AGU Meeting

• Hybrid, in person in Chicago, 12-16 Dec 2022

• https://www.agu.org/Fall-Meeting

E3SM-related Presentations at AGU

Below is the list of presentations and posters that are E3SM-related and can be authored by either E3SM project members or other projects.

1. A12H-03Improved treatment of clouds and convection for the DOE Energy Exascale Earth System Model (E3SM) atmospheric model version 3
   Shaocheng Xie, Lawrence Livermore Nat''l Lab, Livermore, CA, United States and Christopher Terai, Lawrence Livermore National Laboratory, Livermore, CA, United States

   Abstract

   • Monday, 12 December 2022

     07:20 - 07:30

   • McCormick Place - E271ab

2. A52G-04Evaluating and improving aerosol effective radiative forcing in E3SM
   Yunpeng Shan¹, Jiwen Fan², Kai Zhang³, Jacob Shpund¹, Guang Jun Zhang⁴, Xiaoliang Song⁵, Richard C Easter⁶, Hailong Wang¹, ManishKumar Shrivastava¹, Xiaohong Liu⁷, Christopher Terai⁸ and Shaocheng Xie⁹, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Pacific Northwest National Laboratory, Richland, United States, (3)Pacific Northwest National Lab, Richland, United States, (4)Scripps Institution of Oceanography, La Jolla, CA, United States, (5)U.S. Environmental Protection Agency, Durham, NC, United States, (6)Battelle PNNL, Richland, WA, United States, (7)Texas A&M University College Station, Department of Atmospheric Sciences, College Station, United States, (8)Lawrence Livermore National Laboratory, Livermore, CA, United States, (9)Lawrence Livermore Nat''l Lab, Livermore, CA, United States

   Abstract

   • Friday, 16 December 2022

     07:35 - 07:45

   • McCormick Place - E354a

3. A52Q-1203A Simple Chemistry Approach to Prognostic Volcanic Aerosol in E3SM – Modeling the Mt. Pinatubo Eruption for CLDERA
   Hunter Brown¹, Benjamin M Wagman¹, Kara J Peterson¹, Xiaohong Liu², Ziming Ke³ and Diana L Bull⁴, (1)Sandia National Laboratories, Albuquerque, NM, United States, (2)Texas A&M University, Department of Atmospheric Sciences, College Station, United States, (3)Lawrence Livermore National Laboratory, Livermore, United States, (4)Sandia National Laboratories, Albuquerque, United States

   Abstract

   • Friday, 16 December 2022

     07:00 - 10:30

   • McCormick Place - Poster Hall, Hall - A

4. B55D-0998Improving wetland model realism: Activating and parametrizing sub-grid level wetland land-unit in the E3SM land model (ELM)
   Theresia Yazbeck¹, Gil Bohrer², Madeline Scyphers³, Justine E.C. Missik⁴, Yvette Onyango⁵, Eric J Ward⁶, Robert Bordelon⁷, Diana Taj⁷, Jorge Villa⁸, Kelly Wrighton⁹, Qing Zhu¹⁰ and William J Riley¹¹, (1)Ohio State University Main Campus, Columbus, OH, United States, (2)The Ohio State University, Department of Civil, Environmental and Geodetic Engineering, Columbus, United States, (3)Ohio State University Main Campus, Columbus, United States, (4)Washington State University, Pullman, United States, (5)Ohio State University Main Campus, Civil, Environmental & Geodetic Engineering, Columbus, United States, (6)U.S. Geological Survey, Wetland and Aquatic Research Center, Lafayette, LA, United States, (7)University of Louisiana at Lafayette, School of Geosciences, Lafayette, LA, United States, (8)University of Louisiana at Lafayette, Lafayette, LA, United States, (9)Colorado State University, Soil and Crop Sciences, Fort Collins, CO, United States, (10)Lawrence Berkeley National Laboratory, Berkeley, United States, (11)Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division, Berkeley, United States

   Abstract

   • Friday, 16 December 2022

     12:45 - 16:15

   • McCormick Place - Poster Hall, Hall - A

5. H12I-0797Representing sub-grid heterogeneity in E3SM land model
   Dalei Hao¹, Gautam Bisht², Maruti K. Mudunuru³, Meng Huang⁴, Po-Lun Ma³, Teklu K Tesfa⁵, Wei-Liang Lee⁶, Yu Gu⁷ and L. Ruby Leung¹, (1)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Pacific Northwest National Laboratory, Richland, United States, (4)Nanjing University of Information Science & Technology, Nanjing, China, (5)PNNL, Richland, WA, United States, (6)Academia Sinica, Taipei, Taiwan, (7)UCLA 405 Hilgard Ave, Los Angeles, United States

   Abstract

   • Monday, 12 December 2022

     07:00 - 10:30

   • McCormick Place - Poster Hall, Hall - A

6. OS15B-0791E3SM Ocean Carbon Cycle Simulations in the North Pacific Western Boundary Currents
   Yohei Takano¹, Mathew E Maltrud¹ and Anirban Sinha², (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)California Institute of Technology, Environmental Science and Engineering, Pasadena, CA, United States

   Abstract

   • Monday, 12 December 2022

     12:45 - 16:15

   • McCormick Place - Poster Hall, Hall - A

7. OS52B-0507Simulating Compound Flooding Using E3SM: The Impact of Hurricane Irene and Tropical Storm Lee
   Darren Engwirda¹, Dongyu Feng², Donghui Xu², Chang Liao³, Jonathan D Wolfe⁴, Gautam Bisht², Zeli Tan², Tian Zhou², Matthew Cooper² and Jim Benedict⁵, (1)Los Alamos National Laboratory, Theoretical Division (T3), Los Alamos, NM, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)Los Alamos National Laboratory, Los Alamos, NM, United States, (5)Los Alamos National Laboratory, Theoretical Division, Los Alamos, United States

   Abstract

   • Friday, 16 December 2022

     07:00 - 10:30

   • McCormick Place - Poster Hall, Hall - A

8. A33E-06Convective Momentum Transport and its Impact on the Madden-Julian Oscillation in E3SM-MMF
   Qiu Yang, Pacific Northwest National Laboratory, Richland, WA, United States, Walter M Hannah, Lawrence Livermore National Laboratory, Livermore, CA, United States and L. Ruby Leung, Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

   Abstract

   • Wednesday, 14 December 2022

     10:00 - 10:10

   • McCormick Place - E252

9. A55A-71Understanding the Links between Winter Surface Temperature Biases and Atmospheric Circulation Anomalies over the Southern Hemisphere in an Ensemble of E3SM Simulations
   Shixuan Zhang¹, Wuyin Lin², Stephen F Price³, Qi Tang⁴, Kai Zhang⁵, Jean-Christophe Golaz⁴ and Leung Ruby¹, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Brookhaven National Laboratory, Upton, NY, United States, (3)Los Alamos National Laboratory, Los Alamos, NM, United States, (4)Lawrence Livermore National Laboratory, Livermore, CA, United States, (5)Pacific Northwest National Lab, Richland, United States

   Abstract

   • Friday, 16 December 2022

     12:45 - 16:15

   • McCormick Place - Poster Monitor 4

10. B54A-04Representing Microbial Dynamics and Organo-mineral Interactions in E3SM land model (ELM)
    Jing Tao¹, William J Riley², Jinyun Tang³, Qing Zhu² and Margaret S Torn⁴, (1)Lawrence Berkeley National Laboratory, Climate and Ecosystem Sciences Division, Berkeley, United States, (2)Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division, Berkeley, United States, (3)Lawrence Berkeley Natl Lab, Climate and Ecosystem Sciences Division, Berkeley, United States, (4)Berkeley Lab/UC Berkeley, Berkeley, CA, United States

