/pca_sma

Principal component analysis of surface mass anomalies

Primary LanguageJupyter NotebookMIT LicenseMIT

PCA of surface mass anomalies

Principal component analysis of surface mass anomalies expressed in equivalent water height (EWH) observed by the GRACE satellites that I had to do for a assignment during my studies.

Data

The data can be downloaded here: https://surfdrive.surf.nl/files/index.php/s/WcsuCuwiLWPf8aH

Requirements

numpy

matplotlib

basemap

sklearn

statsmodels

xarray