Characterization of portuguese sown rainfed grasslands using remote sensing and machine learning

Grasslands are crucial ecosystems that support and provide a diverse number of ecosystem services. Sown biodiverse pastures rich in legumes (SBP) were developed with the main goal of increasing grassland production while minimizing fertilizers inputs. In this paper, the main properties of SBP in Por...

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Detalhes bibliográficos
Autor principal: Morais, Tiago (author)
Outros Autores: Jongen, Marjan (author), Tufik, Camila (author), Rodrigues, Nuno (author), Gama, Ivo (author), Fangueiro, David (author), Serrano, João (author), Vieira, Susana (author), Domingos, Tiago (author), Teixeira, Ricardo (author)
Formato: article
Idioma:eng
Publicado em: 2022
Assuntos:
Sentinel-2
Multiple linear regression
LASSO
Ridge
XGBoost
LightGBM
Random forests
Cross-validation
Texto completo:http://hdl.handle.net/10174/32684
País:Portugal
Oai:oai:dspace.uevora.pt:10174/32684

Texto Completo

http://hdl.handle.net/10174/32684

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