Average rainfall 2001-2016, global tropics

Map: Average rainfall 2001-2016, global tropics

FAO reference ET - processes

This post outlines a process chain for organising reference evapotranspiration data over Sub Saharan Africa using Karttur´s GeoImagine Framework. The results are used for calculating regional water balances as outlined in the next post.

Prerequisites

To follow the process steps in this post you must set up a Spatial Data Integrated Development Environment (SPIDE), download and install Karttur’s GeoImagine Framework from Github, and download and process the FAO ref ET data.

FAO reference evapotranspiration (refET)

The FAO dataset on reference evapotranspiration (refET) is composed of monthly average layers representing 1961 to 1990. The refET varies dependent of many factors, including temperature, wind and atmospheric water vapor pressure, but for this study you will use monthly average data. The alternative, to calculate dynamic refET is complicated and the data demands exceeds the available.

Process chain

In the Framework, a process chain can be built as a series of calls to xml coded instructions. The process chain calls are under the Hide/Show button below and the remaining parts of the post details each called xml.

Tile to region

In this project the dominating tile system is the MODIS SIN grid dividing the earth in 36 horizontal and 18 vertical tiles.

Tile static monthly refET

Process: tileRegionToModisAncillary

Archive

Archiving is done by creating zip files of each individual layer and saving it in a hierarchical structure identical to the original.

Process: ArchiveModisRegionTiles