earthkit - Open-source tools for seamless earth science workflows<br>Install earthkit
Open-source tools for seamless earth science workflows<br>earthkit streamlines earth science workflows while retaining interoperability with essential data science packages.<br>Install earthkitGet all earthkit components in one simple step.<br>...<br>Latest version
Open-source tools for seamless earth science workflows<br>earthkit streamlines earth science workflows while retaining interoperability with essential data science packages.
The earthkit ecosystem
The earthkit ecosystem
Why use earthkit?
Remove barriers to entry<br>High-level APIs offer a shallow learning curve and greatly reduce boilerplate code.
Modern architecture<br>Designed with Machine Learning / GPU / in-memory computations as first-class citizens.
From research to operations<br>Designed for use by operational services and directly by researchers.
Free and open source<br>All source code on GitHub for open development and community contribution.
Supported by NWP and climate centres<br>Supported and used operationally by world-leading weather and climate centres.
Seamless data integration<br>Works with a wealth of data formats through a unified interface, eliminating format-specific headaches.
Why use earthkit?
Remove barriers to entry<br>High-level APIs offer a shallow learning curve and greatly reduce boilerplate code.
Modern architecture<br>Designed with Machine Learning / GPU / in-memory computations as first-class citizens.
From research to operations<br>Designed for use by operational services and directly by researchers.
Free and open source<br>All source code on GitHub for open development and community contribution.
Supported by NWP and climate centres<br>Supported and used operationally by world-leading weather and climate centres.
Seamless data integration<br>Works with a wealth of data formats through a unified interface, eliminating format-specific headaches.
Interoperable with essential Python packages
Integration with a wide range of data formats
GRIBNetCDFZarrGeoTIFFCSVBUFRcoverageJSONGeoJSON
data = ek.data.from_source("file", "my_data.grib ")
GitHubDocsContribute<br>earthkit
With contributions from
© European Centre for Medium-Range Weather Forecasts
earthkit<br>GitHubDocsContribute<br>With contributions from
© European Centre for Medium-Range Weather Forecasts