Africa

Mapping Diverse and Dispersed Smallholder Irrigation in Sub-Saharan Africa through Remote Sensing

PhD thesis examining methodologies for mapping smallholder irrigated agriculture in sub-Saharan Africa through remote sensing.

Feb 2, 2024
Towards Transparent Reporting in Remote Sensing-based Mapping of Irrigated Agriculture in Sub-Saharan Africa: Development of a Reporting Framework

This study develops a framework for transparent reporting in remote sensing-based mapping of irrigated agriculture in sub-Saharan Africa.

Dec 1, 2023
The Generalisation of Machine Learning Models for Predicting Irrigated Agriculture in Heterogeneous Landscapes: An Examination of Model Transferability in Mozambique

This study examines the transferability of machine learning models for mapping irrigated agriculture between different regions in Mozambique.

Dec 1, 2023
Evaluating the Effect of Training Data Size and Composition on the Accuracy of Smallholder Irrigated Agriculture Mapping in Mozambique Using Remote Sensing and Machine Learning Algorithms

This study evaluates how training data characteristics affect machine learning accuracy in mapping smallholder irrigated agriculture in Mozambique.

Jun 1, 2023
Mapping Irrigated Agriculture in Fragmented Landscapes of Sub-Saharan Africa: An Examination of Algorithm and Composite Length Effectiveness

This study evaluates machine learning algorithms and temporal composite lengths for mapping irrigated agriculture in heterogeneous African landscapes.

May 15, 2023