The Detection of Past and Future Land Use and Land Cover Change in Ugam Chatkal National Park, Uzbekistan, Using CA-Markov and Random Forest Machine Learning Algorithms

The Detection of Past and Future Land Use and Land Cover Change in Ugam Chatkal National Park, Uzbekistan, Using CA-Markov and Random Forest Machine Learning Algorithms

This comprehensive study investigates land use and land cover (LULC) changes in Ugam Chatkal Na-tional Park, Uzbekistan, over a 30-year period from 1993 to 2022 with Landsat satellite images. Utili-zing advanced CA-Markov and Random Forest machine learning algorithms, it meticulously analyzes histor...

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Bibliographic Details
Main Authors: Bokhir Alikhanov, Bakhtiyor Pulatov, Luqmon Samiev
Format: Article
Language:English
Published: Universitas Muhammadiyah Surakarta 2024-05-01
Series:Forum Geografi
Subjects:
lulc
ca-markov
uzbekistan
random forest
Online Access:https://journals2.ums.ac.id/index.php/fg/article/view/4221
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