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GEE code for national-scale land cover classification using Sentinel imagery

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LIFE-IP 4 NATURA

Google Earth Engine (GEE) code for national-scale land cover classification in the scope of the LIFE-IP 4 NATURA project

More about the LIFE-IP_4_NATURA project at: https://edozoume.gr/

More information can be found at the respective published paper at: https://doi.org/10.3390/rs12203303

Citation

Verde N, Kokkoris IP, Georgiadis C, Kaimaris D, Dimopoulos P, Mitsopoulos I, Mallinis G. National scale land cover classification for ecosystem services mapping and assessment, using multitemporal copernicus EO data and google earth engine. Remote Sensing. 2020 Oct 11;12(20):3303. https://doi.org/10.3390/rs12203303

General info

This repository contains all GEE javascript code developed for the published paper. Run the code through the GEE platform at https://code.earthengine.google.com/ Run the code step by step and according to the instructions included in each script (7 steps in total).

  • step 1: Object creation
  • step 2: Sample point generation
  • step 3: Temporal composites creation
  • step 4: Feature creation
  • step 5: Sampling
  • step 6: RF training
  • step 7: Classification

General workflow

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GEE code for national-scale land cover classification using Sentinel imagery

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