A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme

A Synergic Use of Sentinel-1 and Sentinel-2 Imagery for Complex Wetland Classification Using Generative Adversarial Network (GAN) Scheme

Due to anthropogenic activities and climate change, many natural ecosystems, especially wetlands, are lost or changing at a rapid pace. For the last decade, there has been increasing attention towards developing new tools and methods for the mapping and classification of wetlands using remote sensin...

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Bibliographic Details
Main Authors: Ali Jamali, Masoud Mahdianpari, Fariba Mohammadimanesh, Brian Brisco, Bahram Salehi
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Water
Subjects:
wetland classification
machine learning
CNN
Deep Convolutional Neural Network
Generative Adversarial Network
Online Access:https://www.mdpi.com/2073-4441/13/24/3601

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