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dc.contributor.authorZhou, Yulun
dc.contributor.authorHuang, Bo
dc.contributor.authorWang, Jionghua
dc.contributor.authorChen, Bin
dc.contributor.authorKong, Hui
dc.contributor.authorNorford, Leslie Keith
dc.date.accessioned2021-10-18T14:20:07Z
dc.date.available2021-10-18T14:20:07Z
dc.date.issued2019-09
dc.identifier.issn0013-936X
dc.identifier.issn1520-5851
dc.identifier.urihttps://hdl.handle.net/1721.1/133019
dc.description.abstractCopyright © 2019 American Chemical Society. Urban growth comes with significant warming impacts and related increases in air pollution concentrations, so many cities have implemented growth management to minimize "sprawl" and its environmental consequences. However, controlling the amount of growth is costly. Therefore, in this Article, we focus on urban warming and investigate whether climate-conscious urban growth planning (CUGP), that is, urban growth with the same magnitude but optimized spatial arrangements, brings significant mitigation effects. First, the classical spatial multiobjective land-use optimization (SMOLA) model is improved by integrating the spatially, diurnally, and compositionally varying associations between land-use and their warming impacts. We then solve the improved model using the nondominated genetic algorithm (NSGA-II) to generate urban growth plans with minimal warming impacts and minimal cost of change without reducing the amount of urban growth. Results show that climate-conscious urban growth brings 33.3 ± 4.6% less warming impacts as compared to unplanned urban growth in Shenzhen, China, and suggest a compact and spatially equalized development pattern. This study provides evidence that spatial planning tools such as the CUGP can help mitigate human impacts on the environment. Meanwhile, the improved SMOLA model could be applied to balance urban development and other environmental consequences such as air pollution.en_US
dc.language.isoen
dc.publisherAmerican Chemical Society (ACS)en_US
dc.relation.isversionofhttp://dx.doi.org/10.1021/acs.est.9b01645en_US
dc.rightsCreative Commons Attribution-Noncommercial-Share Alikeen_US
dc.rights.urihttp://creativecommons.org/licenses/by-nc-sa/4.0/en_US
dc.sourceOther repositoryen_US
dc.titleClimate-Conscious Urban Growth Mitigates Urban Warming: Evidence from Shenzhen, Chinaen_US
dc.typeArticleen_US
dc.identifier.citationZhou, Yulun, Huang, Bo, Wang, Jionghua, Chen, Bin, Kong, Hui et al. 2019. "Climate-Conscious Urban Growth Mitigates Urban Warming: Evidence from Shenzhen, China." Environmental Science and Technology, 53 (20).
dc.contributor.departmentSingapore-MIT Alliance in Research and Technology (SMART)en_US
dc.relation.journalEnvironmental Science and Technologyen_US
dc.eprint.versionAuthor's final manuscripten_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2021-05-10T18:07:43Z
dspace.orderedauthorsZhou, Y; Huang, B; Wang, J; Chen, B; Kong, H; Norford, Len_US
dspace.date.submission2021-05-10T18:07:44Z
mit.journal.volume53en_US
mit.journal.issue20en_US
mit.licenseOPEN_ACCESS_POLICY
mit.metadata.statusPublication Information Neededen_US


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