LPS2022 legacy
LPS2022 version (#23) new functionalities consists of:
- Downloading Sentinel 2 data (sub-package Download)
- Sentinel 2 preprocessing procedures (Reading time-series, clipping, cloud-masking, vegetation index extraction)
- Crop-delineation_unet sub-package and methods (Pretrained network).
- 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