Research Library

Publications & Research

Our research spans irrigation mapping, water resources, farmer participation, and sustainable agriculture across data-scarce regions in sub-Saharan Africa. These publications are the evidence base behind our methods.

Smallholder Irrigation Mapping & Development

Using satellite data and machine learning to identify and monitor farmer-led irrigation in data-scarce African contexts.

Peer-Reviewed2023

Evaluating the effect of training data size and composition on the accuracy of smallholder irrigated agriculture mapping in Mozambique

Weitkamp, Timon and Karimi, Poolad (2023). Remote Sensing, 15(12), 3017.

Abstract Summary This study evaluates how training data size and composition impact the accuracy of machine learning algorithms for mapping smallholder irrigated agriculture in Mozambique using remote sensing.
Peer-Reviewed2023

Mapping irrigated agriculture in fragmented landscapes of sub-Saharan Africa: An examination of algorithm and composite length effectiveness

Weitkamp, Timon and Veldwisch, Gert Jan and Karimi, Poolad and de Fraiture, Charlotte (2023). International Journal of Applied Earth Observation and Geoinformation, 122, 103418.

Abstract Summary This research examines the effectiveness of different algorithms and composite lengths for mapping irrigated agriculture in the fragmented landscapes typical of sub-Saharan Africa.
PhD Thesis2024

Uncharted territory: mapping diverse and dispersed smallholder irrigation in sub-Saharan Africa through remote sensing

Weitkamp, Timon Karel Bernard (2024). Wageningen University and Research.

Abstract Summary This doctoral thesis develops innovative remote sensing methodologies for mapping diverse and dispersed smallholder irrigation systems across sub-Saharan Africa.

Water Resources & Lake-Floodplain Systems

Combining multi-source satellite remote sensing with hydrological modeling to understand water dynamics in tropical lake-floodplain systems.

Peer-Reviewed2024

Estimation of water storage changes in a tropical lake-floodplain system through remote sensing

de Klein, Thijs and Bense, Victor and Mustafa, Syed (2024). Journal of Hydrology: Regional Studies, 57, 102173.

Abstract Summary This research develops remote sensing methods to estimate water storage changes in tropical lake-floodplain systems critical for agriculture and fisheries.
Peer-Reviewed2014

Baseflow prediction in a data-scarce catchment with Inselberg topography, Central Mozambique

Weemstra, H.; Oord, A.L.; de Boer, F.S.; Beekman, P.W. (2014). Physics and Chemistry of the Earth, 76-78, 16-27.

Abstract Summary This hydrological study develops baseflow prediction methods for data-scarce environments with challenging inselberg topography in central Mozambique.

Farmer-Led Development & Participatory Approaches

Placing farmer agency and local knowledge at the center of development research and practice.

Peer-Reviewed2016

Supporting Farmer-Led Irrigation in Mozambique: Reflections on Field-Testing a New Design Approach

Wouter Beekman, Gert Jan Veldwisch (2016). Sustainability, 8(6), 580.

Abstract Summary Presents participatory design methodology (PIAD) that keeps farmers central to decision-making. Documents three-phase iterative design process (problem identification, conceptual design, construction & redesign).

Gender Dynamics in Agriculture

Gender is not simply a policy concern—it shapes who participates in irrigation, how labor is organized, and who benefits from development.

Peer-Reviewed2023

The 'Farmer Lens': A Gender Blinder? Considering Farmer Diversity in Research and Policy on African Farmer-led Irrigation Development

Liebrand, J., Veldwisch, G. J., de Santos Herranz, V., Schepers, N., & Beekman, W. (2023). International Journal of the Commons, 17(1), 431-446.

Abstract Summary This article critically examines how the "farmer lens" framework may inadvertently obscure gender differences and other forms of farmer diversity in African irrigation contexts.

Land & Water Rights / Land Grabbing Resistance

Smallholder communities face ongoing threats of land appropriation for large-scale agricultural and conservation investments.

Peer-Reviewed2012

The evolution of the land struggle for smallholder irrigated rice production in Nante, Mozambique

Beekman, P.W.; Veldwisch, G.J.A. (2012). Physics and Chemistry of the Earth, 50-52, 179-184.

Abstract Summary This article traces the historical evolution of land conflicts and negotiations among smallholder rice farmers in Nante, Mozambique.

Agricultural Value Chains & Sustainability

As global sustainability standards reshape agricultural trade, smallholders must navigate new value chain requirements.

Published2024

Tracing sustainability: A study of agricultural traceability options for compliance with the European Union Deforestation Regulation

Naranjo, María A. and Ciravegna, Elisa and Ingram, Verina and Cocchini, Susanna and Herrera, Natalia and Weitkamp, Timon (2025). Wageningen Social & Economic Research.

Abstract Summary This study analyzes traceability options for Colombian coffee and palm oil value chains to comply with EU Deforestation Regulation requirements.
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Saterra Labs

A specialised unit within Resilience BV providing geospatial and hydrological expertise to support sustainable landscape management and development programmes in sub-Saharan Africa. We use data and models combined with our knowledge of the local context to build actionable data-driven advice.

Our Expertise

  • Remote sensing & GIS analysis
  • Hydrological assessment & modelling
  • Irrigation development
  • Environmental monitoring
  • Geospatial analysis in data-scarce regions

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