On the recordRead 8 Oct 202627 facts
eofs
On the record
- Analysis outputs
- Solver methods return EOFs, principal component time series, eigenvalues, variance fractions, and reconstructed fields, among other quantities.ajdawson.github.io · read 8 Oct 2026
- Bayesian analysis
- Noajdawson.github.io · read 24 Sep 2026
- Citation
- The project asks users of eofs in published research to cite its peer-reviewed paper and optionally a version-specific Zenodo DOI.ajdawson.github.io · read 8 Oct 2026
- Data import formats
- NetCDF via Iris example; NumPy arrays; xarray objectsajdawson.github.io · read 24 Sep 2026
- Data interfaces
- The package provides interfaces for NumPy and Dask arrays, plus metadata-enabled interfaces for Iris and xarray.ajdawson.github.io · read 8 Oct 2026
- Dependencies
- NumPy is required; dask is optional, while Iris and xarray are needed only for their respective metadata interfaces.ajdawson.github.io · read 8 Oct 2026
- Deployment
- desktopajdawson.github.io · read 24 Sep 2026
- Examples
- The documentation includes standard, Iris, and xarray examples for North Atlantic Oscillation and El Niño analyses.ajdawson.github.io · read 8 Oct 2026
- Implementation
- The implementation is pure Python using NumPy and has no Fortran or C dependencies.ajdawson.github.io · read 8 Oct 2026
- Installation
- The project documents installation through conda-forge, pip, or a source archive.ajdawson.github.io · read 8 Oct 2026
- Intended use
- The package is presented for analyzing spatial-temporal data, with examples including climate patterns.ajdawson.github.io · read 8 Oct 2026
- Interfaces
- The standard interface accepts NumPy or dask arrays, and metadata interfaces support Iris or xarray data.ajdawson.github.io · read 8 Oct 2026
- Large datasets
- The package is designed to compute efficiently on large output datasets from modern climate models.ajdawson.github.io · read 8 Oct 2026
- License
- The repository describes eofs as licensed under GNU GPLv3.github.com · read 8 Oct 2026
- Metadata
- Optional Iris and xarray interfaces carry metadata from input fields into output fields.github.com · read 8 Oct 2026
- Missing values
- Missing values are removed during computations and placed back into output fields.ajdawson.github.io · read 8 Oct 2026
- Purpose
- eofs is a Python package for empirical orthogonal function analysis of spatial-temporal data.ajdawson.github.io · read 8 Oct 2026
- Regression models
- Noajdawson.github.io · read 24 Sep 2026
