xclim — Peer-reviewed • Rank 21.9 • Science 100%

xclim: xarray-based climate data analytics - Published in JOSS (2023)

Linopy — Peer-reviewed • Rank 20.4 • Science 95%

Linopy: Linear optimization with n-dimensional labeled variables - Published in JOSS (2023)

scores — Peer-reviewed • Rank 16.4 • Science 98%

scores: A Python package for verifying and evaluating models and predictions with xarray - Published in JOSS (2024)

xagg — Peer-reviewed • Rank 12.4 • Science 100%

xagg: A Python package to aggregate gridded data onto polygons - Published in JOSS (2024)

xarray • Rank 32.1 • Science 77%

N-D labeled arrays and datasets in Python

dantro — Peer-reviewed • Rank 14.4 • Science 94%

dantro: a Python package for handling, transforming, and visualizing hierarchically structured data - Published in JOSS (2020)

xCDAT — Peer-reviewed • Rank 8.0 • Science 100%

xCDAT: A Python Package for Simple and Robust Analysis of Climate Data - Published in JOSS (2024)

pyomeca — Peer-reviewed • Rank 12.3 • Science 95%

pyomeca: An Open-Source Framework for Biomechanical Analysis - Published in JOSS (2020)

TopoPyScale — Peer-reviewed • Rank 12.2 • Science 95%

TopoPyScale: A Python Package for Hillslope Climate Downscaling - Published in JOSS (2023)

Synthia — Peer-reviewed • Rank 8.9 • Science 93%

Synthia: multidimensional synthetic data generation in Python - Published in JOSS (2021)

herbie-data • Rank 19.4 • Science 77%

Download numerical weather prediction datasets (HRRR, RAP, GFS, IFS, etc.) from NOMADS, NODD partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

wradlib • Rank 19.3 • Science 77%

weather radar data processing - python package

xradar • Rank 19.1 • Science 77%

A tool to work in weather radar data in xarray

cchdo.hydro • Rank 9.9 • Science 85%

The big ol CCHDO netCDF-CF project

climpred — Peer-reviewed • Rank 15.2 • Science 77%

climpred: Verification of weather and climate forecasts - Published in JOSS (2021)

xarrayutils • Rank 13.8 • Science 77%

gpm-api • Rank 11.4 • Science 77%

A python package to download and analyze the Global Precipitation Measurement Mission (GPM) data archive

xarray-einstats • Rank 20.1 • Science 67%

Stats, linear algebra and einops for xarray

satpy • Rank 22.6 • Science 64%

Python package for earth-observing satellite data processing

xnemogcm • Rank 9.1 • Science 77%

Interface to open NEMO global circulation model output dataset with xarray and create a xgcm grid.

cf-xarray • Rank 21.2 • Science 64%

an accessor for xarray objects that interprets CF attributes

is2view • Rank 6.7 • Science 77%

Interactive visualization and data extraction tool for ICESat-2 ATL14/15 Gridded Land Ice Height Products

xarray-dataclasses • Rank 16.6 • Science 67%

:zap: xarray data creation by data classes

echopype • Rank 14.9 • Science 67%

Enabling interoperability and scalability in ocean sonar data analysis

xeofs — Peer-reviewed • Rank 14.9 • Science 67%

xeofs: Comprehensive EOF analysis in Python with xarray - Published in JOSS (2024)

the-plunging-flow-by-3d-les • Rank 1.8 • Science 77%

The Plunging of Hyperpycnal Plumes on Tilted Bed by Three-Dimensional Large-Eddy Simulations

xbatcher • Rank 18.5 • Science 59%

Batch generation from xarray datasets

eoreader • Rank 16.9 • Science 59%

Remote-sensing opensource python library reading optical and SAR sensors, loading and stacking bands, clouds, DEM and spectral indices in a sensor-agnostic way.

pyresample • Rank 21.8 • Science 54%

Geospatial image resampling in Python

imas2xarray • Rank 7.5 • Science 67%

Imas2xarray is a python library for reading and writing IMAS data in hdf5 format using xarray

shxarray • Rank 7.2 • Science 67%

Extension to xarray providing functionality to work with spherical harmonic datasets

ndradex • Rank 7.0 • Science 67%

:zap: Multidimensional RADEX calculator

cubo • Rank 5.3 • Science 67%

On-Demand Earth System Data Cubes (ESDCs) in Python

spyndex • Rank 15.2 • Science 57%

Awesome Spectral Indices in Python.

geoschem-gcpy • Rank 12.7 • Science 59%

Python toolkit for GEOS-Chem. Contains basic plotting scripts, plus the suite of GEOS-Chem benchmarking utilities.

dantro • Rank 4.2 • Science 67%

dantro is a Python package to handle, transform, and visualize hierarchically structured data. Docs @ https://dantro.readthedocs.io — NOTE: This repository is a READ-ONLY-MIRROR of the actual development repository; for open issues and MRs, see there:

pymech • Rank 6.3 • Science 64%

A Python software suite for Nek5000 and SIMSON

multiscale_spatial_image • Rank 16.3 • Science 54%

Generate a multiscale, chunked, multi-dimensional spatial image data structure that can serialized to OME-NGFF.

dea-tools • Rank 20.5 • Science 49%

Open-source Jupyter Notebooks and Python tools for geospatial analysis with Digital Earth Australia, Open Data Cube, and Xarray

itslive • Rank 4.2 • Science 64%

NOTE: this book is no longer maintained. Please go to 'Cloud-native geospatial data cube workflows,' linked below, instead.

