evaluation of Ensemble ML Rainfall and Snowfall Forecast Products for HMT FFaIR

Nathan A. Snook, CAPS, Norman, OK; and M. R. Baldwin, K. A. Brewster, J. Park, and A. Berrington

V4

24AI Data-Driven Modeling for Medium-Range Weather Prediction Using Different Architectures

Daniel Shawol Abdi, CIRES, Boulder, CO; and I. Jankov

V5

24AI Application of SuperPoint/SuperGlue Neural Network Architectures to Improve ABI Solar Channel Calibration Using Lunar Radiance

V7

24AI Climate Model Tuning Without Hyperparameters

V8

24AI Advanced Precipitation Estimation Using Weather Radar and Machine Learning: Applications and Results in Southern Brazil.

V9

24AI Using Multi-input Multi-output Autoencoders (MIMO-AE) to enhance predictability of Southeastern US Precipitation from Tropical Pacific Sea Surface Temperatures

Aarav Sahoo, Farragut High School, Farragut, TN; and S. Mahajan and L. S. Passarella

V10

24AI Improving Tropical Cyclone Track Forecasts Using Machine Learning for Different Ensemble Model Combinations

Abhay Bhaskar, Edison Academy Magnet School, Edison, NJ; and B. A. Colle

Handout (1.8 MB)

V11

24AI Assessing the Performance of Kolmogorov-Arnold Network in Satellite far-IR Surface Emissivity Retrieval

Zhenning Yang, University of Michigan, Ann Arbor, MI; and X. Chen, A. Schuster, X. Huang, B. Drouin, and T. S. L’Ecuyer

11A

24AI Machine Learning for Drainage Flow Prediction

Jun Liu, Chongqing Jiaotong Univ., Nanan, Chongqing, China; and J. Fang, Q. Zhao, J. Wang, S. Bhimireddy, J. Sun, D. A. R. Kristovich, and A. L. Hiscox

Handout (1.4 MB)

V12

29APPLIED A high-quality dataset for monthly pan evaporation in Mexico: 1961-2017

Evi Becerra Acosta, Universidad de Leon, Leon, Spain; and A. I. Calvo, J. Cortes, A. I. Quintanar, and R. Fraile

V13

25ARAM Location and Environmental Field Characteristics of Non-Mountain Wave Turbulence Around a Meiyu-Baiu Front

Soshi Ito, Keio Univ., Yokohama-shi, 14, Japan; and Y. Miyamoto

Handout (6.4 MB)

V14

27ATCHEM Long Term Trends of GOCI-II Aerosol Optical Properties: Continuation of GOCI Data Over 13 Years

JEEWOO LEE, Yonsei University, Seoul, South korea; Yonsei Univ., Seoul, Seodaemun-gu, Korea, Republic of (South); and J. Kim, S. Lee, M. Choi, and J. Lee

V15

27ATCHEM Investigating the Impacts of Wet Scavenging on Tropospheric Aerosols during ACTIVATE using FLEXPART Air Mass History and GEOS-Chem Simulations

Bo Zhang, National Institute of Aerospace / NASA LaRC, HAMPTON, VA; and H. Liu, G. Luo, L. Ziemba, R. H. Moore, M. Shook, G. Diskin, J. P. DiGangi, Y. Choi, and A. Sorooshian

Handout (1.9 MB)

V15A

27ATCHEM Performance Evaluation of Mega Dust Storm Predictions Using Dust Emission and Land Surface Schemes in WRF-Chem over South Korea

Ji Won Yoon, Severe Storm Research Center, Ewha Womans University, Seoul, South korea; Center for Climate/Environment Change Prediction Research, Ewha Womans University, Seoul, Korea, Republic of (South); and S. Lee and S. K. Park

V15B

27ATCHEM Atmospheric ammonia measurements at a coastal site along the east coast of the USA

Nebila Lichiheb, NOAA, Oak Ridge, TN; and M. Heuer, L. Myles, R. Saylor, and D. R. Gentner

Handout (1.7 MB)

V16

4MESO Identifying Mesoscale Convective Systems and Extreme Precipitation Associated in Northeastern North America with the Canadian Regional Climate Model (CRCM6).

Milena Alpizar, Université du Québec à Montréal, Montréal, QC, Canada; and P. Gachon and A. Di Luca

Handout (828.8 kB)

V17

13MJO Systematic Latitude Dependence of Convection-Circulation Coupling throughout the Northern Hemisphere Tropics

Rajat Masiwal, Indian Institue of Science, Bangalore, Karnataka, India; Indian Institue of Science, Bangalore, KA, India; and V. Dixit and A. Seshadri

Twisters Screening - Hosted by the Student Conference

Location: Great Hall A (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

7:30 PM

Welcoming Remarks

Newcomers Welcome and Information Exchange

Location: 232 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

2:30 PM

Welcoming Remarks

Session

Presidential Forum: Physical, Social, Cultural, and Economic Impacts: The Gulf Coast as a Microcosm of Global Change

Location: Great Hall A (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Annual Meeting Welcome and Annual Review

Location: Great Hall A (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Sixth Symposium on Diversity, Equity, and Inclusion; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

J1A

Deep Learning Methods and Applications for Improving Weather Forecasts I (Joint between the 24th Conference on Artificial Intelligence for Environmental Science and the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP))

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Haonan Chen, Cooperative Institute for Research in the Atmosphere (CIRA); Aaron J. Hill, Colorado State University

8:30 AM

J1A.1

Toward Integration of Artificial Intelligence to Improve Operational Data Assimilation for Numerical Weather Prediction

Daryl T. Kleist, NOAA/NWS/NCEP/EMC, College Park, MD; and R. Treadon, G. Vernieres, H. E. Liu, D. Holdaway, B. Hoover, A. Gholoubi, X. Tian, X. C. Jin, and M. Rancic

8:45 AM

J1A.2

Initializing a Numerical Weather Model with Neural Network Data Assimilation

Otavio Medeiros Feitosa, INPE, São José dos Campos, SP, Brazil; INPE, São José dos Campos - SP, SP, Brazil; and S. Freitas, H. F. D. C. Velho, and A. D. Chovert

9:00 AM

J1A.3

Applying Deep-Learning Technologies for Km-Scale Data Assimilation and LES Downscaling

Yubao Liu, NUIST, Nanjing, Jiangsu, China; and H. Fan and X. Wang

9:15 AM

J1A.4

Optimal Forecasts of the 2021 Pacific Northwest Heatwave from Deep-Learning Sensitivity Analysis

Gregory J. Hakim, University of Washington, Seattle, WA; University of Washington, Seattle, WA; and P. T. Vonich

9:30 AM

J1A.5

Pushing the Atmospheric Predictability Limit: Nonlinear Sensitivity Analysis for Optimized Initial Conditions

Peter T. Vonich, University of Washington, Seattle, WA; and G. J. Hakim

9:45 AM

J1A.6

On the use of Machine Learning Tools to Optimize Numerical Differentiation Schemes for Accuracy and Dispersion Control

Jorge Eduardo Guerra, NOAA, Denver, CO; and L. J. Wicker and D. S. Abdi

J1B

Artificial Intelligence for Hydrology and Flood Forecasting

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 24th Conference on Artificial Intelligence for Environmental Science; and the 39th Conference on Hydrology )

Cochairs: Kyle A. Hilburn; Sujay V. Kumar, PhD, GSFC; Forrest M. Hoffman, PhD, Earth System Science, NASA-JPL

8:30 AM

J1B.1

Towards Improving a Machine Learning Model for Excessive Rainfall in the Southwest United States

Jacob A Escobedo, Colorado State Univ., Fort Collins, CO; and R. S. Schumacher

8:45 AM

J1B.2

Evaluation of a Machine Learning Postprocessor to Mitigate QPF Errors for Mesoscale Convective Systems

Tyreek JaQuan Frazier, Iowa State University, Ames, IA; Iowa State University, Ames, IA; and A. Pathak, W. A. Gallus Jr., S. Dutta, and K. J. Franz

J1B.3

Improving the Predictability of Heavy Precipitation Events during the Nowcast Period using Convolutional Neural Networks

9:15 AM

J1B.4

Using Machine Learning and Geospatial Data to Predict Groundwater Occurrence of Arsenic in the Colorado Plateau

Austin Joseph Martinez, California State University, Dominguez Hills, Salinas, CA

Handout (3.1 MB)

9:30 AM

J1B.5

Large-sample CONUS-scale predictions of water quality: datasets and learning frameworks

Shuyu Chang, Penn State University, State College, PA; and D. Aboelyazeed, K. A. Sawadekar, D. Chavada, C. Shen, and K. Van Meter

9:45 AM

J1B.6

Causal Machine Learning for predicting Flood induced residential property damage in urban coastal regions

Mujungu Lawrence Museru, The University of Memphis, Memphis, TN; and R. Nazari and M. Karimi

Session J1B

FAIR and Open Data and Software within the Atmospheric and Ocean Sciences to Support Transparent, Reusable, and Efficient Research and Operations I

Location: 355 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; and the Sixth Symposium on Diversity, Equity, and Inclusion )

Cochairs: Douglas Schuster; Thomas Cram, NCAR

8:30 AM

1B.1

A Multi-modal, AI-ready Dataset of Atmospheric Observations for ML Applications

Daniel Alexander Rothenberg, Brightband, Frederick, CO; and J. Minsk, H. Mohrmann, and R. Keisler

8:45 AM

1B.2

Outcomes from the Innovations in Open Science (IOS) Planning Workshop: Community Expectations for a Geoscience Data Commons

Douglas Schuster, NSF NCAR, Boulder, CO; and M. S. Mayernik, J. clyne, and D. Ramsewak

Handout (3.4 MB)

9:00 AM

1B.3

The NCAR Climate Data Guide: Connecting Data Experts with Users

Nathan Lenssen, NCAR, Boulder, CO; Colorado School of Mines, Golden, CO; and D. Schneider, A. S. Phillips, and C. Deser

9:15 AM

1B.4

Pivoting Towards the Future of Open Science as a Data Repository

Riley Conroy, NCAR, Boulder, CO; and H. Hampapura

9:30 AM

1B.5

FAIR Skies Ahead: Citable and Reproducible Geoscience Educational and Research Workflows with Project Pythia

Kevin R. Tyle, University at Albany, State University of New York, Albany, NY; and D. Camron, J. clyne, O. Eroglu, R. Ford, M. A. Grover, J. Kent, R. M. May, J. Munroe, and B. E. J. Rose

9:45 AM

1B.6

Open Data Curation in the Cloud: Facilitating Transparency through Transformation of NCEI’s Data Stewardship and Curation Practices

Nancy A. Ritchey, National Centers for Environmental Information, Asheville, NC; NOAA, Asheville, NC

Handout (2.4 MB)

J1B

Responsible Integration of AI in Climate Modeling, Projections and Services

Location: 244 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 38th Conference on Climate Variability and Change; and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Annarita Mariotti; Pierre Gentine, Technische Universität München

8:30 AM

J1B.1

Reliable AI-Driven Climate Modeling for more Trustworthy Climate Projection (Invited Presentation)

Christopher Bretherton, Allen Institute for AI (Ai2), SEATTLE, WA

Handout (2.1 MB)

8:45 AM

J1B.2

Constraining AI-based Parameterizations for GCMs using Long-term Observations

Katherine Breen, GMAO, Greenbelt, MD; Morgan State University, Baltimore, MD; and D. Barahona, L. Liang, I. Popov, H. Zhao, and V. Jhaveri

9:00 AM

J1B.3

Validation of the Prithvi WxC Model Through Atmospheric Process Evaluation

ANKUR KUMAR, THE UNIVERSITY OF ALABAMA IN HUNTSVILLE, HUNTSVILLE, AL; and S. Roy, C. E. Phillips, R. Shinde, J. Schmude, V. Gaur, U. S. Nair, M. Maskey, and R. Ramachandran

9:15 AM

J1B.4

Enhancing the use of AI in the climate modeling community

Mark L. Carroll, NASA, Greenbelt, MD; and J. Li

9:30 AM

J1B.5

Trustworthy AI for Ocean Dynamics: A Semantics-Driven Approach to Southern Ocean Circulation (Invited Presentation)

Maike Sonnewald, University of California Davis, Davis, CA; and W. Yik, R. Lguensat, and M. Clare

9:45 AM

J1B.6

Estimating Decadal Trends in the Southern Ocean Carbon Storage using a Deep-Learning Model

Varvara Zemskova, University of Waterloo, Toronto, ON, Canada

Coffee Break

Hosts: (Joint between the Events; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Session 2A

Data-Driven Weather Modeling I: Applications Beyond Global Modeling

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Daniel Alexander Rothenberg; Christina E. Kumler, CIRA; Thomas M. Hamill

10:45 AM

2A.1

Huge Ensembles (HENS) of Hindcasts for Tropical Cyclones and Atmospheric RIvers using Spherical Fourier Neural Operators (SFNOs)

William D. Collins, LBNL, BERKELEY, CA; and A. Bowden, A. Zeba, and A. Mahesh

11:00 AM

2A.2

Kilometer-Scale Convection Allowing Model Emulation using Generative Diffusion Modeling

Yair Cohen, NVIDIA Research, Santa Clara, CA; and J. Pathak, K. Kashinath, M. S. Pritchard, N. D. Brenowitz, P. Garg, D. R. Durran, P. Harrington, A. Vahdat, M. Mardani, and S. Xu

11:15 AM

2A.3

Seasonal Sea Ice Forecasting with a Deep Learning Earth System Model

Zachary Ian Espinosa, University of Washington, Seattle, WA; and N. A. Cresswell-Clay, D. R. Durran, R. A. Moreno, and C. M. Bitz

11:30 AM

2A.4

WoFScast: A Machine Learning Model for Predicting Thunderstorms at Watch-to-Warning Scales

Montgomery L. Flora, CIWRO; NSSL, Norman, OK; and C. K. Potvin and R. Chase

11:45 AM

2A.5

Anemoi: an Open-Source framework for developing data-driven weather forecasts

Baudouin Raoult, ECMWF, Reading, United kingdom; and J. Dramsch, M. Chantry, S. Lang, M. Alexe, F. Pinault, M. Santa Cruz, H. Theissen, G. Mertes, and A. Prieto Nemesio

Session 2B

Testing, Metrics, and Validation Artificial Intelligence for Numerical Weather Prediction (AI4NWP)

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Rob Redmon; Monica Youngman; Galen Yacalis, Jupiter Intelligence

10:45 AM

2B.1

Extreme Weather Bench

Amy McGovern, NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography Univ. of Oklahoma (AI2ES), Norman, OK; and D. Rothenberg, N. Loveday, C. K. Potvin, E. Gilleland, and L. H. Kim

11:00 AM

2B.2

A Study of Derived Convective Parameters from Deep Learning Weather Prediction Models

Alexandra Mazurek, Colorado State University, Fort Collins, CO; and R. Lagerquist, R. S. Schumacher, I. Ebert-Uphoff, and J. T. Radford

11:15 AM

2B.3

Measuring Sharpness of AI-Generated Meteorological Imagery

Imme Ebert-Uphoff, CIRA, Fort Collins, CO; and L. Ver Hoef, J. Schreck, J. Stock, M. J. Molina, A. McGovern, M. Yu, W. Petzke, K. A. Hilburn, D. M. Hall, D. J. Gagne II, W. F. Campbell, J. T. Radford, J. Q. Stewart, and S. Scheuerman

11:30 AM

2B.4

Using Continuous Rank Probability Score Multi-Model Ensemble Machine Learning Method to Quantify Aleatoric and Epistemic Uncertainty for Improvement of Cold-Stunning Predictions

Christian Duff, NSF Artificial Intelligence Institute (AI2ES), Corpus Christi, TX; and M. C. White, J. Woodall, P. E. Tissot, and R. A. Lagerquist

11:45 AM

2B.5

Evaluating the Performance of AI-based and Traditional NWP Guidance for High Impact Winter Storms over the U.S. East Coast

Christian Spallone, Penn State University, State College, PA; and S. J. Greybush

J2

Applications of Artificial Intelligence to the Coastal Environment I

Location: 218 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 23rd Symposium on the Coastal Environment; and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Philippe E. Tissot; John A Callahan, University of Delaware

10:45 AM

J2.1

Changing the Course of the Future: The Growing Impact of AI on Coastal Science

Gregory Dusek,

11:00 AM

J2.2

Total Water Level Predictions for a Sandy Beach: Camera-Based Measurements and an Operational Machine-Learning Model

Marina Vicens-Miquel, Texas A&M University-Corpus Christi, Corpus Christi, TX; and P. E. Tissot, K. Colburn, D. D. Williams, M. J. Starek, J. A. Pilartes-Congo, M. A. Kastl, S. L. Stephenson, and A. Medrano, PhD

11:15 AM

J2.3

Leveraging AI and Rasterized UAS-Photogrammetry/LiDAR Data for High-Resolution Coastal Mapping

Mohammad Pashaei, Texas A&M University - Corpus Christi, Corpus Christi, TX; and M. J. Starek and J. Berryhill

11:30 AM

J2.4

Machine Learning Inland Compound Flooding Predictions for Corpus Christi, Texas

Felix Fuentes III, Texas A&M Univ.-Corpus Christi, Corpus Christi, TX; and M. Vicens-Miquel and P. E. Tissot

11:45 AM

J2.5

Physics Informed Machine Learning for Rapid and Enhanced Tropical Cyclone Forecasts

Mark Stephan Bartlett Jr., The Water Institute, Baton Rouge, LA; and N. Geldner, N. Howes, Z. Cobell, and R. Luettich

Session J2B

FAIR and Open Data and Software within the Atmospheric and Ocean Sciences to Support Transparent, Reusable, and Efficient Research and Operations II

Location: 355 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); and the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science )

Cochairs: Douglas Schuster; Thomas Cram, NCAR

10:45 AM

2B.1

“Powered by”, ECMWF Open and Modernized approach beyond the Climate and Atmosphere Data Stores.

