Assessment of the Relationship between Land Surface Temperature and Air Pollutants in Visakhapatnam Urban Area, India: A Geospatial Approach

Urbanization requires human comfort that leads to industrial growth that alters existing physical and atmospheric conditions and pollutes the environment. This study area covers 200 km2 located in the northeast of the Greater Visakhapatnam Municipal Corporation (GVMC). The study area is famous for i...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of urban planning and development 2025-03, Vol.151 (1)
Hauptverfasser: Nikkala, Samyuktha, Rao, Peddada Jagadeeswara, Neredimelli, Ramu
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 1
container_start_page
container_title Journal of urban planning and development
container_volume 151
creator Nikkala, Samyuktha
Rao, Peddada Jagadeeswara
Neredimelli, Ramu
description Urbanization requires human comfort that leads to industrial growth that alters existing physical and atmospheric conditions and pollutes the environment. This study area covers 200 km2 located in the northeast of the Greater Visakhapatnam Municipal Corporation (GVMC). The study area is famous for industries as well as tourism due to its bowl-shape topography and rich wild flora and fauna. Study was carried out using Landsat-8 and Landsat-9 satellite data for the years 2018, 2021, and 2022 to assess land surface temperature (LST) and the impact of air pollutants to identify human health hotspots. Industrial and vehicular emissions release harmful gases such as CO2, CO, oxides of nitrogen, sulphur, and suspended particulate matter (SPM) into the atmosphere. The LST for 2018 and 2021 results are nearly the same while the LST for 2022 decreased relatively by 3°C. Data from the monitoring stations located at the Police Barracks, Gnanapuram, and Visakhapatnam Port-Trust show that the ambient air quality with its corresponding LST in the industrial area has been identified with high LST with a 0.67°C increase from 2018 to 2021. There is a decrease of nearly 2°C from 2021 to 2022 at the monitoring stations of the Police Barracks and Gnanapuram located in urban areas, whereas Visakhapatnam Port-Trust is located in the vicinity of industries. The poor Air Quality Index (AQI) is creating discomfort and reduction of visibility in the vicinity. The relative humidity for 2018 is 72%, for 2021 is 64%, and for 2022 is 76%, which causes feelings of stickiness and sweat, and in rare cases skin irritation was reported. The regression analysis of AQI with LST shows a negative correlation in April 2018 and a positive correlation in March 2021 and April 2022. This indicates that the prominent parameter PM10 in AQI contains both cooling and warming properties.
doi_str_mv 10.1061/JUPDDM.UPENG-5020
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_3123462975</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>3123462975</sourcerecordid><originalsourceid>FETCH-LOGICAL-c1245-4eb2460155ca4bd7520d05796e5426bd3385e2d01b01ca39476e9ac00ef1fc743</originalsourceid><addsrcrecordid>eNotkM1OwzAQhC0EEuXnAbitxJUUO7aThlsEpRQVqIByjTbJRg2kTrAdId6BhyalnEaaGc1IH2Nngo8Fj8Tl_Wp5c_MwXi2nj7NA85DvsZFIlAy0UmqfjXgsZZCoyeSQHTn3zrlQMZcj9pM6R85tyHhoK_Brgmdq0Netceu6g5z8F5GBBZoSXnpbYUHwSpuOLPreEmz9tLawbJum92i8g9rAW-3wY40deoMbWNkcDaSW8ALmpqzxClKYUeuGvMYG0q6zLRbrE3ZQYePo9F-P2ep2-np9FyyeZvPrdBEUIlQ6UJSHKuJC6wJVXsY65CXXcRKRVmGUl1JONIUlFzkXBcpExRElWHBOlaiKWMljdr7bHW4_e3I-e297a4bLTIpQqihMYj20xK5V2NY5S1XW2XqD9jsTPNtCz3bQsz_o2Ra6_AWY4Xaj</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3123462975</pqid></control><display><type>article</type><title>Assessment of the Relationship between Land Surface Temperature and Air Pollutants in Visakhapatnam Urban Area, India: A Geospatial Approach</title><source>American Society of Civil Engineers:NESLI2:Journals:2014</source><creator>Nikkala, Samyuktha ; Rao, Peddada Jagadeeswara ; Neredimelli, Ramu</creator><creatorcontrib>Nikkala, Samyuktha ; Rao, Peddada Jagadeeswara ; Neredimelli, Ramu</creatorcontrib><description>Urbanization requires human comfort that leads to industrial growth that alters existing physical and atmospheric conditions and pollutes the environment. This study area covers 200 km2 located in the northeast of the Greater