| Timesen2crop: A million labeled samples dataset of sentinel 2 image time series for crop-type classification G Weikmann, C Paris, L Bruzzone IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 39 | 2021 |
| Monitoring of agricultural areas by using Sentinel 2 image time series and deep learning techniques C Paris, G Weikmann, L Bruzzone Image and Signal Processing for Remote Sensing XXVI 11533, 122-131, 2020 | 18 | 2020 |
| ExtremeEarth meets satellite data from space DH Hagos, T Kakantousis, V Vlassov, S Sheikholeslami, T Wang, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 14 | 2021 |
| Crop water availability mapping in the Danube basin based on deep learning, hydrological and crop growth modelling S Migdall, S Dotzler, E Gleisberg, F Appel, M Muerth, H Bach, ... Engineering Proceedings 9 (1), 42, 2022 | 5 | 2022 |
| Artificial Intelligence and big data technologies for Copernicus data: The EXTREMEEARTH project M Koubarakis, G Stamoulis, D Bilidas, T Ioannidis, G George Mandilaras, ... EUR, 2021 | 5 | 2021 |
| Multi-year crop type mapping using pre-trained deep long-short term memory and Sentinel 2 image time series G Weikmann, C Paris, L Bruzzone Image and Signal Processing for Remote Sensing XXVII 11862, 171-181, 2021 | 4 | 2021 |
| Water stress assessment in Austria based on deep learning and crop growth modelling S Migdall, S Dotzler, C Miesgang, F Appel, M Muerth, H Bach, ... Conference on Big Data from Space, BiDS 2021: From Insights to Foresight, 69-72, 2021 | 3 | 2021 |
| ExtremeEarth: Managing water availability for crops using Earth observation and machine learning F Appel, H Bach, S Migdall, M Koubarakis, G Stamoulis, D Bilidas, ... 26th International Conference on Extending Database Technology, EDBT 2023 …, 2023 | 1 | 2023 |
| A class-driven hierarchical ResNet for classification of multispectral remote sensing images G Weikmann, G Perantoni, L Bruzzone Image and Signal Processing for Remote Sensing XXIX 12733, 83-93, 2023 | | 2023 |
| Bridging the European Earth-Observation and AI Communities for Data-Intensive Innovation A Troumpoukis, I Klampanos, DA Pantazi, E Tsalapati, M Albughdadi, ... 2023 IEEE Ninth International Conference on Big Data Computing Service and …, 2023 | | 2023 |
| Multi-Year Mapping of Water Demand at Crop Level: An End-to-End Workflow based on High-Resolution Crop Type Maps and Meteorological Data G Weikmann, D Marinelli, C Paris, S Migdall, E Gleisberg, F Appel, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023 | | 2023 |
| D4. 3: Machine learning models for EO L Bruzzone, G Weikmann, M Alexe, DH TAS, O Barrilero Nature 30, 06, 2022 | | 2022 |
| H2020-825258 Deliverable D2. 4 Evaluation report on Food Security use case output products D Marinelli, G Weikmann, C Paris, L Bruzzone Evaluation 2, 4, 0 | | |
