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esmbenchmarkviz

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

https://github.com/pcmdi/esmbenchmarkviz

Science Score: 75.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ✓
    DOI references
    Found 3 DOI reference(s) in README
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Academic email domains
  • ✓
    Institutional organization owner
    Organization pcmdi has institutional domain (pcmdi.llnl.gov)
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.9%) to scientific vocabulary

Keywords

climate-model climate-model-benchmarking climate-model-evaluation pyton
Last synced: 6 months ago · JSON representation ·

Repository

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

Basic Info
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 9
  • Releases: 0
Topics
climate-model climate-model-benchmarking climate-model-evaluation pyton
Created over 1 year ago · Last pushed 6 months ago
Metadata Files
Readme License Citation

README.md





ESMBenchmarkViz

DOI License platforms Formatted with black

ESMBenchmarkViz is a Python-based interactive visualization tool 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)

Interactive Taylor Diagram

Taylor Diagram

History

|

Versions
| Update summary | | ------------- | ------------------------------------------- | | 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

Owner

  • Name: Program for Climate Model Diagnosis and Intercomparison
  • Login: PCMDI
  • Kind: organization
  • Email: pcmdi-cmip@llnl.gov
  • Location: Lawrence Livermore National Lab

Established in 1989, PCMDI aims to develop advanced methods and tools for diagnosis and intercomparison to improve Earth System and Climate Models

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: ESMBenchmarkViz
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Jiwoo
    family-names: Lee
    email: lee1043@llnl.gov
    affiliation: Lawrence Livermore National Laboratory
    orcid: 'https://orcid.org/0000-0002-0016-7199'
repository-code: 'https://github.com/PCMDI/ESMBenchmarkViz'
abstract: ' A Python package for interactive visualizations for Earth System Model evaluation and benchmarking.'
license: BSD-3-Clause

GitHub Events

Total
  • Create event: 19
  • Issues event: 12
  • Release event: 4
  • Delete event: 16
  • Member event: 1
  • Issue comment event: 3
  • Public event: 1
  • Push event: 92
  • Pull request review event: 1
  • Gollum event: 2
  • Pull request event: 30
Last Year
  • Create event: 19
  • Issues event: 12
  • Release event: 4
  • Delete event: 16
  • Member event: 1
  • Issue comment event: 3
  • Public event: 1
  • Push event: 92
  • Pull request review event: 1
  • Gollum event: 2
  • Pull request event: 30

Issues and Pull Requests

Last synced: 6 months ago

All Time
  • Total issues: 0
  • Total pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 1
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 1
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • lee1043 (7)
  • kristinchang3 (1)
Pull Request Authors
  • lee1043 (16)
  • kristinchang3 (1)
Top Labels
Issue Labels
enhancement (1)
Pull Request Labels
test (1)

Dependencies

setup.py pypi
  • Optional *
  • numpy >=1.18.0
  • pandas >=1.0.0
.github/workflows/build_workflow.yml actions
  • actions/cache v3 composite
  • actions/checkout v3 composite
  • actions/setup-python v4 composite
  • conda-incubator/setup-miniconda v2 composite
  • fkirc/skip-duplicate-actions master composite
  • peaceiris/actions-gh-pages v3 composite
  • pre-commit/action v3.0.0 composite
conda-env/environment.yml conda
  • bokeh
  • furo
  • ipython
  • matplotlib
  • nbsphinx
  • numpy
  • pandoc
  • pre_commit
  • pytest
  • pytest-cov
  • python >=3.7
  • sphinx
  • sphinx-autosummary-accessors
  • sphinx-book-theme
  • sphinx-copybutton
  • sphinx-design
  • sphinx_rtd_theme