Remote Sensing

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
SmartGrain Feasibility Study

Technical feasibility study on using remote sensing for grain crop monitoring and yield estimation.

Jul 1, 2022
Technical and Policy Reports for FASIMO: Remote Sensing Methodology and Irrigated Agriculture in Mozambique

Technical reports analyzing remote sensing methodologies for mapping irrigation and assessing the importance of farmer-led irrigation development in Mozambique.

May 1, 2022
SmartCane Feasibility Study

Technical feasibility study on using remote sensing technologies for sugarcane monitoring and management.

Jun 1, 2021
Space for Time - How Do Peatland Vegetation Patterns Develop through Time?

Master's thesis on peatland vegetation pattern development using space-for-time substitution approaches and remote sensing.

Jul 1, 2018