Climate Science Python Packages

xclim

Library of derived climate variables, ie climate indicators, based on xarray.

45K 395 72

globalwarmingpotentials

Global Warming Potentials as assessed by the IPCC in CSV format, and as Python and Node modules

14K 26 7

pydisort

Modern Python & C++ API for the radiative transfer solver DISORT. Parallelized with PyTorch tensors; compile-free with: pip install pydisort.

8K 15 2

earth2studio

Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.

8K 885 201

netcdf-scm

Simple wrappers for processing netcdf files for use in simple climate models

6K 6 2

clouddrift

CloudDrift accelerates the use of Lagrangian data for atmospheric, oceanic, and climate sciences.

6K 43 11

xarrayutils

A collection of various tools for data analysis built on top of xarray and xgcm

6K 53 13

xeofs

Comprehensive EOF analysis in Python with xarray: A versatile, multidimensional, and scalable tool for advanced climate data analysis

4K 135 23

clisops

Climate Simulation Operations

3K 24 9

climlab

Python package for process-oriented climate modeling

2K 245 74

sbti-finance-tool

This package implements V1 of the CDP/WWF Temperature Rating Methodology and calculates portfolio coverage for SBTi near-term targets. The portfolio coverage notebook can also be used for climate alignment assessment under the FINZ Standard.

1K 60 43

pyaerocom

pyaerocom model evaluation software

1K 31 15

topopyscale

TopoPyScale, a Python package to perform simplistic climate downscaling at the hillslope scale.

1K 60 17

itslive

Python client for ITSLIVE glacier ice velocities.

1K 22 5

jsmetrics

A Python package of algorithms used to identify jet streams, based on xarray.

857 32 8

python-cmethods

A collection of bias correction techniques written in Python - for climate sciences.

840 82 15

index-calculator

Calculate climate indicators based on xclim

732 8 6

sbti

This toolkit helps companies and financial institutions to assess the temperature alignment of current targets, commitments, and investment and lending portfolios, and to use this information to develop targets using portfolio coverage or temperature rating (CDP/WWF v1) methods for official validation by the SBTi. See the wiki for a change log.

576 60 43