Expertises
Agricultural and Biological Sciences
- Annuals
- Crops
Earth and Planetary Sciences
- Comparative Analysis
- Crop Yield
- Explainable Artificial Intelligence
- MODIS
- Sentinel-2
- Europe
Organisaties
Publicaties
2025
Expert-driven explainable artificial intelligence models can detect multiple climate hazards relevant for agriculture (2025)Communications Earth & Environment, 6(1) (E-pub ahead of print/First online). Hrast Essenfelder, A., Toreti, A. & Seguini, L.https://doi.org/10.1038/s43247-024-01987-3From MODIS to Sentinel-2: A regional comparative analysis of crop-yield prediction with matched spatiotemporal data (2025)IEEE Journal of selected topics in applied earth observations and remote sensing, 18, 27663-27683. Article 21. Adriko, K., Sedona, R., Seguini, L., Riedel, M., Cavallaro, G. & Paris, C.https://doi.org/10.1109/JSTARS.2025.3624046
2024
Annual winter crop distribution from MODIS NDVI timeseries to improve yield forecasts for Europe (2024)International Journal of Applied Earth Observation and Geoinformation (JAG), 130. Article 103898. Seguini, L., Vrieling, A., Meroni, M. & Nelson, A.https://doi.org/10.1016/j.jag.2024.103898
2021
Comparing land surface phenology of major European crops as derived from SAR and multispectral data of Sentinel-1 and -2 (2021)Remote sensing of environment, 253, 1-20. Article 112232. Meroni, M., d'Andrimont, R., Vrieling, A., Dominique, F., Guido, L., Rembold, F., Seguini, L. & Astrid, V.https://doi.org/10.1016/j.rse.2020.112232
Onderzoeksprofielen
Adres
Universiteit Twente
Langezijds
Postbus 217
7500 AE Enschede
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