H049
Advancing Process-Based and Data-Driven Modeling for River Corridor and Watershed Systems III eLightning

Tuesday, 8 December 2020: 17:30-18:30
Virtual
Primary Convener:  Xingyuan Chen, Pacific Northwest National Laboratory, Richland, WA, United States
Conveners:  Utkarsh Mital, Dipankar Dwivedi and James Bentley Brown, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
Primary Liaison:  Dipankar Dwivedi, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
Chairs:  Xingyuan Chen1, Dipankar Dwivedi2 and Utkarsh Mital2, (1)Pacific Northwest National Laboratory, Richland, WA, United States(2)Lawrence Berkeley National Laboratory, Berkeley, CA, United States
OSPA Liaison:  Utkarsh Mital, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
17:30
H049-01
Physics Guided Deep Learning Models for Hydrology (682513)
Xiang Li1, Ankush Khandelwal1, Shaoming Xu2, John Little Nieber3, Vipin Kumar4, Christopher Duffy5, Michael Steinbach1 and Kuehner Kevin6, (1)University of Minnesota Twin Cities, Minneapolis, MN, United States, (2)University of Minnesota Twin Cities, St Paul, United States, (3)Univ of Minnesota, Twin Cities, St. Paul, MN, United States, (4)University of Minnesota Twin Cities, Department of Computer Science/Engineering, Minneapolis, MN, United States, (5)Pennsylvania State University Main Campus, Department of Environmental and Civil Engineering, University Park, PA, United States, (6)Minnesota Department of Agriculture, St Paul, United States
17:33
H049-02
Raspy-Cal: A Genetic Algorithm-Based Open-Source Python Program for Automatic Calibration of HEC-RAS Hydraulic Models (766825)
Daniel Philippus1, Jordyn Wolfand2, Reza Abdi1 and Terri S Hogue1, (1)Colorado School of Mines, Civil and Environmental Engineering, Golden, CO, United States, (2)University of Portland, Shiley School of Engineering, Portland, OR, United States
17:36
H049-03
Revealing the Diversity of Hydropeaking Patterns by Time-Series Data Mining (669650)
Tingyu Li, University of California Davis, Davis, CA, United States and Gregory B Pasternack, University of California Davis, Land, Air, and Water Resources, Davis, CA, United States
17:39
H049-04
River water level forecast based on deep learning and DIEX-Flood (674248)
Takehiko Ito, Tokyo University of Science, Tokyo, Japan and Yasuo Nihei, Tokyo University of Science, Dept. Civil Engineering, Tokyo, Japan
17:42
H049-05
Simultaneous optimization of snow and soil sensor locations using machine learning in East River, Colorado (772366)
Elizabeth Cotter, University of Utah, Salt Lake City, UT, United States, Haruko M Wainwright, Lawrence Berkeley National Laboratory, Berkeley, CA, United States and Carlos Oroza, University of California Berkeley, Berkeley, CA, United States
17:45
H049-06
Streamflow Simulation for a Tropical Forested Catchment Using Dynamic TOPMODEL – Dynamic fluxEs and ConnectIvity for Predictions of HydRology Framework and the Generalized Likelihood Uncertainty Estimation Method (691897)
Fadhliani Umar1,2, Zed Zulkafli1, Badronnisa Yusuf1 and Siti Nurhidayu3, (1)Universiti Putra Malaysia, Civil Engineering, Serdang, Malaysia, (2)Malikussaleh University, Civil Engineering, Aceh Utara, Indonesia, (3)Universiti Putra Malaysia, Forestry Science, Serdang, Malaysia
17:48
H049-07
Subsurface Permeability Estimation using Deep Neural Networks (762747)
Erol Cromwell1, Pin Shuai1, Peishi Jiang1, Xingyuan Chen1, Ethan Coon2, Scott L Painter2, Youzuo Lin3 and John D Moulton3, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Oak Ridge National Laboratory, Oak Ridge, TN, United States, (3)Los Alamos National Laboratory, Los Alamos, NM, United States
17:51
H049-08
The Color of Environmental Noise Across the United States’ Rivers: Spatial Patterns and Effects of Global Change (721216)
Tongbi Tu1, Lise Comte2 and Albert Ruhi1, (1)University of California Berkeley, Department of Environmental Science, Policy, and Management, Berkeley, CA, United States, (2)University of Washington, Seatle, WA, United States
17:54
H049-09
The Strong Influence of Slope and Aspect on Mountainous Watersheds Hydro-biogeochemical Dynamics (679323)
Jiancong Chen1, Baptiste Dafflon2, Haruko M Wainwright2, Nicola Falco2 and Susan S. Hubbard2, (1)University of California Berkeley, Berkeley, CA, United States, (2)Lawrence Berkeley National Laboratory, Berkeley, CA, United States
17:57
H049-10
Transport-reaction modeling of particulate organic matter dynamics in riverbed sediments (685023)
Eric E Roden1, Ecenur Bulur2, Stephanie Ann Napieralski2, Steven P Loheide III2 and Matthew Ginder-Vogel2, (1)University of Wisconsin Madison, Department of Geoscience, Madison, WI, United States, (2)University of Wisconsin Madison, Civil and Environmental Engineering, Madison, WI, United States
18:00
Discussion
See more of: Hydrology
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