Angel Lopez Alos, ECMWF, Reading, United kingdom

11:00 AM

2B.2

Progress on the migration to GRIB2 at ECMWF

Robert Osinski, ECMWF, READING, RDG, United kingdom; and M. Griffith, S. Najm, and S. VILLAUME, PhD

11:15 AM

2B.3

Discovering and Accessing Atmospheric Science Literature and Data with the Science Explorer

Edwin Henneken, Harvard-Smithsonian Center for Astrophysics, Cambridge, MA; and T. S. Team

11:30 AM

2B.4

Leveraging FAIR Principles for Efficient Management of Meteorological Radar Data

Alfonso Ladino, University of Illinois Urbana-Champaign, Urbana, IL; and M. A. Grover, S. W. Nesbitt, and K. Mühlbauer

11:45 AM

2B.5

NOAA’s Next Generation Fire Detection Service: Leveraging Space Assets to Provide Critical Information to Fire Managers and the Public

Evan McQuinn, NESDIS, Silver Spring, MD; and L. Mayo

Lunch Break

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Daily Weather Briefings

Location: 229 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

J3

Applications of Artificial Intelligence to the Coastal Environment II

Location: 218 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 23rd Symposium on the Coastal Environment; and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Philippe E. Tissot; Gregory Dusek, NWS; Peyman Taeb

1:45 PM

J3.1

Deployment of Lower Cost Water Level Sensors and Machine Learning Models for Local Coastal Inundation Monitoring and Predictions

Jacob Alonzo, Texas A&M Univ.-Corpus Christi, Corpus Christi, TX; and P. E. Tissot, A. Beasley, M. Vicens-Miquel, R. Shelly, and F. Tissot

2:00 PM

J3.2

Enhancing Coastal Resilience Using Hyperlocal Water Level Sensor Networks and AI

Ryan T Searcy, Hohonu, Inc., Honolulu, HI; and K. Mukai, O. Wattenmaker, and B. Glazer

2:15 PM

J3.3

Using Machine Learning for Enhanced Seasonal Water Level Predictions in the Great Lakes

Yi Chen, Michigan Technological University, Houghton, MI; Michigan Technological University, Houghton, MI; and P. Xue and C. Wang

2:30 PM

J3.4

Data-Driven Methods for Ocean Surface Wave Measurements in the Coastal Arctic Using Submarine Fiber Optic Cables

Jacob Davis, University of Washington, Seattle, WA; and J. Thomson and M. Smith

J3.5

Surge-NF: Neural Fields inspired Storm Surge Surrogate Modeling with Multi-task Learning and Positional Encoding

J3A

Using AI and Digital Twin Technologies to Advance Scenario Planning

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 24th Conference on Artificial Intelligence for Environmental Science; and the 41st Conference on Environmental Information Processing Technologies )

Cochairs: Ryan Harris; Marie Nguyen, Booz Allen Hamilton

1:45 PM

J3A.1

Digital Twin Technologies for Enhanced Power Grid Resilience to Extreme Weather

Malaquias Peña, University of Connecticut, Storrs, CT; and A. Unlu

2:00 PM

J3A.2

Destination Earth's digital twins - state of play

Irina Sandu, ECMWF, bonn, Germany; and F. Pappenberger

2:15 PM

J3A.3

US and EU begin planning for the development of a coordinated Digital Twin to better understand and mitigate the impact of tropical cyclones in the Caribbean

Jennifer A.B. Webster PhD, PhD, NOAA, Stennis Space Center, MS; NOAA/NESDIS/NCEI, Boulder, CO; and E. Kihn, F. Pappenberger, G. Piesiewicz, R. Redmon, and S. Siemen

2:30 PM

J3A.4

NCAR Community Research Earth Digital Intelligence Twin (CREDIT) (Core Science Keynote)

David John Gagne II, NSF NCAR, Boulder, CO; and J. Schreck, W. E. Chapman, Y. Sha, S. McGinnis, A. Kazadi, D. Kimpara, N. Sobhani, and B. Kirk

Monday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 13th AMS Conference for Early Career Professionals; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

E1

21OESS NOAA-21 Products Update and Enterprise Product Operations in NESDIS Common Cloud Framework

Shuang Qiu, NESDIS, College Park, MD; and J. D. Evans and Z. Cheng

E2

41EIPT Ensuring Operational Resilience during Critical Weather Days: NWS Strategies to Protect Mission Delivery on the Most Dangerous Days

Robert R. Handel, NWS, College Park, MD

E4

20Society Diurnal and Seasonal Patterns of Convective Weather Hazards across Tennessee and Their Likelihood of Causing Harm

Kelsey N Ellis, Univ. of Tennessee, Knoxville, Knoxville, TN; and C. Hannel, J. First, and D. A. Herrera

E5

33WAF/29NWP Lessons from a Dynamic and Statistical Analysis of Giant Hail Environments in NE Italy

Francesco De Martin, University of Bologna, Bologna, BO, Italy; and A. Manzato, N. Carlon, M. Setvák, and M. M. Miglietta

Manuscript (245.3 kB)

E6

39Hydro The Mechanism of Low-Level Jet Formation during the Rainy Season in the Yangtze River Basin in 2024

chunguang cui, Institute of Heavy Rain,CMA, Wuhan, China

E7

17Aerosol Winter Orographic Cloud Seeding in SNOWIE: Insights from Ensemble Simulation

Sisi Chen, NCAR, Boulder, CO; and Z. Xie, Y. Zhang, L. Xue, PhD, C. Hohman, S. A. Tessendorf, K. Friedrich, J. R. French, B. N. Geerts, T. J. Zaremba, J. K. Wolff, R. M. Rauber, C. Weeks, N. Dawson, and S. Parkinson

E8

16Energy On the Prediction of Future Energy Demands in New York State

Kaiden Patrick Sookdar, SUNY Albany, Albany, NY; and H. Gamarro, J. E. González-Cruz, T. L. Nguyen, R. Kadavil, and H. Hooshyar

E9

15R2O GREMLIN use at the National Weather Service office in Pago Pago, American Samoa

Scott S. Lindstrom, CIMSS, Madison, WI; and E. LUTU-McMOORE, T. Meredith, J. LaPlante, K. A. Hilburn, E. Jacobsen, L. Cronce, B. Rapp, L. Byerle, and J. K. Zajic

E10

39Hydro Linking Groundwater and Land Surface Processes with the Coupled NASA Land Information System and ParFlow Framework

Fadji Zaouna Maina, USRA, Greenbelt, MD; and D. Rosen, P. Abbaszadeh, C. Yang, S. V. Kumar, PhD, M. Rodell, and R. M. Maxwell

E11

25SMOI The Impact of Urban Heat Island on Precipitation Patterns in the Greater Washington D.C. Region

Neil Crosby, NCAS, College Park, MD; NCAS, Grovetown, GA; and K. L. Pryor and R. K. K. Sakai

E12

17Aerosol On the Prediction of Aerosol-Cloud Interactions within a Data-driven Framework

XIANGYU Li, PNNL, Richland, WA; and H. N. Wang, T. Chakraborty, A. Sorooshian, L. Ziemba, C. Voigt, and K. L. Thornhill

E13

7Tropical Attributing the Impacts of Future Ocean Warming Over the Gulf of Mexico on Landfalling Hurricanes Over the Texas Coast

SHANRU TIAN, University of Texas at Arlington, ARLINGTON, TX; Univ. of Texas at Arlington, Arlington, TX; and Y. Zhang and L. Lu

E14

24AI Downscaling Model Guidance to Support the Gridded Forecast Process in Areas of Complex Terrain in OCONUS

Kirana Olympia Bergstrom, CIRES, Boulder, CO; and E. M. Petrescu and J. Q. Stewart

E16

16Health Mapping the Health Impacts of Urban Heat on Local Populations in the Arid Negev Region of Israel

David Pearlmutter, Ben-Gurion University of the Negev, Midreshet Ben Gurion, Israel; and M. Eshkoli Pincu

Coffee Break

Hosts: (Joint between the Events; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Formal Poster Viewing and Coffee Break

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Artificial Intelligence for Hydrology and Flood Forecasting (Joint between the 24th Conference on Artificial Intelligence for Environmental Science and the 39th Conference on Hydrology) Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Towards a Road Weather Impacts Prediction System: Data-Driven Modeling and Prediction of Flash Flood Impacts

126

Using Machine Learning Methods for Urban Flood Modeling in New York City

Shima Kamali, The City College of New York, New York, NY; and R. Khanbilvardi and A. Haider

127

Using Artificial Intelligence and Remote Sensing for Urban Flooding Risk Assessment: A Case Study of Mumbai, India

Ali Haider, The City College of New York, New York, NY; and R. Khanbilvardi and S. Kamali

128

Machine Learning Probability Ensembles for Medium-Range Excessive Rainfall Prediction

Aaron J. Hill, Univ. of Oklahoma, School of Meteorology, Norman, OK; NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES), Norman, OK; and R. S. Schumacher

129

Forecasting Hurricane-Induced Storm Surge by Forcing STOFS-2D-Global with AI-Generated Nudged Winds

Manmeet Singh, The University of Texas at Austin, Austin, TX; and A. R. Cerrone, N. Sudharsan, PhD, Z. L. Yang, J. Westerink, C. Dawson, and D. Niyogi

130

DeepFlood: High Resolution Labeled Optical and SAR Dataset for Accurate Flood Mapping and Segmentation

Leila Hashemi Beni, NC A&T State University, Greensboro, NC; and M. Fawakherji, M. Anokye, and J. Blay

Improvements to Subseasonal-to Seasonal and Seasonal-to-Decadal (S2S/S2D) Predictions using Novel Statistical, Machine and Deep Learning Methods Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

131

The Use of Observations in Learning Optimal Masks for California Temperature Prediction

McKenna Lee Eichenauer, Purdue University, Westfield, IN; Purdue University, West Lafayette, IN; and M. Fernandez, J. Landsberg, and E. A. Barnes

132

Subseasonal-to-Seasonal Analog Forecasting Using Machine Learning and Uncertainty Quantification

Jacob Landsberg, Colorado State Univ., Fort Collins, CO; and E. A. Barnes, M. Fernandez, and M. Newman

133

Probabilistic Subseasonal-to-Seasonal Prediction of Precipitation in E3SM

Jolan von Plutzner, Colorado State University, Fort Collins, CO

134

"Am I Confused or Is This Confusing?": Deep Uncertainty Quantification of North Pacific SST Variability

Devin M McAfee, Colorado State University, Fort Collins, CO; and E. A. Barnes

135

Predicting and Interpreting Atmospheric Blocking Using Convolutional Neural Networks and Explainable-AI Techniques

William Stevens, Purdue University, West Lafayette, IN; and Y. Hu, A. N. Nhu, H. Peng, Y. Zhang, and L. Wang

Integrating Chaotic Dynamics and Machine Learning for Medium-term Drought Prediction

Monday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 13th AMS Conference for Early Career Professionals; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

E17

38CVC Validating Hydroclimate Signals Around Sudden Stratospheric Warmings

Jonathan Lee, Cornell University, Forest Hills, NY; and P. Hitchcock, Y. Dai, and F. Lehner

E18

34Education Extending the Science: Examples of Education and Community Engagement during NSF NCAR-Support Field Campaigns

Daniel Zietlow, NSF NCAR, Boulder, CO; and C. A. Wolff, E. B. McUmber, P. S. Tsai, J. A. Aquino, R. Haacker, and L. Medina Luna

E19

34Education Increasing Student Understanding of Severe Storms in an Era of Climate Change: Online Interactives to Explore Observed and Projected Changes in Convective-Storm Related Hazards

Amy J. Stevermer, UCAR, Boulder, CO; and K. LaConte, J. T. Allen, R. Payo, and M. S. Rummel

E20

41EIPT NOAA Satellite Oceanographic Products Scientific Stewardship and Development at NEDSIS National Centers for Environmental Information (NCEI): Data Archival, Public Access and Production based on Machine Learning

Yongsheng Zhang, NESDIS/National Centers for Environmental Information (NCEI) and ESSIC/CISESS at University of Maryland College Park, Silver Spring, MD; and J. Frech and H. M. Zhang

E21

41EIPT Cloud-Based Time Series Analysis of Extremes: Use Cases and Applications

Suhung Shen, NASA GSFC GESDISC, Greenbelt, MD; and Z. Liu, A. Heath, L. Iredell, M. Hegde, and C. Smit

E22

41EPIT Comprehensive Access to Global Geostationary Satellite Data and Imagery: Leveraging SLIDER and SLIDER Archive

Zayd Paul Amundson, CIRA, Fort Collins, CO; and K. Micke and C. Seaman

E23

41EIPT The Field Campaign Explorer (FCX): A Cloud-Based, Three-Dimensional Visualization System for Multiple, Coincident Datasets

Navaneeth Selvaraj, Global Hydrometeorology Resource Center DAAC, Huntsville, AL; and G. T. Stano, I. Sivasamy, W. Ellett, and S. Graves

E24

41EIPT Progress Towards Operational Implementation of Convective Warnings using Hazard Services at the National Weather Service

Emily Elizabeth-Janssen Schlie, CIRA, Alexandria, VA; and C. V. Dreisbach, C. Golden, Y. Guo, D. M. Kingfield, J. Ramer, and S. zhuo

E25

15R2O Impact of Aerosol Forcing on UFS-Based Seasonal-Length Predictions

Benjamin W. Green, CIRES, Boulder, CO; NOAA/OAR/Global Systems Laboratory, Boulder, CO; and S. Sun and W. Wang

E26

15R2O Enhancing Dataset Discovery and Usage Tracking in Earth Sciences: Integrating Knowledge Graphs and Large Language Models

Irina Gerasimov, NASA, Ellicott City, MD; NASA, Greenbelt, MD; ADNET, Bethesda, MD; and A. Mehrabian, J. Alfred, B. KC, A. Savtchenko, PhD, NASA/GSFC/ADNET, K. Gilbert, and J. Wei

E27

15R2O Improvements of Severe Weather Prediction - A Proxy of Next Generation Satellite Sounding Observations

William L. Smith Sr., CIMSS, Madison, WI; and A. DiNorscia, W. L. Smith Jr., S. S. Lindstrom, and A. Heidinger

Handout (3.3 MB)

E28

20Society Audience Perceptions of an Interactive Version of the SPC Convective Outlook

Zoey Rosen, Univ. of Oklahoma, Norman, OK; and S. R. Ernst, B. J. Fellman, M. Krocak, J. Ripberger, and C. Karstens

E29

33WAF/29NWP A Collaborative Approach to Improving the National Blend of Models Sustained Wind Speed and Gust Forecasts for the Coastal Waters of the Florida Keys

Session 4B

Improvements to Subseasonal-to Seasonal and Seasonal-to-Decadal (S2S/S2D) Predictions using Novel Statistical, Machine and Deep Learning Methods

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Nachiketa Acharya; Johnna Infanti; Marybeth Arcodia; Mark Olsen, NOAA/OAR/OWAQ

4:30 PM

4B.1

Extending Data-Driven Ensemble Forecasts to Subseasonal Timescales

Sean Ridge, Salient, Cambridge, MA; Salient Predictions, Cambridge, MA; and V. Cikojević, F. Bartolić, B. Zimmerman, T. Dickinson, and S. Levang

4:45 PM

4B.2

How do AI Data-driven Models Compare with Physics-based Models in Predicting ARs and Extreme Precipitation in the Western US at Subseasonal Lead Times?

