Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region

Classification of Crops, Pastures, and Tree Plantations along the Season with Multi-Sensor Image Time Series in a Subtropical Agricultural Region

Timely and efficient land-cover mapping is of high interest, especially in agricultural landscapes. Classification based on satellite images over the season, while important for cropland monitoring, remains challenging in subtropical agricultural areas due to the high diversity of management systems...

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Bibliographic Details
Main Authors: Cecília Lira Melo de Oliveira Santos, Rubens Augusto Camargo Lamparelli, Gleyce Kelly Dantas Araújo Figueiredo, Stéphane Dupuy, Julie Boury, Ana Cláudia dos Santos Luciano, Ricardo da Silva Torres, Guerric le Maire
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Remote Sensing
Subjects:
land-cover
time-series analysis
random forest
OBIA
segmentation
decision tree
Landsat 7
Landsat 8
Sentinel-1
Online Access:https://www.mdpi.com/2072-4292/11/3/334

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