Visakhapatnam Municipal Corporation (GVMC). The study area is famous for industries as well as tourism due to its bowl-shape topography and rich wild flora and fauna. Study was carried out using Landsat-8 and Landsat-9 satellite data for the years 2018, 2021, and 2022 to assess land surface temperature (LST) and the impact of air pollutants to identify human health hotspots. Industrial and vehicular emissions release harmful gases such as CO2, CO, oxides of nitrogen, sulphur, and suspended particulate matter (SPM) into the atmosphere. The LST for 2018 and 2021 results are nearly the same while the LST for 2022 decreased relatively by 3°C. Data from the monitoring stations located at the Police Barracks, Gnanapuram, and Visakhapatnam Port-Trust show that the ambient air quality with its corresponding LST in the industrial area has been identified with high LST with a 0.67°C increase from 2018 to 2021. There is a decrease of nearly 2°C from 2021 to 2022 at the monitoring stations of the Police Barracks and Gnanapuram located in urban areas, whereas Visakhapatnam Port-Trust is located in the vicinity of industries. The poor Air Quality Index (AQI) is creating discomfort and reduction of visibility in the vicinity. The relative humidity for 2018 is 72%, for 2021 is 64%, and for 2022 is 76%, which causes feelings of stickiness and sweat, and in rare cases skin irritation was reported. The regression analysis of AQI with LST shows a negative correlation in April 2018 and a positive correlation in March 2021 and April 2022. This indicates that the prominent parameter PM10 in AQI contains both cooling and warming properties.</description><identifier>ISSN: 0733-9488</identifier><identifier>EISSN: 1943-5444</identifier><identifier>DOI: 10.1061/JUPDDM.UPENG-5020</identifier><language>eng</language><publisher>New York: American Society of Civil Engineers</publisher><subject>Air monitoring ; Air pollution ; Air quality ; Air temperature ; Atmospheric conditions ; Barracks ; Carbon dioxide ; Flora ; Industrial areas ; Irritation ; Land pollution ; Land surface temperature ; Landsat ; Nitrogen oxides ; Outdoor air quality ; Particulate emissions ; Particulate matter ; Police ; Pollutants ; Regression analysis ; Relative humidity ; Remote sensing ; Temperature requirements ; Tourism ; Urban areas ; Urbanization ; Vehicle emissions</subject><ispartof>Journal of urban planning and development, 2025-03, Vol.151 (1)</ispartof><rights>2024 American Society of Civil Engineers</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c1245-4eb2460155ca4bd7520d05796e5426bd3385e2d01b01ca39476e9ac00ef1fc743</cites><orcidid>0000-0001-7042-1183 ; 0000-0002-8248-9502</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27902,27903</link.rule.ids></links><search><creatorcontrib>Nikkala, Samyuktha</creatorcontrib><creatorcontrib>Rao, Peddada Jagadeeswara</creatorcontrib><creatorcontrib>Neredimelli, Ramu</creatorcontrib><title>Assessment of the Relationship between Land Surface Temperature and Air Pollutants in Visakhapatnam Urban Area, India: A Geospatial Approach</title><title>Journal of urban planning and development</title><description>Urbanization requires human comfort that leads to industrial growth that alters existing physical and atmospheric conditions and pollutes the environment. This study area covers 200 km2 located in the northeast of the Greater Visakhapatnam Municipal Corporation (GVMC). The study area is famous for industries as well as tourism due to its bowl-shape topography and rich wild flora and fauna. Study was carried out using Landsat-8 and Landsat-9 satellite data for the years 2018, 2021, and 2022 to assess land surface temperature (LST) and the impact of air pollutants to identify human health hotspots. Industrial and vehicular emissions release harmful gases such as CO2, CO, oxides of nitrogen, sulphur, and suspended particulate matter (SPM) into the atmosphere. The LST for 2018 and 2021 results are nearly the same while the LST for 2022 decreased relatively by 3°C. Data from the monitoring stations located at the Police Barracks, Gnanapuram, and Visakhapatnam Port-Trust show that the ambient air quality with its corresponding LST in the industrial area has been identified with high LST with a 0.67°C