    Abstract

    • Friday, 16 December 2022

      12:15 - 12:25

    • Online Only

11. A52O-1184Regionally Refined Model of E3SM Version 2: Overview of Atmosphere, Land, and River
    Qi Tang¹, Jean-Christophe Golaz¹, Yan Feng², Oksana Guba³, Hongyi Li⁴, Wuyin Lin⁵, Mark A Taylor⁶, Yi Qin⁷, Alan Rhoades⁸, Erika Louise Roesler⁶, Cheng Tao¹, Paul Aaron Ullrich⁹, Hailong Wang¹⁰, Mingxuan Wu¹⁰, Kai Zhang¹¹, Yunyan Zhang¹, Tian Zhou¹¹ and Luke Van Roekel¹², (1)Lawrence Livermore National Laboratory, Livermore, CA, United States, (2)DOE Argonne National Laboratory, Argonne, United States, (3)Sandia National Laboratories, Albuquerque, United States, (4)University of Houston, Huston, United States, (5)Brookhaven National Laboratory, Upton, NY, United States, (6)Sandia National Laboratories, Albuquerque, NM, United States, (7)Lawrence Livermore National Laboratory, Livermore, United States, (8)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (9)University of California Davis, Davis, CA, United States, (10)Pacific Northwest National Laboratory, Richland, WA, United States, (11)Pacific Northwest National Laboratory, Richland, United States, (12)Los Alamos National Laboratory, Fluid Dynamics and Solid Mechanics Group, Los Alamos, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

12. B16D-02Sensitivity Analysis and Uncertainty Quantification of E3SM Methane model using Machine Learning
    Sandeep Chinta¹, Xiang Gao¹ and Qing Zhu², (1)Massachusetts Institute of Technology, Joint Program on the Science and Policy of Global Change, Cambridge, MA, United States, (2)Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division, Berkeley, United States

    Abstract

    • Monday, 12 December 2022

      14:55 - 15:05

    • McCormick Place - S403b

13. GC52A-10The Impacts of Wave State Dependent Fluxes on Global Climate in E3SMv2
    Olawale James Ikuyajolu^1,2, Luke Van Roekel³, Steven R Brus⁴, Erin Thomas² and Yi Deng⁵, (1)Georgia Institute of Technology Main Campus, Atlanta, United States, (2)Los Alamos National Laboratory, T-3 Fluid Dynamics and Solid Mechanics Group, Los Alamos, United States, (3)Los Alamos National Laboratory, Fluid Dynamics and Solid Mechanics Group, Los Alamos, United States, (4)Argonne National Laboratory, Argonne, United States, (5)Georgia Institute of Technology, School of Earth and Atmospheric Sciences, Atlanta, GA, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Monitor 1

14. H22Q-1068Representing Lateral Subsurface Flow within Unsaturated and Saturated Zone in the E3SM Land Model
    Han Qiu, Pacific Northwest National Laboratory, Richland, WA, United States

    Abstract

    • Tuesday, 13 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

15. A12G-08Effects of the Aerosol Concentration Variability on Stratocumulus to Cumulus Transition over the Northeast Pacific Using the E3SM
    Kyoung Ock Choi, Phil Rasch, Robert Wood and Sarah J Doherty, University of Washington, Seattle, United States

    Abstract

    • Monday, 12 December 2022

      08:10 - 08:20

    • McCormick Place - E450a

16. A45H-01Effects of organized mesoscale convection on the tropical variability simulated by E3SMv2
    Chih-Chieh Chen, National Center for Atmospheric Research, Boulder, United States, Jadwiga Richter, National Center for Atmospheric Research, Climate and Global Dynamics Laboratory, Boulder, CO, United States and Mitchell W Moncrieff, National Center for Atmospheric Research, Boulder, CO, United States

    Abstract

    • Thursday, 15 December 2022

      12:45 - 12:55

    • McCormick Place - E258

17. A45K-1999Tracking Mesoscale Convection Systems in the US in E3SM Multiscale Modeling Framework
    Wei-Ching Hsu, University of Georgia, Athens, United States, Gabriel J Kooperman, University of Georgia, Department of Geography, Athens, GA, United States, Walter M Hannah, Lawrence Livermore National Laboratory, Livermore, CA, United States, Kevin A Reed, Stony Brook University, School of Marine and Atmospheric Sciences, Stony Brook, NY, United States, Akintomide A Akinsanola, Argonne National Laboratory, Argonne, United States and Angeline G Pendergrass, Cornell University, Earth and Atmospheric Sciences, Ithaca, NY, United States

    Abstract

    • Thursday, 15 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

18. A52K-1101Biomass-burning smoke aging and cloud interactions: an intercomparison of WRF-Chem, CESM-Cam-Chem, and E3SM across multiple field campaigns in the southeast Atlantic.
    Calvin Howes, University of California Los Angeles, Atmospheric and Oceanic Sciences, Los Angeles, CA, United States, Pablo Saide, University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, United States, Mary C Barth, Natl Ctr Atmospheric Research, Boulder, CO, United States, Yan Feng, DOE Argonne National Laboratory, Argonne, United States, Andrew Gettelman, National Center for Atmospheric Research, Boulder, CO, United States, Wenfu Tang, National Center for Atmospheric Research, Boulder, United States and Paquita Zuidema, University of Miami, Rosenstiel School, Miami, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

19. A55O-1320Global Dust Cycle in the DOE E3SM version 2: Comparison with CMIP6 models and Observations
    Yan Feng¹, Hailong Wang², Mingxuan Wu³, Kai Zhang⁴, Qi Tang⁵, Shaocheng Xie⁶ and Jean-Christophe Golaz⁵, (1)DOE Argonne National Laboratory, Argonne, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)Pacific Northwest National Lab, Richland, United States, (5)Lawrence Livermore National Laboratory, Livermore, CA, United States, (6)Lawrence Livermore Nat''l Lab, Livermore, CA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

20. C15F-0643Incorporating Physically Based Bare Ice Albedo over Greenland within the Energy Exascale Earth System Model (E3SM)
    Chloe Whicker¹, Raf Antwerpen², Mark Flanner³, Adam Schneider⁴, Charles S Zender⁵, Marco Tedesco² and Cheng Dang⁶, (1)University of Michigan Ann Arbor, Ann Arbor, MI, United States, (2)Columbia University, Lamont-Doherty Earth Observatory, Palisades, NY, United States, (3)University of Michigan, Department of Climate and Space Sciences and Engineering, Ann Arbor, MI, United States, (4)University of California Irvine, Department of Earth System Science, Irvine, CA, United States, (5)Univ California Irvine, Department of Earth System Science, Irvine, CA, United States, (6)Joint Center for Satellite Data Assimilation, University Corporation for Atmospheric Research, Boulder, United States

    Abstract

    • Monday, 12 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

21. A45K-1999Tracking Mesoscale Convection Systems in the US in E3SM Multiscale Modeling Framework
    Wei-Ching Hsu, University of Georgia, Athens, United States, Gabriel J Kooperman, University of Georgia, Department of Geography, Athens, GA, United States, Walter M Hannah, Lawrence Livermore National Laboratory, Livermore, CA, United States, Kevin A Reed, Stony Brook University, School of Marine and Atmospheric Sciences, Stony Brook, NY, United States, Akintomide A Akinsanola, Argonne National Laboratory, Argonne, United States and Angeline G Pendergrass, Cornell University, Earth and Atmospheric Sciences, Ithaca, NY, United States

    Abstract

    • Thursday, 15 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

22. A52K-1101Biomass-burning smoke aging and cloud interactions: an intercomparison of WRF-Chem, CESM-Cam-Chem, and E3SM across multiple field campaigns in the southeast Atlantic.
    Calvin Howes, University of California Los Angeles, Atmospheric and Oceanic Sciences, Los Angeles, CA, United States, Pablo Saide, University of California Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, United States, Mary C Barth, Natl Ctr Atmospheric Research, Boulder, CO, United States, Yan Feng, DOE Argonne National Laboratory, Argonne, United States, Andrew Gettelman, National Center for Atmospheric Research, Boulder, CO, United States, Wenfu Tang, National Center for Atmospheric Research, Boulder, United States and Paquita Zuidema, University of Miami, Rosenstiel School, Miami, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

23. A55O-1320Global Dust Cycle in the DOE E3SM version 2: Comparison with CMIP6 models and Observations
    Yan Feng¹, Hailong Wang², Mingxuan Wu³, Kai Zhang⁴, Qi Tang⁵, Shaocheng Xie⁶ and Jean-Christophe Golaz⁵, (1)DOE Argonne National Laboratory, Argonne, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)Pacific Northwest National Lab, Richland, United States, (5)Lawrence Livermore National Laboratory, Livermore, CA, United States, (6)Lawrence Livermore Nat''l Lab, Livermore, CA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

