Expertises
Earth and Planetary Sciences
- Cerrado
- Cartography
- Time Series
- Biome
- Brazil
- Sentinel-2
- Learning
Computer Science
- Models
Organisaties
Publicaties
2025
Chlorophyll-a and Turbidity estimation using UAV imagery and machine learning in a tropical eutrophic reservoir (2025)In ISPRS ICWG II/Ia, ICWG I/IV UAV-g 2025 Uncrewed Aerial Vehicles in Geomatics (pp. 263-268) (The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. Salim, D. H. C., Mello, C. C. S., Pereira, G., Maretto, R. V., Machado, F. S. & Amorim, C. C.https://doi.org/10.5194/isprs-archives-XLVIII-2-W11-2025-263-2025Mapping Deprived Urban Areas with an Optimized Loss-weight Feature-guided Deep Learning Model (2025)In 2025 Joint Urban Remote Sensing Event (JURSE) (pp. 1-4) (Proceedings Joint Urban Remote Sensing Event (JURSE); Vol. 2025). IEEE. Filho, P. S., Tareke, B., Persello, C., Maretto, R. V., Machado, R., Kuffer, M., Abascal, A. & Wang, J.https://doi.org/10.1109/JURSE60372.2025.11075980Innovative data solutions for inclusive cities: The IDEAtlas User Portal (2025)In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: 44th EARSeL Symposium (pp. 237-243) (International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences). Copernicus. Tareke, B., Silva Filho, P., Persello, C., Kuffer, M., Maretto, R. V., Wang, J., Abascal, A., Pillai, P., Singh, B., D'Attoli, J. M., Kabaria, C., Pedrassoli, J., Brito, P., Elias, P., Villaseñor, E. A., Ramírez Santiago, A., Mulyana, W., Pratomo, J., Leska, R., … Thomson, D. R.https://doi.org/10.5194/isprs-archives-XLVIII-M-7-2025-237-2025Satellite-Based energy balance for estimating actual sugarcane evapotranspiration in the Ethiopian Rift Valley (2025)ISPRS journal of photogrammetry and remote sensing, 223, 109-130. Woldemariam, G. W., Awoke, B. G. & Maretto, R. V.https://doi.org/10.1016/j.isprsjprs.2025.03.003
2024
Mapping the Brazilian savanna’s natural vegetation: A SAR-optical uncertainty-aware deep learning approach (2024)ISPRS journal of photogrammetry and remote sensing, 218(Part A), 405-421. Filho, P. S., Persello, C., Maretto, R. & Machado, R.https://doi.org/10.1016/j.isprsjprs.2024.09.019Uncontrolled illegal mining and Garimpo in the Brazilian Amazon (2024)Nature communications, 15(1). Article 9847. Cortinhas Ferreira Neto, L., Diniz, C. G., Maretto, R. V., Persello, C., Silva Pinheiro, M. L., Castro, M. C., Sadeck, L. W. R., Filho, A. F., Cansado, J., Souza, A. A. d. A., Feitosa, J. P., Santos, D. C., Adami, M., Souza-Filho, P. W. M., Stein, A., Biehl, A. & Klautau, A.https://doi.org/10.1038/s41467-024-54220-2Gathering, structuring, and analyzing the space-related educational programs and their courses at the Bachelor, Master, Phd, and continuous education levels. (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 3732-3735) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. Belgiu, M., Al Asmar, Y., Vargas Maretto, R., La, H., Ronzhin, S., Thiemann, H., Kerkezian, S., Kolehmainen, M., Bodenan, J. D., Stupar, D., Peter, N., Petrakis, G., Maddock, C. & Detsis, E.https://doi.org/10.1109/IGARSS53475.2024.10640886Selective Logging Detection Via Time-Series Satellite Images (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 10399-10403) (IEEE International Geoscience and Remote Sensing Symposium (IGARSS); Vol. 2024). IEEE. Huang, X., Maretto, R. V., Fonseca, L. M. G. & Stein, A.https://doi.org/10.1109/IGARSS53475.2024.10641881Remote sensing vegetation Indices-Driven models for sugarcane evapotranspiration estimation in the semiarid Ethiopian Rift Valley (2024)ISPRS journal of photogrammetry and remote sensing, 215, 136-156. Woldemariam, G. W., Awoke, B. G. & Maretto, R. V.https://doi.org/10.1016/j.isprsjprs.2024.07.004Feature-guided deep learning model for mapping deprived areas (2024)In 2024 International Conference on Machine Intelligence for GeoAnalytics and Remote Sensing, MIGARS 2024. IEEE. Filho, P. S., Tareke, B., Persello, C., Kuffer, M., Maretto, R. V., Abascal, A., Wang, J. & MacHado, R.https://doi.org/10.1109/MIGARS61408.2024.10544988
Onderzoeksprofielen
Verbonden aan opleidingen
Vakken collegejaar 2025/2026
Vakken in het huidig collegejaar worden toegevoegd op het moment dat zij definitief zijn in het Osiris systeem. Daarom kan het zijn dat de lijst nog niet compleet is voor het gehele collegejaar.
Vakken collegejaar 2024/2025
Adres
Universiteit Twente
Langezijds (gebouwnr. 19), kamer 1320
Hallenweg 8
7522 NH Enschede
Universiteit Twente
Langezijds 1320
Postbus 217
7500 AE Enschede
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