Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island
With the rapid development of China's economy and the continuous improvement of people's living standards, large-scale infrastructure constructions (LSICs) are also increasing rapidly. LSICs with impervious surfaces have increasingly resulted in replacing natural landscapes, altering surfa...
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| Format: | Article |
| Language: | English |
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Elsevier
2022-06-01
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| Series: | Ecotoxicology and Environmental Safety |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S014765132200361X |
| _version_ | 1818441036018483200 |
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| author | Jikang Wan Bin Yong Xiaofeng Zhou |
| author_facet | Jikang Wan Bin Yong Xiaofeng Zhou |
| author_sort | Jikang Wan |
| collection | DOAJ |
| description | With the rapid development of China's economy and the continuous improvement of people's living standards, large-scale infrastructure constructions (LSICs) are also increasing rapidly. LSICs with impervious surfaces have increasingly resulted in replacing natural landscapes, altering surface radiation, thermal properties, and humidity in urban areas. To study the environmental thermal changes of Beijing Daxing International Airport before and after its construction and operation, four Landsat-8 images (from the year of 2014, 2017, 2019, and 2021) were used to calculate the land surface temperature (LST). Then the LST values of four images covering the study area were compared and analyzed using the urban heat island ratio index (URI). Results show that the URI value of this area increased from 0.120 of 2014 to 0.185 of 2017 after the construction of Daxing Airport, indicating that the urban surface heat island effect in this area greatly increased. Additionally, the URI value of this area increased from 0.153 of 2019 to 0.206 of 2021 after the operation of Daxing Airport, indicating that the surface urban heat island effect in this area further increased. Therefore, we infer that this effect is closely related to airport construction and operation. Afterward, the random forest classification algorithm is used to classify land types based on pixels, and then the relationship between URI and land classification types was discussed. It is found that before the construction of Daxing Airport, both dark buildings and bare land contribute significantly to the thermal environment of the airport. After the completion of Daxing Airport, the contribution model was changed to high-reflectivity buildings and bright soil. The thermal pollution generated by the airport has a greater impact on the ground objects within the range of 7.5 km, and a relatively smaller impact on the ground objects outside the range of 9.5 km. Our results can provide a valuable reference for the study of the thermal environment caused by human activities. |
| first_indexed | 2024-12-14T18:21:51Z |
| format | Article |
| id | doaj.art-c20434da7a0142fbb16327fd4aeaf23a |
| institution | Directory Open Access Journal |
| issn | 0147-6513 |
| language | English |
| last_indexed | 2024-12-14T18:21:51Z |
| publishDate | 2022-06-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Ecotoxicology and Environmental Safety |
| spelling | doaj.art-c20434da7a0142fbb16327fd4aeaf23a2022-12-21T22:52:02ZengElsevierEcotoxicology and Environmental Safety0147-65132022-06-01237113521Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat islandJikang Wan0Bin Yong1Xiaofeng Zhou2State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 211100, China; College of Computer and Information, Hohai University, Nanjing 211100, ChinaState Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering, Hohai University, Nanjing 211100, China; Corresponding author.College of Computer and Information, Hohai University, Nanjing 211100, ChinaWith the rapid development of China's economy and the continuous improvement of people's living standards, large-scale infrastructure constructions (LSICs) are also increasing rapidly. LSICs with impervious surfaces have increasingly resulted in replacing natural landscapes, altering surface radiation, thermal properties, and humidity in urban areas. To study the environmental thermal changes of Beijing Daxing International Airport before and after its construction and operation, four Landsat-8 images (from the year of 2014, 2017, 2019, and 2021) were used to calculate the land surface temperature (LST). Then the LST values of four images covering the study area were compared and analyzed using the urban heat island ratio index (URI). Results show that the URI value of this area increased from 0.120 of 2014 to 0.185 of 2017 after the construction of Daxing Airport, indicating that the urban surface heat island effect in this area greatly increased. Additionally, the URI value of this area increased from 0.153 of 2019 to 0.206 of 2021 after the operation of Daxing Airport, indicating that the surface urban heat island effect in this area further increased. Therefore, we infer that this effect is closely related to airport construction and operation. Afterward, the random forest classification algorithm is used to classify land types based on pixels, and then the relationship between URI and land classification types was discussed. It is found that before the construction of Daxing Airport, both dark buildings and bare land contribute significantly to the thermal environment of the airport. After the completion of Daxing Airport, the contribution model was changed to high-reflectivity buildings and bright soil. The thermal pollution generated by the airport has a greater impact on the ground objects within the range of 7.5 km, and a relatively smaller impact on the ground objects outside the range of 9.5 km. Our results can provide a valuable reference for the study of the thermal environment caused by human activities.http://www.sciencedirect.com/science/article/pii/S014765132200361XLarge-scale infrastructure constructionLand surface temperatureRemote sensingUrban heat island ratio indexLand classification typesEnvironmental safety |
| spellingShingle | Jikang Wan Bin Yong Xiaofeng Zhou Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island Ecotoxicology and Environmental Safety Large-scale infrastructure construction Land surface temperature Remote sensing Urban heat island ratio index Land classification types Environmental safety |
| title | Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island |
| title_full | Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island |
| title_fullStr | Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island |
| title_full_unstemmed | Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island |
| title_short | Spatial and temporal analysis of the increasing effects of large-scale infrastructure construction on the surface urban heat island |
| title_sort | spatial and temporal analysis of the increasing effects of large scale infrastructure construction on the surface urban heat island |
| topic | Large-scale infrastructure construction Land surface temperature Remote sensing Urban heat island ratio index Land classification types Environmental safety |
| url | http://www.sciencedirect.com/science/article/pii/S014765132200361X |
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