24. C15F-0643Incorporating Physically Based Bare Ice Albedo over Greenland within the Energy Exascale Earth System Model (E3SM)
    Chloe Whicker¹, Raf Antwerpen², Mark Flanner³, Adam Schneider⁴, Charles S Zender⁵, Marco Tedesco² and Cheng Dang⁶, (1)University of Michigan Ann Arbor, Ann Arbor, MI, United States, (2)Columbia University, Lamont-Doherty Earth Observatory, Palisades, NY, United States, (3)University of Michigan, Department of Climate and Space Sciences and Engineering, Ann Arbor, MI, United States, (4)University of California Irvine, Department of Earth System Science, Irvine, CA, United States, (5)Univ California Irvine, Department of Earth System Science, Irvine, CA, United States, (6)Joint Center for Satellite Data Assimilation, University Corporation for Atmospheric Research, Boulder, United States

    Abstract

    • Monday, 12 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

25. H16D-04The Impact of Crop Rotation and Spatially Varying Crop Parameters in the E3SM Land Model (ELMv2)
    Eva Sinha¹, Ben P Bond-Lamberty¹, Katherine V Calvin², Beth Drewniak³, Gautam Bisht¹, Carl Bernacchi⁴, Bethany Blakely^5,6 and Caitlin Moore⁷, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Pacific Northwest National Laboratory, Joint Global Change Research Institute, Richland, WA, United States, (3)Argonne National Laboratory, Argonne, IL, United States, (4)University of Illinois at Urbana-Champaign, Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, United States, (5)University of Illinois at Urbana Champaign, Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, United States, (6)Center for Advanced Bioenergy and Bioproducts Innovation, Urbana, United States, (7)The University of Western Australia, School of Agriculture and Environment, Perth, Australia

    Abstract

    • Monday, 12 December 2022

      15:15 - 15:25

    • McCormick Place - E265

26. B53A-03Automating integration of observations and experiments in the E3SM land model
    Daniel M Ricciuto, Oak Ridge National Laboratory, Environmental Sciences Division, Oak Ridge, TN, United States

    Abstract

    • Friday, 16 December 2022

      09:20 - 09:30

    • McCormick Place - S501bcd

27. A34H-01Exploring Time-step Sensitivities Related to High Clouds and Process Coupling in the E3SM Atmosphere Model (EAM)
    Hui Wan, Pacific Northwest National Laboratory, Richland, WA, United States, Kai Zhang, Pacific Northwest National Lab, Richland, United States, Sean Patrick Santos, Columbia University, Center for Climate Systems Research, New York, United States; NASA Goddard Institute for Space Studies, New York, United States, Christopher Vogl, Lawrence Livermore National Laboratory, Center for Applied Scientific Computing, Livermore, CA, United States, Carol S Woodward, Lawrence Livermore National Laboratory, Livermore, CA, United States and Philip J Rasch, Pacific Northwest National Lab, Richland, WA, United States

    Abstract

    • Wednesday, 14 December 2022

      11:47 - 11:57

    • Online Only

28. B55D-1014Global Calibration of Demographic Rates and Forest Structure in E3SM-FATES
    Jessica Fay Needham¹, Rosie Fisher^2,3, Ryan Knox⁴, Charles Koven⁵, Gregory Lemieux⁴ and Jennifer Holm⁴, (1)Lawrence Berkeley National Laboratory, Climate Sciences, Berkeley, CA, United States, (2)National Center for Atmospheric Research, Boulder, CO, United States, (3)Center for International Climate and Environmental Research Oslo, Oslo, Norway, (4)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (5)Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

29. A11B-02Ice and Mixed-Phase Cloud Microphysical and Macrophysical Properties in Polar regions: Linking in Situ, Remote Sensing Observations and Climate Simulations
    Tyler Barone and Minghui Diao, San Jose State University, Department of Meteorology and Climate Science, San Jose, CA, United States

    Abstract

    • Monday, 12 December 2022

      06:10 - 06:20

    • Online Only

30. A15K-1371Contributions of Storm-Associated Precipitation and its Extreme using Observations
    Wen-Ying Wu, Hsi-Yen Ma², David Conway Lafferty³, Qi Tang² and Jean-Christophe Golaz², (1)Lawrence Livermore National Laboratory, Livermore, CA, United States, (2)University of Illinois at Urbana-Champaign, Department of Atmospheric Sciences, Urbana, IL, United States

    Abstract

    • Monday, 12 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

31. A32C-1428The evaluation of fronts and frontal precipitation in high-resolution climate models
    John Landy, Stony Brook University, School of Marine and Atmospheric Sciences, Stony Brook, NY, United States and Kevin A Reed, Stony Brook University, School of Marine and Atmospheric Sciences, Stony Brook, United States

    Abstract

    • Wednesday, 14 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

32. A33B-11Impacts of global dust and sea salt on the formation of coarse mode nitrate aerosols
    Mingxuan Wu¹, Hailong Wang², Zheng Lu³, Xiaohong Liu³ and Yan Feng⁴, (1)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Texas A&M University College Station, Department of Atmospheric Sciences, College Station, United States, (4)DOE Argonne National Laboratory, Argonne, United States

    Abstract

    • Wednesday, 14 December 2022

      10:25 - 10:30

    • McCormick Place - E351

33. A33E-01Kilometer-scale extreme weather storylines in variable-resolution global climate models
    Colin M. Zarzycki¹, Alan Rhoades², Corrine DeCiampa¹ and Kevin A Reed³, (1)Pennsylvania State University, Department of Meteorology and Atmospheric Science, University Park, United States, (2)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (3)Stony Brook University, School of Marine and Atmospheric Sciences, Stony Brook, NY, United States

    Abstract

    • Wednesday, 14 December 2022

      09:00 - 09:15

    • McCormick Place - E252

34. A36B-05Evaluating the simulation of precipitation by storm type in Energy Exascale Earth System Model
    Kevin A Reed, Stony Brook University, Stony Brook, United States, Alyssa M Stansfield, Stony Brook University, School of Marine and Atmospheric Science, Stony Brook, NY, United States, Wei-Ching Hsu, University of Georgia, Department of Geography, Athens, United States, Gabriel J Kooperman, University of Georgia, Department of Geography, Athens, GA, United States, Akintomide A Akinsanola, Argonne National Laboratory, Argonne, United States, Walter M Hannah, Lawrence Livermore National Laboratory, Livermore, CA, United States, Angeline G Pendergrass, Cornell University, Earth and Atmospheric Sciences, Ithaca, NY, United States and Brian Medeiros, National Center for Atmospheric Research, Climate and Global Dynamics Laboratory, Boulder, CO, United States

    Abstract

    • Wednesday, 14 December 2022

      15:25 - 15:35

    • McCormick Place - E258

35. A42M-03An Inter-Resolution Framework for Evaluating Regionally Refined Climate Models: The Significance of High Resolution
    Alex Chang, University of California Los Angeles, Los Angeles, CA, United States, Huikyo Lee, Jet Propulsion Laboratory, Caltech, Altadena, CA, United States, Rong Fu, University of California, Los Angeles, Department of Atmospheric and Oceanic Sciences, Los Angeles, CA, United States and Qi Tang, Lawrence Livermore National Laboratory, Livermore, CA, United States

    Abstract

    • Thursday, 15 December 2022

      07:25 - 07:35

    • McCormick Place - E352

36. A53F-01Changing Tropical Extreme Rainfall Characteristics in Warmer Climates
    William K-M Lau¹, Kyu-Myong Kim², Bryce E Harrop³ and L. Ruby Leung³, (1)University of Maryland College Park, Department of Atmospheric and Oceanic Sciences, College Park, MD, United States, (2)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      09:00 - 09:10

