A format-agnostic Python interface for geospatial data
Project description
earthkit-data
A format-agnostic interface for geospatial data with a focus on meteorology and climate science.
DISCLAIMER This project is BETA and will be Experimental for the foreseeable future. Interfaces and functionality are likely to change, and the project itself may be scrapped. DO NOT use this software in any project/software that is operational.
earthkit-data makes it simple to read, inspect and slice data from a wide range of geospatial input types (GRIB, netCDF, zarr and more) and transform them into familiar scientific Python objects (including numpy arrays, pandas dataframes, xarray datasets).
data = earthkit.data.from_source("my-data.nc")
arr = data.to_numpy()
df = data.to_pandas()
dataset = data.to_xarray()
earthkit-data provides additional convenient methods for quickly inspecting certain features of your input data, such as data dimensionality, axes, coordinate reference systems and bounding boxes.
License
Copyright 2022, European Centre for Medium Range Weather Forecasts.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
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