Agniv Sengupta, SIO, La Jolla, CA; and J. L. Bano Medina, Z. Liu, Z. Yang, J. Wang, Z. Zhang, M. J. DeFlorio, and L. Delle Monache

5:00 PM

4B.3

Exploring Sub-Basin Seasonal North Atlantic Tropical Cyclone Projections Using Machine Learning

Andrew E. Mercer, Mississippi State Univ., Mississippi State, MS; and R. West, H. Lopez, and S. K. Lee

5:15 PM

4B.4

Improving S2S Predictibility of Hydrological Quantities Over California with Novel Data-Based Modelling

Patrick D. Broxton, University of Arizona, Tucson, AZ; and X. Zeng, W. D. Scheftic, M. A. Brunke, and A. Ouyed

5:30 PM

4B.5

Process-Oriented Evaluation of Dynamical Models for Seasonal Prediction Using Causal Networks

Nachiketa Acharya, Spire Global, Inc., Vienna, VA

5:45 PM

4B.6

Probabilistic Forecasting from Weeks to Years Using AI Models

Benjamin Toms, Climavision, Fort Collins, CO; and J. Antic and J. Cahill

J4

AI Applications in the Energy Sector

Location: 217 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 16th Conference on Weather, Water, Climate, and the New Energy Economy; and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Christina E. Kumler, CIRA; Charles Jones, University of California, Santa Barbara

4:30 PM

J4.1

Enhancing the Retrieval Accuracy of Surface Solar Radiation from Meteosat with AI-Based Emulation and Fine-Tuning

Kevin Roy Schuurman, Delft University of Technology, delft, ZH, Netherlands; Bern University of Applied Sciences, Biel, Bern, Switzerland; and A. Meyer

4:45 PM

J4.2

Optimizing Intra-Hour Solar Forecasts with Satellite-Driven Deep Learning Models

Eric P. Grimit, Vaisala, Louisville, CO; and S. Karanko, J. McCaa, and T. Revolinski

J4.3

Integrating Multi-Modal Data to Predict Flooding Impacts on Agriculture and land energy infrastructure.

5:15 PM

J4.4

Estimating High-Resolution Wind Speed Profiles from a Reanalysis Dataset using TabNet: A Transfer Learning Approach

Harish Baki, University at Albany, Albany, NY; and S. Basu

5:30 PM

J4.5

Implementation and Validation of an Offshore-specific Machine Learning Surface Layer Model in WRF

Patrick Hawbecker, NCAR, Boulder, CO; NCAR, Boulder, CO; and S. E. Haupt, PhD, Atmospheric Science, S. M. Dettling, D. J. Gagne II, and B. Kosovic

5:45 PM

J4.6

Floating Wind in a Changing Climate: Linking Metocean Conditions, Control, Reliability, and Grid using Scientific ML

Larry K. Berg, Pacific Northwest National Laboratory, Richland, WA; and J. Fan, K. Smith, S. Abhyankar, T. Douville, J. Drgona, S. Glavaski, K. Johnson, and D. Vrabie

Session J4A

Cloud-Based User Services to Support Data Use in the User Community

Location: 355 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); and the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science )

Chair: Eugene F. Burger, PMEL

Cochairs: Nazila Merati, NESDIS; Douglas Schuster; Kevin R. Tyle, NCAR

4:30 PM

4A.1

WIS2: Wmo's Data Sharing for the 21st Century - a WMO Region IV Perspective

Kari L. Sheets, NOAA, Brooklyn, NY; and S. Olson and T. Kralidis

4:45 PM

4A.2

Advancing Climate and Environmental Data Access: The Evolution of NOAA's Open Data Dissemination Program

Jenny Dissen, NC Institute for Climate Studies / NOAA Open Data Dissemination, Asheville, NC; and A. Simonson, P. Keown, K. Szura, O. Brown, J. Brannock, and D. Willett

5:00 PM

4A.3

Digital Data Services at the UK Met Office: From Open Data to Channel Partners

Simon Brown, UKMO, Exeter, DEV, United kingdom

5:15 PM

4A.4

The NESDIS Common Cloud Framework (NCCF) Technologies and Opportunities

Chris OConnors, NOAA, Burke, VA

5:30 PM

4A.5

Strategies and Services to Support AI-Ready Data within the NESDIS Common Cloud Framework (NCCF)

Inger Marie Kittle, NESDIS, Silver Springs, MD; and T. Christensen, L. BI, and M. Zweng

5:45 PM

4A.6

Seamless Arrays: A Full Stack, Cloud-Native Architecture for Fast, Scalable Data Access

Joseph J Hamman, Earthmover PBC, Seattle, WA; and R. Abernathey and D. Cherian

J4A

Deep Learning Methods and Applications for Improving Weather Forecasts II (Joint between the 24th Conference on Artificial Intelligence for Environmental Science and the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP))

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Huiling Yuan, Nanjing University; Kaitlyn R. Jesmonth, SUNY Oswego

4:30 PM

J4A.1

Leveraging Machine Learning to Improve Short-Term PQPF

Timothy Thielke, CIRES, Boulder, CO; NOAA, College Park, MD; and J. A. Nelson Jr.

4:45 PM

J4A.2

Improving Ensemble Extreme Precipitation Forecasts Using Generative Artificial Intelligence

Yingkai Sha, NCAR, Vancouver, BC, Canada; and R. A. Sobash and D. J. Gagne II

5:00 PM

J4A.3

Improving the Intense Rainfall Forecast with a Fusion Rain Network

Qi Zhong, China Meteorological Administration, Beijing, 11, China; and X. Yao

Handout (2.2 MB)

J4A.4

Predicting 60-Minute Hail Swaths Using Advanced Machine Learning Models on AWSSageMaker

5:30 PM

J4A.5

Quantifying the Value of Convection-Allowing Global-Nested Ensembles for Extended-Range Severe Weather Forecasting using Random Forests

Michael J. Hosek, Cooperative Institute for Severe and High Impact Weather Research and Operations (CIWRO), Norman, OK; National Severe Storms Laboratory, Norman, OK; University of Oklahoma, Norman, OK; and K. A. Hoogewind, A. J. Clark, L. M. Harris, K. Y. Cheng, and L. Zhou

5:45 PM

J4A.6

Improving Cloud Forecasts using AI-enhanced WRF

C. Lyn Comer, Northrop Grumman Corporation, Fairfax, VA; and B. D. Felton, M. E. Craddock, H. Kiley, and C. Wiley

Exhibit Hall Opening Reception

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Twisters Screening - In partnership with the WRN Symposium

Location: Great Hall A (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

8:00 PM

Welcoming Remarks

Session 5A

Data-Driven Weather Modeling II: Innovations in Global Modeling

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Daniel Alexander Rothenberg; Christina E. Kumler, CIRA; Thomas M. Hamill

8:30 AM

5A.1

AIFS – ECMWF’s Data-Driven Forecasting System

Matthew Chantry, ECMWF, Reading, OXF, United kingdom; and S. Lang, M. Alexe, J. Dramsch, B. Raoult, M. Clare, M. Santa Cruz, S. Hahner, R. Adewoyin, F. Pinault, A. Prieto Nemesio, G. Moldovan, L. Magnusson, Z. Ben Bouallegue, S. Tietsche, E. M. Pinnington, J. Schloer, A. Brown, F. Pappenberger, and F. Rabier

8:45 AM

5A.2

GenCast: Diffusion-based Ensemble Forecasting for Medium-range Weather

Ilan Price, Google DeepMind, London, London, United kingdom; and A. Sanchez-Gonzalez, F. Alet, T. R. Andersson, A. El-Kadi, D. Masters, T. Ewalds, J. Stott, S. Mohamed, P. Battaglia, R. Lam, and M. Willson

9:00 AM

5A.3

Observation-driven Machine Learning Forecasts of Global Weather

Ryan Keisler, Brightband, San Francisco, CA; and G. Dresdner, J. Bieker, H. Mohrmann, D. Rothenberg, J. Green, A. McGovern, and J. Minsk

9:15 AM

5A.4

Aurora: A Foundation Model of the Atmosphere

Paris Perdikaris, Microsoft Research, Amsterdam, NH, Netherlands; and J. Gupta

9:30 AM

5A.5

NVIDIA Earth-2: 2024 AI Research Highlights Spanning Emulation, Forecasting, Huge Ensembles, Downscaling & Data Assimilation.

Karthik Kashinath, NVIDIA Research, Santa Clara, CA; and M. Pritchard, N. D. Brenowitz, J. Pathak, Y. Cohen, P. Garg, S. Ravuri, D. R. Durran, T. Ge, A. Subramaniam, B. Bonev, T. Kurth, M. Mardani, A. Vahdat, D. M. Hall, and S. Posey

9:45 AM

5A.6

Operationally Ready High-resolution Global Precipitation Nowcasting

Shreya Agrawal, Google, Mountain View, CA; Google, Mountain View, CA; 1600 Amphitheatre Parkway, Mountain View, CA; and M. Alewi Hassen, D. Li, S. Potes, S. Merchant, F. Zyda, B. Babenko, O. Graham, T. Russell, E. Brempong, S. Rasp, N. Kalchbrenner, P. Gupta, J. Hickey, and A. Bell

Session 5B

Exploring the Pipeline from Trustworthy AI to Effective Delivery of Decision-Support Services

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Monica Youngman; Jebb Q. Stewart, ESRL

8:30 AM

5B.1

2025 Update on the NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES)

Amy McGovern, NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography Univ. of Oklahoma (AI2ES), Norman, OK

8:45 AM

5B.2

Exploring the Meaning of Trustworthy and Ethical AI through the Lens of Knowledge Graphs for Explainable AI Infrastructure.

Ryan Riccucci, Customs & Border Protection, Tucson, AZ; Department of Homeland Security, Tucson, AZ; and A. Mitchell

9:00 AM

5B.3

Hierarchical Superpixel Explanations Improve XAI Attribution Methods for Geospatial Models

Evan Andrew Krell, Texas A&M Univ. - Corpus Christi, Corpus Christi, TX; and A. Mamalakis, S. A. King, P. E. Tissot, and I. Ebert-Uphoff

9:15 AM

5B.4

National Weather Service (NWS) Forecasters' Perceptions of AI/ML and its Use in Operational Forecasting

Christopher D. Wirz, NSF NCAR, Boulder, CO; and J. L. Demuth, M. G. Cains, M. C. White, J. T. Radford, and A. Bostrom

9:30 AM

5B.5

Tropical Storms, Translations, and Trust: AI's Influence on Spanish Speaking Communities' Weather Risk Perceptions

America Rosario Gaviria Pabon, Institute for Public Policy Research and Analysis, Norman, OK; CIWRO/NSSL/Behavioral Insights Unit, Norman, OK; University of Oklahoma, Norman, OK; CIWRO, Norman, OK

9:45 AM

5B.6

From Data to Decision: Exploring User Engagement with Machine Learning Models During Cold-Stunning Events

Miranda Carolyne White, NOAA Center for Coastal and Marine Ecosystems, Corpus Christi, TX; Texas A&M Univ.-Corpus Christi, Corpus Christi, TX; NSF AI Institute (AI2ES), Corpus Christi, TX; and C. D. Wirz, M. G. Cains, J. L. Demuth, J. Q. Stewart, and P. E. Tissot

Session J5A

Cloud Computing for Big Data in Atmosphere, Ocean, and Climate I

Location: 344 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); and the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science )

Chair: Eugene F. Burger, PMEL

Cochairs: Tiffany C. Meyer, UCAR/Unidata; Amanda R. Siems-Anderson, NCAR; Scott M. Collis

J5A.1

Visualization Tools and Techniques for Unstructured Meshes in the Atmospheric Sciences

8:45 AM

J5A.2

NWS VLab Gitlab Services Support Multiple Ken’s 10 Initiatives to Transform the NWS Software Development Process

KENNETH SCOTT SPEROW, NWS, Silver Spring, MD; and C. Lauer and J. E. Burks

9:00 AM

J5A.3

Expanding Access to Advanced Scientific Workflows: The NSF Unidata Science Gateway Leverages Innovative Capabilities of the NSF Jetstream2 Cloud for Atmospheric Science Education

Julien Chastang, UCAR, Boulder, CO; and A. Espinoza

9:15 AM

J5A.4

DESI - A Maturing Decision Support Tool for Visualizing Ensemble-based Numerical Weather Data

Rob Howlett, CIRA, Fort Collins, CO; GSL - Global Systems Laboratory, Broomfield, CO; and T. Wilson, J. Q. Stewart, D. D. Nietfeld, K. Fenton, C. Vaughn, K. Anderson, A. A. Coleman, J. T. Radford, and C. Kahler

9:30 AM

J5A.5

The NESDIS Common Cloud Framework (NCCF): NCCF Operational Performance Data Pipeline Processing demonstration from data ingest to data distribution utilizing the NCCF Kibana Dashboard to illustrate the “data flow”.

Mei-Ling Freeman, NOAA, Silver Spring, MD

9:45 AM

J5A.6

Science Product Lifecycle in the NOAA NESDIS Common Cloud Framework

Melissa Zweng, NOAA, Silver Spring, MD; NOAA, Silver Spring, MD; and K. Cermak, G. A. Villamil-Otero, L. BI, J. Yang, E. Borders, I. kittle, M. Choudhury, W. Leverenz, C. Burnett, and W. W. Wolf

Coffee Break

Hosts: (Joint between the Events; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

PD6B

Charting the Course of Artificial Intelligence for Weather Prediction: Where are we Today and Where are We Going?

Location: La Nouvelle C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Presidential Conference; and the 24th Conference on Artificial Intelligence for Environmental Science )

Moderator: Michael Morgan, Assistant Secretary of Dept of Commerce for Environmental Observation

Panelists: Matthew Chantry; Monica Youngman; Peter Battaglia; Dale R. Durran

Discussion

Michael Morgan, NOAA - Assistant Secretary of Commerce for Environmental Observation and Prediction, Washington, DC

Lunch Break

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Daily Weather Briefings

Location: 229 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Session J7A

Cloud Computing for Big Data in Atmosphere, Ocean, and Climate II

Location: 344 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); and the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science )

Chair: Eugene F. Burger, PMEL

Cochairs: Tiffany C. Vance, NOAA; Scott M. Collis; Scott S. Lindstrom

1:45 PM

7A.1

Ocean and Coastal Community Modeling in the Cloud: A Sunny Solution to Overcoming Challenges

Breanna Vanderplow, NOAA, Seattle/Silver Spring, WA; and T. C. Vance, M. Lalime, K. Powell, P. Tripp, T. Fanara, Z. Willis, M. Alvis, M. Wengren, and D. Snowden

2:00 PM

7A.2

Innovative Approaches in Coastal Cloud Modeling

Katherine Moore Powell, Lynker, Leesburg, VA; and Z. Wills, M. Alvis, T. C. Vance, M. Lalime, M. Wengren, B. Vanderplow, and D. Snowden

2:15 PM

7A.3

Optimizing and Observing Model Data at Scale

Jonathan Joyce, Tetra Tech, South Kingstown, RI; and K. Knee, J. Doyle, D. Moretti, T. C. Vance, D. Snowden, and M. Wengren

2:30 PM

7A.4

Progress on Weather, Climate and Environmental Data Exploitation Platforms from the Meteorological Service of Canada

Didier Davignon, MSC, Dorval, QC, Canada

2:45 PM

7A.5

A Python Roadmap for Accessing and Interfacing with Big Climate Data in Cloud Storage Providers

Ryan Paul Lafler, MS, Premier Analytics Consulting, LLC, Spring Valley, CA; San Diego State University, San Diego, CA; and S. S. Shen and M. D. Goldberg

Handout (1.6 MB)

PD7

Weather, Artificial Intelligence, and NOLA Community

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Moderator: Christina E. Kumler, CIRA

Panelists: Damon Singleton; Phillipe Tissot, Conrad Blucher Institute for Surveying and Science

1:45 PM

Discussion

2:00 PM

Damon Singleton

2:15 PM

Philippe Tissot

Tuesday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

7Tropical Evaluating Satellite Tropical Cyclone Intensity Products During Rapid Intensification Events

13LIDAR Development of the Best Estimate Planetary Boundary Layer Height with ARM Ground-based Remote Sensing Measurements

E30

FireWx Forecasting Wildfire Emissions within NOAA's Rapid-Refresh Forecasting System Using a Modulated Persistence Approach

Johana Romero-Alvarez, CIRES/NOAA-GSL, Boulder, CO; and H. Li, J. Schnell, E. P. James, S. Bhimireddy, S. Kondragunta, X. Zhang, F. Li, C. Fite, R. Ahmadov, and C. Hartsough

E31

25SMOI Web Platforms for Visualizing Monthly and Daily Land Surface Anomalies

Kenny Yunhui Wu, University of Maryland, Sunnyvale, CA; and P. Yu and J. Peng

E32

7TROPICAL Typhoon Intensification and Nuclear Power Plant Vulnerability in Korea Under Climate Change

