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Satellite Monitoring of Thermal Performance in Smart Urban Designs
Climate change amplified by rapidly increasing urbanization is resulting in rising temperatures within urban environments. In recent years, to mitigate this the design and construction of new buildings has emphasized “smart” methods and materials for individual buildings rather than landscape-level...
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Published in: | Remote sensing (Basel, Switzerland) Switzerland), 2019-10, Vol.11 (19), p.2244 |
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description | Climate change amplified by rapidly increasing urbanization is resulting in rising temperatures within urban environments. In recent years, to mitigate this the design and construction of new buildings has emphasized “smart” methods and materials for individual buildings rather than landscape-level planning and evaluation of new developments. Remote Sensing potentially offers a cost-effective means to monitor effectiveness of landscape-level urban design and guide developers to improve thermal regimes. This paper focuses on satellite monitoring of thermal variation in the area of London most affected by construction in 2010–2015. Split-window Land Surface Temperature (LST) models were applied to ASTER and Landsat 8 satellite imagery, requiring separate investigation of thermal trends due to temporal inconsistency. Getis-Ord-Gi* cluster analysis of the ASTER image identified three main thermal hot spots: Eastern, Stratford railway/underground station, and Stratford High Street. It is assumed that increased thermal stress within these areas is mainly from anthropogenic heat. However, local thermal variations for Eastern Olympic Village are attributed to changing meteorological conditions, facade materials, canyon morphology and orientation, or insufficient shading and ventilation. Future development of a new cultural hub at this location will significantly affect distribution of green spaces and influence their cooling ability. |
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In recent years, to mitigate this the design and construction of new buildings has emphasized “smart” methods and materials for individual buildings rather than landscape-level planning and evaluation of new developments. Remote Sensing potentially offers a cost-effective means to monitor effectiveness of landscape-level urban design and guide developers to improve thermal regimes. This paper focuses on satellite monitoring of thermal variation in the area of London most affected by construction in 2010–2015. Split-window Land Surface Temperature (LST) models were applied to ASTER and Landsat 8 satellite imagery, requiring separate investigation of thermal trends due to temporal inconsistency. Getis-Ord-Gi* cluster analysis of the ASTER image identified three main thermal hot spots: Eastern, Stratford railway/underground station, and Stratford High Street. It is assumed that increased thermal stress within these areas is mainly from anthropogenic heat. However, local thermal variations for Eastern Olympic Village are attributed to changing meteorological conditions, facade materials, canyon morphology and orientation, or insufficient shading and ventilation. 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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 (http://creativecommons.org/licenses/by/4.0/). 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In recent years, to mitigate this the design and construction of new buildings has emphasized “smart” methods and materials for individual buildings rather than landscape-level planning and evaluation of new developments. Remote Sensing potentially offers a cost-effective means to monitor effectiveness of landscape-level urban design and guide developers to improve thermal regimes. This paper focuses on satellite monitoring of thermal variation in the area of London most affected by construction in 2010–2015. Split-window Land Surface Temperature (LST) models were applied to ASTER and Landsat 8 satellite imagery, requiring separate investigation of thermal trends due to temporal inconsistency. Getis-Ord-Gi* cluster analysis of the ASTER image identified three main thermal hot spots: Eastern, Stratford railway/underground station, and Stratford High Street. It is assumed that increased thermal stress within these areas is mainly from anthropogenic heat. 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Future development of a new cultural hub at this location will significantly affect distribution of green spaces and influence their cooling ability.</description><subject>Anthropogenic factors</subject><subject>aster</subject><subject>Buildings</subject><subject>Canyons</subject><subject>Climate change</subject><subject>Cluster analysis</subject><subject>Cooling</subject><subject>Green infrastructure</subject><subject>Human influences</subject><subject>Image processing</subject><subject>Influence</subject><subject>Land surface temperature</subject><subject>Landsat</subject><subject>Landsat satellites</subject><subject>Landscape design</subject><subject>london</subject><subject>lst</subject><subject>Morphology</subject><subject>Olympic villages</subject><subject>Remote monitoring</subject><subject>Remote sensing</subject><subject>Rural areas</subject><subject>Satellite imagery</subject><subject>Satellites</subject><subject>split-window</subject><subject>Sustainable materials</subject><subject>sustainable urban development</subject><subject>thermal spatial patterns</subject><subject>Thermal stress</subject><subject>tirs</subject><subject>Trends</subject><subject>uhi</subject><subject>Underground railways</subject><subject>Urban areas</subject><subject>Urban environments</subject><subject>Urban heat islands</subject><subject>Urban 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Monitoring of Thermal Performance in Smart Urban Designs</title><author>Mullerova, Daniela ; Williams, Meredith</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c361t-76fcbf6da85c77dda5af4e5188fd2d4347638b4cc20baac691cbd28ebc7f023b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Anthropogenic factors</topic><topic>aster</topic><topic>Buildings</topic><topic>Canyons</topic><topic>Climate change</topic><topic>Cluster analysis</topic><topic>Cooling</topic><topic>Green infrastructure</topic><topic>Human influences</topic><topic>Image processing</topic><topic>Influence</topic><topic>Land surface temperature</topic><topic>Landsat</topic><topic>Landsat satellites</topic><topic>Landscape design</topic><topic>london</topic><topic>lst</topic><topic>Morphology</topic><topic>Olympic villages</topic><topic>Remote monitoring</topic><topic>Remote sensing</topic><topic>Rural 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Meredith</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Satellite Monitoring of Thermal Performance in Smart Urban Designs</atitle><jtitle>Remote sensing (Basel, Switzerland)</jtitle><date>2019-10-01</date><risdate>2019</risdate><volume>11</volume><issue>19</issue><spage>2244</spage><pages>2244-</pages><issn>2072-4292</issn><eissn>2072-4292</eissn><abstract>Climate change amplified by rapidly increasing urbanization is resulting in rising temperatures within urban environments. In recent years, to mitigate this the design and construction of new buildings has emphasized “smart” methods and materials for individual buildings rather than landscape-level planning and evaluation of new developments. Remote Sensing potentially offers a cost-effective means to monitor effectiveness of landscape-level urban design and guide developers to improve thermal regimes. This paper focuses on satellite monitoring of thermal variation in the area of London most affected by construction in 2010–2015. Split-window Land Surface Temperature (LST) models were applied to ASTER and Landsat 8 satellite imagery, requiring separate investigation of thermal trends due to temporal inconsistency. Getis-Ord-Gi* cluster analysis of the ASTER image identified three main thermal hot spots: Eastern, Stratford railway/underground station, and Stratford High Street. It is assumed that increased thermal stress within these areas is mainly from anthropogenic heat. However, local thermal variations for Eastern Olympic Village are attributed to changing meteorological conditions, facade materials, canyon morphology and orientation, or insufficient shading and ventilation. Future development of a new cultural hub at this location will significantly affect distribution of green spaces and influence their cooling ability.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/rs11192244</doi><oa>free_for_read</oa></addata></record> |
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subjects | Anthropogenic factors aster Buildings Canyons Climate change Cluster analysis Cooling Green infrastructure Human influences Image processing Influence Land surface temperature Landsat Landsat satellites Landscape design london lst Morphology Olympic villages Remote monitoring Remote sensing Rural areas Satellite imagery Satellites split-window Sustainable materials sustainable urban development thermal spatial patterns Thermal stress tirs Trends uhi Underground railways Urban areas Urban environments Urban heat islands Urban planning Urbanization |
title | Satellite Monitoring of Thermal Performance in Smart Urban Designs |
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