Cargando…

The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China

Urbanization has adverse environmental effects, such as rising surface temperatures. This study analyzes the relationship between the urban heat island (UHI) intensity and Tianjin city’s land cover characteristics. The land use cover change (LUCC) effects on the green areas and the land surface temp...

Descripción completa

Detalles Bibliográficos
Autores principales: Ullah, Nadeem, Siddique, Muhammad Amir, Ding, Mengyue, Grigoryan, Sara, Khan, Irshad Ahmad, Kang, Zhihao, Tsou, Shangen, Zhang, Tianlin, Hu, Yike, Zhang, Yazhuo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916317/
https://www.ncbi.nlm.nih.gov/pubmed/36768019
http://dx.doi.org/10.3390/ijerph20032642
_version_ 1784886096451076096
author Ullah, Nadeem
Siddique, Muhammad Amir
Ding, Mengyue
Grigoryan, Sara
Khan, Irshad Ahmad
Kang, Zhihao
Tsou, Shangen
Zhang, Tianlin
Hu, Yike
Zhang, Yazhuo
author_facet Ullah, Nadeem
Siddique, Muhammad Amir
Ding, Mengyue
Grigoryan, Sara
Khan, Irshad Ahmad
Kang, Zhihao
Tsou, Shangen
Zhang, Tianlin
Hu, Yike
Zhang, Yazhuo
author_sort Ullah, Nadeem
collection PubMed
description Urbanization has adverse environmental effects, such as rising surface temperatures. This study analyzes the relationship between the urban heat island (UHI) intensity and Tianjin city’s land cover characteristics. The land use cover change (LUCC) effects on the green areas and the land surface temperature (LST) were also studied. The land cover characteristics were divided into five categories: a built-up area, an agricultural area, a bare area, a forest, and water. The LST was calculated using the thermal bands of spatial images taken from 2005 to 2020. The increase in the built-up area was mainly caused by the agricultural area decreasing by 11.90%. The average land surface temperature of the study area increased from 23.50 to 36.51 °C, and the region moved to a high temperature that the built-up area’s temperature increased by 1.5%. Still, the increase in vegetation cover was negative. From 2020 to 2050, the land surface temperature is expected to increase by 9.5 °C. The high-temperature areas moved into an aerial distribution, and the direction of urbanization determined their path. Urban heat island mitigation is best achieved through forests and water, and managers of urban areas should avoid developing bare land since they may suffer from degradation. The increase in the land surface temperature caused by the land cover change proves that the site is becoming more urbanized. The findings of this study provide valuable information on the various aspects of urbanization in Tianjin and other regions. In addition, future research should look into the public health issues associated with rapid urbanization.
format Online
Article
Text
id pubmed-9916317
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-99163172023-02-11 The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China Ullah, Nadeem Siddique, Muhammad Amir Ding, Mengyue Grigoryan, Sara Khan, Irshad Ahmad Kang, Zhihao Tsou, Shangen Zhang, Tianlin Hu, Yike Zhang, Yazhuo Int J Environ Res Public Health Article Urbanization has adverse environmental effects, such as rising surface temperatures. This study analyzes the relationship between the urban heat island (UHI) intensity and Tianjin city’s land cover characteristics. The land use cover change (LUCC) effects on the green areas and the land surface temperature (LST) were also studied. The land cover characteristics were divided into five categories: a built-up area, an agricultural area, a bare area, a forest, and water. The LST was calculated using the thermal bands of spatial images taken from 2005 to 2020. The increase in the built-up area was mainly caused by the agricultural area decreasing by 11.90%. The average land surface temperature of the study area increased from 23.50 to 36.51 °C, and the region moved to a high temperature that the built-up area’s temperature increased by 1.5%. Still, the increase in vegetation cover was negative. From 2020 to 2050, the land surface temperature is expected to increase by 9.5 °C. The high-temperature areas moved into an aerial distribution, and the direction of urbanization determined their path. Urban heat island mitigation is best achieved through forests and water, and managers of urban areas should avoid developing bare land since they may suffer from degradation. The increase in the land surface temperature caused by the land cover change proves that the site is becoming more urbanized. The findings of this study provide valuable information on the various aspects of urbanization in Tianjin and other regions. In addition, future research should look into the public health issues associated with rapid urbanization. MDPI 2023-02-01 /pmc/articles/PMC9916317/ /pubmed/36768019 http://dx.doi.org/10.3390/ijerph20032642 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Ullah, Nadeem
Siddique, Muhammad Amir
Ding, Mengyue
Grigoryan, Sara
Khan, Irshad Ahmad
Kang, Zhihao
Tsou, Shangen
Zhang, Tianlin
Hu, Yike
Zhang, Yazhuo
The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China
title The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China
title_full The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China
title_fullStr The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China
title_full_unstemmed The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China
title_short The Impact of Urbanization on Urban Heat Island: Predictive Approach Using Google Earth Engine and CA-Markov Modelling (2005–2050) of Tianjin City, China
title_sort impact of urbanization on urban heat island: predictive approach using google earth engine and ca-markov modelling (2005–2050) of tianjin city, china
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916317/
https://www.ncbi.nlm.nih.gov/pubmed/36768019
http://dx.doi.org/10.3390/ijerph20032642
work_keys_str_mv AT ullahnadeem theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT siddiquemuhammadamir theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT dingmengyue theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT grigoryansara theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT khanirshadahmad theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT kangzhihao theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT tsoushangen theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT zhangtianlin theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT huyike theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT zhangyazhuo theimpactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT ullahnadeem impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT siddiquemuhammadamir impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT dingmengyue impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT grigoryansara impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT khanirshadahmad impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT kangzhihao impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT tsoushangen impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT zhangtianlin impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT huyike impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina
AT zhangyazhuo impactofurbanizationonurbanheatislandpredictiveapproachusinggoogleearthengineandcamarkovmodelling20052050oftianjincitychina