    • McCormick Place - E354a

37. A55S-1380Update on Project Raijin: Community Geoscience Analysis Tools for Unstructured Grids
    John Clyne¹, Deepak Cherian², Orhan Eroglu³, Cecile Hannay⁴, Rajeev Jain⁵, Alea Kootz³, Brian Medeiros⁶, Michaela Sizemore³, Paul Aaron Ullrich⁷, Anissa Zacharias⁸ and Colin M. Zarzycki⁹, (1)National Center for Atmospheric Research, Boulder, CO, United States, (2)National Center for Atmospheric Research, Climate and Global Dynamics, Boulder, United States, (3)University Corporation for Atmospheric Research, Boulder, CO, United States, (4)NCAR, Boulder, CO, United States, (5)Argonne National Laboratory, Argonne, IL, United States, (6)National Center for Atmospheric Research, Climate and Global Dynamics Laboratory, Boulder, CO, United States, (7)University of California Davis, Land, Air & Water Resources, Davis, CA, United States, (8)University Corporation for Atmospheric Research, Boulder, United States, (9)Pennsylvania State University, Department of Meteorology and Atmospheric Science, University Park, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

38. B52B-01Ecophysiological Impacts of Long-term Whole Ecosystem Warming and Elevated CO₂ on a Forested Boreal Bog
    Jeff Warren¹, Jennifer Peters¹, Mirindi Eric Dusenge², Keenan Ganz³, Paul J Hanson¹, Anna M Jensen⁴, Daniel M Ricciuto¹ and Eric J Ward⁵, (1)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, TN, United States, (2)University of Western Ontario, London, ON, Canada, (3)Rensselaer Polytechnic Institute, Troy, United States, (4)Linnaeus University, Department of Forestry and Wood Technology, Växjö, Sweden, (5)U.S. Geological Survey, Wetland and Aquatic Research Center, Lafayette, LA, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 07:10

    • McCormick Place - S405b

39. B52C-06Environmental and ecological drivers of drought deciduousness across the Neotropics
    Marcos Longo¹, Rosie Fisher², Gregory Lemieux³, Ryan Knox³, Charlie Koven⁴, Chonggang Xu⁵, Jeffrey Q Chambers^6,7, Luciana F Alves⁸, Antonio Antonino⁹, Bergson Guedes Bezerra¹⁰, Barbara Bomfim⁶, Damien Bonal¹¹, Paulo M Brando¹², Benoit Burban¹³, Geraldine Derroire¹⁴, Maria del Rosario Uribe Diosa¹⁵, Leandro Maracahipes¹⁶, Guilherme G Mazzochini¹⁷, Rafael S Oliveira¹⁸, Pedro Rodrigues Mutti¹⁰, Natalia Restrepo-Coupe¹⁹, Scott R Saleska¹⁹, Cibele de Cassia Silva²⁰, Cláudio Moises Santos e Silva Dr.²¹, Eduardo de Souza²², Jose Raliuson Silva²² and Lara M Kueppers^23,24, (1)Lawrence Berkeley National Laboratory, Climate and Ecosystem Sciences Division, Berkeley, CA, United States, (2)Center for International Climate and Environmental Research Oslo, Oslo, Norway, (3)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (4)Lawrence Berkeley National Laboratory, Earth Sciences Division, Berkeley, United States, (5)Los Alamos National Laboratory, Los Alamos, NM, United States, (6)Lawrence Berkeley National Laboratory, Berkeley, United States, (7)University of California Berkeley, Berkeley, United States, (8)University of California Los Angeles, Institute of the Environment and Sustainability, Los Angeles, CA, United States, (9)Federal University of Pernambuco, Recife, Brazil, (10)UFRN Federal University of Rio Grande do Norte, Department of Atmospheric and Climate Sciences, Natal, Brazil, (11)Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, France, (12)Department of Earth System Science, University of California, Irvine, Irvine, United States, (13)INRAE, UMR EcoFoG, CNRS, Cirad, AgroParisTech, Université des Antilles, Université de Guyane, Kourou, France, (14)CIRAD, UMR EcoFoG, Agroparistech, CNRS, INRAE, Université des Antilles, Université de Guyane, Kourou, France, (15)University of California Irvine, Earth System Science, Irvine, United States, (16)Universidade Estadual de Campinas, Instituto de Biologia, Departamento de Botânica. AC Unicamp, Campinas, Brazil, (17)UNICAMP State University of Campinas, Campinas, Brazil, (18)University of Campinas, Department of Plant Biology, Campinas, Brazil, (19)University of Arizona, Department of Ecology & Evolutionary Biology, Tucson, AZ, United States, (20)UNICAMP State University of Campinas, Department of Plant Biology, Campinas, Brazil, (21)Federal University of Rio Grande do Norte, Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Natal/RN, Brazil, Natal, Brazil, (22)UFRPE - Federal Rural University of Pernambuco, Serra Talhada, Brazil, (23)University of California Berkeley, Energy and Resources Group, Berkeley, United States, (24)Lawrence Berkeley National Laboratory, Earth and Environmental Sciences, Berkeley, United States

    Abstract

    • Friday, 16 December 2022

      07:54 - 08:04

    • McCormick Place - S501a

40. B55H-1058A machine learning approach targeting parameter estimate for modeling plant coexistence using ELM-FATES
    Lingcheng Li, Pacific Northwest National Laboratory, Richland, WA, United States, Yilin Fang, Battelle, Pacific Northwest National Laboratory, Richland, WA, United States, Zhonghua Zheng, National Center for Atmospheric Research, Boulder, United States, Mingjie Shi, NASA Jet Propulsion Laboratory, Pasadena, CA, United States, Marcos Longo, Lawrence Berkeley National Laboratory, Berkeley, United States, Charles Koven, University of California Berkeley, Energy and Resources Group, Berkeley, United States, Jennifer Holm, Lawrence Berkeley National Laboratory, Berkeley, CA, United States and L. Ruby Leung, Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

41. B55H-1059Forest disturbance and recovery in Puerto Rico with field measurements and ELM-FATES
    Mingjie Shi¹, Michael Keller², Barbara Bomfim³, Jessica Fay Needham⁴, Charles Koven⁵, Lara M Kueppers⁵ and L. Ruby Leung⁶, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)USDA Forest Service, Rio Piedras, United States, (3)Lawrence Berkeley National Laboratory, Berkeley, United States, (4)University of Oxford, Department of Plant Sciences, Oxford, United Kingdom, (5)University of California Berkeley, Energy and Resources Group, Berkeley, United States, (6)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

42. B55H-1063Certain Plant Traits Mitigate the Risk of Hydraulic Failure Under Future Climate Change in the Tropical Forests of Panama
    Zachary Robbins¹, Bradley Christoffersen², Rutuja Chitra-Tarak³, Alexandra K Jonko¹, Charlie Koven⁴, Nathan McDowell⁵ and Chonggang Xu⁶, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)University of Texas Rio Grande Valley, Edinburg, United States, (3)Los Alamos National Laboratory, Earth and Environmental Sciences, Los Alamos, NM, United States, (4)University of Miami, Miami, FL, United States, (5)Pacific Northwest National Laboratory, Richland, United States, (6)Los Alamos National Lab, Los Alamos, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

43. GC41B-01Implementing Human-Environment Feedbacks in a Global Model
    Alan V Di Vittorio, Lawrence Berkeley National Laboratory, Berkeley, CA, United States, Timothy Shippert, Pacific Northwest National Laboratory, Richland, WA, United States and Bond-Lamberty Benjamin, Pacific Northwest National Laboratory, College Park, MD, United States

    Abstract

    • Thursday, 15 December 2022

      06:00 - 06:10

    • Online Only

44. GC54A-03How does the extratropical forest land-atmosphere coupling of energy and water change under elevated CO₂ and warming?
    Qing Zhu¹, William J Riley¹, Jinyun Tang², Susannah M Burrows³, Bryce E Harrop³, Xiaoying Shi⁴, Xiaojuan Yang⁵, Mathew E Maltrud⁶ and Katherine V Calvin⁷, (1)Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division, Berkeley, United States, (2)Lawrence Berkeley Natl Lab, Climate and Ecosystem Sciences Division, Berkeley, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, United States, (5)Oak Ridge National Lab, Oak Ridge, United States, (6)Los Alamos National Laboratory, Los Alamos, NM, United States, (7)Pacific Northwest National Laboratory, Joint Global Change Research Institute, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:01 - 12:09

