Machine Learning | Timon Weitkamp | No Worries, Just Maps https://timonweitkamp.me/tags/machine-learning/ Machine Learning Hugo Blox Builder (https://hugoblox.com)en-usFri, 02 Feb 2024 00:00:00 +0000 https://timonweitkamp.me/media/icon_hu11869890484969746898.png Machine Learning https://timonweitkamp.me/tags/machine-learning/ Mapping Diverse and Dispersed Smallholder Irrigation in Sub-Saharan Africa through Remote Sensing https://timonweitkamp.me/publication/phd-thesis-irrigation/ Fri, 02 Feb 2024 00:00:00 +0000 https://timonweitkamp.me/publication/phd-thesis-irrigation/ <p>PhD thesis completed at Wageningen University under the supervision of Prof. Dr. Charlotte de Fraiture, Dr. Ir. Gert Jan Veldwisch, and Dr. Ir. Poolad Karimi.</p> <hr> <object data="/project/uncharted-territory/PhD_TWeitkamp_2024.pdf" type="application/pdf" width="100%" style="height: 80vh; min-height: 600px; border-radius: 8px;"> </object> The Generalisation of Machine Learning Models for Predicting Irrigated Agriculture in Heterogeneous Landscapes: An Examination of Model Transferability in Mozambique https://timonweitkamp.me/publication/model-transferability/ Fri, 01 Dec 2023 00:00:00 +0000 https://timonweitkamp.me/publication/model-transferability/ <p>This manuscript is currently under review.</p> 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 https://timonweitkamp.me/publication/rs-2023-training-data/ Thu, 01 Jun 2023 00:00:00 +0000 https://timonweitkamp.me/publication/rs-2023-training-data/ Mapping Irrigated Agriculture in Fragmented Landscapes of Sub-Saharan Africa: An Examination of Algorithm and Composite Length Effectiveness https://timonweitkamp.me/publication/jag-2023-algorithms/ Mon, 15 May 2023 00:00:00 +0000 https://timonweitkamp.me/publication/jag-2023-algorithms/