GC105
Process-Oriented Diagnostics for Weather and Climate Models I

Tuesday, 15 December 2020: 05:30-06:30
Virtual
Primary Convener:  J David Neelin, University of California Los Angeles, Los Angeles, CA, United States
Conveners:  Eric D Maloney, Colorado State University, Atmospheric Science, Fort Collins, CO, United States and Allison A Wing, Florida State University, Tallahassee, FL, United States
Primary Liaison:  J David Neelin, University of California Los Angeles, Los Angeles, CA, United States
Chairs:  J David Neelin, University of California Los Angeles, Los Angeles, CA, United States, Eric D Maloney, Colorado State University, Atmospheric Science, Fort Collins, CO, United States and Allison A Wing, Florida State University, Tallahassee, FL, United States
OSPA Liaison:  Eric D Maloney, Colorado State University, Atmospheric Science, Fort Collins, CO, United States
05:30
GC105-01
Machine Learning Based Process-oriented Earth System Model Evaluation (Invited) (719871)
Veronika Eyring, German Aerospace Center (DLR), Oberpfaffenhofen, Germany, Gustau Camps-Valls, Image Processing Laboratory, Universitat de València, Paterna, Spain, Pierre Gentine, Columbia University, Earth and Environmental Engineering, New York, NY, United States, Markus Reichstein, Max Planck Institute for Biogeochemistry, Department of Biogeochemical Integration, Jena, Germany, Jakob Runge, German Aerospace Center, Jena, Germany and Manuel Schlund, German Aerospace Center DLR Oberpfaffenhofen, Earth System Model Evaluation and Analysis, Oberpfaffenhofen, Germany
05:34
GC105-02
Accelerating improvements in process-representation in weather and climate models through active community engagement (Invited) (674354)
John P Krasting1, Yi Ming2, Tom Jackson3,4, Wenhao Dong3,5, Andrew Gettelman6, Dani Coleman6 and Yi-Hung Kuo7, (1)NOAA / Geophysical Fluid Dynamics Laboratory, Ocean and Cryosphere, Princeton, NJ, United States, (2)NOAA Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States, (3)NOAA / Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States, (4)Science Applications International Corporation Reston, Reston, VA, United States, (5)CPAESS / University Corporation for Atmospheric Research, Boulder, CO, United States, (6)National Center for Atmospheric Research, Boulder, CO, United States, (7)University of California Los Angeles, Los Angeles, CA, United States
05:38
GC105-03
Process Oriented Diagnostics for High Frequency Impact Events: Bringing the Weather Scale to Climate (679904)
Andrew Gettelman1, Dani Coleman1, Christina P Kalb2 and Tara L Jensen1, (1)National Center for Atmospheric Research, Boulder, CO, United States, (2)NCAR, Boulder, CO, United States
05:42
GC105-04
Quantifying and Diagnosing Biases in Mesoscale Convective Systems in High Resolution Climate Simulations (719790)
L. Ruby Leung1, Shaocheng Xie2, Chih-Chieh Chen3, Jiwen Fan1, Zhe Feng1, Wuyin Lin4, Changhai Liu5, Mitchell W Moncrieff5, Jadwiga Richter6, Kobby Shpund7, Fengfei Song1, Jingyu Wang1 and Kai Zhang8, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Lawrence Livermore Nat''l Lab, Livermore, CA, United States, (3)NCAR, Boulder, CO, United States, (4)Brookhaven National Laboratory, Upton, NY, United States, (5)National Center for Atmospheric Research, Boulder, CO, United States, (6)National Center for Atmospheric Research, Climate and Global Dynamics Laboratory, Boulder, CO, United States, (7)Pacific Northwest National Laboratory, Richland, United States, (8)Pacific Northwest National Lab, Richland, WA, United States
05:46
GC105-05
Robustness and Uncertainties of Global Cloud-Resolving Models: Evaluations and Improvements of Clouds with a Seamless Approach (667125)
Satoh Masaki, The Univerity of Tokyo, Atmospere and Ocean Research Institute, Kashiw, Japan and Woosub Roh, The University of Tokyo, Atmoshere and Ocean Research Institute, Kashiwa, Japan
05:50
GC105-06
Evaluating Chemistry-Climate Models using Metrics that Matter (686164)
Michael J Prather, Juno C Hsu, Hao Guo and Daniel J Ruiz, University of California Irvine, Earth System Science Department, Irvine, CA, United States
05:54
GC105-07
Understanding Arctic Sea Ice Variability and Predictability With Regional-to-Global-Scale Process-Oriented Evaluation (717925)
Cecilia M Bitz, University of Washington, Atmospheric Sciences, Seattle, WA, United States, Lettie Roach, University of Washington, Seattle, United States, Wei Cheng, Univ of Washington, Seattle, WA, United States, Aaron Donohoe, Applied Physics Laboratory, University of Washington, Seattle, WA, United States, Edward Blanchard-Wrigglesworth, University of Washington, Seattle, WA, United States, Mitchell Bushuk, NOAA/Geophysical Fluid Dynamics Laboratory, Princeton, NJ, United States and Lettie Roach
05:58
GC105-08
Striking the right balance between holistic performance metrics and process-oriented diagnostics (765217)
Peter J Gleckler, Lawrence Livermore National Laboratory, Livermore, CA, United States, Jiwoo Lee, Lawence Livermore National Laboratory, Livermore, CA, United States and Min-Soep Ahn, Lawrence Livermore National Laboratory, Livermore, United States
06:02
Discussion: What process-oriented diagnostics do we most need? And how do we condense PODs into metrics?
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