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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, I.P.; 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 Sens. 2020, 12, doi: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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