Mapping Urbanization and Evaluating Its Possible Impacts on Stream Water Quality in Chattanooga, Tennessee, Using GIS and Remote Sensing
Impervious surfaces (IS) produced by urbanization can facilitate pollutants’ movement to nearby water bodies through stormwater. This study mapped and estimated the IS changes in Chattanooga, Tennessee, using satellite imagery acquired in 1986 and 2016. A model was developed utilizing the Normalized...
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Veröffentlicht in: | Sustainability 2020-03, Vol.12 (5), p.1980 |
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description | Impervious surfaces (IS) produced by urbanization can facilitate pollutants’ movement to nearby water bodies through stormwater. This study mapped and estimated the IS changes in Chattanooga, Tennessee, using satellite imagery acquired in 1986 and 2016. A model was developed utilizing the Normalized Difference Vegetation Index coupled with density slicing to detect and map urbanization through IS growth. Urban growth was quantified at USGS HUC12 watershed level including stream riparian areas. The obtained results show a net growth of 45.12 km2 of IS with a heterogeneous distribution. About 9.96 km2 of this growth is within 90 m of streams, about 6% of the study site’s land cover. The Lower South Chickamauga Creek watershed experienced the largest urban growth with a change from 24.2 to 48.5 km2. Using the riparian zone percent imperviousness, a stream risk assessment model was developed to evaluate potential stream impairment due to this growth. Approximately 87, 131, and 203 km lengths of streams identified as potentially at high, very high, and extreme risks, respectively, to be impaired due to urban growth from the last 30 years. These findings would benefit to proactively implement sustainable management plans for the streams near rapidly urbanizing areas in the study site. |
doi_str_mv | 10.3390/su12051980 |
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K. M. Azad</creator><creatorcontrib>Hall, Jonah ; Hossain, A. K. M. Azad</creatorcontrib><description>Impervious surfaces (IS) produced by urbanization can facilitate pollutants’ movement to nearby water bodies through stormwater. This study mapped and estimated the IS changes in Chattanooga, Tennessee, using satellite imagery acquired in 1986 and 2016. A model was developed utilizing the Normalized Difference Vegetation Index coupled with density slicing to detect and map urbanization through IS growth. Urban growth was quantified at USGS HUC12 watershed level including stream riparian areas. The obtained results show a net growth of 45.12 km2 of IS with a heterogeneous distribution. About 9.96 km2 of this growth is within 90 m of streams, about 6% of the study site’s land cover. The Lower South Chickamauga Creek watershed experienced the largest urban growth with a change from 24.2 to 48.5 km2. Using the riparian zone percent imperviousness, a stream risk assessment model was developed to evaluate potential stream impairment due to this growth. Approximately 87, 131, and 203 km lengths of streams identified as potentially at high, very high, and extreme risks, respectively, to be impaired due to urban growth from the last 30 years. 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Azad</creatorcontrib><title>Mapping Urbanization and Evaluating Its Possible Impacts on Stream Water Quality in Chattanooga, Tennessee, Using GIS and Remote Sensing</title><title>Sustainability</title><description>Impervious surfaces (IS) produced by urbanization can facilitate pollutants’ movement to nearby water bodies through stormwater. This study mapped and estimated the IS changes in Chattanooga, Tennessee, using satellite imagery acquired in 1986 and 2016. A model was developed utilizing the Normalized Difference Vegetation Index coupled with density slicing to detect and map urbanization through IS growth. Urban growth was quantified at USGS HUC12 watershed level including stream riparian areas. The obtained results show a net growth of 45.12 km2 of IS with a heterogeneous distribution. About 9.96 km2 of this growth is within 90 m of streams, about 6% of the study site’s land cover. The Lower South Chickamauga Creek watershed experienced the largest urban growth with a change from 24.2 to 48.5 km2. Using the riparian zone percent imperviousness, a stream risk assessment model was developed to evaluate potential stream impairment due to this growth. Approximately 87, 131, and 203 km lengths of streams identified as potentially at high, very high, and extreme risks, respectively, to be impaired due to urban growth from the last 30 years. These findings would benefit to proactively implement sustainable management plans for the streams near rapidly urbanizing areas in the study site.</description><subject>Evaluation</subject><subject>Geographic information systems</subject><subject>Image acquisition</subject><subject>Land cover</subject><subject>Land use</subject><subject>Mapping</subject><subject>Normalized difference vegetative index</subject><subject>Pollutants</subject><subject>Remote sensing</subject><subject>Riparian land</subject><subject>Risk assessment</subject><subject>Satellite imagery</subject><subject>Satellites</subject><subject>Stormwater</subject><subject>Streams</subject><subject>Urban sprawl</subject><subject>Urbanization</subject><subject>Water pollution</subject><subject>Water quality</subject><subject>Watersheds</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNUE1PwzAMrRBITGMXfkEkbmiFpGna5oimMSoN8bFNHCu3dUenNi1JijR-AT-bDJDAF9vPz37y87xzRq84l_TaDCyggsmEHnmjgMbMZ1TQ43_1qTcxZkddcM4ki0be5z30fa22ZKNzUPUH2LpTBFRJ5u_QDK51s9Qa8tgZU-cNkrTtoXCAo62sRmjJC1jU5GmAprZ7UisyewVrQXXdFqZkjUqhMYhTsjGHa4t09S3wjG1nkaxQHeAz76SCxuDkN4-9ze18Pbvzlw-LdHaz9IsgENaXVZSAoEB5ksgkgDKOAiELlsdllGPIBReJqHhYAi_igkmUIWAVFVEoi4BK5GPv4udur7u3AY3Ndt2glZPMAh67dRFz5liXP6xCu781Vlmv6xb0PmM0O5id_ZnNvwAjwHGy</recordid><startdate>20200305</startdate><enddate>20200305</enddate><creator>Hall, Jonah</creator><creator>Hossain, A. 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K. M. Azad</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Hall, Jonah</au><au>Hossain, A. K. M. Azad</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mapping Urbanization and Evaluating Its Possible Impacts on Stream Water Quality in Chattanooga, Tennessee, Using GIS and Remote Sensing</atitle><jtitle>Sustainability</jtitle><date>2020-03-05</date><risdate>2020</risdate><volume>12</volume><issue>5</issue><spage>1980</spage><pages>1980-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Impervious surfaces (IS) produced by urbanization can facilitate pollutants’ movement to nearby water bodies through stormwater. This study mapped and estimated the IS changes in Chattanooga, Tennessee, using satellite imagery acquired in 1986 and 2016. A model was developed utilizing the Normalized Difference Vegetation Index coupled with density slicing to detect and map urbanization through IS growth. Urban growth was quantified at USGS HUC12 watershed level including stream riparian areas. 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source | MDPI - Multidisciplinary Digital Publishing Institute; EZB-FREE-00999 freely available EZB journals |
subjects | Evaluation Geographic information systems Image acquisition Land cover Land use Mapping Normalized difference vegetative index Pollutants Remote sensing Riparian land Risk assessment Satellite imagery Satellites Stormwater Streams Urban sprawl Urbanization Water pollution Water quality Watersheds |
title | Mapping Urbanization and Evaluating Its Possible Impacts on Stream Water Quality in Chattanooga, Tennessee, Using GIS and Remote Sensing |
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