Expertise
Earth and Planetary Sciences
- Sentinel-2
- Time Series
- Forest Dynamics
- Republic of South Africa
- Vegetation Index
- Water Stress
- Machine Learning
- Chlorophyll
Organisations
Publications
2026
Data archive for the research 'Large-scale monitoring of soybean cultivation dynamics in smallholder-inclusive regions' (2026)[Dataset Types › Dataset]. Areda (University of Twente). Huang, X., Nelson, A. D., Vrieling, A. & Dou, Y.National 10-m soybean maps for South Africa from 2018 to 2025 (2026)Scientific Data, 13. Article 963. Huang, X., Vrieling, A., Dou, Y., Muthoni, F., Nyamugama, A., Adeyemi, A., Newby, T. & Nelson, A. D.https://doi.org/10.1038/s41597-026-07295-z
2025
SoySA10: National 10-m soybean maps for South Africa from 2018 to 2025 (2025)[Dataset Types › Dataset]. Zenodo. Huang, X., Vrieling, A., Dou, Y., Muthoni, F., Nyamugama, A., Adeyemi, A., Newby, T. & Nelson, A.https://doi.org/10.5281/zenodo.17569053Divergent crop mapping accuracies across different field types in smallholder farming regions (2025)International Journal of Applied Earth Observation and Geoinformation (JAG), 139. Article 104559. Huang, X., Vrieling, A., Dou, Y., Li, X. & Nelson, A.https://doi.org/10.1016/j.jag.2025.104559
2024
A robust method for mapping soybean by phenological aligning of Sentinel-2 time series (2024)ISPRS journal of photogrammetry and remote sensing, 218(part B), 1-18. Huang, X., Vrieling, A., Dou, Y., Belgiu, M. & Nelson, A.https://doi.org/10.1016/j.isprsjprs.2024.10.015
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