xarray
E459722
xarray is an open-source Python library that provides labeled, N-dimensional arrays and datasets for more intuitive and efficient analysis of multi-dimensional scientific data.
Statements (81)
| Predicate | Object |
|---|---|
| instanceOf |
Python library
ⓘ
data analysis library ⓘ open-source software ⓘ |
| category |
data science
ⓘ
geospatial data processing ⓘ scientific computing ⓘ |
| compatibleWith |
Cartopy
NERFINISHED
ⓘ
Dask NERFINISHED ⓘ Matplotlib NERFINISHED ⓘ NumPy NERFINISHED ⓘ SciPy NERFINISHED ⓘ pandas ⓘ |
| documentationURL | https://docs.xarray.dev ⓘ |
| enables |
efficient analysis of multi-dimensional data
ⓘ
intuitive analysis of multi-dimensional data ⓘ |
| hostedOn | GitHub NERFINISHED ⓘ |
| inspiredBy |
netCDF data model
NERFINISHED
ⓘ
pandas NERFINISHED ⓘ |
| license | Apache License 2.0 ⓘ |
| maintainedBy |
PyData community
NERFINISHED
ⓘ
xarray developers ⓘ |
| partOf | PyData ecosystem ⓘ |
| programmingLanguage | Python ⓘ |
| provides |
datasets abstraction
ⓘ
labeled N-dimensional arrays ⓘ |
| repositoryURL | https://github.com/pydata/xarray ⓘ |
| supports |
N-dimensional arrays
ⓘ
labeled arrays ⓘ labeled datasets ⓘ multi-dimensional scientific data ⓘ |
| supportsBackend |
HDF5 via netCDF4
ⓘ
Pydap NERFINISHED ⓘ SciDB NERFINISHED ⓘ Zarr NERFINISHED ⓘ cfgrib ⓘ h5netcdf NERFINISHED ⓘ netCDF4 NERFINISHED ⓘ rasterio NERFINISHED ⓘ |
| supportsComputation |
Fourier transforms via integration with SciPy
ⓘ
aggregation operations ⓘ interpolation ⓘ regridding via external libraries ⓘ |
| supportsDataStructure |
Coordinates
ⓘ
DataArray NERFINISHED ⓘ Dataset ⓘ Variable ⓘ |
| supportsDimensionType |
latitude
ⓘ
level ⓘ longitude ⓘ time ⓘ |
| supportsFeature |
CF-compliant metadata handling
ⓘ
broadcasting ⓘ coordinate-based indexing ⓘ groupby operations ⓘ label-based indexing ⓘ lazy evaluation with Dask ⓘ metadata preservation ⓘ missing data handling ⓘ out-of-core computation ⓘ parallel computation ⓘ resampling ⓘ rolling window operations ⓘ vectorized operations ⓘ |
| supportsIndexing |
isel
ⓘ
loc-like indexing ⓘ sel ⓘ |
| supportsIOFormat |
GRIB via cfgrib
ⓘ
GeoTIFF via rasterio ⓘ HDF5 via netCDF4 ⓘ NetCDF NERFINISHED ⓘ OPeNDAP NERFINISHED ⓘ Zarr NERFINISHED ⓘ |
| supportsLanguage | Python ⓘ |
| supportsPlotting |
facet plots
ⓘ
quicklook plots via Matplotlib ⓘ |
| usedIn |
climate science
ⓘ
environmental science ⓘ geosciences ⓘ meteorology ⓘ oceanography ⓘ remote sensing ⓘ |
Referenced by (1)
Full triples — surface form annotated when it differs from this entity's canonical label.