Ger Anne Marie Duran, Jeju National University, Jeju City, Jeju, South korea; and I. J. Moon and B. Joseph

E33

24AI Ensemble Uncertainty Visualization Development for Effective Communication of Cold-Stunning Event Threats

Jarett Thomas Woodall, Texas A&M University - Corpus Christi, Tiffin, OH; Texas A&M Univ.-Corpus Christi, Corpus Christi, TX; and M. C. White, P. E. Tissot, and C. Duff

E34

24AI Score based diffusion nowcasting of GOES imagery

Randy J. Chase, CIRA, Fort Collins, CO; and K. Haynes, J. M. Haynes, and I. Ebert-Uphoff

E35

13JCSDA Application of JEDI to produce a thirty-one year ¼-degree global daily sea level record

James A. Carton, Univ. of Maryland, College Park, MD; and L. Chen, T. Sluka, E. Leuliette, and D. A. Byrne

E36

41EIPT Data Quality Anomalies and Phenomena on the WSR-88D

Amy Daniel, National Weather Service, Norman, OK; and C. Payne

E37

2CLOUDPHYS Design of a Convection-Cloud Chamber for Exploring Condensational and Collisional Growth Processes Relevant to Precipitation Formation

Raymond A. Shaw, Michigan Technological Univ., Houghton, MI; and J. C. Anderson, Z. Bakri, J. Bench, G. Bewley, V. Blankenship, W. Cantrell, K. K. Chandrakar, PhD, H. Fahandezh sadi, R. Flagan, J. D. Fuentes, G. Gogos, R. Healey, K. Iyer, G. Kaufman, K. Kim, P. Kollias, S. K. Krueger, K. Lamer, E. Luke, C. Mazzoleni, A. McComiskey, C. Megaridis, A. Mukhopadhyay, D. Niedermeier, M. Oue, M. Ovchinnikov, A. Pal, I. Papailias, M. Rajagopal, Y. Ren, A. Salari, S. Schmalfuss, A. Sedlacek, J. E. Shilling, M. Shrivastava, S. P. Singh, F. Stratmann, Y. M. Sua, L. Thomas, S. V. Sulaiman, A. Wang, F. Yang, J. Yeom, M. A. Zawadowicz, J. Zhang, Z. Zhu, and C. Zuhlke

E38

34EDUCATION Data Lens: A new data literacy campaign using Visual Thinking Strategies and NOAA's SOS Explorer

HILARY PEDDICORD, CIRES/CU Boulder, Boulder, CO; and C. McDougall and K. Semmens

E39

7TROPICAL Reanalysis of the 1970s Atlantic Hurricane Database - Re-discovering "Missing" Tropical Storms and Hurricanes

Christopher W. Landsea, National Hurricane Center, Miami, FL; and S. Delgado, D. Jariwala, and A. Blonsky

E40

27ATCHEM Retrievals of Stratospheric Aerosol Size Distributions from SAGEIII/ISS Multiwavelength Optical Measurements Following Pyrocumulonimbus Events

Vishal Bagadia, University at Albany, State University of New York, Albany, NY; and C. H. Lu

E41

12LIGHTING Physical Modeling of Cloud Charging in Deep and Shallow Convections: Sensitivity to Ice and Snow Growing Habits

Yichen Cai, Univ. at Albany, Albany, NY; and K. J. Sulia

E42

7TROPICAL Using Tropical Storm Value Chains to Better Meet End-User Needs

Melissa Johnson, The Aerospace Corporation, Edgewater, MD; and K. A. Hawley

E43

16ENERGY An Adaptive System for Detecting Rotor Layer Turbulence Using Edge Computing

Robert C. Jackson, Argonne National Laboratory, Argonne, IL; and P. Muradyan, B. Raut, S. Park, J. R. O'Brien, M. A. Grover, R. Newsom, R. Krishnamurthy, and R. Kotamarthi

E44

21OESS JPSS Fire Monitoring Applications of the Park Fire in California

Jorel Torres, CIRA, Fort Collins, CO

E45

16Health The Health and Socioecological Dynamics of Mercury Exposure from Small-Scale Gold Mining in the Amazon Rainforest: Insights from Madre De Dios, Peru

Lena Easton-Calabria, University of Oxford, Oxford, Oxfordshire, United Kingdom

Coffee Break

Hosts: (Joint between the Events; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Formal Poster Viewing and Coffee Break

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Data-Driven Weather Modeling Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Daniel Alexander Rothenberg; Christina E. Kumler, CIRA; Thomas M. Hamill

416

Preliminary Testing of a Machine Learning Limited-Area Model (ML-LAM) over Continental North American Domain

Miodrag Rancic, Lynker, College Park, MD; and T. lei, A. M. Gibbs, G. Zhao, and M. Pondeca

417

Real-time Operational System of AI-Based Medium-Range Weather Forecasting Models by KMA

You-Hyun Baek, KMA, Seogwipo-si, Jeju-do, Korea, Republic of (South); and H. Lee, J. Cha, S. Pyo, M. Jeong, J. Hong, M. Jang, W. Choi, E. Kim, H. C. Shin, K. Park, and S. Y. Yun

418

Order in Chaos: Solving the Analytical Solution of1Ensemble Forecast with Data-driven Liouville Equation

Kai-Chih Tseng, National Taiwan University, Taipei, Taiwan, Taiwan

LUCIE-3D: A Lightweight Uncoupled ClImate Emulator

419

Do AI Models Produce Better Atmospheric River Forecasts than Physics Based Models? A Quantitative Evaluation

Isaac Davis, Univ. of Colorado, Boulder, CO; and A. C. Subramanian, T. Higgins, and L. Delle Monache

420

Can AI Weather Models Predict the 2024 Dubai Rainfall, a Regional Grey Swan?

Y. Qiang Sun, University of Chicago, Chicago, IL; and P. Hassanzadeh and T. A. Shaw

421

Microsoft Aurora: A Foundation of the Atmosphere

Eric Espejo, Microsoft Corporation, Arlington, VA

422

Machine Learning-Based Global Ensemble Weather Prediction for Medium-Range Forecasting

Jun Wang, NOAA, College Park, MD; NOAA/NWS/NCEP/EMC, College Park, MD; and S. S. Tabas, J. Du, B. Fu, J. R. Carley, and L. Cui

Handout (1.1 MB)

423

Extending the WoFSCast – a storm-scale weather emulator – to ensemble prediction

Corey K. Potvin, NSSL, Norman, OK; and M. L. Flora and R. Chase

424

Accurate Machine Learning Precipitation Forecasts Diagnosed from Limited Model Output

Raul Antonio Moreno, University of Washington, Seattle, WA; and D. R. Durran

425

AI/ML Integration for Enhancing Data Assimilation in Weather

Christopher Holder, Booz Allen Hamilton, McLean, VA; and K. Slater, M. Nguyen, C. Trier, and R. Harris

426

The Weather and Climate of a Deep Learning Earth System Model

Nathaniel Alize Cresswell-Clay, University of Washington, Seattle, WA; and D. R. Durran, B. Liu, Z. I. Espinosa, and Z. Liu

Emulating Physical Parameterizations using Artificial Intelligence Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

427

On the Importance of Learning Non-Local Dynamics for Stable Data-Driven Parameterization and Climate Modeling

Hamid A. Pahlavan, NWRA, Boulder, CO; NorthWest Research Associates, Boulder, CO; and P. Hassanzadeh and M. J. Alexander

428

A Machine Learning Framework for Estimating Lightning Flash Rate and Optical Energy from Meteorological Variables

Madilynn Robin Seiler, University of Maryland, College Park, MD; and M. J. Molina, D. J. Allen, E. E. Evans, and K. E. Pickering

429

Assessing the Offline and Online Performance of Physical Parameterization Emulators via Simplified Climate Model Configurations

Garrett Limon, University of Michigan, Ann Arbor, MI; and C. Jablonowski

Exploring the Pipeline from Trustworthy AI to Effective Delivery of Decision-Support Services Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

430

Estimates of Mobile and Manufactured Home Tornado Exposure using Machine Learning

Alex Haberlie, Northern Illinois Univ., DeKalb, IL; and S. M. Strader, W. S. Ashley, J. M. Corner, and A. C. Roberts

Tuesday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

E46

Radar Cell Mergers, Boundary Interactions, and Convective Systems in Cases of Significant Tornadoes and Hail

Cameron J. Nixon, CIWRO / SPC, Norman, OK; and J. T. Allen, M. Wilson, M. Bunkers, and M. Taszarek

E47

FireWx Wildfire Aerosol Concentrations and Their Impact on Severe Weather in North America: Historical Analysis and AI Predictions

Mayra Ivelisse Oyola-Merced, University of Wisconsin-Madison, Madison, WI; and K. Wilson, S. Kluge, M. McKellar, P. A. Bartels, and D. S. Sproles

E48

Health Cumulative Effects of Climate Disasters on Mental Health and Wellbeing and Opportunities for Adaptation in the U.S. Gulf Coast Vietnamese American Community

Hang Ngo, New York University, New York, NY; and A. Merdjanoff and D. Abramson

E49

24AI Utilizing XGBoost for Post-Processing Wind Gust Predictions from the WRF Model

E50

24AI NVIDIA's Earth-2: An Interactive Exploration of AI's Present and Future in NWP

David Matthew Hall, NVIDIA, Lafayette, CO

E51

24AI Hindcasting with Google DeepMind's GraphCast: A 45-Year Retrospective Analysis from 1979 to 2024

Naveen Sudharsan, PhD, The University of Texas at Austin, Austin, TX; and M. Singh, H. Kamath, A. Chavoshi, H. Dashtian, C. Dawson, Z. L. Yang, and D. Niyogi

E52

23Coastal Advancements in NOAA’s STOFS-3D-Atlantic: Enhancing Compound Flood Hazard Prediction for the Atlantic and Gulf Coasts

Fei Ye, Virginia Institute of Marine Science, Gloucester Point, VA; VIMS, Williamsburg, VA; and Y. J. Zhang, H. C. Yu, H. Yoo, L. Cui, Z. Yang, G. Seroka, S. Moghimi, and E. Myers

E54

12Lightning Evaluation of GLM in Southeast Texas via Ground-Sensor and High-Speed Raspberry Pi-Based Camera Network

Adam D Clark, Texas A&M University - College Station, Duncanville, TX; and D. Zhang

E55

12Lightning Creating a Combined Lightning Product for Operational Use in the Multi-Radar/Multi-Sensor System

Sarah M. Stough, The University of Oklahoma and NOAA/OAR National Severe Storms Laboratory, Norman, OK; and V. C. Chmielewski, K. M. Calhoun, and K. Thiel

E56

MeehlSymp Quasi-Stationary Planetary Scale Waves in Modern Climate Models

Curt Covey, Lawrence Livermore National Laboratory, Livermore , CA; and R. S. Lindzen, J. T. Fasullo, and K. Taylor

E58

34Education Data Fusion Techniques Applied to Training on NWS Operational Short-fuse Warnings

Daniel E. Bikos, CIRA, Fort Collins, CO; and J. G. LaDue, K. Christian, and J. Blair

Session 8A

Data-Driven Weather Modeling III: Evaluation and Validation

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Daniel Alexander Rothenberg; Christina E. Kumler, CIRA; Thomas M. Hamill

4:30 PM

8A.1

Perceptions and Performance of Global AI Models in the 2024 NOAA Hazardous Weather Testbed

Maria M. Madsen, University of Oklahoma, Norman, OK; NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography Univ. of Oklahoma (AI2ES), Norman, OK; AI2ES & University of Oklahoma, Norman, OK; and A. McGovern, A. J. Hill, J. Ripberger, D. R. Harrison, A. J. Clark, S. R. Ernst, and M. E. Baldwin

4:45 PM

8A.2

Assessing Subseasonal Predictions Above Lower Troposphere of GraphCast

Zheng Wu, SUNY Albany, Albany, NY

5:00 PM

8A.3

Tropical Cyclones and Low-Frequency Variability in Coupled Atmosphere-Ocean Simulations with a Parsimonious Deep Learning Model

Dale R. Durran, Univ. of Washington, Seattle, WA; and B. Liu, N. A. Cresswell-Clay, and Z. Liu

5:15 PM

8A.4

Are AI Data-Driven Weather Models Learning Atmospheric Physics? Initial Condition Sensitivity Analysis of Cyclone Xynthia.

Jorge Luis Bano Medina, SIO, San Diego, CA; and A. Sengupta, J. D. Doyle, C. A. Reynolds, D. Watson-Parris, and L. Delle Monache

5:30 PM

8A.5

What Do AIWP Models "Know" About Explosive Cyclogenesis?

Paul J. Roebber, Univ. of Wisconsin - Milwaukee, Milwaukee, WI; and Y. Low and J. R. Gyakum

5:45 PM

8A.6

A Comparison of Pure AI and Physics-Based Weather Prediction Precipitation Forecasts

Jacob T. Radford, NOAA/GSL, Boulder, CO; CIRA, Fort Collins, CO; and I. Ebert-Uphoff and J. Q. Stewart

Session 8B

Emulating Physical Parameterizations using Artificial Intelligence

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Waylon G. Collins, National Weather Service; Diana R. Gergel

4:30 PM

8B.1

Robust Machine Learning-Based Albedo Parameterization: Generalization Across Land Cover Schemes

Akarsh Ralhan, University of Maryland, College Park, MD; and X. Z. Liang

4:45 PM

8B.2

Shedding new light on radiative transfer: Deep learning for multispectral emulation of the RRTM

Ryan A. Lagerquist, CIRA and NOAA/ESRL/GSL, Boulder, CO; and D. D. Turner, J. Q. Stewart, and I. Ebert-Uphoff

5:00 PM

8B.3

An Updated Treatment of Aerosol Optical Properties in E3SM using a Neural Network Mie Scattering Emulator

Andrew V. Geiss, PNNL, Richland, WA; and P. L. Ma

5:15 PM

8B.4

Data driven approaches for parameterizing oceanic mesoscale and submesoscale turbulence

Dhruv Balwada, LDEO, New York, NY; LDEO, Palisades, NY

5:30 PM

8B.5

An "Open Box" Physics-Based Neural Network for Modeling Longwave Radiative Transfer

Henry W Schneiderman, Pittsburgh Data Science LLC, Pittsburgh, PA

5:45 PM

8B.6

Deep Learning Time Series Prediction Strategies for Efficiently Emulating Noah Land Surface Model Soil Moisture Dynamics

Mitchell Dodson, University of Alabama in Huntsville, Huntsville, AL; and C. R. Hain

Session J8A

Developing Cloud-Based Tools for Data Analysis and Archiving I

Location: 344 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); and the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science )

Chair: Nazila Merati, NESDIS

Cochairs: Tiffany C. Vance, NOAA; Eugene F. Burger, PMEL; Kevin R. Tyle, NCAR; Ian D. Lisk

4:30 PM

8A.1

Netflix to NOAA: Commercial best practices for Highly Available Architectures for mission critical weather systems

James Minier, Booz Allen Hamilton, Washington, DC; and R. Harris

4:45 PM

8A.2

Icechunk: An Open-Source, Transactional, Cloud-Native Storage Engine for Massive-Scale Array Data

Ryan Abernathey, Earthmover, New York, NY; and S. Galkin, D. Cherian, J. J. Hamman, O. Herodotou, B. Davis, L. Nield, and M. Iannucci

5:00 PM

8A.3

Empowering Global Weather Forecasting and Earth Observations Through Collaborative Data Sharing: Leveraging WMO WIS 2.0 Global Cache by NOAA, Amazon Sustainability Data Initiative (ASDI), and Synoptic Data PBC

Ashish Raval, Synoptic Data PBC, Fairfax, VA; and D. Jodhun and K. L. Sheets

5:15 PM

8A.4

Enhanced MATS: Process-Oriented Verification in the Cloud

Jeffrey Hamilton, NOAA, Boulder, CO; NOAA/GSL, Boulder, CO; and M. B. Smith, R. Pierce, I. McGinnis, G. Padmanabhan, N. Babij, and M. S. Wandishin

5:30 PM

8A.5

Using NOAA's National Centers for Environmental Information's Send2NCEI Application for Archiving Small, Single-Submission Environmental Datasets

Dean J. Carter, NESDIS, Asheville, NC

5:45 PM

8A.6

Use of the Climate Engine and Google Earth Engine tools at NOAA’s National Centers for Environmental Information and NIDIS/Drought.gov

Steve Ansari, NOAA, Asheville, NC; and J. Huntington, M. Shaw, J. Hansen, B. Daudert, T. Ott, C. Morton, C. Harrell, F. Kellner, and F. Tran

Exhibit Hall Reception

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

University Night Receptions

Location: Hilton Riverside

Hosts: (Joint between the Events; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Session 9A

Artificial Intelligence for Satellite Observations I

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

8:30 AM

9A.1

Exploring Multi-Model Ensembling Methods to Improve on Deep Learning Based Smoke Detection

Annabel Wade, University of Washington, Seattle, WA; and R. Koki, C. E. Kumler, and J. Q. Stewart

8:45 AM

9A.2

A Generative Adversarial Network for Downscaling Vegetation Index

Yifan Yang, Colorado State University, Fort Collins, CO; and H. Chen and C. Cao

9:00 AM

9A.3

Using the New Fourier Neural Operator and Real-Time GOES-R Satellite Data for Improved Precipitation Retrievals in the Southern Great Plains

Max Carl Johncox, University of Utah, Salt Lake City, UT; and Z. Pu and S. Zhe

9:15 AM

9A.4

An Interpretable, Satellite-Based, Machine Learning Convection Detection Algorithm Created by an Explainable Boosting Machine and Refined using Domain Knowledge.

