Seventh Conference on Artificial Intelligence and its Applications to the Environmental Sciences (Expanded View)

* - Indicates paper has been withdrawn from meeting

Program Chairpersons:
Sue Ellen Haupt, Penn State Univ.

Compact View of Conference

Saturday, 10 January 2009
7:30 AM-10:00 AM, Saturday
Student Conference Badge Pick-up Only
 
Sunday, 11 January 2009
7:30 AM-9:00 AM, Sunday
Short Course Registration
 
9:00 AM-6:00 PM, Sunday
Annual Meeting Registration Begins
 
12:00 PM-4:00 PM, Sunday, Northballroom A
Weatherfest
 
3:00 PM-4:00 PM, Sunday, Room 130
First-Time Attendee Briefing
 
5:00 PM-7:00 PM, Sunday, Hall 5
Fellows Reception
 
Monday, 12 January 2009
7:30 AM-5:30 PM, Monday
Registration Open
 
8:30 AM-10:15 AM, Monday, Ballroom ABC
Presidential Forum
 
10:15 AM-10:45 AM, Monday
Coffee Break in Meeting Room Foyer
 
10:45 AM-11:45 AM, Monday, Room 125A
Joint Session 1 Joint Session between the 7th Conference on Artificial Intelligence and the Meteorological Aspects of Air Pollution Committee—I
Chairs: Michael Brown, LANL, Los Alamos, NM; Antonello Pasini, CNR, Rome Italy
10:45 AMJ1.1Assimilating Concentration Data into Dispersion Models with a Genetic Algorithm  extended abstract wrf recording
Sue Ellen Haupt, Penn State Univ., University Park, PA; and K. J. Long, A. Beyer-Lout, and G. S. Young
11:00 AMJ1.2Source Term Estimation using a Genetic Algorithm and SCIPUFF  extended abstract wrf recording
Kerrie J. Long, Penn State University, State College, PA; and S. E. Haupt, G. Young, L. M. Rodriguez, and M. McNeal
11:15 AMJ1.3Sheared Gaussian Coupled with Hybrid Genetic Algorithm for Source Characterization using CFD and FFT07 data  extended abstract wrf recording
Luna M. Rodriguez, Penn State University, University Park, PA; and A. J. Annunzio, S. E. Haupt, and G. S. Young
11:30 AMJ1.4Back trajectories for hazard origin estimation: BackHOE  extended abstract wrf recording
George S. Young, Penn State Univ., University Park, PA; and J. Limbacher and S. E. Haupt
 
12:00 PM-1:30 PM, Monday
Lunch Break
 
1:30 PM-2:30 PM, Monday, Room 125A
Joint Session 3 Joint Session between the 7th Conference on Artificial Intelligence and the Meteorological Aspects of Air Pollution Committee—II
Chairs: Antonello Pasini, CNR, Rome Italy; Michael Brown, LANL, Los Alamos, NM
1:30 PMJ3.1Accounting for wind direction uncertainty in the BERT event reconstruction tool   wrf recording
Michael D. Williams, LANL, Los Alamos, NM; and M. J. Brown and G. E. Streit
1:45 PMJ3.2A comparison of Bayesian and conditional density models in probabilistic ozone forecasting   wrf recording
Song Cai, Univ. of British Columbia, Vancouver, BC, Canada; and W. W. Hsieh and A. J. Cannon
2:00 PMJ3.3Use of Neural Networks Models to Forecast Ozone pollutant in Rome Urban Area  extended abstract wrf recording
Armando Pelliccioni, ISPESL, Monteporzio Catone, Italy; and F. Pungi, A. Ianni, and L. Bellina
2:15 PMJ3.4Satellite Remote Sensing of Particulate Matter Air Quality: A Neural Network Approach   wrf recording
Pawan Gupta, Univ. of Alabama, Huntsville, AL; and S. A. Christopher
 
