[HTML][HTML] Reviewing the application of machine learning methods to model urban form indicators in planning decision support systems: Potential, issues and …

SCK Tekouabou, EB Diop, R Azmi, R Jaligot… - Journal of King Saud …, 2022 - Elsevier
Modern cities dynamically face several challenges including digitalization, sustainability,
resilience and economic development. Urban planners and designers must develop urban …

[HTML][HTML] Land use land cover change modeling by integrating artificial neural network with cellular Automata-Markov chain model in Gidabo river basin, main …

R Girma, C Fürst, A Moges - Environmental Challenges, 2022 - Elsevier
Modeling land use land cover (LULC) change is crucial to understand its spatiotemporal
trends to protect the land resources sustainably. The appraisal of this study was to model …

Predicting the impacts of land use/land cover changes on seasonal urban thermal characteristics using machine learning algorithms

AA Kafy, M Saha, ZA Rahaman, MT Rahman… - Building and …, 2022 - Elsevier
Abstract Changes in land use/land cover (LULC) and land surface temperatures (LST)
contribute significantly to the formation and intensity of urban heat islands (UHI) effects. The …

[HTML][HTML] Evaluating the impacts of land use change on ecosystem service values under multiple scenarios in the Hunshandake region of China

Y ** and quantifying the status of Land use/Land cover (LULC) changes and drivers of
change are important for identifying vulnerable areas for change and designing sustainable …

Impact of vegetation cover loss on surface temperature and carbon emission in a fastest-growing city, Cumilla, Bangladesh

AA Kafy, A Al Rakib, MA Fattah, ZA Rahaman… - Building and …, 2022 - Elsevier
Human pressures, combined with changing hydrology and land resources, have a distinct
effect on the carbon chain and ecosystem resilience. The increase in urban areas …

[HTML][HTML] Urban land use change simulation and spatial responses of ecosystem service value under multiple scenarios: A case study of Wuhan, China

X Zhang, W Ren, H Peng - Ecological Indicators, 2022 - Elsevier
Simulation of changes in ecosystem service value (ESV) caused by land use change in
Wuhan under multiple scenarios is of great significance for ensuring urban ecological …

Assessment of land use and land cover change detection and prediction using remote sensing and CA Markov in the northern coastal districts of Tamil Nadu, India

D Abijith, S Saravanan - Environmental Science and Pollution Research, 2022 - Springer
The study on land use and land cover (LULC) changes assists in analyzing the change and
regulates environment sustainability. Hence, this research analyzes the Northern TN coast …

[HTML][HTML] Assessing and predicting land use/land cover, land surface temperature and urban thermal field variance index using Landsat imagery for Dhaka Metropolitan …

AA Kafy, A Al Rakib, KS Akter, DMA Jahir… - Environmental …, 2021 - Elsevier
Climate change is occurring because of an increase in greenhouse gases such as carbon
dioxide, methane, and others, which act as a partial blanket for the planet and store solar …