Publications and deliverables

Celik, M.F., Maurogiovanni, S., Sedona, R., Cavallaro, G., Marsocci, V., Cartuyvels, R., Yordanov, M., van der Velde, M., Paris, C., 2026. A Pan-European Multimodal Dataset Linking Field Photos with Satellite Image Time Series for Agricultural Mapping. Under review.
Link   arXiv   Code  

Paris, C., Celik, M.F., Maurogiovanni, S., Tsang, G., Marsocci, V., Cartuyvels, R., Cavallaro, Sedona, R., 2026. Multimodal Crop Type Classification with Geospatial Foundation Models and Geo-tagged Field Photos. Under submission.
Link   arXiv   Code  

Paris, C., Celik, M.F., Maurogiovanni, S., Sedona, R., Cavallaro, G., Cartuyvels, R., Marsocci, V., 2026. From Satellite Data and Geo-Tagged Field Photos to Reliable Agricultural Reference Data. Proceedings of IGARSS 2026.
Link   arXiv   Code  

Maurogiovanni, S., Sedona, R., Celik, M.F., Cavallaro, G., Paris, C., 2026. Combining VLM and Geo-Tagged Field Photos for Scalable Agricultural Reference Data. Proceedings of IGARSS 2026.
Link   arXiv   Code