    • Online Only

45. H22Q-1071The role of spatial heterogeneity on land surface modeling of water and energy simulations
    Hongyi Li¹, Lingcheng Li², Gautam Bisht², L. Ruby Leung³, Donghui Xu³, Dongyu Feng², Dalei Hao³, Chang Liao³, Darren Engwirda⁴, Zeli Tan² and Tian Zhou², (1)University of Houston, Huston, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)NASA GISS, New York City, United States

    Abstract

    • Tuesday, 13 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

46. H25C-02Improving the Realism of ELM’s Hydrology by Implementing a Hillslope Hydrological Model
    Xueyan Zhang, University of Arizona, Tucson, AZ, United States, Yuanhao Fang, University of Arizona, Hydrology and Atmospheric Sciences, Tucson, AZ, United States, Guo-yue Niu, University of Arizona, Hydrology and Atmospheric Sciences, Tucson, United States and Xubin Zeng, University of Arizona, Department of Hydrology and Atmospheric Sciences, Tucson, United States

    Abstract

    • Tuesday, 13 December 2022

      12:55 - 13:05

    • McCormick Place - E265

47. NH12B-01Fast GP Estimation for In-situ Inference of Large Scale Climate Modeling with Statistical Machine Learning
    Nishant Panda¹, Divya Banesh², Saikat Dey², Ayan Biswas², Luke Van Roekel³, Diane Oyen⁴, Nathan M Urban¹, Michael Grosskopf⁵, Jonathan D Wolfe¹ and Earl C Lawrence⁶, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)Los Alamos National Laboratory, Los Alamos, United States, (3)Los Alamos National Laboratory, Fluid Dynamics and Solid Mechanics Group, Los Alamos, United States, (4)Los Alamos National Laboratory, CCS-3, Los Alamos, United States, (5)Los Alamos National Laboratory, CCS-6, Los Alamos, United States, (6)Los Alamos National Lab, Los Alamos, NM, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 07:10

    • McCormick Place - E253cd

48. NH12B-02Modeling of Storm-induced Surge and Flooding from Hurricane Harvey in 2017
    Wonhyun Lee, University of Texas at Austin, Austin, United States, Alexander Y Sun, University of Texas at Austin, Austin, TX, United States, Bridget R Scanlon, University of Texas at Austin, Bureau of Economic Geology, Jackson School of Geosciences, Austin, TX, United States and Clint Dawson, University of Texas at Austin, Aerospace Engineering & Engineering Mechanics, Austin, TX, United States

    Abstract

    • Monday, 12 December 2022

      07:10 - 07:20

    • McCormick Place - E253cd

49. A45G-01Towards rigorous evaluation of cloud feedbacks, pattern effects, and climate sensitivity
    Mark D Zelinka¹, Stephen A Klein¹, Yi Qin² and Timothy Myers³, (1)Lawrence Livermore National Laboratory, Livermore, CA, United States, (2)Lawrence Livermore National Laboratory, Livermore, United States, (3)Cooperative Institute for Research in Environmental Sciences, Boulder, United States

    Abstract

    • Thursday, 15 December 2022

      12:45 - 13:00

    • McCormick Place - E450a

50. A52K-1104Earth System Model Aerosol-Cloud Diagnostics Package (ESMAC Diags): Evaluate Climate Models using Field Measurements from Aircraft, Ship, Surface and Satellite
    Shuaiqi Tang¹, Jerome D Fast², Adam Varble¹, Kai Zhang³ and Po-Lun Ma⁴, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Pacific Northwest Natl Lab, Richland, WA, United States, (3)Pacific Northwest National Lab, Richland, United States, (4)Pacific Northwest National Laboratory, Richland, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

51. B52B-01Ecophysiological Impacts of Long-term Whole Ecosystem Warming and Elevated CO₂ on a Forested Boreal Bog
    Jeff Warren¹, Jennifer Peters¹, Mirindi Eric Dusenge², Keenan Ganz³, Paul J Hanson¹, Anna M Jensen⁴, Daniel M Ricciuto¹ and Eric J Ward⁵, (1)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, TN, United States, (2)University of Western Ontario, London, ON, Canada, (3)Rensselaer Polytechnic Institute, Troy, United States, (4)Linnaeus University, Department of Forestry and Wood Technology, Växjö, Sweden, (5)U.S. Geological Survey, Wetland and Aquatic Research Center, Lafayette, LA, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 07:10

    • McCormick Place - S405b

52. B52C-06Environmental and ecological drivers of drought deciduousness across the Neotropics
    Marcos Longo¹, Rosie Fisher², Gregory Lemieux³, Ryan Knox³, Charlie Koven⁴, Chonggang Xu⁵, Jeffrey Q Chambers^6,7, Luciana F Alves⁸, Antonio Antonino⁹, Bergson Guedes Bezerra¹⁰, Barbara Bomfim⁶, Damien Bonal¹¹, Paulo M Brando¹², Benoit Burban¹³, Geraldine Derroire¹⁴, Maria del Rosario Uribe Diosa¹⁵, Leandro Maracahipes¹⁶, Guilherme G Mazzochini¹⁷, Rafael S Oliveira¹⁸, Pedro Rodrigues Mutti¹⁰, Natalia Restrepo-Coupe¹⁹, Scott R Saleska¹⁹, Cibele de Cassia Silva²⁰, Cláudio Moises Santos e Silva Dr.²¹, Eduardo de Souza²², Jose Raliuson Silva²² and Lara M Kueppers^23,24, (1)Lawrence Berkeley National Laboratory, Climate and Ecosystem Sciences Division, Berkeley, CA, United States, (2)Center for International Climate and Environmental Research Oslo, Oslo, Norway, (3)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (4)Lawrence Berkeley National Laboratory, Earth Sciences Division, Berkeley, United States, (5)Los Alamos National Laboratory, Los Alamos, NM, United States, (6)Lawrence Berkeley National Laboratory, Berkeley, United States, (7)University of California Berkeley, Berkeley, United States, (8)University of California Los Angeles, Institute of the Environment and Sustainability, Los Angeles, CA, United States, (9)Federal University of Pernambuco, Recife, Brazil, (10)UFRN Federal University of Rio Grande do Norte, Department of Atmospheric and Climate Sciences, Natal, Brazil, (11)Université de Lorraine, AgroParisTech, INRAE, UMR Silva, Nancy, France, (12)Department of Earth System Science, University of California, Irvine, Irvine, United States, (13)INRAE, UMR EcoFoG, CNRS, Cirad, AgroParisTech, Université des Antilles, Université de Guyane, Kourou, France, (14)CIRAD, UMR EcoFoG, Agroparistech, CNRS, INRAE, Université des Antilles, Université de Guyane, Kourou, France, (15)University of California Irvine, Earth System Science, Irvine, United States, (16)Universidade Estadual de Campinas, Instituto de Biologia, Departamento de Botânica. AC Unicamp, Campinas, Brazil, (17)UNICAMP State University of Campinas, Campinas, Brazil, (18)University of Campinas, Department of Plant Biology, Campinas, Brazil, (19)University of Arizona, Department of Ecology & Evolutionary Biology, Tucson, AZ, United States, (20)UNICAMP State University of Campinas, Department of Plant Biology, Campinas, Brazil, (21)Federal University of Rio Grande do Norte, Department of Atmospheric and Climate Sciences, Federal University of Rio Grande do Norte, Natal/RN, Brazil, Natal, Brazil, (22)UFRPE - Federal Rural University of Pernambuco, Serra Talhada, Brazil, (23)University of California Berkeley, Energy and Resources Group, Berkeley, United States, (24)Lawrence Berkeley National Laboratory, Earth and Environmental Sciences, Berkeley, United States

    Abstract

    • Friday, 16 December 2022

      07:54 - 08:04

    • McCormick Place - S501a

53. B55H-1058A machine learning approach targeting parameter estimate for modeling plant coexistence using ELM-FATES
    Lingcheng Li, Pacific Northwest National Laboratory, Richland, WA, United States, Yilin Fang, Battelle, Pacific Northwest National Laboratory, Richland, WA, United States, Zhonghua Zheng, National Center for Atmospheric Research, Boulder, United States, Mingjie Shi, NASA Jet Propulsion Laboratory, Pasadena, CA, United States, Marcos Longo, Lawrence Berkeley National Laboratory, Berkeley, United States, Charles Koven, University of California Berkeley, Energy and Resources Group, Berkeley, United States, Jennifer Holm, Lawrence Berkeley National Laboratory, Berkeley, CA, United States and L. Ruby Leung, Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

