Assessing past, present, and simulated future prediction of land use land cover changes using CA-Markov chain models with Satellite data

Land use land cover changes (LULCC) have gained significant attention during the last few decades. This study aimed to evaluate LULCC in the Gujranwala district from 1998 to 2022 and future prediction of LULCC for the years 2035 and 2048 using the cellular automata (CA) and Markov model. Machine lea...

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Auteurs principaux:	Sajjad Hussain, Saeed Ahmad Qaisrani, Aqil Tariq, Muhammad Mubeen, Sajid Ullah
Format:	Artigo
Langue:	Inglês
Publié:	Elsevier 2025-06-01
Collection:	Results in Engineering
Sujets:	LULC changes CA-Markov Prediction Remote sensing GIS
Accès en ligne:	http://www.sciencedirect.com/science/article/pii/S259012302501655X
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