Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data

Deep Semantic Segmentation of Center Pivot Irrigation Systems from Remotely Sensed Data

The center pivot irrigation system (CPIS) is a modern irrigation technique widely used in precision agriculture due to its high efficiency in water consumption and low labor compared to traditional irrigation methods. The CPIS is a leader in mechanized irrigation in Brazil, with growth forecast for...

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Bibliographic Details
Main Authors: Anesmar Olino de Albuquerque, Osmar Abílio de Carvalho Júnior, Osmar Luiz Ferreira de Carvalho, Pablo Pozzobon de Bem, Pedro Henrique Guimarães Ferreira, Rebeca dos Santos de Moura, Cristiano Rosa Silva, Roberto Arnaldo Trancoso Gomes, Renato Fontes Guimarães
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Remote Sensing
Subjects:
irrigation
deep learning
U-net
ResUnet
SharpMask
Landsat-8
Online Access:https://www.mdpi.com/2072-4292/12/13/2159

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