Xulong Duan, Muhammad Haseeb, Zainab Tahir, Syed Amer Mahmood, Aqil Tariq, Ahsan Jamil, Sajid Ullah, M Abdullah-Al-Wadud
{"title":"地表温度对土地利用、土地覆盖变化和城市热岛动态响应的地理空间和统计分析。","authors":"Xulong Duan, Muhammad Haseeb, Zainab Tahir, Syed Amer Mahmood, Aqil Tariq, Ahsan Jamil, Sajid Ullah, M Abdullah-Al-Wadud","doi":"10.1038/s41598-025-89167-x","DOIUrl":null,"url":null,"abstract":"<p><p>The escalating trend of global urbanization, particularly pronounced in the burgeoning urban areas of Pakistan, necessitates a meticulous examination of Land Use/Land Cover (LULC) changes and their extensive environmental repercussions. Understanding these transformations is crucial for informed decision-making in evolving ecological dynamics. This research utilizes Geographic Information Systems (GIS), Remote Sensing (RS), and statistical analyses to investigate LULC thoroughly changes in Okara District, Pakistan, from 1991 to 2023. Despite its considerable socio-economic significance, Okara District has remained relatively understudied, making this research a crucial contribution to understanding its evolving landscape. Key indicators include the Normalized Difference Vegetation Index (NDVI) and Normalized Difference Built-up Index (NDBI), correlated with Land Surface Temperature (LST). Findings include a 22.6% decline in vegetation cover (415.1 km<sup>2</sup>) and a 64.1% increase in urban areas (110.7 km<sup>2</sup>) from 1991 to 2023. Correlations reveal a consistent negative relationship between NDVI and LST (R<sup>2</sup>, 0.55-0.69) and a positive correlation between LST and NDBI (R<sup>2</sup> 0.62-0.69), indicating the persistent Urban Heat Island (UHI) effect. The study underscores the urgent need for sustainable urban planning to balance developmental needs and ecological preservation. Informed decision-making can mitigate the UHI effect, emphasizing the broader implications for global urbanization challenges. This research contributes to understanding LULC dynamics and fosters discussions on Sustainable Development Goals (SDGs), climate action, and the development of resilient cities and communities.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"4943"},"PeriodicalIF":3.9000,"publicationDate":"2025-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11811270/pdf/","citationCount":"0","resultStr":"{\"title\":\"A geospatial and statistical analysis of land surface temperature in response to land use land cover changes and urban heat island dynamics.\",\"authors\":\"Xulong Duan, Muhammad Haseeb, Zainab Tahir, Syed Amer Mahmood, Aqil Tariq, Ahsan Jamil, Sajid Ullah, M Abdullah-Al-Wadud\",\"doi\":\"10.1038/s41598-025-89167-x\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The escalating trend of global urbanization, particularly pronounced in the burgeoning urban areas of Pakistan, necessitates a meticulous examination of Land Use/Land Cover (LULC) changes and their extensive environmental repercussions. Understanding these transformations is crucial for informed decision-making in evolving ecological dynamics. This research utilizes Geographic Information Systems (GIS), Remote Sensing (RS), and statistical analyses to investigate LULC thoroughly changes in Okara District, Pakistan, from 1991 to 2023. Despite its considerable socio-economic significance, Okara District has remained relatively understudied, making this research a crucial contribution to understanding its evolving landscape. Key indicators include the Normalized Difference Vegetation Index (NDVI) and Normalized Difference Built-up Index (NDBI), correlated with Land Surface Temperature (LST). Findings include a 22.6% decline in vegetation cover (415.1 km<sup>2</sup>) and a 64.1% increase in urban areas (110.7 km<sup>2</sup>) from 1991 to 2023. Correlations reveal a consistent negative relationship between NDVI and LST (R<sup>2</sup>, 0.55-0.69) and a positive correlation between LST and NDBI (R<sup>2</sup> 0.62-0.69), indicating the persistent Urban Heat Island (UHI) effect. The study underscores the urgent need for sustainable urban planning to balance developmental needs and ecological preservation. Informed decision-making can mitigate the UHI effect, emphasizing the broader implications for global urbanization challenges. This research contributes to understanding LULC dynamics and fosters discussions on Sustainable Development Goals (SDGs), climate action, and the development of resilient cities and communities.</p>\",\"PeriodicalId\":21811,\"journal\":{\"name\":\"Scientific Reports\",\"volume\":\"15 1\",\"pages\":\"4943\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-02-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11811270/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientific Reports\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://doi.org/10.1038/s41598-025-89167-x\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-89167-x","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
A geospatial and statistical analysis of land surface temperature in response to land use land cover changes and urban heat island dynamics.
The escalating trend of global urbanization, particularly pronounced in the burgeoning urban areas of Pakistan, necessitates a meticulous examination of Land Use/Land Cover (LULC) changes and their extensive environmental repercussions. Understanding these transformations is crucial for informed decision-making in evolving ecological dynamics. This research utilizes Geographic Information Systems (GIS), Remote Sensing (RS), and statistical analyses to investigate LULC thoroughly changes in Okara District, Pakistan, from 1991 to 2023. Despite its considerable socio-economic significance, Okara District has remained relatively understudied, making this research a crucial contribution to understanding its evolving landscape. Key indicators include the Normalized Difference Vegetation Index (NDVI) and Normalized Difference Built-up Index (NDBI), correlated with Land Surface Temperature (LST). Findings include a 22.6% decline in vegetation cover (415.1 km2) and a 64.1% increase in urban areas (110.7 km2) from 1991 to 2023. Correlations reveal a consistent negative relationship between NDVI and LST (R2, 0.55-0.69) and a positive correlation between LST and NDBI (R2 0.62-0.69), indicating the persistent Urban Heat Island (UHI) effect. The study underscores the urgent need for sustainable urban planning to balance developmental needs and ecological preservation. Informed decision-making can mitigate the UHI effect, emphasizing the broader implications for global urbanization challenges. This research contributes to understanding LULC dynamics and fosters discussions on Sustainable Development Goals (SDGs), climate action, and the development of resilient cities and communities.
期刊介绍:
We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections.
Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021).
•Engineering
Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live.
•Physical sciences
Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics.
•Earth and environmental sciences
Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems.
•Biological sciences
Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants.
•Health sciences
The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.