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gcm_eval (Global Climate Model Evaluation) [SWR-24-37]

Software ·
DOI:https://doi.org/10.11578/dc.20240305.1· OSTI ID:code-123457 · Code ID:123457
 [1];  [1];  [1]
  1. National Renewable Energy Laboratory (NREL), Golden, CO (United States)

The interplay between energy, climate, and weather is becoming more complex as our changing climate continues to affect the weather we experience which in turn drives changes in the ever increasing share of renewable energy generation and energy demand. Energy system analyses commonly rely on meteorological inputs to estimate renewable energy generation and energy demand; however, these inputs rarely represent the estimated impacts of future climate change. Climate models and publicly available climate change datasets can be used for this purpose, but the selection of inputs from the myriad of available models and datasets is a nuanced and often subjective process. There is no single perfect climate model or dataset for all applications. In this repository, we include software and the corresponding assessments of various global climate models (GCMs) from the Coupled Model Intercomparison Project (CMIP6), evaluating their skills with respect to the historical climate and comparing of their future projections of climate change. We focus on variables that directly affect the energy system including the representation of extreme values that can drive grid resilience events. The objective of this repository is not to recommend the best climate model and dataset for a given analysis, but instead to provide a reference to facilitate the selection of climate models and datasets in subsequent work.

Short Name / Acronym:
gcm_eval
Site Accession Number:
NREL SWR-24-37
Software Type:
Scientific
License(s):
BSD 3-clause "New" or "Revised" License
Programming Language(s):
Python; Jupyter Notebook
Research Organization:
National Renewable Energy Laboratory (NREL), Golden, CO (United States)
Sponsoring Organization:
USDOE Office of Energy Efficiency and Renewable Energy (EERE); USDOE Office of Cybersecurity, Energy Security, and Emergency Response (CESER); USDOE Office of Electricity (OE); USDOE Office of Fossil Energy and Carbon Management (FECM)

Primary Award/Contract Number:
AC36-08GO28308
DOE Contract Number:
AC36-08GO28308
Code ID:
123457
OSTI ID:
code-123457
Country of Origin:
United States

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