increase from 2018 to 2021. There is a decrease of nearly 2°C from 2021 to 2022 at the monitoring stations of the Police Barracks and Gnanapuram located in urban areas, whereas Visakhapatnam Port-Trust is located in the vicinity of industries. The poor Air Quality Index (AQI) is creating discomfort and reduction of visibility in the vicinity. The relative humidity for 2018 is 72%, for 2021 is 64%, and for 2022 is 76%, which causes feelings of stickiness and sweat, and in rare cases skin irritation was reported. The regression analysis of AQI with LST shows a negative correlation in April 2018 and a positive correlation in March 2021 and April 2022. This indicates that the prominent parameter PM10 in AQI contains both cooling and warming properties.</description><subject>Air monitoring</subject><subject>Air pollution</subject><subject>Air quality</subject><subject>Air temperature</subject><subject>Atmospheric conditions</subject><subject>Barracks</subject><subject>Carbon dioxide</subject><subject>Flora</subject><subject>Industrial areas</subject><subject>Irritation</subject><subject>Land pollution</subject><subject>Land surface temperature</subject><subject>Landsat</subject><subject>Nitrogen oxides</subject><subject>Outdoor air quality</subject><subject>Particulate emissions</subject><subject>Particulate matter</subject><subject>Police</subject><subject>Pollutants</subject><subject>Regression analysis</subject><subject>Relative humidity</subject><subject>Remote sensing</subject><subject>Temperature requirements</subject><subject>Tourism</subject><subject>Urban areas</subject><subject>Urbanization</subject><subject>Vehicle emissions</subject><issn>0733-9488</issn><issn>1943-5444</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2025</creationdate><recordtype>article</recordtype><recordid>eNotkM1OwzAQhC0EEuXnAbitxJUUO7aThlsEpRQVqIByjTbJRg2kTrAdId6BhyalnEaaGc1IH2Nngo8Fj8Tl_Wp5c_MwXi2nj7NA85DvsZFIlAy0UmqfjXgsZZCoyeSQHTn3zrlQMZcj9pM6R85tyHhoK_Brgmdq0Netceu6g5z8F5GBBZoSXnpbYUHwSpuOLPreEmz9tLawbJum92i8g9rAW-3wY40deoMbWNkcDaSW8ALmpqzxClKYUeuGvMYG0q6zLRbrE3ZQYePo9F-P2ep2-np9FyyeZvPrdBEUIlQ6UJSHKuJC6wJVXsY65CXXcRKRVmGUl1JONIUlFzkXBcpExRElWHBOlaiKWMljdr7bHW4_e3I-e297a4bLTIpQqihMYj20xK5V2NY5S1XW2XqD9jsTPNtCz3bQsz_o2Ra6_AWY4Xaj</recordid><startdate>20250301</startdate><enddate>20250301</enddate><creator>Nikkala, Samyuktha</creator><creator>Rao, Peddada Jagadeeswara</creator><creator>Neredimelli, Ramu</creator><general>American Society of Civil Engineers</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7ST</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>KR7</scope><scope>SOI</scope><orcidid>https://orcid.org/0000-0001-7042-1183</orcidid><orcidid>https://orcid.org/0000-0002-8248-9502</orcidid></search><sort><creationdate>20250301</creationdate><title>Assessment of the Relationship between Land Surface Temperature and Air Pollutants in Visakhapatnam Urban Area, India: A Geospatial Approach</title><author>Nikkala, Samyuktha ; Rao, Peddada Jagadeeswara ; Neredimelli, Ramu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c1245-4eb2460155ca4bd7520d05796e5426bd3385e2d01b01ca39476e9ac00ef1fc743</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2025</creationdate><topic>Air monitoring</topic><topic>Air pollution</topic><topic>Air quality</topic><topic>Air temperature</topic><topic>Atmospheric conditions</topic><topic>Barracks</topic><topic>Carbon dioxide</topic><topic>Flora</topic><topic>Industrial areas</topic><topic>Irritation</topic><topic>Land pollution</topic><topic>Land surface temperature</topic><topic>Landsat</topic><topic>Nitrogen oxides</topic><topic>Outdoor air quality</topic><topic>Particulate emissions</topic><topic>Particulate matter</topic><topic>Police</topic><topic>Pollutants</topic><topic>Regression analysis</topic><topic>Relative humidity</topic><topic>Remote sensing</topic><topic>Temperature requirements</topic><topic>Tourism</topic><topic>Urban areas</topic><topic>Urbanization</topic><topic>Vehicle emissions</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nikkala, Samyuktha</creatorcontrib><creatorcontrib>Rao, Peddada Jagadeeswara</creatorcontrib><creatorcontrib>Neredimelli, Ramu</creatorcontrib><collection>CrossRef</collection><collection>Environment Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><collection>Environment