Multilayer perceptron and Markov Chain analysis based hybrid-approach for predicting land use land cover change dynamics with Sentinel-2 imagery

Multilayer perceptron and Markov Chain analysis based hybrid-approach for predicting land use land cover change dynamics with Sentinel-2 imagery

As urbanization accelerates, the degree of human impact on land use is increasing. land use land cover change (LULC) is acknowledged as crucial factor in environmental change. The best way to understand historical land use patterns, changes, drivers, and developments is through a rigorous assessment...

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Bibliographic Details
Main Authors: Hasnain Abbas, Wang Tao, Garee Khan, Abdulwahed Fahad Alrefaei, Javed Iqbal, Mohammed Fahad Albeshr, Isma Kulsoom
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:Geocarto International
Subjects:
land use land cover
future prediction
multilayer perceptron
markov chain analysis
sentinel 2
Online Access:http://dx.doi.org/10.1080/10106049.2023.2256297

Internet

http://dx.doi.org/10.1080/10106049.2023.2256297

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