54. B55H-1059Forest disturbance and recovery in Puerto Rico with field measurements and ELM-FATES
    Mingjie Shi¹, Michael Keller², Barbara Bomfim³, Jessica Fay Needham⁴, Charles Koven⁵, Lara M Kueppers⁵ and L. Ruby Leung⁶, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)USDA Forest Service, Rio Piedras, United States, (3)Lawrence Berkeley National Laboratory, Berkeley, United States, (4)University of Oxford, Department of Plant Sciences, Oxford, United Kingdom, (5)University of California Berkeley, Energy and Resources Group, Berkeley, United States, (6)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

55. B55H-1063Certain Plant Traits Mitigate the Risk of Hydraulic Failure Under Future Climate Change in the Tropical Forests of Panama
    Zachary Robbins¹, Bradley Christoffersen², Rutuja Chitra-Tarak³, Alexandra K Jonko¹, Charlie Koven⁴, Nathan McDowell⁵ and Chonggang Xu⁶, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)University of Texas Rio Grande Valley, Edinburg, United States, (3)Los Alamos National Laboratory, Earth and Environmental Sciences, Los Alamos, NM, United States, (4)University of Miami, Miami, FL, United States, (5)Pacific Northwest National Laboratory, Richland, United States, (6)Los Alamos National Lab, Los Alamos, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

56. GC41B-01Implementing Human-Environment Feedbacks in a Global Model
    Alan V Di Vittorio, Lawrence Berkeley National Laboratory, Berkeley, CA, United States, Timothy Shippert, Pacific Northwest National Laboratory, Richland, WA, United States and Bond-Lamberty Benjamin, Pacific Northwest National Laboratory, College Park, MD, United States

    Abstract

    • Thursday, 15 December 2022

      06:00 - 06:10

    • Online Only

57. GC54A-03How does the extratropical forest land-atmosphere coupling of energy and water change under elevated CO₂ and warming?
    Qing Zhu¹, William J Riley¹, Jinyun Tang², Susannah M Burrows³, Bryce E Harrop³, Xiaoying Shi⁴, Xiaojuan Yang⁵, Mathew E Maltrud⁶ and Katherine V Calvin⁷, (1)Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division, Berkeley, United States, (2)Lawrence Berkeley Natl Lab, Climate and Ecosystem Sciences Division, Berkeley, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, United States, (5)Oak Ridge National Lab, Oak Ridge, United States, (6)Los Alamos National Laboratory, Los Alamos, NM, United States, (7)Pacific Northwest National Laboratory, Joint Global Change Research Institute, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:01 - 12:09

    • Online Only

58. H22Q-1071The role of spatial heterogeneity on land surface modeling of water and energy simulations
    Hongyi Li¹, Lingcheng Li², Gautam Bisht², L. Ruby Leung³, Donghui Xu³, Dongyu Feng², Dalei Hao³, Chang Liao³, Darren Engwirda⁴, Zeli Tan² and Tian Zhou², (1)University of Houston, Huston, United States, (2)Pacific Northwest National Laboratory, Richland, WA, United States, (3)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, (4)NASA GISS, New York City, United States

    Abstract

    • Tuesday, 13 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

59. H25C-02Improving the Realism of ELM’s Hydrology by Implementing a Hillslope Hydrological Model
    Xueyan Zhang, University of Arizona, Tucson, AZ, United States, Yuanhao Fang, University of Arizona, Hydrology and Atmospheric Sciences, Tucson, AZ, United States, Guo-yue Niu, University of Arizona, Hydrology and Atmospheric Sciences, Tucson, United States and Xubin Zeng, University of Arizona, Department of Hydrology and Atmospheric Sciences, Tucson, United States

    Abstract

    • Tuesday, 13 December 2022

      12:55 - 13:05

    • McCormick Place - E265

60. NH12B-01Fast GP Estimation for In-situ Inference of Large Scale Climate Modeling with Statistical Machine Learning
    Nishant Panda¹, Divya Banesh², Saikat Dey², Ayan Biswas², Luke Van Roekel³, Diane Oyen⁴, Nathan M Urban¹, Michael Grosskopf⁵, Jonathan D Wolfe¹ and Earl C Lawrence⁶, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)Los Alamos National Laboratory, Los Alamos, United States, (3)Los Alamos National Laboratory, Fluid Dynamics and Solid Mechanics Group, Los Alamos, United States, (4)Los Alamos National Laboratory, CCS-3, Los Alamos, United States, (5)Los Alamos National Laboratory, CCS-6, Los Alamos, United States, (6)Los Alamos National Lab, Los Alamos, NM, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 07:10

    • McCormick Place - E253cd

61. B12B-07Greenhouse Gas Fluxes and Long-Term Nutrient Sequestration in a Temperate Lake-Coastal Wetland Are Determined by Long- and Short-Term Hydrological Changes and Vegetation Patch Types
    Gil Bohrer¹, Jorge Villa², Justine E.C. Missik³, Lauren E Kinsman-Costello⁴, Yang Ju⁵, Yvette Onyango³, Theresia Yazbeck⁶, Kelly Wrighton⁷ and William J Riley⁸, (1)Ohio State University Main Campus, Columbus, OH, United States, (2)University of Louisiana at Lafayette, Lafayette, LA, United States, (3)Ohio State University Main Campus, Civil, Environmental & Geodetic Engineering, Columbus, United States, (4)Kent State University, Kent, United States, (5)Ohio State University Main Campus, Environmental Science Graduate program, Columbus, OH, United States, (6)Ohio State University, Civil, Environmental & Geodetic Engineering, Columbus, OH, United States, (7)Colorado State University, Soil and Crop Sciences, Fort Collins, CO, United States, (8)Lawrence Berkeley National Laboratory, Climate & Ecosystem Sciences Division, Berkeley, United States

    Abstract

    • Monday, 12 December 2022

      08:12 - 08:24

    • McCormick Place - S501a

62. B45E-08Large divergence of projected Arctic plant composition and productivity due to functional trait uncertainty
    Yanlan Liu, Ohio State University, Columbus, United States, Jennifer Holm, Lawrence Berkeley National Laboratory, Berkeley, CA, United States, Margaret S Torn, Berkeley Lab/UC Berkeley, Berkeley, CA, United States and Charles Koven, Earth and Environmental Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States

    Abstract

    • Thursday, 15 December 2022

      13:55 - 14:05

    • McCormick Place - S406b

63. B52C-08Spatiotemporal Heterogeneity of Methane Emissions in Peruvian Amazonian Peatlands: A Modeling Approach
    Fenghui Yuan¹, Daniel M Ricciuto², Daniel Tyler Roman³, Jeffrey D Wood⁴, Xiaofeng Xu⁵, Erik Lilleskov⁶, Angela Lafuente⁷, Rodney Chimner⁷, Kristell Hergoualc'h⁸, Laura L Bourgeau-Chavez⁹, Hinsby Cadillo-Quiroz¹⁰, Randall K Kolka¹¹, Lizardo Fachin¹², Timothy J Griffis¹³ and Iquitos, (1)University of Minnesota -Twin Cities, Minneapolis, United States, (2)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, TN, United States, (3)USDA Forest Service, International Programs, Indianapolis, United States, (4)University of Missouri, Columbia, MO, United States, (5)San Diego State University, Department of Biology, San Diego, CA, United States, (6)USDA Forest Service, Houghton, MI, United States, (7)Michigan Technological University, Houghton, MI, United States, (8)Center for International Forestry Research, Bogor, Indonesia, (9)Michigan Technological University, Michigan Tech Research Institute, Houghton, MI, United States, (10)Arizona State University, Tempe, AZ, United States, (11)USDA Forest Service, Grand Rapids, United States, (12)Instituto de Investigaciones de la Amazonia Peruana, Iquitos, Peru, (13)Univ Minnesota, Saint Paul, MN, United States

