Published September 14, 2022 | Version v1
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Land cover maps: Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features

  • 1. CESBIO (CNES/CNRS/UPS/IRD/INRAe)

Description

Land cover maps obtained with Gaussian Processes, Random Forest, Multilayer Perceptron and Lightweight Temporal Self-Attention models for the year 2018 with Sentinel-2 acquisitions.

For further details see section VII-A-2 (Results-Performance results in the Southfrance area-Qualitative results) of the article "Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features ". This article is available here.

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land_cover_maps_2018.zip

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Related works

Is supplemented by
hal-03781332 (hal)