Classification Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features (Q6697636)
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Dataset published at Zenodo repository.
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Classification Data set : Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features |
Dataset published at Zenodo repository. |
Statements
Classification data set (train, validation, test) from the study area based on 27 tiles on the south of the France. Data set are provided for each eco-climatic region. The size corresponds to the data set DS-A. Only one random pixel sampling is provided: seed 0. This data set was used to train Gaussian Processes, Random Forest, Multilayer Perceptron and Lightweight Temporal Self-Attention models. For further details see section VI-A-1 of the pre-print article Land Cover Classification with Gaussian Processes using spatio-spectro-temporal features . This article is available here. The implementation of the models is available in the open source repository.
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21 September 2022
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v1
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