gridding-cookbook • Rank 3.8 • Science 64%

Small cookbook to review xarray gridding

xemc3 • Rank 8.5 • Science 59%

A library for working with EMC3 simulations using the xarray framework.

deafrica-tools • Rank 16.2 • Science 49%

Repository for Digital Earth Africa Sandbox, including: Jupyter notebooks, scripts, tools and workflows for geospatial analysis with Open Data Cube and xarray

gval • Rank 10.3 • Science 54%

A high-level Python framework to evaluate the skill of geospatial datasets by comparing candidates to benchmark maps producing agreement maps and metrics.

psy-maps • Rank 9.9 • Science 54%

The psyplot plugin for visualizations on a map

h5rdmtoolbox • Rank 4.3 • Science 59%

Supporting a FAIR Research Data lifecycle using Python and HDF5.

sen2nbar • Rank 8.7 • Science 54%

Nadir BRDF Adjusted Reflectance (NBAR) for Sentinel-2 in Python

wavespectra • Rank 14.8 • Science 46%

Library for ocean wave spectra

jsmetrics • Rank 9.9 • Science 49%

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

datalogs • Rank 6.0 • Science 52%

Python package for logging data from scientific experiments.

gedixr • Rank 3.5 • Science 54%

Global Ecosystem Dynamics Investigation (GEDI) L2A/L2B -> GeoParquet & GeoDataFrame/Xarray

icechunk • Rank 21.3 • Science 36%

Open-source, cloud-native transactional tensor storage engine

xarray-spatial • Rank 21.1 • Science 36%

Raster-based Spatial Analytics for Python

psy-simple • Rank 11.2 • Science 44%

psy-simple: The psyplot plugin for simple visualizations

icclim • Rank 18.5 • Science 36%

icclim: Python library for climate indices and climate indicators calculation.

goes2go • Rank 15.6 • Science 36%

Download and process GOES-16 and GOES-17 data from NOAA's archive on AWS using Python.

psy-reg • Rank 6.7 • Science 44%

Psyplot plugin for visualizing and calculating regression plots

clisops • Rank 14.5 • Science 36%

Climate Simulation Operations

https://github.com/cubed-dev/cubed • Rank 8.4 • Science 36%

Scalable array processing with bounded memory

scikit-downscale • Rank 7.9 • Science 36%

Statistical climate downscaling in Python

segysak • Rank 15.1 • Science 26%

SEGY Swiss Army Knife for Seismic Data

xarray-sentinel • Rank 14.0 • Science 26%

Xarray backend to Copernicus Sentinel-1 satellite data products

nlmod • Rank 13.5 • Science 26%

Python package to build, run and visualize MODFLOW 6 groundwater models in the Netherlands.

birdhouse-finch • Rank 10.1 • Science 26%

A Web Processing Service for Climate Indicators

xoa • Rank 8.2 • Science 26%

xarray-based ocean analysis library

https://github.com/nicrie/xmca • Rank 9.9 • Science 23%

Maximum Covariance Analysis in Python

aospy • Rank 11.8 • Science 20%

Python package for automated analysis and management of gridded climate data

https://github.com/astropenguin/xarray-custom • Rank 5.5 • Science 23%

:zap: Data classes for custom xarray creation

https://github.com/darothen/xbpch • Rank 8.5 • Science 20%

xarray interface for bpch files

nd • Rank 8.3 • Science 20%

Framework for the analysis of n-dimensional, multivariate Earth Observation data

https://github.com/astropenguin/xarray-compare • Rank 3.2 • Science 23%

:zap: xarray extension for data comparison

https://github.com/aazuspan/wxee • Rank 13.1 • Science 13%

A Python interface between Earth Engine and xarray for processing time series data

https://github.com/climate-service-center/pyhomogenize • Rank 3.0 • Science 23%

Homogenize netCDF files to CF standard

https://github.com/eserie/wax-ml • Rank 8.9 • Science 10%

A Python library for machine-learning and feedback loops on streaming data

https://github.com/arcticsnow/climatepy • Rank 1.4 • Science 13%

Collection of tools to perform timeseries analysis on climate data (Observation and Downscaled)

zeitcache • Science 44%

Stupid-fast functional-flavored caching for xarray pipelines

index_calculator • Science 49%

Calculate climate indicators based on xclim

subarcticwildfireseverity • Science 44%

Code Supplement: Driver Analysis of Subarctic Wildfire Severity over a 35-year Period

cdm-reader-mapper • Science 49%

Common Data Model reader and mapper toolbox

climopy • Science 13%

🌍🌏🌎 A succinct toolset for analyzing climate data. This project is a work-in-progress.

egu_2021_lgeo_workshops • Science 67%

Workshop materials for EGU General Assembly 2021 sessions Spatio-temporal trend analysis of spatial climate data (temperature and rainfall) using Python Satellite image processing using Python programming

https://github.com/bcdev/xrlint • Science 13%

A linter for xarray datasets

lexcube • Science 67%

Lexcube: 3D Data Cube Visualization in Jupyter Notebooks

xarray-units • Science 57%

:zap: xarray extension for handling units

xdggs • Science 44%

Xarray extension for DGGS

xcast • Science 33%

A High-Performance Data Science Toolkit for the Earth Sciences