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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Bibliographic Details
Main Author: Morais, Tiago (author)
Other Authors: 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)
Format: article
Language:eng
Published: 2022
Subjects:
Sentinel-2
Multiple linear regression
LASSO
Ridge
XGBoost
LightGBM
Random forests
Cross-validation
Online Access:http://hdl.handle.net/10174/32684
Country:Portugal
Oai:oai:dspace.uevora.pt:10174/32684

Internet

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

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