Related Experiment Video
Updated: Oct 14, 2025

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
Published on: October 16, 2018
iSDAsoil: The first continent-scale soil property map at 30 m resolution provides a soil information revolution for
Matthew A E Miller1, Keith D Shepherd1,2, Bruce Kisitu1
1Innovative Solutions for Decision Agriculture Ltd (iSDA), Harpenden, United Kingdom.
Abstract:
Open access, high-resolution soil property maps have been created for Africa at 30 m resolution, using machine learning trained on over 100,000 analysed soil samples. Combined with other field-level information, iSDAsoil enables the possibility of site-specific agronomy advisory for smallholder farmers.
Related Concept Videos
The Soil Ecosystem
Topographic Surveying and Contours
Plotting of Topographic Maps
Levels of Use of a GIS
Coordinates and Map Projections
GIS Software, Hardware, and Sources of GIS Data

