Modelling of land use land cover changes using machine learning and GIS techniques: a case study in El-Fayoum Governorate, Egypt

I Atef, W Ahmed, RH Abdel-Maguid - Environmental Monitoring and …, 2023 - Springer
Land use/land cover (LULC) changes can occur naturally or due to human activities. In this
study, the maximum likelihood algorithm (MLH) and machine learning (random forest …

A majority voting ensemble approach for LULC classification of satellite images

K Kulkarni, PA Vijaya - Journal of The Institution of Engineers (India) …, 2023 - Springer
Land use land cover analysis aided by remote sensing provides the civic authorities a
broader picture of the geographic area. This work aims to get the land cover map of the …

Original Research Article Identifying land use land cover dynamics using machine learning method and GIS approach in Karaivetti, Tamil Nadu

T Sivasubramaniyan… - Journal of Autonomous …, 2024 - jai.front-sci.com
An important analytical tool for tracking, mapping, and quantifying changes in land use and
land cover (LULC) across time serves as the use of machine learning techniques. The …