Predicting land surface temperature with geographically weighed regression and deep learning

H Jia, D Yang, W Deng, Q Wei… - … Reviews: Data Mining …, 2021 - Wiley Online Library
For prediction of urban remote sensing surface temperature, cloud, cloud shadow and snow
contamination lead to the failure of surface temperature inversion and vegetation‐related …

Satellite-derived land surface temperature dynamics in the context of global change—A review

P Reiners, J Sobrino, C Kuenzer - Remote Sensing, 2023 - mdpi.com
Satellite-derived Land Surface Temperature (LST) dynamics have been increasingly used to
study various geophysical processes. This review provides an extensive overview of the …

Spatial-scale dependent risk factors of heat-related mortality: A multiscale geographically weighted regression analysis

J Song, H Yu, Y Lu - Sustainable Cities and Society, 2021 - Elsevier
Extreme heat is a leading cause of weather-related human mortality throughout much of the
world, posing a significantly heavy burden on the development of healthy and sustainable …

Identification and evaluation of the polycentric urban structure: An empirical analysis based on multi-source big data fusion

Y Zhou, X He, Y Zhu - Remote Sensing, 2022 - mdpi.com
Identifying and evaluating polycentric urban spatial structure is essential for understanding
and optimizing current urban development. In order to accurately identify the urban centers …

Spatial disparities in trade-offs: economic and environmental impacts of road infrastructure on continental level

P Luo, Y Song, P Wu - GIScience & Remote Sensing, 2021 - Taylor & Francis
Remote sensing and geospatial techniques are being used to provide large-scale and
regional solutions for achieving the sustainable development goals (SDGs) of the United …

Land Cover Impacts on Surface Temperatures: Evaluation and Application of a Novel Spatiotemporal Weighted Regression Approach

C Fan, X Que, Z Wang, X Ma - ISPRS International Journal of Geo …, 2023 - mdpi.com
The urban heat island (UHI) effect is an important topic for many cities across the globe.
Previous studies, however, have mostly focused on UHI changes along either the spatial or …

Influence of spatiotemporal changes of impervious surface on the urban thermal environment: A case of Huai'an central urban area

Y Wang, X Li, C Zhang, W He - Sustainable Cities and Society, 2022 - Elsevier
Urban heat island effect created by urbanization is to be one of the most worrisome urban
environment issues, and impervious surface (IS) is the main driving factor of the urban heat …

Spatial interconnections of land surface temperatures with land cover/use: A case study of Tokyo

F Liu, H Hou, Y Murayama - Remote Sensing, 2021 - mdpi.com
As one of the most populated metropolitan areas in the world, the Tokyo Metropolitan Area
(TMA) has experienced severe climatic modifications and pressure due to densified human …

Investigating the relationship between COVID-19 shutdown and land surface temperature on the Anatolian side of Istanbul using large architectural impermeable …

L Kusak, UF Kucukali - Environment, Development and Sustainability, 2024 - Springer
Artificial impermeable surfaces are becoming more prevalent, especially in urban areas, as
a result of shifting land use and cover, roads, roofs, etc. The modification of land surface …

Geographically weighted method integrated with logistic regression for analyzing spatially varying accuracy measures of remote sensing image classification

VN Mishra, V Kumar, R Prasad, M Punia - Journal of the Indian Society of …, 2021 - Springer
The accuracy of thematic information extracted from remote sensing image is assessed
recurrently using the confusion matrix method. But the accuracies have been criticized as a …