Top 30 xarray open source projects

Visualizer for pandas data structures

N-D labeled arrays and datasets in Python

Experimental code for loading/saving XArray DataArrays to Geographic Rasters using rasterio

xarray interface for bpch files

Python for downloading model data (HRRR, RAP, GFS, NBM, etc.) from NOMADS, NOAA's Big Data Program partners (Amazon, Google, Microsoft), ECMWF open data, and the University of Utah Pando Archive System.

Python library for building Pangeo Forge recipes.

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

Fast & furious GroupBy operations for dask.array

Extension to hypothesis for testing numpy general universal functions

Python toolkit for GEOS-Chem.

Python package to call processed EE objects via the REST API to local data

Awesome Spectral Indices in Python.

Notes and practicals for my "Physics of the Climate System" lecture

Publish Xarray Datasets via a REST API.

Climate Simulation Operations

Python package for automated analysis and management of gridded climate data

Earth System Model Lab (esmlab). ⚠️⚠️ ESMLab functionality has been moved into <https://github.com/NCAR/geocat-comp>. ⚠️⚠️

Python/xarray tutorial for GEOS-Chem users

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

A High-Performance Data Science Toolkit for the Earth Sciences

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

Climate Data Science and Earth Observation with Python.

Xarray backend to Copernicus Sentinel-1 satellite data products

Distributed Xarray with Apache Beam

xarrayutils.readthedocs.io/

The PyEarthScience repository created by DKRZ (German Climate Computing Center) provides Python scripts and Jupyter notebooks in particular for scientific data processing and visualization used in climate science. It contains scripts for visualization, I/O, and analysis using PyNGL, PyNIO, xarray, cfgrib, xesmf, cartopy, and others.

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

Batch generation from xarray datasets

A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.

Maximum Covariance Analysis in Python