Abstracts</collection><jtitle>Journal of urban planning and development</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nikkala, Samyuktha</au><au>Rao, Peddada Jagadeeswara</au><au>Neredimelli, Ramu</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Assessment of the Relationship between Land Surface Temperature and Air Pollutants in Visakhapatnam Urban Area, India: A Geospatial Approach</atitle><jtitle>Journal of urban planning and development</jtitle><date>2025-03-01</date><risdate>2025</risdate><volume>151</volume><issue>1</issue><issn>0733-9488</issn><eissn>1943-5444</eissn><abstract>Urbanization requires human comfort that leads to industrial growth that alters existing physical and atmospheric conditions and pollutes the environment. This study area covers 200 km2 located in the northeast of the Greater Visakhapatnam Municipal Corporation (GVMC). The study area is famous for industries as well as tourism due to its bowl-shape topography and rich wild flora and fauna. Study was carried out using Landsat-8 and Landsat-9 satellite data for the years 2018, 2021, and 2022 to assess land surface temperature (LST) and the impact of air pollutants to identify human health hotspots. Industrial and vehicular emissions release harmful gases such as CO2, CO, oxides of nitrogen, sulphur, and suspended particulate matter (SPM) into the atmosphere. The LST for 2018 and 2021 results are nearly the same while the LST for 2022 decreased relatively by 3°C. Data from the monitoring stations located at the Police Barracks, Gnanapuram, and Visakhapatnam Port-Trust show that the ambient air quality with its corresponding LST in the industrial area has been identified with high LST with a 0.67°C increase from 2018 to 2021. There is a decrease of nearly 2°C from 2021 to 2022 at the monitoring stations of the Police Barracks and Gnanapuram located in urban areas, whereas Visakhapatnam Port-Trust is located in the vicinity of industries. The poor Air Quality Index (AQI) is creating discomfort and reduction of visibility in the vicinity. The relative humidity for 2018 is 72%, for 2021 is 64%, and for 2022 is 76%, which causes feelings of stickiness and sweat, and in rare cases skin irritation was reported. The regression analysis of AQI with LST shows a negative correlation in April 2018 and a positive correlation in March 2021 and April 2022. This indicates that the prominent parameter PM10 in AQI contains both cooling and warming properties.</abstract><cop>New York</cop><pub>American Society of Civil Engineers</pub><doi>10.1061/JUPDDM.UPENG-5020</doi><orcidid>https://orcid.org/0000-0001-7042-1183</orcidid><orcidid>https://orcid.org/0000-0002-8248-9502</orcidid></addata></record>
fulltext fulltext
identifier ISSN: 0733-9488
ispartof Journal of urban planning and development, 2025-03, Vol.151 (1)
issn 0733-9488
1943-5444
language eng
recordid cdi_proquest_journals_3123462975
source American Society of Civil Engineers:NESLI2:Journals:2014
subjects Air monitoring
Air pollution
Air quality
Air temperature
Atmospheric conditions
Barracks
Carbon dioxide
Flora
Industrial areas
Irritation
Land pollution
Land surface temperature
Landsat
Nitrogen oxides
Outdoor air quality
Particulate emissions
Particulate matter
Police
Pollutants
Regression analysis
Relative humidity
Remote sensing
Temperature requirements
Tourism
Urban areas
Urbanization
Vehicle emissions
title Assessment of the Relationship between Land Surface Temperature and Air Pollutants in Visakhapatnam Urban Area, India: A Geospatial Approach
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-27T10%3A06%3A55IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Assessment%20of%20the%20Relationship%20between%20Land%20Surface%20Temperature%20and%20Air%20Pollutants%20in%20Visakhapatnam%20Urban%20Area,%20India:%20A%20Geospatial%20Approach&rft.jtitle=Journal%20of%20urban%20planning%20and%20development&rft.au=Nikkala,%20Samyuktha&rft.date=2025-03-01&rft.volume=151&rft.issue=1&rft.issn=0733-9488&rft.eissn=1943-5444&rft_id=info:doi/10.1061/JUPDDM.UPENG-5020&rft_dat=%3Cproquest_cross%3E3123462975%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=3123462975&rft_id=info:pmid/&rfr_iscdi=true