Predicting Future Land Use Utilizing Economic and Land Surface Parameters with ANN and Markov Chain Models

Predicting Future Land Use Utilizing Economic and Land Surface Parameters with ANN and Markov Chain Models

The main aim of this study is to comprehensively analyze the dynamics of land use and land cover (LULC) changes in the Bathinda region of Punjab, India, encompassing historical, current, and future trends. To forecast future LULC, the Cellular Automaton–Markov Chain (CA) based on artificial neural n...

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Bibliographic Details
Main Authors: Ankush Rani, Saurabh Kumar Gupta, Suraj Kumar Singh, Gowhar Meraj, Pankaj Kumar, Shruti Kanga, Bojan Đurin, Dragana Dogančić
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Earth
Subjects:
land use
land cover
sustainable development
CA–Markov model
kappa coefficient
future forecasting
Online Access:https://www.mdpi.com/2673-4834/4/3/39

Internet

https://www.mdpi.com/2673-4834/4/3/39

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