Nathan Jeffrey Mitchell, CIRA, Fort Collins, CO; and L. Ver Hoef, K. Moen, K. A. Hilburn, Y. Lee, E. J. King, and I. Ebert-Uphoff

9:30 AM

9A.5

GOES2MRMS: Implementing hybrid Diffusion-Regression Models to predict Radar Reflectivity from Geostationary Satellites

Piyush Garg, NVIDIA Research, Santa Clara, CA; and J. Pathak, N. D. Brenowitz, Y. Cohen, D. R. Durran, K. Kashinath, A. Subramaniam, S. Ravuri, and M. Pritchard

9:45 AM

9A.6

A Multi-modal Masked Autoencoder for Data Assimilation of Earth Observations

Thomas J Vandal, Zeus AI, Arlington, MA; and K. Duffy and Y. Nachmany

Session 9B

Joint Session between AI for Actionable Insights and Applications to Climate Science and AI/ML for Urban Climate Research

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Marybeth Arcodia; Eleanor A. Middlemas, PhD

8:30 AM

9B.1

Accelerating the Usability of Robust Climate Information: Recent Advances in AI and ML Methods for Modeling Climate Impacts and Extreme Events (Invited Presentation)

Diana R. Gergel, RWE AI Research Lab, Bellevue, WA

8:45 AM

9B.2

AI Driven Analysis and Prediction of Mobility Pattern Changes in Response to Atmospheric River Events

Jorge Celis, University of OKlahoma, Norman, OK; and D. J. Gagne II, A. McGovern, A. B. Schumacher, and A. Bostrom

9:00 AM

9B.3

Use of machine learning and AI to improve the utility of climate risk data (Invited Presentation)

Alexis Hoffman, Jupiter Intelligence, Boulder, CO; and S. Sain, J. W. Oyler, C. J. McNicholas, Ph.D., H. Scannell, J. Pucciarelli, and J. Hacker

9:15 AM

9B.4

Machine Learning Predicts Pedestrian Wind Flow from Urban Morphology and Prevailing Wind Direction

Wei Li, Monash University, Melbourne, Australia; and J. Lu, S. Hobeichi, and N. Nazarian

9:30 AM

9B.5

Developing Gridded Air Temperature Data for Cities Using Machine Learning Analytics

Marzie Naserikia, University of New South Wales (UNSW), Sydney, NSW, Australia; and M. A. Hart, E. Asadi Shamsabadi, B. Bechtel, and N. Nazarian

9:45 AM

9B.6

Revolutionizing Climate Reporting with Generative AI

Kyle Austin, PwC, New York, NY

J9

Advances in the Use of Artificial Intelligence in Aviation, Range, and Aerospace Meteorology

Location: 354 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 25th Conference on Aviation, Range, and Aerospace Meteorology; and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Daniel R. Adriaansen, NCAR; Kyle A. Hilburn

8:30 AM

J9.1

Application of Machine Learning to a Low-level Aviation Turbulence Forecasting System

YESEUL LEE, Yonsei Univ., Seoul, South korea; and H. Y. Chun

8:45 AM

J9.2

Verification and Analysis of Aviation Jetstream Forecast from Artificial Intelligence Models

Christy Y. Y. Leung, Hong Kong Observatory, Hong Kong, Hong kong; and C. Y. Leung

Manuscript (6.7 MB)

Handout (5.7 MB)

9:00 AM

J9.3

The Captain Has Turned the Seatbelt Sign On: 43 Years of Reanalysis and AI to Predict Clear Air Turbulence

Mayra Ivelisse Oyola-Merced, University of Wisconsin-Madison, Madison, WI; and I. E. Rodriguez Nazario

9:15 AM

J9.4

Turbulence Nowcasting through Machine Learning with Geostationary Satellite and NWP

Anthony J. Wimmers, Associate Scientist, Univ. of Wisconsin CIMSS, Madison, WI; and S. Griffin, W. Feltz, and T. Rahmes

9:30 AM

J9.5

Neural Hydrometeor Phase Detection: Deep Learning-Based Prediction of Liquid and Ice Water Content from NEXRAD Radar Observations

Alberto Hojel, University of California, Berkeley, CA; Rainmaker Technologies, El Segundo, CA; and D. Serke, K. Suski, K. Adair, T. Crabtree, J. Schultz, D. Vinson, T. Cash, and A. Doricko

9:45 AM

J9.6

Machine Learning and Numerical Weather Prediction Prediction of Aircraft Turbulence and Icing: Operations and Verification

Lance E. Steele, Certified Consulting Meteorologist, Weathernews, Norman, OK

Coffee Break

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Session 10A

Artificial Intelligence for Satellite Observations II

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Haonan Chen, Cooperative Institute for Research in the Atmosphere (CIRA); Stephanie M. Ortland

10:45 AM

10A.1

The Limitations of Using Satellite and Radar Observations in Artificial Intelligence Models for Convective Initiation Nowcasting

Stephanie M. Ortland, University of Wisconsin-Madison, Madison, WI; and M. J. Pavolonis

10A.2

Machine Learning for an Advanced Level-4 Data Interpolation for Satellite Sea Surface Height Anomaly Using Satellite Altimetry and NCEI-Archived in situ DART Water-Level Equivalent Ocean Bottom Pressure and Tide Gauge Observations

11:15 AM

10A.3

Generative Deep Learning to Reconstruct Tropical Cyclone Microwave Brightness Temperature from Geostationary Infrared Radiometers

Zhangrui Li, Nanjing University, Nanjing, Jiangsu, China; Nanjing Univ., Nanjing, China; and Z. M. Tan and L. Bai

11:30 AM

10A.4

Satellite and Atmospheric Data Fusion for Improved Characterization of the Atmospheric Boundary Layer

John R. Mecikalski, University of Alabama in Huntsville, Huntsville, AL; and M. R. Smith, N. Elmer, S. S. Harkema, K. Miller, S. LaGrave, and A. Hallman

11:45 AM

10A.5

Deep Learning-Based Cloud Segmentation and Classification for Weather Monitoring

Cameron Martus, The Aerospace Corportation, El Segundo, CA; and B. R. Johnson

Session 10B

Explainable Artificial Intelligence in Climate Science: From Large-Scale Climate Patterns to Synoptic Scale Weather Events

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Zhonghua Zheng, University of Illinois at Urbana-Champaign; Chibuike Chiedozie Ibebuchi, Kent State University

10:45 AM

10B.1

A Storyline Approach to Explore Impacts of Regional No-Return Temperature Thresholds Using Transfer Learning and Uncertainty Quantification of Explainable Neural Network Predictions

Marybeth Arcodia, Colorado State University, Fort Collins, CO; and E. Barnes

11:00 AM

10B.2

How Well Can Machine Learning Predict Weeks 3 and 4 Vapor Pressure Deficit?

Christina E. Kumler, ; and M. Breeden and R. Worsnop

11:15 AM

10B.3

Using Machine Learning Methods to Predict and Understand Severe Weather Over the United States

Eleanor Salm, Univ. of Wisconsin-Madison, Madison, WI; AI2ES, Norman, OK; and M. M. Madsen and A. McGovern

11:30 AM

10B.4

Using Artificial Neural Networks and Synoptic Climatology to Project Future Tornadoes

Cameron C. Lee, Kent State Univ., Kent, OH; and O. Obarein and E. T. Smith

11:45 AM

10B.5

How Can ECMWF Help With The Understanding Of Machine Learning And AI In Weather And Climate?

Becky Hemingway, ECMWF, Reading, RDG, Great britain; and C. Stewart and W. Becker

Women in Atmospheric Sciences Luncheon

Location: Great Hall D (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Lunch Break

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Daily Weather Briefings

Location: 229 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Session 11A

Artificial Intelligence for Earth Science I

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

1:45 PM

11A.1

Enhancing Climate Projections: A Multivariate Probabilistic Weather Generator Using a Denoising Diffusion Model

Callie Jaclyn McNicholas, Jupiter Intelligence Inc., Seattle, WA; and A. Hoffman and S. Sain

2:00 PM

11A.2

The Ai2 Climate Emulator (ACE2): Learning atmospheric variability and forced response on seasonal and decadal timescales

Brian Henn, Allen Institute for Artificial Intelligence (AI2), Seattle, WA; and O. Watt-Meyer, S. Clark, G. Dresdner, A. Kwa, J. McGibbon, W. A. Perkins, and C. Bretherton

2:15 PM

11A.3

Cooling the Concrete Jungle: An AI-Vision framework for Mapping and Decoding Urban Surface Temperature at the Microscale

Firas Gerges, Princeton University, Princeton, NJ; and E. Bou-Zeid, A. B. Dieng, and M. Boufadel

2:30 PM

11A.4

Improving Road Surface Classification with Co-Training Algorithms

Jay Calder Rothenberger, University of Oklahoma, Norman, OK; and T. Le, C. Sutter, K. J. Sulia, and D. Diochnos

2:45 PM

11A.5

Probabilistic Calibration for ML-Based Extreme Event Prediction

Mariah Pope, Tomorrow.io, Boston, MA; and M. Green, A. E. Payne, A. Chawla, and S. Flampouris

11B

Language Transformer, ChatGPT, and Other NLP in the Weather Enterprise

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 24th Conference on Artificial Intelligence for Environmental Science; and the 15th Conference On Transition Of Research To Operations (15R2O) )

Cochairs: Randy J. Chase; Christina E. Kumler, CIRA

1:45 PM

11B.1

Personalized Weather Services: Using Large Language Models to Provide Insightful and Actionable Weather Summaries

Thomas Turnbull, Google, New York, NY

11B.2

How Good is this Translation?: Automated Measurement of AI Translation Accuracy with Skill Scores for Multilingual Weather Reports

2:15 PM

11B.3

TWXT: Integrating Text and Numerical Weather Prediction Data for Advanced Weather Forecasting

John Schreck, NSF NCAR, Boulder, CO; and G. Gantos and D. J. Gagne II

2:30 PM

11B.4

Making climate and disparate data more accessible with natural language processing (NLP) technology

Karolyn Babalola, Booz Allen Hamilton, McLean, VA; and E. Redfearn, R. Harris, and M. Nguyen

2:45 PM

Discussion

Wednesday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

16Health Diurnal Spatiotemporal Variations of Near-Surface Ozone Concentrations Across China

29IOAS CYGNSS Observation Error Correlation in Data Assimilation Frameworks

E59

39HYDRO Analysis of the Evolution of a Meiyu Frontal Rainstorm Based on Doppler Radar Data Assimilation

Hongli Li, Institute of Heavy Rain, China Meteorological Administration, Wuhan, China

E60

39HYDRO Analysis of Cold Season Precipitation Dynamics in Complex Terrain over the Upper Colorado River Basin

Sierra Liotta, University of Colorado Boulder, Boulder, CO; and K. Friedrich and J. Kay

E61

38CVC Applying weather and climate modeling techniques to human health outcomes: data-informed simulation, inference and forecasting

E62

16HEALTH Climate-resilient Urban Forest Gardens to Address Climate Vulnerability, Food Insecurity, and Inequitable Heat Risks

Karin Warren, Randolph College, Lynchburg, VA; and L. Henry-Stone

E63

24AI Deciphering Heat Wave Mechanisms in Bangladesh: Integrating Meteorological Insights and Machine Learning Techniques

Saurav Dey Shuvo, The Ohio State University, Columbus, OH; The Ohio State Univ., Columbus, OH; and S. S. Sultana

E64

24AI AI Training in Progress: Challenges and Achievements at Meteorological Service of Canada.

Miguel Tremblay, MSC, Montreal, QC, Canada; and S. Beauregard and A. Dacres

E65

21OESS CSPP Geo Direct Broadcast for ABI and AHI Level-2: SuperDAPs and GOES-19 Support

Geoff Cureton, CIMSS, MADISON, WI

E67

WAFNWP 2km CONUS Global Stretched-Grid Numerical Weather Prediction Forecasts using the NASA Goddard Earth Observing System Model

William Putman, NASA, Greenbelt, MD

ePoster E66 is now Poster 189A

E68

25ARAM Comparing HRRR and RRFS in Predicting Convective Systems over the Eastern CONUS in JJA 2023 and 2024

Joseph A. Grim, NCAR, Boulder, CO; and J. O. Pinto, Phd

E69

1FIREWX Flint Hills Prescribed Burn Decision Support

Patrick H. Zahn, Sonoma Technology, Petaluma, CA; and J. J. Beamish, S. Irwin, K. Craig, D. Watson, and J. Prentice

E70

24AI All-weather VIIRS LST: Machine Learning Based Methodology and Experiment

Shuo Xu, University of Maryland, RIVERDALE, MD; and Y. Liu

E71

WAFNWP Dependence of Hurricane Forecasts on the Spectral Representation of Cumulus Convection

Anning Cheng, EMC, College Park, MD; EMC, College Park, MD; and F. Yang

E72

25SMOI A Modernized Cutdown/Letdown Mechanism for Mobile Balloon Launches.

Christopher Schneider, The University of Oklahoma, Norman, OK; University of Oklahoma, Norman, OK; NSSL, NORMAN, OK; and M. Stock, D. Kennedy, S. M. Waugh, and V. C. Chmielewski

E73

27ATCHEM Exploring Organic Acid Contributions to Cloud Water Chemistry and Aqueous Processing of Organics within Clouds: Insights from Whiteface Mountain Measurements

Archana Tripathy, SUNY Albany, ALBANY, NY; SUNY Albany, Albany, NY; Univ. at Albany, Boulder, CO; and C. E. Lawrence, S. S. Lombardo, P. Casson, R. Patel, L. Hammond, R. Brandt, S. McKim, J. Schlemmer, J. Schwab, H. Khwaja, M. Hussain, E. Yerger, P. Snyder, W. May, D. Kelting, and S. M. Lance

E74

38CVC Extreme Weather Events and School Closures: A Study of Climate Change Effects

Caitlin Finlayson, University of Mary Washington, Fredericksburg, VA

Coffee Break

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Formal Poster Viewing and Coffee Break

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Artificial Intelligence for Earth Science Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Kara D. Lamb, Earth and Environmental engineering; Lena Heuscher

722

Extended Reconstructed Sea Surface Temperature Version 6 (ERSSTv6): An Artificial Neural Network Approach

Boyin Huang, NOAA, Asheville, NC

723

Exploring Downscaling and Upscaling Using the Transformer Decoder:A Case Study with a High-Dimensional Generalized Lorenz Model

Bo-Wen Shen, San Diego State Univ., San Diego, CA

724

Enhancing Automated Frontal Boundary Detection with Geostationary Satellite Imagery

Andrew Douglas Justin, NSF AI Institute for Research on Trustworthy AI in Weather, Climate, and Coastal Oceanography (AI2ES), Norman, OK

725

Estimating Statewide Atmospheric Visibility From Camera Images

Maximus X. Sasser, Univ. of Oklahoma, Norman, OK; and M. Wilson Reyes, V. P. Kadiyala, A. Kurbanovas, K. J. Sulia, C. D. Thorncroft, and A. H. Fagg

Handout (2.5 MB)

726

Development of an Optical Turbulence Neural Network Model for the Naval Surface Warfare Center Dahlgren Division (NSWCDD) Potomac River Test Range (PRTR) Utilizing Bulk Meteorological Sensors

Elliot Shiben, Naval Surface Warfare Center Dahlgren Division, Dahlgren, VA

727

Deep Learning-Based Prediction Model for Greenhouse Gas Emission in Gulf-Coast Communities

MASHUQ ISLAM, Xavier University of Louisiana, New Orleans, LA; and M. Gaseller, F. Landry, T. L. Al Khawli, A. Sunda-Meya, and S. ISLAM

