Alkiviadis-Marios Koukos

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Publications (14)

• National Tree Species Mapping in Denmark with Machine Learning Using Multi-Temporal Sentinel Data
  2026
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• Space2Ground 2.0: A Multi-Source Dataset and Framework for Agricultural Monitoring through Fusion of Street-Level and Satellite Imagery
  arXiv preprint arXiv:2607.28247 2026
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• Cloud gap-filling with deep learning for improved grassland monitoring
  Computers and Electronics in Agriculture 2025 DOI: 10.1016/j.compag.2024.109732
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• Fast fusion of Sentinel-2 and Sentinel-3 time series over rangelands
  Remote Sensing 2024
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• Towards global crop maps with transfer learning
  IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium 2024
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• Recurrent U-Net based dynamic paddy rice mapping in South Korea with enhanced data compatibility to support agricultural decision making
  GIScience & Remote Sensing 2023 DOI: 10.1080/15481603.2023.2206539
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• Fuzzy clustering for the within-season estimation of cotton phenology
  PLOS ONE 2023 DOI: 10.1371/journal.pone.0282364
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• Evaluating digital agriculture recommendations with causal inference
  Proceedings of the AAAI Conference on Artificial Intelligence 2023
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• Assessing the Added Value of Sentinel-1 PolSAR Data for Crop Classification
  Remote Sensing 2022 DOI: 10.3390/rs14225739
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• Towards global crop maps with transfer learning
  arXiv preprint arXiv:2211.04755 2022
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