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A Python toolkit for interactive visualizations for Earth System Model evaluation and benchmarking

Project description





ESMBenchmarkViz

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ESMBenchmarkViz is a Python-based interactive visualization toolkit built with Bokeh, designed to facilitate the collective evaluation, intercomparison, and benchmarking of Earth System Models (ESMs). The tool provides a user-friendly interface for analyzing model performance, enabling researchers to make informed comparisons and insights into ESM behavior.

Developer

Jiwoo Lee (@lee1043, LLNL), Kristin Chang (@kristinchang3, LLNL)

Interactive Taylor Diagram

Taylor Diagram

History

Update summary
v0.2.1 Technical update
v0.2.0 Scatter plot and Portrait plot added
v0.1.0 Taylor Diagram with diagnostic figure pop up capability
v0.0.1 Initial release for interactive Taylor Diagram

Acknowledgement

Content in this repository is developed by (PCMDI) scientists at Lawrence Livermore National Laboratory (LLNL). This work is sponsored by the Regional and Global Model Analysis (RGMA) program, of the Earth and Environmental Systems Sciences Division (EESSD) in the Office of Biological and Environmental Research (BER) within the Department of Energy's Office of Science. The work is performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344.

Program for Climate Model Diagnosis and Intercomparison  United States Department of Energy  Lawrence Livermore National Laboratory

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