Advanced CMD predictor screening approach coupled with cellular automata-artificial neural network algorithm for efficient land use-land cover change prediction

Panda, Kanhu Charan; Singh, Ram Mandir; Singh, Sudhir Kumar

doi:10.1016/j.jclepro.2024.141822

Journal of Cleaner Production

2024

DOI: 10.1016/j.jclepro.2024.141822

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Advanced CMD predictor screening approach coupled with cellular automata-artificial neural network algorithm for efficient land use-land cover change prediction

Kanhu Charan Panda,

Ram Mandir Singh,

Sudhir Kumar Singh

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2024

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Cited by 4 publications

References 89 publications

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Ecological effects of land use and land cover changes on lakes in urban environments

Krishnan,

Shanthi Priya,

Senthil

2024

Sustainable Development

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Urban lakes confront significant threats due to changes in land use and land cover (LULC) resulting from urbanization and subsequent climate change. This review discusses the intricate effects of the urban heat island phenomenon on lakes, specifically attributed to LULC changes. Utilizing the Scopus and Web of Science databases, this study gathers the most pertinent earlier research in the LULC and water bodies. This study systematically categorizes variables into five distinct groups and scrutinizes the drivers, parameters, tools, and management strategies influencing the LULC dynamics on lakes. A research gap is identified in understanding the conjoined impacts of LULC and urban heat island effects within urban lake environments. The review further investigates diverse ways in which LULC impacts lakes, intersecting with multiple United Nations sustainable development goals (SDGs), notably SDGs 6, 11, 13, and 15. Consequently, this review serves as a valuable contribution to the understanding of LULC to provide substantial benefits to the urban climate research toward meeting SDGs.

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Ecological effects of land use and land cover changes on lakes in urban environments

Krishnan,

Shanthi Priya,

Senthil

2024

Sustainable Development

View full text Add to dashboard Cite

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Examining the impact of land use and land cover changes on land surface temperature in Herat city using machine learning algorithms

Ullah,

Khan,

Qiao

2024

GeoJournal

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A Comprehensive Approach Towards Enhancing Land Use Land Cover Classification Through Machine Learning and Object-Based Image Analysis

Behera,

Pujar,

Kumar

et al. 2024

J Indian Soc Remote Sens

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Advanced CMD predictor screening approach coupled with cellular automata-artificial neural network algorithm for efficient land use-land cover change prediction

Cited by 4 publications

References 89 publications

Ecological effects of land use and land cover changes on lakes in urban environments

Ecological effects of land use and land cover changes on lakes in urban environments

Examining the impact of land use and land cover changes on land surface temperature in Herat city using machine learning algorithms

A Comprehensive Approach Towards Enhancing Land Use Land Cover Classification Through Machine Learning and Object-Based Image Analysis

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