Open EO Usecase - Landcover Classification

Vito Provider

Plan

1. Preprocess Sentinel-2 data in openEO

   • [ ] Time Series 2018
   • [ ] Cloud Mask with SCL Band
   • [ ] Median Composit
   • [ ] 60m Bands raus
   • [ ] 20m Bands to 10m resampling
   • [ ] NDVI, EVI
   • [ ] Download

2. Import LUCAS Data into openEO

   • [ ] Reduce LUCAS data to relevant area (Germany)
   • [ ] Possible to Upload Own Data?
   • [ ] Which Format should the data be?
   • [ ] Probably GeoJSON

3. Extract Training data a. train model locally b. train model in openEO

4. Predict in openEO

As inspiration: Venter et al. 2021 They did exactly this but with Google Earth Engine

https://github.com/NINAnor/ELC10

SCL Classification Overview

source