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LPS2022 legacy

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@alekfal alekfal released this 07 Dec 14:59
· 187 commits to main since this release

LPS2022 version (#23) new functionalities consists of:

  1. Downloading Sentinel 2 data (sub-package Download)
  2. Sentinel 2 preprocessing procedures (Reading time-series, clipping, cloud-masking, vegetation index extraction)
  3. Crop-delineation_unet sub-package and methods (Pretrained network).
  4. Crop_delineation sub-package and methods (Based on Roy, 2014):
    • Crop field delineation
    • Selection of flooded crop fields
    • Crop field classification (Cultivated, non cultivated)

Read more at:
Gounari 0., Falagas A., Karamvasis K., Tsironis V., Karathanassi V., Karantzalos K.: Floodwater Mapping & Extraction of Flood-Affected Agricultural Fields. Living Planet Symposium Bonn 23-27 May 2022. https://drive.google.com/file/d/1HiGkep3wx45gAQT6Kq34CdECMpQc8GUV/view?usp=sharing