    Abstract

    • Friday, 16 December 2022

      08:14 - 08:24

    • McCormick Place - S501a

64. B52J-0980Quantifying Competition Between Chaparral and Grassland Across a Fire and Climatic Gradient in Southern California, U.S.
    Zachary Robbins¹, Wu MA², Chonggang Xu³, Rutuja Chitra-Tarak⁴, Xiulin Gao⁵, Charlie Koven⁶, Lara M Kueppers⁷, Polly Boutte⁸ and Alexandra K Jonko¹, (1)Los Alamos National Laboratory, Los Alamos, NM, United States, (2)University of Vermont, Burlington, VT, United States, (3)Los Alamos National Lab, Los Alamos, United States, (4)Los Alamos National Laboratory, Earth and Environmental Sciences, Los Alamos, NM, United States, (5)Lawrence Berkeley National Laboratory, Berkeley, CA, United States, (6)University of Miami, Miami, FL, United States, (7)University of California Berkeley, Energy and Resources Group, Berkeley, United States, (8)University of California Berkeley, Berkeley, United States

    Abstract

    • Friday, 16 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

65. GC42J-0830Simulating Methane Production in Inter-tidal Wetlands Using PFLOTRAN
    Yongli Zhou¹, Inke Forbrich¹, Zoe G Cardon¹, Anne E Giblin¹, Mikaela Martiros², Teri O'Meara³, Benjamin N Sulman³, Jane Tucker⁴ and Suzanne Michelle Thomas¹, (1)Marine Biological Laboratory, Ecosystems Center, Woods Hole, MA, United States, (2)Marine Biological Laboratory, Ecosystem Center, Woods Hole, United States, (3)Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, United States, (4)Marine Biological Laboratory, Ecosystems Center, Woods Hole, United States

    Abstract

    • Thursday, 15 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

66. GC53A-04High Latitude Atmospheric Rivers: Teleconnections and Impacts
    Christine A Shields, National Center for Atmospheric Research, Boulder, CO, United States, Michelle Maclennan, University of Colorado Boulder, Department of Atmospheric and Oceanic Sciences, Boulder,, CO, United States, Rudradutt Thaker, University of Wisconsin Madison, Atmospheric and Oceanic Sciences, Madison, United States, Jonathan Wille, Ohio State University Main Campus, Columbus, United States, Allison Collow, Organization Not Listed, Washington, United States, Irina Gorodetskaya, University of Aveiro, Aveiro, Portugal and Stephen J Vavrus, Univ Wisconsin, Madison, WI, United States

    Abstract

    • Friday, 16 December 2022

      09:35 - 09:46

    • McCormick Place - S504abc

67. H12I-0800Relative Importance of Subgrid Scale Heterogeneity of Land Surface Properties and Atmospheric Forcing to Improve Earth System Model Simulations
    Teklu K Tesfa, Pacific Northwest National Laboratory, Richland, WA, United States, L. Ruby Leung, Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States, Peter E Thornton, Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States, Michael Brunke, The University of Arizona, Tucson, AZ, United States and Zhuoran Duan, Pacific Northwest National Laboratory, Hydrology, Richland, WA, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

68. NH32C-0485Quantifying the impacts of land cover change on the hydrologic response to Hurricanes Katrina and Ida in the Gulf Coast
    Hoang Tran¹, Zeli Tan¹, Tian Zhou², Yilin Fang³ and L. Ruby Leung⁴, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Pacific Northwest National Laboratory, Richland, United States, (3)Battelle, Pacific Northwest National Laboratory, Richland, WA, United States, (4)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Wednesday, 14 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

69. A12N-1279Influence of the Joint Variability of Liquid Water and Cloud Droplet Concentration on Area-Mean Autoconversion Rates in Large-Eddy Simulations of Stratocumulus
    Justin Covert¹, David B Mechem¹ and Zhibo Zhang², (1)University of Kansas, Lawrence, KS, United States, (2)University of Maryland Baltimore County, Baltimore, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

70. A12P-1301Towards Understanding the Causes Of Prediction Errors In Atmospheric INP Concentrations at ENA: A Closure Study
    Aishwarya Raman¹, Elise Wilbourn², Naruki Hiranuma³, Mikhail S Pekour¹ and Susannah M Burrows⁴, (1)Pacific Northwest National Laboratory, Richland, WA, United States, (2)Texas A&M University College Station, College Station, United States, (3)Karlsruher Institut für Technologie, Eggenstein-Leopoldshafen, Germany, (4)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

71. B16D-01Exploiting Artificial Intelligence for Advancing Earth and Environmental System Science
    Forrest M. Hoffman¹, Jitendra Kumar², Zheng Shi³, Elias Charbel Massoud⁴, Nathan Collier¹ and Min Xu¹, (1)Oak Ridge National Laboratory, Oak Ridge, United States, (2)Oak Ridge National Laboratory, Oak Ridge, TN, United States, (3)University of Oklahoma, Institute for Environmental Genomics, Department of Microbiology and Plant Biology, Norman, United States, (4)University of California Berkeley, Environmental Science, Policy, & Management, Berkeley, CA, United States

    Abstract

    • Monday, 12 December 2022

      14:45 - 14:55

    • McCormick Place - S403b

72. GC15C-03Compound effects of SAI and CDR on terrestrial carbon sink strength
    Min Xu¹, Forrest M. Hoffman², Wei Zhang³, Salil Mahajan⁴, Xiaojuan Yang⁵, Cheng-En Yang⁶, David L. McCollum⁷, Simone Tilmes⁸, Michael J Mills⁸ and Hailong Wang⁹, (1)Oak Ridge National Laboratory, Computational Earth Sciences Group and Climate Change Science Institute, Oak Ridge, TN, United States, (2)Oak Ridge National Laboratory, Computational Sciences & Engineering Division and Climate Change Science Institute, Oak Ridge, TN, United States, (3)Oak Ridge National Labortory, Computational Sciences and Engineering Division and Climate Change Science Institute, Oak Ridge, United States, (4)Oak Ridge National Laboratory, Computational Sciences and Engineering Division and Climate Change Science Institute, Oak Ridge, United States, (5)Oak Ridge National Laboratory, Environmental Sciences Division and Climate Change Science Institute, Oak Ridge, United States, (6)University of Tennessee, Civil and Environmental Engineering, Knoxville, TN, United States, (7)Oak Ridge National Laboratory, Buildings and Transportation Science Division, Oak Ridge, United States, (8)National Center for Atmospheric Research, Atmospheric Chemistry, Observations, and Modeling Laboratory, Boulder, CO, United States, (9)Pacific Northwest National Laboratory, Richland, WA, United States

    Abstract

    • Monday, 12 December 2022

      13:15 - 13:30

    • McCormick Place - S502ab

73. GC55A-07Analysis of snow droughts in land model simulations and ERA5-Land data in 1980-2014
    Yilin Fang, Pacific Northwest National Laboratory, Richland, WA, United States and L. Ruby Leung, Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      13:53 - 14:04

    • McCormick Place - S502ab

74. GC55G-0321Frequency and Character of Future Snow Droughts in a Fully-Coupled Earth System Model
    Marianne Cowherd, University of California Berkeley, Environmental Science, Policy, and Management, Berkeley, United States; Pacific Northwest National Laboratory, Richland, United States, L. Ruby Leung, Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States and Manuela Girotto, University of California Berkeley, Department of Environmental Science, Policy, and Management, Berkeley, CA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

75. H52C-07Simulating Suspended Sediment in Large U.S. Rivers combining Artificial Intelligence and Earth System modeling approaches
    Hong-Yi Li¹, Guta Wakbulcho Abeshu², Zeli Tan³, Zhenduo Zhu⁴, Hongbo Ma⁵, Tian Zhou³, Sagy Cohen⁶, Donghui Xu⁷ and L. Ruby Leung⁷, (1)University of Houston, Houston, TX, United States, (2)University of Houston, Houston, United States, (3)Pacific Northwest National Laboratory, Richland, WA, United States, (4)University at Buffalo, Department of Civil, Structural and Environmental Engineering, Buffalo, NY, United States, (5)University of California Irvine, Department of Civil and Environmental Engineering, Irvine, United States, (6)University of Alabama, Geography, Tuscaloosa, United States, (7)Pacific Northwest National Laboratory, Atmospheric Sciences and Global Change Division, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      08:01 - 08:11

