Topic: 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<i></i> (105th AMS Annual Meeting)

Monday, 13 January 2025: 3:00 PM-4:30 PM

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

Host: 24th Conference on Artificial Intelligence for Environmental Science

Papers:

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

- Indicates paper has been withdrawn from meeting

- Indicates an Award Winner

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