Added analysis tools and cleanup

SPA and correlation

Fixed bugs in dea, refactored animation API, added pearson, expanded correlation API to 2D

Fixed bootstrapping bug, restructured animation, and methods

Added Eurostat agricultural data download, preprocessing, and coverage plots

Several important fixes for percentile-based extremes bootstrapping, restructured project organization, and added implementation for SEA

EM-Dat processsing, drought data, and improved consecutive counting

EM-Dat disaggregation

EM-data normalization

Improved CLI, implemented fires, heat, cold, and flood pipelines

New tools rescale and consecutive

Aggregation supports multiple variables, refactoring

Refactored merge API, added download of temperature data for heat-waves, removed redundant code

Added download for temperature data

Removed code related to ERA5 fwi dataset processing