Introduction

Welcome to the EvoLand code repository, the project is funded by Horizon Europe under grant nr: 101082130

Please choose between the following methods and prototypes:

Methods:

• T2.1 Novel EO data integration;
• T2.2 Novel in-situ and training data;
• T2.3 Novel infrastructure and data access;
• T2.4 Weakly supervised learning;
  • T2.4.1 Self supervised learning;
  • T2.4.2 Generic embeddings;
• T2.5 Improved spatial/temporal/spectral resolution;
• T2.6 Continuous monitoring
  • T2.6.1 Change detection - time series modelling;
  • T2.6.2 Change detectin - AI methods;
  • T2.6.3 Continuous mapping of LSC;
• T2.6 Biomass mapping;
  • T2.7.1 Forest biomass;
  • T2.7.2 Grassland/cropland GPP biomass mapping;

Prototypes:

Forest:

• C01 Continuous forest monitoring;
• C02 Forest disturbance mapping;
• C03 Forest biomass mapping;

Agriculture:

• C04 Cover crop type mapping;
• C05 Cropland/grassland GPP monitoring;
• C06 Small landscape features mapping;

Water:

• C07 Improved water bodies mapping;

Urban:

• C08 Continuous imperviousness monitoring;
• C09 Automated land use mapping of urban dynamics;

General land cover:

• C10 Continuous mapping of land surface characteristics;
• C11 On-demand land cover mapping