IN022
Data-Driven Exploration of Interconnected Risks in Complex Human–Natural Systems III eLightning

Thursday, 10 December 2020: 19:00-20:00
Virtual
Primary Convener:  Wei Ren, University of Kentucky, Lexington, KY, United States
Conveners:  Ryan Michael McGranaghan, Atmospheric and Space Technology Research Associates (ASTRA), Louisville, CO, United States, Chaopeng Shen, Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States and Rémi Cousin, Columbia University, International Research Institute for Climate and Society, Palisades, NY, United States
Primary Liaison:  Wei Ren, University of Kentucky, Lexington, KY, United States
Chairs:  Rémi Cousin, Columbia University, International Research Institute for Climate and Society, Palisades, NY, United States and Ryan Michael McGranaghan, Atmospheric and Space Technology Research Associates (ASTRA), Louisville, CO, United States
OSPA Liaison:  Chaopeng Shen, Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States
19:00
IN022-01
Critical Risk Indicators (CRIs) for the electric power grid: A survey and discussion of interconnected effects (761974)
Rajesh Gupta, University of California San Diego, HDSI and CSE, La Jolla, CA, United States, Mila Sherman, University of Massachusetts Amherst, Amherst, MA, United States, Dezhi Hong, University of California San Diego, La Jolla, CA, United States, Judy P Che-Castaldo, Lincoln Park Zoo, Chicago, United States, Ryan Michael McGranaghan, Atmospheric and Space Technology Research Associates (ASTRA), Louisville, CO, United States, Deborah A Sunter, Tufts University, Medford, United States, Chaopeng Shen, Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States, Rémi Cousin, Columbia University, International Research Institute for Climate and Society, Palisades, NY, United States, David Matteson, Cornell University, Ithaca, NY, United States, Lan Wang, University of Minnesota, Minneapolis, United States and Wei Ren, University of Kentucky, Lexington, KY, United States
19:03
IN022-02
A Data Library to Archive, Analyze, Visualize and Serve Online Datasets from Multiple Domains in an Interoperable Framework (693707)
Rémi Cousin, Columbia University of New York, Palisades, NY, United States, Sruti Devendran, Columbia University of New York, International Research Institute for Climate and Society, Palisades, NY, United States and John del Corral, Columbia University, International Research Institute for Climate and Society, Palisades, NY, United States
19:06
IN022-03
Automated deep-learning-based soil moisture planning and forecast system for planning against natural disasters (741166)
Jiangtao Liu1, Ashutosh Sharma1, Wen-Ping Tsai1, Kai Ma2, Dapeng Feng1, Kathryn Lawson1 and Chaopeng Shen1, (1)Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States, (2)Sichuan University, State Key Laboratory of Hydraulics and Mountain River Engineering, Chengdu, China
19:09
IN022-04
Clustering future scenarios based on extremal properties of ecological outcomes (754271)
Matthew Davidow1, Cory Merow2, Derek Corcoran3, Judy P Che-Castaldo4, David Matteson1 and Efthymios I Nikolopoulos5, (1)Cornell University, Ithaca, NY, United States, (2)University of Connecticut, Department of Ecology and Evolutionary Biology, Storrs, CT, United States, (3)Catholic University of Chile, Santiago, Chile, (4)Lincoln Park Zoo, Chicago, United States, (5)Florida Institute of Technology, Mechanical and Civil Engineering, Melbourne, United States
19:12
IN022-05
Transferring hydrologic data across the continent--how do data from US catchments benefit flood prediction in other countries? (757372)
Kai Ma1, Dapeng Feng2, Kathryn Lawson2, Wen-Ping Tsai2, Chuan Liang1, Xiaorong Huang1 and Chaopeng Shen2, (1)Sichuan University, State Key Laboratory of Hydraulics and Mountain River Engineering, Chengdu, China, (2)Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States
19:15
IN022-06
Improving multi-month streamflow forecast in CONUS using Long-Short Term Memory (LSTM) networks (716632)
Ashutosh Sharma and Chaopeng Shen, Pennsylvania State University Main Campus, Department of Civil and Environmental Engineering, University Park, PA, United States
19:18
IN022-07
Interconnected Risks of Climate, Water and Finance in California’s Agriculture (684475)
Stefani Daryanto, University of Kentucky, College of Food, Agriculture and Environment, Lexington, KY, United States and Wei Ren, University of Kentucky, Lexington, KY, United States
19:21
IN022-08
Relation Inference among Sensor Time Series in Smart Buildings with Metric Learning (685331)
Dezhi Hong, University of California San Diego, La Jolla, CA, United States and Rajesh Gupta, University of California San Diego, HDSI and CSE, La Jolla, CA, United States
19:24
IN022-09
Using trait-based biodiversity to identify critical risk indicators in ecology (680982)
Mei-Ling Feng, Lincoln Park Zoological Society, Conservation and Science, Chicago, IL, United States, Brian S. Maitner, University of Arizona, Tucson, United States, Michael Jauch, Cornell University, Ithaca, United States, Judy P Che-Castaldo, Lincoln Park Zoo, Chicago, United States, Brian Joseph Enquist, University of Arizona, Ecology and Evolutionary Biology, Tucson, AZ, United States, Amy Frazier, Arizona State University, Spatial Analysis Research Center (SPARC), Tempe, AZ, United States, Olukunle Owolabi, Tufts University, Mechanical Engineering, Medford, MA, United States and David Matteson, Cornell University, Ithaca, NY, United States
19:27
Discussion
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