| Semantically enriched crop type classification and linked earth observation data to support the common agricultural policy monitoring M Rousi, V Sitokonstantinou, G Meditskos, I Papoutsis, I Gialampoukidis, ... IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2020 | 23 | 2020 |
| A scalable machine learning pipeline for paddy rice classification using multi-temporal sentinel data V Sitokonstantinou, A Koukos, T Drivas, C Kontoes, I Papoutsis, ... Remote Sensing 13 (9), 1769, 2021 | 17 | 2021 |
| Scalable distributed random forest classification for paddy rice mapping Asian conference on remote sensing ACRS 2019 V Sitokonstantinou, T Drivas, A Koukos, I Papoutsis, C Kontoes 40th Asian Conference on Remote Sensing, ACRS, 2019 | 10 | 2019 |
| Assessing the added value of Sentinel-1 PolSAR data for crop classification M Ioannidou, A Koukos, V Sitokonstantinou, I Papoutsis, C Kontoes Remote Sensing 14 (22), 5739, 2022 | 9 | 2022 |
| A sentinel based agriculture monitoring scheme for the control of the cap and food security V Sitokonstantinou, A Koutroumpas, T Drivas, A Koukos, V Karathanassi, ... Eighth International Conference on Remote Sensing and Geoinformation of the …, 2020 | 8 | 2020 |
| Datacap: A satellite datacube and crowdsourced street-level images for the monitoring of the common agricultural policy V Sitokonstantinou, A Koukos, T Drivas, C Kontoes, V Karathanassi International Conference on Multimedia Modeling, 473-478, 2022 | 5 | 2022 |
| Evaluating digital agriculture recommendations with causal inference I Tsoumas, G Giannarakis, V Sitokonstantinou, A Koukos, D Loka, ... Proceedings of the AAAI Conference on Artificial Intelligence 37 (12), 14514 …, 2023 | 4 | 2023 |
| Towards Space-to-Ground Data Availability for Agriculture Monitoring G Choumos, A Koukos, V Sitokonstantinou, C Kontoes 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 4 | 2022 |
| A Data Cube of Big Satellite Image Time-Series for Agriculture Monitoring T Drivas, V Sitokonstantinou, I Tsardanidis, A Koukos, C Kontoes, ... 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 4 | 2022 |
| Semi-supervised phenology estimation in cotton parcels with sentinel-2 time-series V Sitokonstantinou, A Koukos, C Kontoes, NS Bartsotas, V Karathanassi 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 8491 …, 2021 | 4 | 2021 |
| Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making HW Jo, E Park, V Sitokonstantinou, J Kim, S Lee, A Koukos, WK Lee GIScience & Remote Sensing 60 (1), 2206539, 2023 | 2 | 2023 |
| Fuzzy clustering for the within-season estimation of cotton phenology V Sitokonstantinou, A Koukos, I Tsoumas, NS Bartsotas, C Kontoes, ... Plos one 18 (3), e0282364, 2023 | 2 | 2023 |
| Towards global crop maps with transfer learning HW Jo, A Koukos, V Sitokonstantinou, WK Lee, C Kontoes arXiv preprint arXiv:2211.04755, 2022 | 2 | 2022 |
| Evaluating digital tools for sustainable agriculture using causal inference I Tsoumas, G Giannarakis, V Sitokonstantinou, A Koukos, D Loka, ... arXiv preprint arXiv:2211.03195, 2022 | 1 | 2022 |
| Cloud gap-filling with deep learning for improved grassland monitoring I Tsardanidis, A Koukos, V Sitokonstantinou, T Drivas, C Kontoes arXiv preprint arXiv:2403.09554, 2024 | | 2024 |
| Deep Learning for Event Detection on Grasslands C Kontoes, I Tsardanidis, V Sitokonstantinou, A Koukos, T Drivas AGU Fall Meeting Abstracts 2021, B42C-07, 2021 | | 2021 |
| Paddyr rice mapping based on multi-temporal sentinel-1 and sentinel-2 data in a high performance data analytics environment AM Koukos | | 2021 |
| A Novel Approach on Smart Farming: Combining Past, Present and Future EO, Climatic and NWP datasets Towards an Integrated Crop Monitoring, Risk-Assessment and Yield Forecasting … NS Bartsotas, V Sitokonstantinou, C Kontoes, A Koukos, A Tsouni, ... AGU Fall Meeting Abstracts 2020, B037-0003, 2020 | | 2020 |