2:30 PM-4:00 PM, Monday, Hall 5
Formal Poster Viewing with Coffee Break
 
2:30 PM-4:00 PM, Monday, Hall 5
Poster Session 1 Applications of Artificial Intelligence Poster Session
 P1.1Forecasting of the winds along the glide paths at an airport by applying a chaotic oscillatory neural network (CONN) to the Doppler LIDAR data  extended abstract
K.M. Kwong, Hong Kong Polytechnic University, Hong Kong, , China; and P. W. Chan
 P1.2A COMPUTER VISION SYSTEM TO ANALYSE LIGHTNING FLASHES IMAGES  extended abstract
Rosangela B. B. Gin, Centro Universitario da FEI, Sao Bernardo do Campo, Sao Paulo, Brazil; and R. A.C. Bianchi and B. H.A. Pilon
 
4:00 PM-5:30 PM, Monday, Room 125A
Session 1 Applications of Artificial Intelligence—I
Chair: S. Lakshmivarahan, University of Oklahoma, Norman, OK
4:00 PM1.1On the nonlinear relation between model parameters and forecast parameters   wrf recording
Caren Marzban, APL, Seattle, WA; and S. Sandgathe, D. Morison, and N. Lederer
4:15 PM1.2Replacing Missing Data for Ensemble Systems  extended abstract wrf recording
Tyler C. McCandless, Penn State University, University Park, PA; and S. E. Haupt and G. Young
4:30 PM1.3Spatiotemporal field interpolation using artificial neural networks in the Gulf of Maine   wrf recording
François P. Neville, University of Maine, Orono, ME
4:45 PM1.4Expanding the spatial awareness of spatiotemporal relational probability trees to improve the analysis of severe thunderstorm models   wrf recording
David John Gagne II, University of Oklahoma, Norman, OK; and A. McGovern, N. C. Hiers, M. Collier, and R. A. Brown
5:00 PM1.5Cluster analysis of kernel-based principal components   wrf recording
Michael B. Richman, Univ. of Oklahoma, Norman, OK; and I. Adrianto
5:15 PM1.6Comparison of random forest, artificial neural network, and multi-linear regression: a water temperature prediction case   wrf recording
Robyn L. Ball, Texas A&M University, Corpus Christi, TX; and P. Tissot, B. Zimmer, and B. Sterba-Boatwright
 
5:25 PM-5:30 PM, Monday
Sessions Adjourn for the Day
 
5:30 PM-7:30 PM, Monday, Hall 4
Opening of the Exhibit Hall with Reception
 
Tuesday, 13 January 2009
8:30 AM-9:45 AM, Tuesday, Room 125A
Session 2 Applications of Artificial Intelligence—II
Chair: John K. Williams, NCAR, Boulder, CO
8:30 AM2.1A Data Mining Approach to Soil Temperature and Moisture Prediction  extended abstract wrf recording
William Myers, NCAR, Boulder, CO; and S. Linden and G. Wiener
8:45 AM2.2Arctic blizzard prediction by nonlinear statistical downscaling of GFS Reforecast model outputs   wrf recording
Zhen Zeng, University of British Columbia, Vancouver, BC, Canada; and W. W. Hsieh, W. R. Burrows, and A. Giles
9:00 AM2.3Regionalization of clear-air turbulence forecasting using machine learning  extended abstract
Jennifer Abernethy, NCAR/RAL, Boulder, CO
9:15 AM2.4Developing a global atmospheric turbulence decision support system for aviation  extended abstract wrf recording
John K. Williams, NCAR, Boulder, CO; and R. D. Sharman and C. J. Kessinger
9:30 AM2.5UAV navigation by expert system for contaminant mapping  extended abstract wrf recording
George S. Young, Penn State Univ., University Park, PA; and Y. Kuroki and S. E. Haupt
 
9:45 AM-11:00 AM, Tuesday, Hall 5
Formal Poster Viewing with Coffee Break (See poster listing in Monday's program)
 