728

A machine learning approach to representing heterogeneous land-atmosphere interactions in an Earth system model

Meng Huang, PNNL, Richland, WA; and P. L. Ma and A. Geiss

729

Machine Learning-Based Estimation of Peak Wind Gusts Utilizing a Global Reanalysis Dataset

JAYA SINGH, ATMOSPHERIC SCIENCE RESEARCH CENTER, UALBANY, Albany, NY; and S. BASU

730

A Machine Learning Approach to Smoothing Tornado Climatology Maps

Kaleb Raven Clover, Central Michigan University, Mount Pleasant, MI; and S. Das and J. T. Allen

731

Comparison of different machine learning techniques for the source term estimation at the local scale

Stefano Alessandrini, NSF NCAR, BOULDER, CO

732

Sensor Location-Invariant Multi-Regime Methane Leak Localization and Quantification with Knowledge-Guided Deep Learning

Charlie Becker, NCAR, Boulder, CO; and D. J. Gagne II, T. Martin, D. Munoz-Esparza, J. Sauer, and B. Travis

733

AI Ready Intelligent Data Infrastructure for Data Quality and Governance

Mary Jean Schmitt, NetApp, Vienna, VA

Artificial Intelligence for Satellite Observations Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Maria J. Molina; Kara D. Lamb, Earth and Environmental engineering

734

Applying Machine Learning Techniques to Retrieve and Improve ATMS-Based Temperature, Water Vapor, and Precipitation Estimates

Shuyan Liu, CIRA, Fort Collins, CO; and C. Grassotti and Q. Liu

735

Objectively Identifying Transverse Cirrus Bands in Tropical Cyclones using a Convolutional Neural Network

John Mark Mayhall, MSFC, Huntsville, AL; and P. Duran, A. T. White, and R. A. Wade

Manuscript (566.1 kB)

Handout (735.9 kB)

736

AI-Based Retrieval and Prediction of Weather Imagery Using Geostationary Satellite Data

Byeongyeon Kim, National Institute of Meteorological Science, Seogwipo-si, Jeju-do, South korea; and A. Cho, H. Lee, C. Han, S. Kim, G. Lee, M. Choe, H. M. Park, and K. Shin

737

A Machine Learning Approach to Resolving the Internal Structure of Clouds

Simona Renee Seastrand, SAIC, Offutt AFB, NE; and B. Abeln, A. Torres, and A. Pham

738

Expanding a data fusion approach for 4-D cloud nowcasting

David Ryglicki, MyRadar, Orlando, FL; and A. J. Wimmers and S. Garimella

739

A Neural Network Approach To Retrieve Atmospheric Temperatures From Observations Of Constellation Of Smallsats.

Dingdong Li, City College of New York, New York, NY; and M. Goldberg

740

Attention-Based Deep Fusion CNN for Geostationary Satellite Rainfall Estimates over Taiwan

741

Scales of Tornado Damage Detectability using Machine Learning

Elizabeth Tirone, Cooperative Institute for Severe and High-Impact Weather Research and Operations (CIWRO), Norman, OK; and M. Coniglio, R. W. Moore III, L. Sims, and D. Candela

742

A Deep Learning Approach to Estimate CERES Broadband Flux at 1km Resolution with MODIS Radiances

Mitchell Dodson, University of Alabama in Huntsville, Huntsville, AL; and S. W. Freeman and S. Christopher

743

Estimating Tropospheric Methane from Cross-track Infrared Sounder (CrIS) Spectra using a Machine Learning Method

Likun Wang, University of Maryland, College Park, MD; and L. Zhou and S. Kalluri

Artificial Intelligence for Wildfire Forecasting and Management Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

744

Using Score-based Data Assimilation to Improve Forecast Initialization for Fire Weather Behavior

Nick Krall, The MITRE Corporation, McLean, VA; and K. J. Weber and C. Lewellyn

745

Adopting Advanced Technologies for Effective Wildfire-Induced Building Damage Assessment

Hossein Lotfi, PhD, PWC = PricewaterhouseCoopers, Laurel, MD; PwC, San Jose, CA; and Y. Yang

ML/AI advances for urban climate research Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Galen Yacalis, Jupiter Intelligence; Stephanie M. Ortland

746

Causal Discovery in Nonlinear Dynamical Systems using Machine Learning Based on Koopman Operators

Derek DeSantis, LANL, Los Alamos, NM; and A. Rupe, J. Lu, P. Madathil Kooloth, C. Bakker, C. Ainslie, and D. Chakraborty

747

Estimating Anthropogenic Heat Flux by Assimilating Meteorological Observations with Kalman Filter Approach

Yuanfeng Cui, Cornell University, Ithaca, NY; and M. Chu, Q. Li, and J. Albertson

748

Future air quality predictions using deep learning algorithms

Yujoo Jeong, Seoul National University, Seoul, Seoul, South korea; and R. J. Park

749

Predicting Heat Stress Level with Convolutional Neural Network Using Local Climate Zone Pattern and High Density Air Temperature Observation Network: A Case Study of Chiayi City

Yu-Cheng Chen, Nanhua University, Chaiyi County, Taiwan, Taiwan

750

Navigating Spatial and Temporal Modalities for the Development of an AI-Ready Dataset for Urban Heat Research

Jonathan David Starfeldt, University of Maryland, College Park, College Park, MD

751

A Machine Learning Framework for Comprehensive Thermal Imagery Analysis: An Application for Urban Heat Studies

Shaunak Sharma, University of Michigan, Ann Arbor, MI; NASA, NY, NY; and T. Islam, K. Nielsen, J. A. Grey, M. Muntaha, C. Wong, H. Norouzi, and R. Blake

Wednesday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

E76

21OESS Value Tree Assessment of Low Earth Orbit Observations for the Dynamic Arctic Region

Andrew Lomax, MS, JPSS, Lanham, MD; and J. P. Goldstein, J. Dissen, S. Kalluri, K. A. Hawley, and C. Y. Wu

E77

27AtChem Evaluation of a WRF-Chem-HYSPLIT modeling framework to simulate smoke-taint conditions in the western US.

Ana Carla Fernandez Valdes, Washington State University, Pullman, WA; and V. P. Walden, M. Vahidi Ghazvini, and J. Meng

E78

24AI Application of Data Driven Model in the Forecast of Short-Range Microscale Rainfall to Mitigate the Impact of Climate Change in Tropical Climates

Ogochukwu Ejike, University of the West of Scotland, Paisley, RFW, United kingdom

E79

24Airsea Simulating Cloud Radiative Forcing with WRF During Arctic Winter Sea Ice Extremes

Valerie Elizabeth Gorden, University of Maryland, College Park, MD; and S. T. Strey

E81

38CVC The use of Arctic-CORDEX Regional Climate Change Predictions to Anticipate Impacts on Coastal Alaska Villages

Hashem Zahedipour, Iowa State Univ., AMES, IA; and W. A. Gallus Jr.

E82

FireWx Development and Application of an Hourly Wildfire Potential Index for Predicting Wildfire Activity

Craig Hartsough, CIRES at NOAA/GSL, Fort Collins, CO; and E. P. James, R. Ahmadov, J. Romero-Alvarez, J. Schnell, S. Bhimireddy, and S. S. Weygandt

E83

39Hydro Evolutionary Mechanism of Cloud Clusters Moving Eastward from the Qinghai Tibet Plateau

Xiaofang Wang, Institute of Heavy Rain, China Meteorological Administration，Wuhan, Wuhan, Hubei, China

E84

39Hydro Merging and Downscaling of Satellite and Model Soil Moisture over Taiwan

Chia-Jeng Chen, National Chung Hsing University, Taichung, Taiwan; and Y. R. Ciou

E85

39Hydro Drought Prediction over the U.S. Using a Statistical Model of Groundwater and Land-Atmosphere Stable States

Joshua K. Roundy, Univ. of Kansas, Lawrence, KS; and P. R. Makhasana, P. Lawston Parker, and J. A. Santanello Jr.

E86

39Hydro Enhancing Water Resource Management in the EEC (Thailand) Using WEAP

Vinitar Khettar, Geo-Informatics and Space Technology Development Agency (Public Organization): GISTDA, Lak Si, Bangkok, Thailand; and D. Phoomikiattisak, W. Chansury, J. Kruasilp, P. Faikratok, C. Charoenchim, and P. Petchprayoon

E87

33WAF/29NWP Sub-seasonal to Seasonal (S2S) Impact-based Decision Support Services (IDSS): Adding Local Value to the Climate Prediction Center’s 8-14 Day U.S. Hazards Outlook

Kristopher D. White, NWS/NASA SPoRT, Huntsville, AL; and R. A. Junod and A. Pritchett

E88

2CloudPhys An Overview of the Cold Air outbreak Experiment in the Sub Arctic Region (CAESAR) campaign

Paquita Zuidema, University of Miami Rosenstiel School, Key Biscayne, FL; and B. Geerts, G. M. McFarquhar, A. Raudzens Bailey, J. J. Cassano, C. Costanza, J. D. Doyle, A. M. Dzambo, S. Ephraim, J. R. French, C. Grasmick, E. Järvinen, T. W. Juliano, M. D. Petters, R. J. Perkins, E. M. Rosky, J. R. Snider, G. Svensson, M. Tjernstrom, F. Tornow, P. R. veres, Y. Wang, S. Woods, and L. Xue, PhD

Session 12A

Artificial Intelligence for Earth Science II

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Chair: Amy McGovern

4:30 PM

12A.1

Using AI-based Synthetic Passive Microwave Data to Increase Understanding of Tropical Cyclone Structure and Evolution

Marie McGraw, CIRA, Fort Collins, CO; and K. Haynes, K. Musgrave, I. Ebert-Uphoff, C. Slocum, and J. Knaff

4:45 PM

12A.2

Lightning Prediction using Machine Learning and Explainable Artificial Intelligence

Evan White, NWS, Silver Spring, MD; University of Oklahoma, Norman, OK; and K. Trinidad, P. E. Shafer, and J. E. Ghirardelli

5:00 PM

12A.3

Machine Learning Based Retrieval of Total Ozone Column Amount and Cloud Optical Depth From Irradiance Measurements

Milos Sztipanov, Dr., NOAA, College Park, MD

5:15 PM

12A.4

Towards a Digital Twin of Atmospheric Flow for Microscale Applications

Sue Haupt, NCAR, Boulder, CO; and S. M. Dettling, T. Brummet, M. Casali, and B. Kosovic

5:30 PM

12A.5

An Intercomparison of Machine Learning Models to Determine the Planetary Boundary Layer Height Using Surface Level Measurements

Adam Stapleton, Dublin City University, Dublin, D, Ireland; and C. Q. Dias Jr., C. V. Randow, M. Roantree, E. Eichelmann, and F. A. F. D'Oliveira

5:45 PM

12A.6

Creating Convolutional Neural Networks to Monitor New York State Mesonet Daytime Precipitation from Camera Images

Brian T Horan, Univ. at Albany, SUNY, Albany, NY; and K. J. Sulia, N. P. Bassill, C. D. Thorncroft, C. Sutter, and D. A. Evans

Session 12B

Artificial Intelligence for Wildfire Forecasting and Management

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: John Cintineo, University of Wisconsin; Lena Heuscher

4:30 PM

12B.1

A Deep Learning Approach for Monitoring and Forecasting Fire Weather Conditions in Southern California

Charles Jones, Univ. of California, Santa Barbara, CA; and C. F. Thompson, D. M. Siuta, N. Quinn, and N. Sette

4:45 PM

12B.2

Toward Seasonal Lightning Outlooks for the Alaska Fire Season with a SOM-RF Model

Joshua Hostler, Univ. of Alaska Fairbanks, Fairbanks, AK; and U. S. Bhatt, P. A. Bieniek, T. J. Ballinger, C. Borries-Strigle, M. Burgard, E. Fischer, R. Lader, E. Stevens, H. Strader, R. Thoman, C. F. Waigl, and Z. Parish

5:00 PM

12B.3

Forecasting Extreme Fire Weather across the United States: A Deep Dive with Deep Learning, Uncertainty Quantification, and Explainable AI

Ryan A. Lagerquist, CIRA and NOAA/ESRL/GSL, Boulder, CO; and C. E. Kumler

5:15 PM

12B.4

Wildfire Ignition Prediction using Machine Learning

Sita Baaba Nyame, University of Connecticut, Storrs, CT; University of Connecticut, Storrs, CT; and W. O. Taylor, F. Yang, M. Koukoula, A. Spaulding, and D. Cerrai

5:30 PM

12B.5

Time Series Modeling Fire Radiative Power: Persistence or Machine Learning?

Christina E. Kumler, ; and R. Lagerquist

5:45 PM

12B.6

An Approach to Reducing the Dimensionality of a Wildfire Machine Learning Application

Paul J. Roebber, Univ. of Wisconsin - Milwaukee, Milwaukee, WI

J12

Artificial Intelligence, Numerical Weather Prediction, and High Performance Computing in a Data-driven Weather Future

Location: La Nouvelle C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Edward C. Wolff IV, University of Illinois Urbana-Champaign; Timothy Sliwinski; Tiago Quintino, ECMWF

4:30 PM

J12.1

Beyond Prediction: Exploring Uncertainty in Climate Models in the AI Era (Core Science Keynote)

V Balaji, Schmidt Sciences, New York, NY

5:00 PM

J12.2

Dynamic Generative AI for Real-Time Data Assimilation in NWP on High-Performance Computing Platforms

Guannan Zhang, ORNL, Oak Ridge, TN; ORNL, Oak Ridge, TN; and F. Bao and H. G. Chipilski

5:15 PM

J12.3

Porting Noah-MP Model into Energy Research and Forecasting Model Using a Novel Large Language Model Paradigm

Akash Dhruv, ANL, Lemont, IL; and M. Buehlmann, A. Lattanzi, H. Gopalan, R. Kotamarthi, and A. Almgren

5:30 PM

J12.4

Scaling GPU-Accelerated AI Models for Advanced Numerical Weather Prediction

John Schreck, NSF NCAR, Boulder, CO; and N. Sobhani, B. Kirk, D. Howard, W. E. Chapman, Y. Sha, and D. J. Gagne II

Awards Reception and Ceremony

Location: Great Hall A (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Wednesday Night Live

Location: Great Hall A (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the 24th Annual Student Conference; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

Session 13A

Artificial Intelligence for Radar

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Kyle A. Hilburn; Waylon G. Collins, National Weather Service; Randy J. Chase

8:30 AM

13A.1

Spatiotemporal Tornadic Prediction With Recurrent Neural Networks

Brian Popick, Air Force Institute of Technology, Wright-Patterson AFB, OH; and K. Fitch, C. Johnstone, B. Cox, and N. Gaw

8:45 AM

13A.2

Utilizing Deep Neural Networks for Short-Term Tornado Prediction and Detection using Multi-Modal Datasets

Mark Sanford Veillette, MIT Lincoln Laboratory, Lexington, MA; and J. M. Kurdzo and T. Reis

9:00 AM

13A.3

Exploring a simple CNN/RNN for radar nowcasting in memory-constrained environments

David Ryglicki, MyRadar, Orlando, FL; and S. Garimella

9:15 AM

13A.4

Development of a Multi-Sensor Multi-Radar (MRMS) Machine Learning QPE Approach over the Southwest US

Andrew P. Osborne, NSSL, Norman, OK; and J. Zhang, R. A. Clark III, and K. Howard

9:30 AM

13A.5

Using AI/ML Techniques to Improve Quantitative Precipitation Estimation from the Multi-Radar Multi-Sensor System over the Western US

Oscar V Chimborazo, PhD, Howard University, Washington, DC; and A. P. Osborne, R. A. Clark III, J. Zhang, S. Chiao, and A. Gerard

9:45 AM

13A.6

Using Generative AI Models for High Resolution Precipitation Forecasts: A Case Study using X-band Radar Data

Zhe Xu, University of Massachusetts Amherst, Amherst, MA; and A. Rutkovskii, B. J. Philips, and M. H. Zink

Manuscript (13.4 MB)

Session 13B

Artificial Intelligence for Clouds, Aerosol, and Precipitation I

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Chair: Philippe E. Tissot

CoChair: Marina Vicens-Miquel, Texas A&M Univ.-Corpus Christi

8:30 AM

13B.1

Exploring North Atlantic Marine Cloud Morphology using Self-Supervised Machine Learning

Andrew V. Geiss, PNNL, Richland, WA; and M. Christensen, A. Varble, PhD, J. Mülmenstädt, and H. Xiao

8:45 AM

13B.2

Retrieving Ice Particle Properties from in Situ Imaging Probes Using a Machine Learning Algorithm