    • McCormick Place - E265

76. A13C-01A Simple Model of Volcanic Aerosol Forcing Against an Idealized Climatological Background in Support of the DOE CLDERA Project
    Joe Hollowed¹, Christiane Jablonowski¹ and CLDERA Project Team, (1)University of Michigan, Ann Arbor, United States

    Abstract

    • Monday, 12 December 2022

      09:00 - 09:10

    • McCormick Place - E253cd

77. A15N-1429Sensitivity of Atmospheric Heating to Solar Spectral Albedo Over Cryospheric Surfaces
    Juan Tolento¹, Charles S Zender², Chloe Whicker³ and Mark Flanner³, (1)University of California Irvine, Irvine, CA, United States, (2)Univ California Irvine, Department of Earth System Science, Irvine, CA, United States, (3)University of Michigan, Department of Climate and Space Sciences and Engineering, Ann Arbor, MI, United States

    Abstract

    • Monday, 12 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

78. A33F-03Statistical Evaluation of Arctic Cloud Base Precipitation Rates in Free-Running Climate Model Simulations
    Israel Silber¹, Yang Shi², Ann M Fridlind³, Andrew S Ackerman³ and Xiaohong Liu⁴, (1)Pennsylvania State University, University Park, United States, (2)Texas A&M University, Department of Atmospheric Sciences, College Station, United States, (3)NASA Goddard Institute for Space Studies, New York, NY, United States, (4)Texas A&M University College Station, Department of Atmospheric Sciences, College Station, United States

    Abstract

    • Wednesday, 14 December 2022

      09:20 - 09:30

    • McCormick Place - E353ab

79. A35O-1668How to select from multiple coupling approaches using theoretical error analysis, with application to aerosol lifecycle in EAM
    Christopher Vogl, Lawrence Livermore National Laboratory, Center for Applied Scientific Computing, Livermore, CA, United States, Hui Wan, Pacific Northwest National Laboratory, Richland, WA, United States, Carol S Woodward, Lawrence Livermore National Laboratory, Livermore, CA, United States and Steven B Roberts, Lawrence Livermore National Laboratory, Livermore, United States

    Abstract

    • Wednesday, 14 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

80. A42G-02How well does SCREAM simulate clouds and precipitation over the GoAmazon campaign region?
    Jingjing Tian, Lawrence Livermore National Laboratory, Livermore, United States and Yunyan Zhang, Lawrence Livermore Nat Labs, Livermore, CA, United States

    Abstract

    • Thursday, 15 December 2022

      07:10 - 07:20

    • McCormick Place - E258

81. GC25H-0769CLDERA: A Novel Foundational Approach for Attributing Impacts to Localized Source Forcings in the Climate
    Diana L Bull¹, Kara J Peterson², Irina Tezaur³, Lyndsay Shand² and Laura Swiler², (1)Sandia National Laboratories, Albuquerque, United States, (2)Sandia National Laboratories, Albuquerque, NM, United States, (3)Sandia National Laboratories, Livermore, United States

    Abstract

    • Tuesday, 13 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

82. H12I-0799Big World / Small World: Nested subgrids bring Earth-system land models alive
    Peter E Thornton, Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A

83. A13C-01A Simple Model of Volcanic Aerosol Forcing Against an Idealized Climatological Background in Support of the DOE CLDERA Project
    Joe Hollowed¹, Christiane Jablonowski¹ and CLDERA Project Team, (1)University of Michigan, Ann Arbor, United States

    Abstract

    • Monday, 12 December 2022

      09:00 - 09:10

    • McCormick Place - E253cd

84. A15N-1429Sensitivity of Atmospheric Heating to Solar Spectral Albedo Over Cryospheric Surfaces
    Juan Tolento¹, Charles S Zender², Chloe Whicker³ and Mark Flanner³, (1)University of California Irvine, Irvine, CA, United States, (2)Univ California Irvine, Department of Earth System Science, Irvine, CA, United States, (3)University of Michigan, Department of Climate and Space Sciences and Engineering, Ann Arbor, MI, United States

    Abstract

    • Monday, 12 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

85. A33F-03Statistical Evaluation of Arctic Cloud Base Precipitation Rates in Free-Running Climate Model Simulations
    Israel Silber¹, Yang Shi², Ann M Fridlind³, Andrew S Ackerman³ and Xiaohong Liu⁴, (1)Pennsylvania State University, University Park, United States, (2)Texas A&M University, Department of Atmospheric Sciences, College Station, United States, (3)NASA Goddard Institute for Space Studies, New York, NY, United States, (4)Texas A&M University College Station, Department of Atmospheric Sciences, College Station, United States

    Abstract

    • Wednesday, 14 December 2022

      09:20 - 09:30

    • McCormick Place - E353ab

86. A35O-1668How to select from multiple coupling approaches using theoretical error analysis, with application to aerosol lifecycle in EAM
    Christopher Vogl, Lawrence Livermore National Laboratory, Center for Applied Scientific Computing, Livermore, CA, United States, Hui Wan, Pacific Northwest National Laboratory, Richland, WA, United States, Carol S Woodward, Lawrence Livermore National Laboratory, Livermore, CA, United States and Steven B Roberts, Lawrence Livermore National Laboratory, Livermore, United States

    Abstract

    • Wednesday, 14 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

87. A42G-02How well does SCREAM simulate clouds and precipitation over the GoAmazon campaign region?
    Jingjing Tian, Lawrence Livermore National Laboratory, Livermore, United States and Yunyan Zhang, Lawrence Livermore Nat Labs, Livermore, CA, United States

    Abstract

    • Thursday, 15 December 2022

      07:10 - 07:20

    • McCormick Place - E258

88. A55S-1378The 2012 North American Derecho: A testbed for evaluating regional and global climate modeling systems at cloud-resolving scales
    Weiran Liu¹, Paul Aaron Ullrich², Jianfeng Li³, Colin M. Zarzycki⁴, Peter Martin Caldwell⁵, Leung Ruby⁶ and Yun Qian⁶, (1)University of California Davis, Land, Air, and Water Resources, Davis, CA, United States, (2)University of California Davis, Land, Air and Water Resources, Davis, CA, United States, (3)Pacific Northwest National Laboratory, Richland, United States, (4)Pennsylvania State University, Department of Meteorology and Atmospheric Science, University Park, United States, (5)Lawrence Livermore National Laboratory, Livermore, CA, United States, (6)Pacific Northwest National Laboratory, Richland, WA, United States

    Abstract

    • Friday, 16 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

89. A56C-04Exploring errors in simulated aerosol activation using self-organizing maps
    Sam James Silva, University of Southern California, Earth Sciences & Civil and Environmental Engineering, Los Angeles, United States and Po-Lun Ma, Pacific Northwest National Laboratory, Richland, United States

    Abstract

    • Friday, 16 December 2022

      15:15 - 15:25

    • McCormick Place - E270

90. B12B-02Simulating Coastal Wetland Hydro-Biogeochemistry in a Land Surface Model: Tidal Flows, Redox Dynamics, and Vegetation Interactions
    Benjamin N Sulman, Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, United States, Sophia LaFond-Hudson, Oak Ridge National Lab, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, United States and Jiaze Wang, Oak Ridge National Laboratory, Environmental Sciences Division, Oak Ridge, United States

    Abstract

    • Monday, 12 December 2022

      07:12 - 07:24

    • McCormick Place - S501a

91. GC25H-0769CLDERA: A Novel Foundational Approach for Attributing Impacts to Localized Source Forcings in the Climate
    Diana L Bull¹, Kara J Peterson², Irina Tezaur³, Lyndsay Shand² and Laura Swiler², (1)Sandia National Laboratories, Albuquerque, United States, (2)Sandia National Laboratories, Albuquerque, NM, United States, (3)Sandia National Laboratories, Livermore, United States

    Abstract

    • Tuesday, 13 December 2022

      12:45 - 16:15

    • McCormick Place - Poster Hall, Hall - A

92. H12I-0799Big World / Small World: Nested subgrids bring Earth-system land models alive
    Peter E Thornton, Oak Ridge National Laboratory, Climate Change Science Institute and Environmental Sciences Division, Oak Ridge, TN, United States

    Abstract

    • Monday, 12 December 2022

      07:00 - 10:30

    • McCormick Place - Poster Hall, Hall - A