11:00 AM-6:00 PM, Tuesday
Exhibits Open
 
11:00 AM-12:00 PM, Tuesday, Room 125A
Joint Session 6 Hydrology and AI: Status and Applications–I (Joint between the Seventh Conference on Artificial Intelligence and its Applications to the Environmental Sciences and the 23rd Conference on Hydrology)
Chairs: Philippe Tissot, Texas A&M Univ., Corpus Christi, TX; Bart Nijssen, University of Arizona, Tucson, AZ
11:00 AMJ6.1(Invited Speaker) Precipitation monitoring and streamflow flow forecasting using ANN models   wrf recording
Kuo-lin Hsu, Center for Hydrometeorology and Remote Sensing, Irvine, CA
11:30 AMJ6.2A Simple Data-Driven Model for Streamflow Prediction  extended abstract wrf recording
Valliappa Lakshmanan, CIMMS/Univ. of Oklahoma, NOAA/NSSL, Norman, OK; and J. J. Gourley, Z. Flamig, and S. Giangrande
11:45 AMJ6.3Comparison of manual and automated quality control of operational hourly precipitation data of the national weather service  extended abstract wrf recording
Dongsoo Kim, NOAA/NESDIS/NCDC, Asheville, NC; and E. I. Tollerud, S. V. Vasiloff, and J. Caldwell
 
12:00 PM-1:30 PM, Tuesday
Lunch Break (Cash and Carry in Exhibit Hall)
 
1:30 PM-3:00 PM, Tuesday, Room 125A
Joint Session 7 Hydrology and AI: Status and Applications—II (Joint between the Seventh Conference on Artificial Intelligence and its Applications to the Environmental Sciences and the 23rd Conference on Hydrology)
Chairs: Philippe Tissot, Texas A&M Univ., Corpus Christi, TX; Bart Nijssen, University of Arizona, Tucson, AZ
1:30 PMJ7.1The added value of surface data to radar-derived rainfall rate estimation using an artificial neural network  extended abstract wrf recording
Benjamin Root, University of Oklahoma, Norman, OK; and T. Y. Yu and M. Yeary
1:45 PMJ7.2Winter hydrometeor classification using polarimetric radar and spatiotemporal relational probability trees  extended abstract wrf recording
Andy L. Spencer, Rose-Hulman Institute of Technology, Terre Haute, IN; and A. McGovern, K. L. Elmore, and M. B. Richman
2:00 PMJ7.3Time tracking of precipitation systems in observed and forecast data   wrf recording
Michael E. Baldwin, Purdue University, West Lafayette, IN
2:15 PMJ7.4Northern Hemispheric Flood Fingerprints  extended abstract wrf recording
Kathleen E. Walls, Penn State University, University Park, PA; and P. G. Knight, H. N. Shirer, and G. S. Young
2:30 PMDiscussion  
 
3:00 PM-3:30 PM, Tuesday, Hall 4
Coffee Break in Exhibit Hall
 
3:30 PM-5:30 PM, Tuesday, Room 125A
Session 3 Forecasting Contest
Chair: Michael B. Richman, Univ. of Oklahoma, Norman, OK
3:30 PM3.1Polarimetric Radar and validation data for the 2008 artificial intelligence competition  extended abstract wrf recording
Kimberly L. Elmore, CIMMS/Univ. of Oklahoma and NOAA/NSSL, Norman, OK; and M. B. Richman
3:45 PM3.2Probabilistic hedging of the True Skill Statistic  extended abstract
Neil Gordon, Meteorological Service of New Zealand, Kelburn, Wellington, New Zealand; and D. Kilminster and A. Ziegler
4:00 PM3.3Application of Neural Net Models to Classify and to Forecast the Observed Precipitation Type at the Ground using the Artificial Intelligence Competition Data Set  extended abstract wrf recording
Armando Pelliccioni, ISPESL, Monteporzio Catone, Italy; and R. Cotroneo and F. Pungi
4:15 PM3.4Regime Dependent Precipitation Type Forecasting  extended abstract wrf recording
Tyler C. McCandless, Penn State University, University Park, PA
4:30 PM3.5Employing stratified data mining models  extended abstract wrf recording
Valliappa Lakshmanan, CIMMS/Univ. of Oklahoma, NOAA/NSSL, Norman, OK
4:45 PM3.6The effects of data issues and skill scores in creating predictive models  extended abstract wrf recording
Matthew J. Pocernich, NCAR, Boulder, CO
5:00 PM3.7Ensemble classifier for winter storm precipitation in polarimetric radar data  extended abstract wrf recording
Emmanuel Goossaert, University of Oklahoma, Norman, OK; and R. Alam
5:15 PM3.8Comparison of support vector machines and minimax probability machines for precipitation prediction  extended abstract wrf recording
Stephen Sullivan, UCAR, Boulder, CO
 
