Resources

J. Jakubik, F. Yang, B. Blumenstiel, E. Scheurer, R. Sedona, S. Maurogiovanni, J. Bosmans, N. Dionelis, V. Marsocci, N. Kopp, R.Ramachandran, P. Fraccaro, T. Brunschwiler, G.Cavallaro, J. Bernabe-Moreno, N. Longépé, "TerraMind: Large-Scale Generative Multimodality for Earth Observation", in arXiv:2504.11171, 2025, https://arxiv.org/abs/2504.11171

B. Blumenstiel, P. Fraccaro, V. Marsocci, J. Jakubik, S. Maurogiovanni, M. Czerkawski, R. Sedona, G.Cavallaro, T. Brunschwiler, J. Bernabe-Moreno, N. Longépé, "TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data" in arXiv:2504.11172, 2025, https://arxiv.org/abs/2504.11172

J. Sadel, L. Tulczyjew, A. M. Wijata, M. Przeliorz and J. Nalepa, "Monitoring Forest Changes With Foundation Models and Sentinel-2 Time Series," in IEEE Geoscience and Remote Sensing Letters, vol. 22, pp. 1-5, no. 5001105, 2025, http://doi.org/10.1109/LGRS.2025.3556601

C. T. Marimo, B. Blumenstiel, M. Nitsche, J. Jakubik, T. Brunschwiler, "Beyond the Visible: Multispectral Vision-Language Learning for Earth Observation", in arXiv:2503.15969, 2025, https://doi.org/10.48550/arXiv.2503.15969

J. Nalepa, L. Tulczyjew, B. Le Saux, et al., "Estimating Soil Parameters From Hyperspectral Images: A Benchmark Dataset and the Outcome of the HYPERVIEW Challenge," in IEEE Geoscience and Remote Sensing Magazine, pp. 2-30, 2024, https://doi.org/10.1109/MGRS.2024.3394040

‍

‍