2021
DOI: 10.1155/2021/8011565
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Analysis of Land Use and Land Cover Changes in Urban Areas Using Remote Sensing: Case of Blantyre City

Abstract: Blantyre City has experienced a wide range of changes in land use and land cover (LULC). This study used Remote Sensing (RS) to detect and quantify LULC changes that occurred in the city throughout a twenty-year study period, using Landsat 7 Enhanced Thematic Mapper (ETM+) images from 1999 and 2010 and Landsat 8 Operational Land Imager (OLI) images from 2019. A supervised classification method using an Artificial Neural Network (ANN) was used to classify and map LULC types. The kappa coefficient and the overal… Show more

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Cited by 30 publications
(15 citation statements)
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“…The connection between people and the environment has been blamed for these changes. Planning for sustainable development requires awareness of LULC, its severity, causes, and implications (Gondwe et al, 2021). The subject of global change has gained attention from scientists, geographers, and international leaders and has become a hot topic.…”
Section: Literature Reviewmentioning
confidence: 99%
“…The connection between people and the environment has been blamed for these changes. Planning for sustainable development requires awareness of LULC, its severity, causes, and implications (Gondwe et al, 2021). The subject of global change has gained attention from scientists, geographers, and international leaders and has become a hot topic.…”
Section: Literature Reviewmentioning
confidence: 99%
“…In addition, Kappa coefficient measures accuracies between two random values and show reasonable accuracy. Kappa coefficient is regarded as a coefficient of agreement (Mukherjee & Singh 2020;Mishra & Jabin 2020;Gondwe et al 2021;Bunyangha et al 2021). The Kappa Coefficient was calculated using equation 3:…”
Section: Land Use Land Cover Classification (Lulc)mentioning
confidence: 99%
“…Apart from urbanization, the increased population has also been documented and evidenced as a major factor behind land use changes in urban areas (Gondwe et al, 2021). According to Fonji and Taff 2014;Baig et al (2022), land use changes are highly interconnected with population growth in an area.…”
Section: Introductionmentioning
confidence: 99%