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