5:25 PM-5:30 PM, Tuesday
Sessions Adjourn for the Day
 
Wednesday, 14 January 2009
8:30 AM-10:00 AM, Wednesday, Room 125A
Joint Session 2 Applications of artificial learning techniques in climate variability, especially as it relates to the urban environment (Joint between the 21st Conference on Climate Variability and Change and the Seventh Conference on Artificial Intelligence and its Applications to the Environmental Sciences)
Cochairs: William W. Hsieh, Univ. of British Columbia, Vancouver, BC Canada; Sue Ellen Haupt, Penn State Univ., University Park, PA
8:30 AMJ2.1(Invited Speaker) Using Neural Networks in Numerical Climate and Weather Forecast Systems   wrf recording
Vladimir M. Krasnopolsky, NCEP/NWS/NOAA (SAIC), Camp Springs, MD
8:45 AMJ2.2Fast neural network emulations of long wave radiation for the NCEP Climate Forecast System Model: seasonal prediction and climate simulation   wrf recording
Vladimir M. Krasnopolsky, NCEP/NWS/NOAA (SAIC), Camp Springs, MD; and M. S. Fox-Rabinovitz, S. J. Lord, Y. T. Hou, and A. A. Belochitski
9:00 AMJ2.3Major Influences of Circulation Patterns on Temperatures in the Italian Side of the Greater Alpine Region: an Investigation via Neural Network Modeling  extended abstract wrf recording
Antonello Pasini, CNR, Rome, Italy; and R. Langone
9:15 AMJ2.4Statistical seasonal prediction of extreme precipitation in winter over Canada   wrf recording
Zhen Zeng, University of British Columbia, Vancouver, BC, Canada; and W. W. Hsieh and A. Shabbar
9:30 AMJ2.5Post-processing GCM forecasts of seasonal extreme climate using machine learning methods   wrf recording
Joel Finnis, University of British Columbia, Vancouver, BC, Canada; and W. W. Hsieh, Z. Zeng, A. Shabbar, W. Merryfield, and H. Lin
 
10:00 AM-10:30 AM, Wednesday
Coffee Break in Meeting Room Foyer
 
11:00 AM-6:00 PM, Wednesday
Exhibits Open
 
12:00 PM-1:30 PM, Wednesday
Lunch Break (Cash and Carry in Exhibit Hall)
 
2:30 PM-4:00 PM, Wednesday, Hall 5
Formal Poster Viewing with Coffee Break
 
5:25 PM-5:30 PM, Wednesday
Sessions Adjourn for the Day
 
5:30 PM-6:30 PM, Wednesday, Hall 4
Reception in Exhibit Hall (Cash Bar)
 
7:00 PM-9:00 PM, Wednesday, Northballroom
AMS Annual Awards Banquet
 
Thursday, 15 January 2009
5:15 PM-5:20 PM, Thursday
AMS 89th Annual Meeting Adjourns
 

Browse the complete program of The 89th American Meteorological Society Annual Meeting