geoaquacrop-preprocess

geoaquacrop-preprocess is an automated data download and preprocessing pipeline for running FAO AquaCrop over large regions in gridded format.

Given a polygon defining the area of interest and a time period, the pipeline automatically downloads, reprojects, and harmonises the following datasets onto a common output grid:

Dataset	Variables	Source	Native resolution
Climate (past)	Min/max temperature, precipitation, reference ET	AgERA5 via Copernicus CDS	0.1°, daily
Climate (future)	Min/max temperature, precipitation, reference ET	NASA NEX-GDDP-CMIP6	0.25°, daily
Soil	Clay, sand, silt, soil organic matter (6 depth layers)	ISRIC SoilGrids	250 m
Crop calendar	Planting DOY, growing season length	GGCMI phase 3 v1.01	0.5°
Crop areas	Physical area by crop and irrigation type	SPAM 2010/2020	~10 km

The climate source is chosen automatically: AgERA5 reanalysis is used when both years fall within its availability window (1979 to the previous complete year); NASA NEX-GDDP-CMIP6 projections are used otherwise.

Getting started

• Installation
• Quick start

API reference

• API reference
  • preprocess_main
  • validate_inputs
  • preprocess_tools
  • soil
  • crop_areas
  • cropcalendar_module
  • climate_AgERA5
  • climate_nasanex
  • ricecalendar_marc

Indices and tables

• Index

• Module Index

• Search Page