Publications

My research publications focus on remote sensing applications for mapping irrigated agriculture, particularly in sub-Saharan Africa. These works contribute to understanding smallholder farming systems and improving agricultural monitoring through advanced satellite image analysis.

E. Ciravegna, V.J. Ingram, M.A. Naranjo, S. Cocchini, N. Herrera, T.K.B. Weitkamp (2024). Palm Oil Sector in Colombia. WUR Report.
E. Ciravegna, V.J. Ingram, M.A. Naranjo, S. Cocchini, N. Herrera, T.K.B. Weitkamp (2024). Coffee Sector in Colombia. WUR Report.
T. Weitkamp (2024). Mapping Diverse and Dispersed Smallholder Irrigation in Sub-Saharan Africa through Remote Sensing. PhD Thesis.
PDF Thesis Repository
T. Weitkamp, G.J. Veldwisch, P. Karimi, C. De Fraiture (2023). Towards Transparent Reporting in Remote Sensing-based Mapping of Irrigated Agriculture in Sub-Saharan Africa: Development of a Reporting Framework. Under Review.
T. Weitkamp, P. Karimi (2023). The Generalisation of Machine Learning Models for Predicting Irrigated Agriculture in Heterogeneous Landscapes: An Examination of Model Transferability in Mozambique. Under Review.
E. Ciravegna, V.J. Ingram, M.A. Naranjo Barrantes, S. Cocchini, N. Herrera, T.K.B. Weitkamp (2023). Coffee Sector in Colombia. WUR Report.
E. Ciravegna, V.J. Ingram, M.A. Naranjo Barrantes, S. Cocchini, N. Herrera, T.K.B. Weitkamp (2023). Palm Oil Sector in Colombia. WUR Report.
T. Weitkamp, P. Karimi (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. Remote Sens..
PDF DOI Article Link
T. Weitkamp, G.J. Veldwisch, P. Karimi, C. De Fraiture (2023). Mapping Irrigated Agriculture in Fragmented Landscapes of Sub-Saharan Africa: An Examination of Algorithm and Composite Length Effectiveness. Int J Appl Earth Obs Geoinf.
DOI Article Link
T. Weitkamp (2022). SmartGrain Feasibility Study. Tech Report.