Comparison between convolutional neural networks and random forest for local climate zone classification in mega urban areas using Landsat images
Abstract The Local Climate Zone (LCZ) scheme is a classification system providing a
standardization framework to present the characteristics of urban forms and functions …
standardization framework to present the characteristics of urban forms and functions …
Influences of landform and urban form factors on urban heat island: Comparative case study between Chengdu and Chongqing
Although the degraded urban thermal environment has been widely concerned, whether
monocentric or polycentric urban development can alleviate urban heat island (UHI) is still …
monocentric or polycentric urban development can alleviate urban heat island (UHI) is still …
The spatio-temporal trends of urban growth and surface urban heat islands over two decades in the Semarang Metropolitan Region
This paper conveys the findings of a study of the development of Semarang Metropolitan
Region (SMR) over two decades. The developments seen were urbanisation and its impact …
Region (SMR) over two decades. The developments seen were urbanisation and its impact …
Quantitative analysis and prediction of urban heat island intensity on urban-rural gradient: A case study of Shanghai
Y Yang, S Guangrong, Z Chen, S Hao… - Science of the Total …, 2022 - Elsevier
Urbanization causes enormous land use/land cover (LULC) changes, which have become
significant drivers of land surface temperature (LST) change in rapidly urbanizing city, and …
significant drivers of land surface temperature (LST) change in rapidly urbanizing city, and …
Response of soil moisture and vegetation conditions in seasonal variation of land surface temperature and surface urban heat island intensity in sub-tropical semi-arid …
The cities of arid and semi-arid regions have distinctive landscape patterns and large-scale
variations in soil moisture and vegetation cover which causes significant variations in land …
variations in soil moisture and vegetation cover which causes significant variations in land …
Urban overheating assessment through prediction of surface temperatures: A case study of karachi, Pakistan
Global climate has been radically affected by the urbanization process in recent years.
Karachi, Pakistan's economic hub, is also showing signs of swift urbanization. Owing to the …
Karachi, Pakistan's economic hub, is also showing signs of swift urbanization. Owing to the …
Discerning the success of sustainable planning: A comparative analysis of urban heat island dynamics in Korean new towns
UHI is an important measure for understanding the urban landscape, especially in terms of
thermal agglomeration and disturbance. This research aims to discern the success of …
thermal agglomeration and disturbance. This research aims to discern the success of …
Prediction of maximum air temperature for defining heat wave in Rajasthan and Karnataka states of India using machine learning approach
Temperature rise, associated with global warming, has increased the severity and frequency
of heat waves around the world. Rajasthan and Karnataka are two major states of India and …
of heat waves around the world. Rajasthan and Karnataka are two major states of India and …
Comparing object-based and pixel-based methods for local climate zones mapping with multi-source data
The local climate zones (LCZs) system, a standard framework characterizing urban form and
environment, effectively promotes urban remote sensing research, especially urban heat …
environment, effectively promotes urban remote sensing research, especially urban heat …
Thermal dynamics of Jaipur: Analyzing urban heat island effects using in-situ and remotely sensed data
A Mathew, P Sarwesh, S Khandelwal… - Cogent …, 2023 - Taylor & Francis
Abstract The Urban Heat Island (UHI) effect is a phenomenon where urban areas
experience higher temperatures than surrounding rural areas. In these issues, enhanced air …
experience higher temperatures than surrounding rural areas. In these issues, enhanced air …