AgERA5 Climatic Regions Embeddings

Introduction

Climatic regions embeddings V1 are 6 global rasters variables describing the global meteoreological conditions for the years 2018-2023. They are obtained by aggregating AgERA5 variables across single years and then reducing and normalizing the aggregated varibles to a set of 6 variables.

NOTE: 2023 needs to be recomputed. It is currently a copy of 2022.

Usage

Load for a lat lon point:

from climatic_regions import load_meteo_point

vals = load_meteo_point(lon, lat, year)

Load resampled array from bounds:

from climatic_regions import load_meteo_embeddings

arr = load_meteo_embeddings(bounds, epsg, year, resolution=10)

Covert lat, lon to x, y, z:

from climatic_regions import lat_lon_to_unit_sphere, load_xyz

x, y, z = lat_lon_to_unit_sphere(lat, lon)

xyz_arr = load_xyz(bounds, epsg, resolution=10)