reviewSustainabilityJan 4, 2023GOLD OA

A Comprehensive Review on Land Use/Land Cover (LULC) Change Modeling for Urban Development: Current Status and Future Prospects

Indian Institute of Technology Kharagpur

Indexed incrossref

Abstract

Land use land cover (LULC) modeling is considered as the best tool to comprehend and unravel the dynamics of future urban expansion. The present paper provides a comprehensive review of existing LULC modeling techniques and novel approaches used by the research community. Moreover, the review also compares each technique’s applications, utility, drawbacks, and broader differences. The rationale behind such a comparison is to highlight the strengths/weakness of individual techniques. The review further highlights the utility of the hybridization of different techniques (e.g., machine learning model combined with statistical models) to LULC modeling to complement their strengths. Although significant progress…

Citation impact

184
total citations
FWCI
27.95
Percentile
100%
References
47
Citations per year

Authors

2

Topics & keywords

Keywords
  • Land use
  • Land cover
  • Cover (algebra)
  • Computer science
  • Sustainable development
  • Environmental planning
  • Urban planning
  • Environmental resource management
UN Sustainable Development Goals
  • Sustainable cities and communities
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