Predicting the impacts of land use/land cover changes on seasonal urban thermal characteristics using machine learning algorithms
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 …
contribute significantly to the formation and intensity of urban heat islands (UHI) effects. The …
Prediction of seasonal urban thermal field variance index using machine learning algorithms in Cumilla, Bangladesh
The intensity and formation of urban heat island (UHI) phenomena are closely related to
land use/land cover (LULC) and land surface temperature (LST) change. The effect of UHI …
land use/land cover (LULC) and land surface temperature (LST) change. The effect of UHI …
Machine learning algorithm based prediction of land use land cover and land surface temperature changes to characterize the surface urban heat island phenomena …
P Mohammad, A Goswami, S Chauhan, S Nayak - Urban Climate, 2022 - Elsevier
Rapid urbanization over the world's dense urban centers cause an enormous change in the
land use land cover (LULC) over a metropolitan area, which adversely affects the land …
land use land cover (LULC) over a metropolitan area, which adversely affects the land …
Living environment matters: Unravelling the spatial clustering of COVID-19 hotspots in Kolkata megacity, India
The emergence of COVID-19 has brought a serious global public health threats especially
for most of the cities across the world even in India more than 50% of the total cases were …
for most of the cities across the world even in India more than 50% of the total cases were …
[HTML][HTML] Assessing and predicting land use/land cover, land surface temperature and urban thermal field variance index using Landsat imagery for Dhaka Metropolitan …
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 …
dioxide, methane, and others, which act as a partial blanket for the planet and store solar …
Simulating the relationship between land use/cover change and urban thermal environment using machine learning algorithms in Wuhan City, China
The changes of land use/land cover (LULC) are important factor affecting the intensity of the
urban heat island (UHI) effect. Based on Landsat image data of Wuhan, this paper uses …
urban heat island (UHI) effect. Based on Landsat image data of Wuhan, this paper uses …
[HTML][HTML] Assessment of urban thermal field variance index and defining the relationship between land cover and surface temperature in Chattogram city: A remote …
Land Cover (LC) is going through a dramatic change due to rapid urbanization, especially in
urban areas. The impervious land covers (built-up areas) are replacing the natural land …
urban areas. The impervious land covers (built-up areas) are replacing the natural land …
Predicting the impacts of urban land change on LST and carbon storage using InVEST, CA-ANN and WOA-LSTM models in Guangzhou, China
Urban land change plays an essential role in the development of country's economy. Rapid
and unplanned urban growth increases land surface temperature (LST) and reduces carbon …
and unplanned urban growth increases land surface temperature (LST) and reduces carbon …
The spatiotemporal implications of urbanization for urban heat islands in Beijing: A predictive approach based on CA–Markov modeling (2004–2050)
M Amir Siddique, Y Wang, N Xu, N Ullah, P Zeng - Remote Sensing, 2021 - mdpi.com
The rapid increase in infrastructural development in populated areas has had numerous
adverse impacts. The rise in land surface temperature (LST) and its associated damage to …
adverse impacts. The rise in land surface temperature (LST) and its associated damage to …
Evaluation of UTFVI index effect on climate change in terms of urbanization
B Cevik Degerli, M Cetin - Environmental Science and Pollution Research, 2023 - Springer
Urban heat island density and occurrence are closely related to land use/land cover and
land surface temperature variation. The effect of UHI can be described quantitatively with the …
land surface temperature variation. The effect of UHI can be described quantitatively with the …