Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network

Marine aquaculture mapping using GF-1 WFV satellite images and full resolution cascade convolutional neural network

Growing demand for seafood and reduced fishery harvests have raised intensive farming of marine aquaculture in coastal regions, which may cause severe coastal water problems without adequate environmental management. Effective mapping of mariculture areas is essential for the protection of coastal e...

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Bibliographic Details
Main Authors: Yongyong Fu, Shucheng You, Shujuan Zhang, Kun Cao, Jianhua Zhang, Ping Wang, Xu Bi, Feng Gao, Fangzhou Li
Format: Article
Language:English
Published: Taylor & Francis Group 2022-12-01
Series:International Journal of Digital Earth
Subjects:
mariculture areas
gaofen-1 wide-field-of-view images
fully convolutional neural networks
deep learning
Online Access:http://dx.doi.org/10.1080/17538947.2022.2133184

Internet

http://dx.doi.org/10.1080/17538947.2022.2133184

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