Process-based Testing and Evaluation of Weather and Climate Models

Session ID#: 121944

Session Description:
Weather/climate models continue to suffer from systematic biases, many of which are related to missing or poorly represented physical processes and deficiencies in the underlying model physics. Process-based testing and evaluation (T&E) of physics are essential to identify and understand the causes of model errors/biases, and to improve the overall performance of a weather/climate model while ensuring that model adjustments/tuning can be justified on physical grounds. To advance the model physics and improve weather forecasting or climate predictive accuracy, reliability and lead times, this session aims to bring together scientists who work on a variety of numerical models (weather/climate, regional/global, coupled/uncoupled, deterministic/ensemble, etc.). It will focus on: 1) T&E of model physics, their interactions, and impacts on the overall performance of a model, and 2) applying process-based T&E to advance understanding of physical processes. Abstracts that apply hierarchical testing approaches and process-based verification and evaluation methods are particularly encouraged.
Index Terms:

3310 Clouds and cloud feedbacks [ATMOSPHERIC PROCESSES]
3322 Land/atmosphere interactions [ATMOSPHERIC PROCESSES]
3336 Numerical approximations and analyses [ATMOSPHERIC PROCESSES]
3365 Subgrid-scale (SGS) parameterization [ATMOSPHERIC PROCESSES]


Primary Convener:  Weiwei Li, National Center for Atmospheric Research and Developmental Testbed Center, Boulder, CO, United States
Conveners:  Michael B Ek, National Center for Atmospheric Research and Developmental Testbed Center, Boulder, United States, Lulin Xue, National Center for Atmospheric Research, Developmental Testbed Center, Boulder, CO, United States and Stan Benjamin, NOAA Global Systems Laboratory, Boulder, CO, United States
Primary Liaison:  Weiwei Li, National Center for Atmospheric Research and Developmental Testbed Center, Boulder, CO, United States
See more of: Atmospheric Sciences