Robert Schrom, GSFC, Rockville, MD; and K. S. Kuo

9:00 AM

13B.3

Decoding Nonlinear Signals in Multidimensional Precipitation Observations

Fraser King, University of Michigan, Ann Arbor, MI; and C. Pettersen, B. Dolan, J. A. Shates, and D. J. Posselt, PhD

9:15 AM

13B.4

IceDetectNet: Classifying Individual Ice Components in Aggregates

Huiying Zhang, ETH Zurich, Zurich, Switzerland; and Y. Chu, X. Li, A. J. Miller, F. Ramelli, R. O. David, J. Pasquier, U. Lohmann, and J. Henneberger

9:30 AM

13B.5

Characterizing and Reducing Microphysics Parameterization Error with Machine Learning-Enabled Bayesian Inference

Kaitlyn Loftus, Columbia Univ., New York, NY; and M. van Lier-Walqui and H. Morrison

9:45 AM

13B.6

Data-Driven Models for Precipitation Forecasting: A Two-Step Approach

Chi-Jui Chen, Texas A&M University, College Station, TX; and R. Saravanan, I. Szunyogh, C. J. Schumacher, and R. Wong

J13

High Performance Computing and other Innovative Computing Approaches for Community Earth System Models

Location: 223 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the Fourth Symposium on Community Modeling and Innovation; and the 24th Conference on Artificial Intelligence for Environmental Science )

Cochairs: Marc E. Cotnoir, Group NIRE; Krishna V. Kumar, NOAA

8:30 AM

J13.1

Powering AI-based Weather Prediction (Invited Presentation)

Jacob T. Radford, CIRA, Fort Collins, CO; and J. Q. Stewart and I. Ebert-Uphoff

9:00 AM

J13.2

Research and Development within the Scientific Computing Branch of NOAA’s Global Systems Laboratory

Isidora Jankov, NOAA, BOULDER, CO

9:15 AM

J13.3

Enhancing Community-Focused Data Assimilation Innovation Initiatives at EPIC

ReneDiego Martinez, San Antonio, TX; and K. V. Kumar, M. Huang, C. Book, E. Snyder, and K. M. Blackman

9:30 AM

J13.4

Warn on Forecast: Journey to a Cloud-Based HPC System

Salar Adili, Microsoft Corporation, Arlington, VA; and J. Martin

9:45 AM

J13.5

A First Prototype for In-Memory Data Transfer Between Earth System Models and Data Assimilation.

suman shekhar, Rutgers University, Highland Park, NJ; NCAR, Boulder, CO; and A. Pham, D. Amrhein, H. Kershaw, and U. Turuncoglu

Coffee Break

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Exhibit Hall Breakfast

Location: Hall B (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Session 14B

Artificial Intelligence for Clouds, Aerosol, and Precipitation II

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Chair: Kirana Olympia Bergstrom, University of Colorado Denver

CoChair: Marina Vicens-Miquel, Texas A&M Univ.-Corpus Christi

10:45 AM

14B.1

Machine Learning for Improving Precipitation and Aerosol-Cloud Interactions

Andrew Gettelman, PNNL, Richland, WA; and S. M. Burrows, D. J. Gagne II, and W. Chuang

11:00 AM

14B.2

Machine learning (ML) enhanced cloud and aerosol representations in Energy Exascale Earth System Model (E3SM)

Jiwen Fan, ANL, Lemont, IL; and Y. Shan, X. Zheng, Y. Feng, and B. Lusch

11:15 AM

14B.3

Disentangling Representations of Ice Crystals with In Situ Imagery and Unsupervised Learning

Joseph Ko, LEAP STC, New York, NY; Columbia Univ., New York, NY; and J. Y. Harrington, K. J. Sulia, V. Przybylo, M. van Lier-Walqui, and K. D. Lamb

11:30 AM

14B.4

Machine Learning Enhanced Snowfall Rate Retrievals from Passive Microwave Sensors

Yongzhen Fan, CISESS/ESSIC UMD, College Park, MD; and H. Meng, J. Dong, Y. Hong, C. Kongoli, Y. You, and R. Ferraro

11:45 AM

14B.5

'Real-Time Short-Term Quantitative Precipitation Forecasting Model Using VQGAN and Transformer for Operational Deployment'

Jieun Cha, KMA, Seogwipo-si, Jeju-do, Korea, Republic of (South); National Institute of Meteorological Science, Seogwipo-si, Jeju-do, South korea; and H. Lee and K. Park

J14A

Deep Learning Methods and Applications for Improving Weather Forecasts III (Joint between the 24th Conference on Artificial Intelligence for Environmental Science and the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP))

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Kyle A. Hilburn; Huiling Yuan, Nanjing University

10:45 AM

J14A.1

A Machine Learning-Based Bias Correction Method for Global Forecast System Products

Linlin Cui, Lynker at NOAA/NWS/NCEP/EMC, College Park, MD; and J. Wang, S. S. Tabas, W. Li, and J. R. Carley

11:00 AM

J14A.2

Uncertainty Estimation of Bayesian Deep Learning for Convective Initiation Nowcasting

Da Fan, The Pennsylvania State Univ., State College, PA; and D. J. Gagne II, S. J. Greybush, E. E. Clothiaux, J. Schreck, and C. Shen

11:15 AM

J14A.3

Leveraging Data-Driven Weather Forecasting for Improving Numerical Weather Prediction Skill through Large-Scale Spectral Nudging

Jean-François Caron, Environment and Climate Change Canada, Dorval, QC, Canada; and S. Z. Husain, L. Separovic, R. Aider, M. Buehner, S. Chamberland, E. Lapalme, R. McTaggart-Cowan, C. Subich, P. Vaillancourt, J. Yang, and A. Zadra

11:30 AM

J14A.4

Adding machine-learned uncertainty quantification to the National Blend of Models

Ryan A. Lagerquist, CIRA and NOAA/ESRL/GSL, Boulder, CO; and J. Crockett, A. Layne, K. McGrath, P. J. Roebber, and G. Wagner

11:45 AM

J14A.5

Predicting Forecast Errors in Numerical Weather Prediction Models Using Long-Short-Term Memory Models across New York State

David Aaron Evans, Albany, Albany, NY; and K. J. Sulia, N. P. Bassill, C. D. Thorncroft, J. C. Rothenberger, and L. Gaudet, Ph.D.

Session J14B

Data Lifecycle: From Collection to Visualization

Location: 352 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 41st Conference on Environmental Information Processing Technologies; the 24th Conference on Artificial Intelligence for Environmental Science; the 15th Conference On Transition Of Research To Operations (15R2O); and the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science )

Chair: Maxwell A. Grover, Argonne National Laboratory

CoChair: Tiffany C. Vance, NOAA

10:45 AM

14B.1

Advancing Suborbital Metadata in the NASA CMR to Facilitate Open and Versatile (re)Discovery and (re)Use of Airborne and Field Observations

Stephanie M. Wingo,

11:00 AM

14B.2

Modernization of NCEI Legacy Software Suites for Improved Functionality and Cloud Readiness

Christina Maurin, NOAA, Asheville, NC; and S. M. Purpura, K. Orcutt, L. Hembeck, and A. Navard

11:15 AM

14B.3

The Geolocated Information Processing System (GeoIPS) – A Platform for Collaborative Development

Christopher Camacho, NRL, Monterey, CA; and M. Surratt, S. Yang, C. Selman, J. E. Solbrig, and A. Thorpe

11:30 AM

14B.4

Scientific Visualization and Mathematical Modeling of Weather Data: AnInterdisciplinary Approach to Learning with IDV

Yuan Ho, UCAR, Boulder, CO; and Y. Sun

11:45 AM

14B.5

Data transformation to drive faster and better decisions.

Kathryn A. Shontz, NOAA, Silver Spring, MD

12:00 PM-1:45 PM: Thursday, 16 January 2025

Lunch Break

Hosts: (Joint between the Events; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 24th Conference on Artificial Intelligence for Environmental Science; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Air-Sea Interaction; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); and the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation )

12:45 PM-1:05 PM: Thursday, 16 January 2025

Daily Weather Briefings

Location: 229 (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

1:45 PM-3:00 PM: Thursday, 16 January 2025

J15A

Deep learning methods and applications for improving weather forecasts IV (Joint between the 24th Conference on Artificial Intelligence for Environmental Science and the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP))

Location: 339 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

CoChair: Haonan Chen, Cooperative Institute for Research in the Atmosphere (CIRA)

1:45 PM

J15A.1

A Convection-Permitting Reforecast for Training High-Resolution Deep Learning Numerical Weather Prediction

Thomas M. Hamill, The Weather Company, Boulder, CO; and P. Neilley, K. Kashinath, R. R. P. Kumar, M. S. Pritchard, T. Ge, C. Ponder, A. Subramaniam, J. Pathak, S. Posey, J. Wong, B. Wilt, and Q. Kanchwala

2:00 PM

J15A.2

UT-MeteoGAN: A Next-Generation AI Model for High-Resolution Numerical Weather Prediction

Manmeet Singh, The University of Texas at Austin, Austin, TX; and N. Sudharsan, PhD, H. Kamath, V. SB, H. Dashtian, A. Patel, A. Chavoshi, C. Dawson, M. Young, Z. L. Yang, and D. Niyogi

2:15 PM

J15A.3

Connecting Global to Local Systems: Multi-Resolution Weather Modeling Using a Foundation Model for Data Assimilation

Kate Duffy, Zeus AI, Cambridge, MA; and T. Vandal and Y. Nachmany

J15A.4

Leveraging Transfer Learning on GraphCast to Improve GFS Forecasts

2:45 PM

J15A.5

Evaluating the Predictions of Horn of Africa 2020-2022 Drought by GraphCast

Zheng Wu, SUNY Albany, Albany, NY

PD15B

Good Use and Practices for AI in Environmental Science

Location: 245 (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Anthony J. Wimmers, CIMMS; Christina E. Kumler, CIRA

Panelists: David John Gagne II, NCAR; Douglas Rao, Cooperative Institute for Satellite Earth System Studies (CISESS); Randy J. Chase; Martin Robert Suttie

3:00 PM-3:40 PM: Thursday, 16 January 2025

Thursday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

27AtChem Contribution of marine biological emissions to gaseous methylamines in the atmosphere: an emission inventory based on multi-source data sets

E3

7Tropical Observations, Analysis, and Implications from Tropical Cyclone Landfalls in a Near-Shore Environment

James Robert Howard Ph.D, Meteorologist, Ponchatoula, LA; and S. W. Mayberry, S. M. Wingo, S. F. Blair, C. Kelly, C. Cupp, and D. R. Jones

E89

1FIREWX Diagnosing Moisture Anomalies at the Drought-Wildfire Nexus: the Marshall (CO) and Caldor (CA) Fires.

Mike Hobbins, CIRES, Boulder, CO; Cooperative Institute for Research in Environmental Sciences, Boulder, CO; and D. J. McEvoy

E90

41EIPT Polarimetric Radar Data Assimilation With a Parameterized Radar Operator Using MPAS-JEDI

Zhiquan Liu, NSF-NCAR, Lafayette, CO; and H. Xie, T. Sun, and R. Kong

E91

39HYDRO Investigation of Machine Learning Algorithms in Representing Global Flash Drought Patterns

Stuart Galen Edris, University of Oklahoma, Norman, OK; and A. McGovern, J. B. Basara, J. I. Christian, J. C. Furtado, H. O. Olayiwola, and X. Xiao

E92

17AEROSOL New particle formation from isoprene under upper-tropospheric conditions

Jiali Shen, University of Helsinki, Helsinki, Finland; and D. Rusell, J. Kirkby, J. Curtius, and X. C. He

E93

24AI Advancing Extreme Precipitation Prediction over CONUS Using Diffusion Models with Spatial and Temporal Uncertainty Quantification

E94

34EDUCATION The Center for Inclusive Climate Communications: Towards A Global Resource for Education, Training, Research, and Service

Bruce N. Walker, Georgia Institute of Technology, Atlanta, GA; and A. S. Bower and I. Martincic

E95

17AEROSOL Assessing the effect of cloud organization on cloud-aerosol interactions

E96

1FIREWX Integrating Vertical Wind Adjustment into Warn-on-Forecast System for Smoke (WoFS-smoke)

Fangjiao Ma, CIWRO, Norman, OK; and T. A. Jones

E97

21OESS WxNet: A Next Generation Space-Based Environmental Monitoring Constellation

John Fisher, Brandywine Photonics, West Chester, PA; and C. David, Z. Burns, D. B. Hogan, and J. Predina

E98

24AI Deep Learning based Postprocessing for Freezing Level Forecasting over FIRO Watersheds

Vesta Afzali Gorooh, SIO, La Jolla, CA; Center for Western Weather and Water Extremes, Scripps Institution of Oceanography, Univ. of California, San Diego, La Jolla, CA; and S. Roj, A. Sengupta, M. Ghazvinian, PhD, J. L. Bano Medina, R. Weihs, D. Axisa, J. F. Kalansky, and L. Delle Monache

E99

38CVC Continental and Regional-Scale Urban Warming Signals are Detectable and Increasing with Urban Evolution

TC Chakraborty, PNNL, Richland, WA; and Y. Qian

E100

24AI Temporal Causal Analysis of Aerosol-Cloud Interactions in Atmospheric Models Using Time-Series Causal Neural Networks

Xue Zheng, LLNL, Livermore, CA; and Faruque, S. Qiu, and J. Wang

E101

24AI Deep Learning-Based Methods for Precipitation Bias Correction

Huiling Yuan, Nanjing Univ., Nanjing, Jiangsu, China; and Z. Zhang

E102

21OESS Delphi: An Infrared Projection System for Next Generation Weather Satellite Testing

Cordelia David, Brandywine Photonics, West Chester, PA; Brandywine Photonics, WEST CHESTER, PA; and J. Fisher

E103

41EIPT Establishing the Airborne Phased Array Radar (APAR) Observing Simulator as a Proving Ground for Radar Scan Analysis and Algorithm Development

Bradley Klotz, NCAR, Boulder, CO; and W. C. Lee, J. Vivekanandan, and K. Manning

E104

FireWx Integration of the Freitas 1-D Model with NUCAPS for Assessing 2020 California Pyrocumulonimbus Events

Arunas P. Kuciauskas, Retired, Marine Meteorology Division, Naval Research Laboratory, MONTEREY, CA; and L. Wilson, D. V. V. Mallia, T. Wilmot, D. A. Peterson, and J. R. Campbell

3:00 PM-4:30 PM: Thursday, 16 January 2025

Coffee Break

Location: Hall B (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

Formal Poster Viewing and Coffee Break

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the 24th Conference on Air-Sea Interaction; the 17th Symposium on Aerosol Cloud Climate Interactions; the 24th Conference on Artificial Intelligence for Environmental Science; the 29th Conference of Applied Climatology; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 27th Conference on Atmospheric Chemistry; the Symposium on Careers in Operational Government Meteorology and Hydrology; the Second Symposium on Cloud Physics; the Fourth Symposium on Community Modeling and Innovation; the 23rd Symposium on the Coastal Environment; the 38th Conference on Climate Variability and Change; the Sixth Symposium on Diversity, Equity, and Inclusion; the New Orleans Forum on Climate Linked Economics; the 34th Conference on Education; the 41st Conference on Environmental Information Processing Technologies; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the First Conference on Fire Weather, Technology, and Risk; the 16th Conference on Environment and Health; the 23rd History Symposium; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 39th Conference on Hydrology; the 21st Conference on Major Weather Impacts; the Tenth Symposium on US-International Partnerships; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 13th Symposium on the Joint Center for Satellite Data Assimilation; the Heather Lazrus Symposium; the 13th Symposium on Lidar Atmospheric Applications; the 12th Conference on the Meteorological Application of Lightning Data; the Gerald A Meehl Symposium; the Fourth Symposium on Mesoscale Processes; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 21st Annual Symposium on Operational Environmental Satellite Systems; the Presidential Conference; the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the Symposium on Radar Research to Operations; the 15th Conference On Transition Of Research To Operations (15R2O); the Third Symposium on Environmental Security; the 25th Symposium on Meteorological Observation and Instrumentation; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 22nd Conference on Space Weather; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; and the 13th Symposium on the Weather, Water, and Climate Enterprise )

1

Deep Learning Methods and Applications for Improving Weather Forecasts Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the 24th Conference on Artificial Intelligence for Environmental Science; and the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP) )

Cochairs: Kaitlyn R. Jesmonth, SUNY Oswego; Aaron J. Hill, Colorado State University; Huiling Yuan, Nanjing University; Haonan Chen, Cooperative Institute for Research in the Atmosphere (CIRA)

962

Two-Step Machine Learning Process for Precipitation Nowcasting over the UAE Region

EunYeol Kim, Colorado State University, Fort Collins, CO; and V. Chandrasekar and L. Delle Monache

963

Deep Learning for Estimating Local Near-surface Wind in Mountainous Areas

Takenobu Michioka, Kindai University, Higashiosaka, Osaka, Japan; and K. Kosaka, H. Kawamoto, H. Takimoto, and A. Sato

964

A Machine Learning Bias Correction of Large-Scale Environment of High-Impact Weather Systems Simulated by E3SM Atmosphere Model

Shixuan Zhang, Pacific Northwest National Laboratory, Richland, WA; and L. R. Leung, B. Harrop, B. B. Sorensen, and T. Sapsis

965

An Analysis of Training Strategies for Adapting Deep Learning-Based Emulators to New Geographic Regions

Matthew Weiss, MIT Lincoln Laboratory, Lexington, MA; and M. S. Veillette

966

Development of a Coupled Ocean-Atmosphere Emulator

967

Increased Performance and Capability of AI-based Nowcasting for Free Space Optical Communication

Chad Wiley, Northrop Grumman Corporation, Fairfax, VA; and B. D. Felton, C. L. Comer, M. E. Craddock, and H. Kiley

968

Data-Driven Regional Weather Forecasting: A Comparative Study of FourCastNet and GraphCast

Ming Fan, Oak Ridge National Laboratory, Oak Ridge, TN; and H. G. Kang, W. Zhang, and J. M. Restrepo

969

Improved prediction of extreme ENSO events using an artificial neural network with weighted loss functions

Dong-Hoon KIM, Jeju National University, Jeju-si, 49, South korea; Jeju National University, Jeju-si, Jeju-do, Korea, Republic of (South); and I. J. Moon

970

Regional Data-driven Weather Modeling with a Global Stretched-grid

Ivar A Seierstad, MET Norway, OSLO, OSLO, Norway; and H. Haugen, M. S. Ingstad, T. N. Nipen, E. M. Nordhagen, A. F. Shafiq, P. Tedesco, J. Kristiansen, S. Lang, M. Alexe, J. Dramsch, B. Raoult, G. Mertes, and M. Chantry

Handout (2.9 MB)

971

Predicting Heat Extremes over the Contiguous United States using Deep Learning

Jahangir Ali, University of Arkansas, Fayetteville, AR; and L. Cheng

972

Physic-Informed AI for Wind Forecasting from Satellite Observations

Bûn-Kim Nicolas San, Universidad Carlos III de Madrid, Leganes, Madrid, Spain; and A. Moreno Soto, J. García-Heras, and M. Soler

973

Deep Learning for Short-Term Characterization of Tornado Intensity

Nathan Erickson, University of Oklahoma, Norman, OK; and A. McGovern and A. J. Hill

974

Pangu-DART: Enabling Ensemble Kalman Filter Data Assimilation for ML-Based Numerical Weather Prediction Models

Nuo Chen, University of Oklahoma, norman, OK; and H. Kershaw

Manuscript (647.7 kB)

Handout (1.0 MB)

975

Convolutional Neural Networks for Predicting Orographic Precipitation Gradients: Outcomes from Leveraging Spatial Relationships

Savanna Wolvin, Univ. of Utah, Salt Lake City, UT; and C. Strong, S. Brewer, A. Warner, and A. James

976

Implementation of a FourCastNet v2 Ensemble System to Improve Consensus Weather Forecasting at The Weather Company

Joseph P. Koval, The Weather Company, Brookhaven, GA; and C. Guiang, T. M. Hamill, D. Foster, K. Kashinath, M. S. Pritchard, and M. Klain

Artificial Intelligence for Clouds, Aerosol, and Precipitation Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

Cochairs: Ryan Lagerquist; Zhonghua Zheng, University of Illinois at Urbana-Champaign; Randy J. Chase

951

Kayley Marie Butler, University of Southern California, Los Angeles, CA; and S. J. Silva

952

Developing a Machine Learning Model to Predict Dry Thunderstorms Associated with Haboobs

Beto L. Estrada Jr., Texas A&M University-Corpus Christi, Corpus Christi, TX; and A. Walker, J. Nachamkin, E. Krell, D. A. Peterson, C. T. Nguyen, J. R. Campbell, and P. E. Tissot

953

Impact of Dimensionality Reduction on Machine-learning-based Cloud Mask Algorithm for Infrared Hyperspectral Observations

Qikai Hu, University of Michigan, Ann Arbor, Ann Arbor, MI; and C. Fan, X. Chen, and X. Huang

954

Satellite-based Estimates of Western Pacific Tropical Cyclone Rainfall Intensity

Timothy J. Wagner, University of Wisconsin-Madison, Madison, WI; and M. J. Foster, S. Moeller, Y. L. Chen, and Y. C. Chang

Artificial Intelligence for Radar Poster Session

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Host: 24th Conference on Artificial Intelligence for Environmental Science

955

Investigating the Use of Machine Learning (ML) to Assess Tropospheric Doppler Radar Wind Profiler (TDRWP) Data Quality

Corey Dalke Walker, MSFC, Grant, AL

Handout (1.8 MB)

956

Development of AI-Based Nowcasting Model for Precipitation Using SimVP: Simpler yet Better Video Prediction Method and RADAR Data

Seong Hun Pyo, Korea Meteorological Administration, Seogwipo-si, Jeju, South korea; and H. Lee, K. Park, J. Cha, and Y. H. Baek

957

Precipitation Microphysics Retrieval from Polarimetric Weather Radar Data using Physically Constrained Machine Learning Techniques

Junho Ho, University of Oklahoma, Norman, OK; and G. Zhang, P. Liu, J. Gao, and C. H. Ho

958

Machine Learning for Hydrometeor Particle Identification Using Dual-Polarization Radar Observations

Songjian Tan, Colorado State University, Fort Collins, CO; and H. Chen and W. C. Lee

959

Enhancing Orographic Precipitation Nowcasting over the Santa Clara Valley Using Deep Learning

LIANGWEI WANG, Colorado State University, Fort Collins, CO; and H. Chen

960

Data Enhancement and High-Resolution Nowcasting for Single Solid-State Weather Radar

Matej Choma, Meteopress, Prague, Czech republic; and M. Murín, J. Bartel, and M. Troller

961

Classification of Non-meteorological Echoes from Dual Polarization Weather Radar Observations using Deep Learning Models

EunYeol Kim, Colorado State University, Fort Collins, CO; and S. Lim and V. Chandrasekar

3:50 PM-4:30 PM: Thursday, 16 January 2025

Thursday ePosters

Location: Hall C (New Orleans Ernest N. Morial Convention Center)

Hosts: (Joint between the Events; the Heather Lazrus Symposium; the Gerald A Meehl Symposium; the 41st Conference on Environmental Information Processing Technologies; the 39th Conference on Hydrology; the 38th Conference on Climate Variability and Change; the 34th Conference on Education; the 33rd Conference on Weather Analysis and Forecasting (WAF)/29th Conference on Numerical Weather Prediction (NWP); the 29th Conference of Applied Climatology; the 29th Conference on Integrated Observing and Assimilation Systems for the Atmosphere, Oceans, and Land Surface (IOAS-AOLS); the 27th Conference on Atmospheric Chemistry; the 25th Symposium on Meteorological Observation and Instrumentation; the 25th Conference on Aviation, Range, and Aerospace Meteorology; the 24th Conference on Air-Sea Interaction; the 24th Conference on Artificial Intelligence for Environmental Science; the 23rd Symposium on the Coastal Environment; the 23rd History Symposium; the 22nd Conference on Space Weather; the 21st Conference on Major Weather Impacts; the 21st Annual Symposium on Operational Environmental Satellite Systems; the 20th Symposium on Societal Applications: Policy, Research and Practice; the 17th Symposium on Aerosol Cloud Climate Interactions; the 16th Conference on Environment and Health; the 16th Conference on Weather, Water, Climate, and the New Energy Economy; the 15th Conference On Transition Of Research To Operations (15R2O); the 15th Symposium on Advances in Modeling and Analysis Using the Programming Languages of Open Science; the 13th Symposium on Building a Weather-Ready Nation: Enhancing Our Nation; the 13th Symposium on the Joint Center for Satellite Data Assimilation; the 13th Symposium on Lidar Atmospheric Applications; the 13th Symposium on the Madden-Julian Oscillation and Sub-Seasonal Monsoon Variability; the 11th Symposium on High Performance Computing for Weather, Water, and Climate; the 13th Symposium on the Weather, Water, and Climate Enterprise; the 12th Conference on the Meteorological Application of Lightning Data; the Tenth Symposium on US-International Partnerships; the Seventh Special Symposium on Tropical Meteorology and Tropical Cyclones; the Sixth Symposium on Diversity, Equity, and Inclusion; the Fourth Symposium on Community Modeling and Innovation; the Fourth Symposium on Mesoscale Processes; the Third Symposium on Environmental Security; the Second Symposium on Cloud Physics; the First Conference on Fire Weather, Technology, and Risk; the Symposium on Radar Research to Operations; the Symposium on Careers in Operational Government Meteorology and Hydrology; and the New Orleans Forum on Climate Linked Economics )

E105

39Hydro Utilizing Satellite Imagery and Machine Learning to Quantify Drought Risk Index in Thailand’s Agricultural Regions

Woranut Chansury, Geo-Informatics and Space Technology Development Agency, Lak si, 10, Thailand; and V. Bonnlerd, P. Nueangjumnong, P. Petchprayoon, Y. Chaweewong, V. KHETTAR, S. Noikeaing, P. Rattanaburi, A. Yutthapan, and S. Rattanasupa

E106

27AtChem TEMPO CLDO4 cloud algorithm and product

Huiqun wang, Harvard-Smithsonian Center For Astrophysics; Smithsonian Astrophysical Observatory, Cambridge, MA; and G. Gonzalez Abad, C. R. Nowlan, H. Chong, W. Hou, J. Park, X. Liu, K. Chance, J. Houck, D. E. Flittner, A. Vasilkov, E. S. Yang, J. Joiner, R. J. SPURR, W. Qin, Z. Fasnacht, and K. E. E. Knowland

E107

27AtChem Modeling the atmospheric transport and possible radiative impact of alumina aerosols emitted from the projected increase in annual satellite reentry emissions.

Christopher Maloney, NOAA, Boulder, CO; and R. Portmann, M. Ross, and K. H. Rosenlof

E108

38CVC The Influence of the North Atlantic Subtropical High on Atmospheric Rivers over the Eastern United States

Julia E. Finkhauser, Virginia Polytechnic Institute and University, Blacksburg, VA

E109

21OESS Advances in Integrated Calibration Validation System (ICVS) ATMS Instrument Performance and Science Data Quality Monitoring

E110

21OESS NESDIS Common Cloud Framework (NCCF) Products Operation Processes and Procedures

Zhaohui Cheng, NOAA, College Park, MD

E111

21OESS GOES-19 ABI Imagery at UW-Madison

Mathew Gunshor, CIMSS, Univ. of Wisconsin-Madison, Madison, WI; and T. J. Schmit and J. P. Nelson III

E112

21OESS Scaling Satellite Ground Systems Leveraging Artificial Intelligence

Carter Long, Cognitive Space, Houston, TX; and J. Edmiston, T. Fleming, and D. Garner

Manuscript (3.6 MB)

E113

21OESS NOAA/NESDIS/GEO Satellite Applications Training and User Engagement

Sherrie Secunda Morris, NOAA, Greenbelt, MD; and D. Lindsey, S. Goodman, S. Superczynski, and A. Latto

E114

21OESS Operational Implementation of DoD's WSF-M Satellite at FNMOC

Yiping Wang, FNMOC, MONTEREY, CA

E115

13WRN Cleveland Public Library Microclimate Study Initiative

Suzi M Perez, Cleveland Public Library, Cleveland, OH

E116

13WRN Service Equity Conference at WFO Indianapolis: Taking Results and Applying Towards Improvement to Products and Services

David L. Beachler, NWS, Indianapolis, IN; NWS, Indianapolis, IN; and S. L. Lashley

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24th Conference on Artificial Intelligence for Environmental Science

Tuesday, 7 January 2025

1:00 PM-2:00 PM: Tuesday, 7 January 2025

Saturday, 11 January 2025

7:30 PM-10:00 PM: Saturday, 11 January 2025

Sunday, 12 January 2025

2:30 PM-3:30 PM: Sunday, 12 January 2025

4:00 PM-5:15 PM: Sunday, 12 January 2025

5:30 PM-6:15 PM: Sunday, 12 January 2025

Monday, 13 January 2025

8:30 AM-10:00 AM: Monday, 13 January 2025

10:00 AM-10:45 AM: Monday, 13 January 2025

10:45 AM-12:00 PM: Monday, 13 January 2025

12:00 PM-1:45 PM: Monday, 13 January 2025

12:45 PM-1:05 PM: Monday, 13 January 2025

1:45 PM-3:00 PM: Monday, 13 January 2025

3:00 PM-3:40 PM: Monday, 13 January 2025

3:00 PM-4:30 PM: Monday, 13 January 2025

3:50 PM-4:30 PM: Monday, 13 January 2025

4:30 PM-6:00 PM: Monday, 13 January 2025

6:00 PM-7:30 PM: Monday, 13 January 2025

8:00 PM-10:00 PM: Monday, 13 January 2025

Tuesday, 14 January 2025

8:30 AM-10:00 AM: Tuesday, 14 January 2025

10:00 AM-10:45 AM: Tuesday, 14 January 2025

10:45 AM-12:00 PM: Tuesday, 14 January 2025

12:00 PM-1:45 PM: Tuesday, 14 January 2025

12:45 PM-1:05 PM: Tuesday, 14 January 2025

1:45 PM-3:00 PM: Tuesday, 14 January 2025

3:00 PM-3:40 PM: Tuesday, 14 January 2025

3:00 PM-4:30 PM: Tuesday, 14 January 2025

3:50 PM-4:30 PM: Tuesday, 14 January 2025

4:30 PM-6:00 PM: Tuesday, 14 January 2025

6:00 PM-7:00 PM: Tuesday, 14 January 2025

7:00 PM-11:00 PM: Tuesday, 14 January 2025

Wednesday, 15 January 2025

8:30 AM-10:00 AM: Wednesday, 15 January 2025

10:00 AM-10:45 AM: Wednesday, 15 January 2025

10:45 AM-12:00 PM: Wednesday, 15 January 2025

12:00 PM-1:30 PM: Wednesday, 15 January 2025

12:00 PM-1:45 PM: Wednesday, 15 January 2025

12:45 PM-1:05 PM: Wednesday, 15 January 2025

1:45 PM-3:00 PM: Wednesday, 15 January 2025

3:00 PM-3:40 PM: Wednesday, 15 January 2025

3:00 PM-4:30 PM: Wednesday, 15 January 2025

3:50 PM-4:30 PM: Wednesday, 15 January 2025

4:30 PM-6:00 PM: Wednesday, 15 January 2025

6:00 PM-7:30 PM: Wednesday, 15 January 2025

7:30 PM-9:30 PM: Wednesday, 15 January 2025

Thursday, 16 January 2025

8:30 AM-10:00 AM: Thursday, 16 January 2025

10:00 AM-10:45 AM: Thursday, 16 January 2025

10:45 AM-12:00 PM: Thursday, 16 January 2025

12:00 PM-1:45 PM: Thursday, 16 January 2025

12:45 PM-1:05 PM: Thursday, 16 January 2025

1:45 PM-3:00 PM: Thursday, 16 January 2025

3:00 PM-3:40 PM: Thursday, 16 January 2025

3:00 PM-4:30 PM: Thursday, 16 January 2025

3:50 PM-4:30 PM: Thursday, 16 January 2025

Tuesday, 7 January 2025

1:00 PM-2:00 PM: Tuesday, 7 January 2025

Saturday, 11 January 2025

7:30 PM-10:00 PM: Saturday, 11 January 2025

Sunday, 12 January 2025

2:30 PM-3:30 PM: Sunday, 12 January 2025

4:00 PM-5:15 PM: Sunday, 12 January 2025

5:30 PM-6:15 PM: Sunday, 12 January 2025

Monday, 13 January 2025

8:30 AM-10:00 AM: Monday, 13 January 2025

10:00 AM-10:45 AM: Monday, 13 January 2025

10:45 AM-12:00 PM: Monday, 13 January 2025

12:00 PM-1:45 PM: Monday, 13 January 2025

12:45 PM-1:05 PM: Monday, 13 January 2025

1:45 PM-3:00 PM: Monday, 13 January 2025

3:00 PM-3:40 PM: Monday, 13 January 2025

3:00 PM-4:30 PM: Monday, 13 January 2025

3:50 PM-4:30 PM: Monday, 13 January 2025

4:30 PM-6:00 PM: Monday, 13 January 2025

6:00 PM-7:30 PM: Monday, 13 January 2025

8:00 PM-10:00 PM: Monday, 13 January 2025