0
Views
0
CrossRef citations to date
0
Altmetric
Research Article

A new two-step estimation approach for retrieving surface urban heat island intensity and footprint based on urban-rural temperature gradients

&
Received 15 Nov 2023, Accepted 24 Jul 2024, Published online: 30 Jul 2024

References

  • Batty, M., and Sik Kim, K., 1992. Form follows function: reformulating urban population density functions. Urban Studies, 29 (7), 1043–1069.
  • Cao, C., et al., 2016. Urban heat islands in China enhanced by haze pollution. Nature Communications, 7 (1), 12509.
  • Cao, Q., et al., 2018. Impacts of future urban expansion on summer climate and heat-related human health in eastern China. Environment International, 112, 134–146.
  • Cao, X., et al., 2010. Quantifying the cool island intensity of urban parks using ASTER and IKONOS data. Landscape and Urban Planning, 96 (4), 224–231.
  • Carnahan, W.H., and Larson, R.C., 1990. An analysis of an urban heat sink. Remote Sensing of Environment, 33 (1), 65–71.
  • Carrillo-Niquete, G.A., et al., 2022. Characterizing spatial and temporal deforestation and its effects on surface urban heat islands in a tropical city using Landsat time series. Landscape and Urban Planning, 217, 104280.
  • Chun, B., and Guhathakurta, S., 2017. Daytime and nighttime urban heat islands statistical models for Atlanta. Environment and Planning B: Urban Analytics and City Science, 44 (2), 308–327.
  • Clark, C., 1951. Urban population densities. Journal of the Royal Statistical Society. Series A (General), 114 (4), 490–496.
  • Clinton, N., and Gong, P., 2013. MODIS detected surface urban heat islands and sinks: Global locations and controls. Remote Sensing of Environment, 134, 294–304.
  • Duan, S., et al., 2019. The impact of building operations on urban heat/cool islands under urban densification: A comparison between naturally-ventilated and air-conditioned buildings. Applied Energy, 235, 129–138.
  • Eugenio Pappalardo, S., Zanetti, C., and Todeschi, V., 2023. Mapping urban heat islands and heat-related risk during heat waves from a climate justice perspective: A case study in the municipality of Padua (Italy) for inclusive adaptation policies. Landscape and Urban Planning, 238, 104831.
  • Galán Díaz, J., Gutiérrez-Bustillo, A.M., and Rojo, J., 2023. Influence of urbanisation on the phenology of evergreen coniferous and deciduous broadleaf trees in Madrid (Spain). Landscape and Urban Planning, 235, 104760.
  • Gorelick, N., et al., 2017. Google Earth Engine: Planetary-scale geospatial analysis for everyone. Remote Sensing of Environment, 202, 18–27.
  • Grimm, N.B., et al., 2008. Global change and the ecology of cities. Science (New York, N.Y.), 319 (5864), 756–760.
  • Hamada, S., and Ohta, T., 2010. Seasonal variations in the cooling effect of urban green areas on surrounding urban areas. Urban Forestry & Urban Greening, 9 (1), 15–24.
  • Heaviside, C., Macintyre, H., and Vardoulakis, S., 2017. The urban heat island: implications for health in a changing environment. Current Environmental Health Reports, 4 (3), 296–305.
  • Hu, J., et al., 2022. Spatial patterns and temporal variations of footprint and intensity of surface urban heat island in 141 China cities. Sustainable Cities and Society, 77, 103585.
  • Imhoff, M.L., et al., 2010. Remote sensing of the urban heat island effect across biomes in the continental USA. Remote Sensing of Environment, 114 (3), 504–513.
  • Jiao, L., 2015. Urban land density function: A new method to characterize urban expansion. Landscape and Urban Planning, 139, 26–39.
  • Jones, P.D., Lister, D.H., and Li, Q., 2008. Urbanization effects in large-scale temperature records, with an emphasis on China. Journal of Geophysical Research: Atmospheres, 113 (D16), D16122.
  • Kalnay, E., and Cai, M., 2003. Impact of urbanization and land-use change on climate. Nature, 423 (6939), 528–531.
  • Khan, M.S., Ullah, S., and Chen, L., 2023. Variations in surface urban heat island and urban cool island intensity: a review across major climate zones. Chinese Geographical Science, 33 (6), 983–1000.
  • Krehbiel, C.P., Jackson, T., and Henebry, G.M., 2016. Web-enabled Landsat data time series for monitoring urban heat island impacts on land surface phenology. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9 (5), 2043–2050.
  • Li, J., Long, Y., and Dang, A., 2018. Live-Work-Play Centers of Chinese cities: Identification and temporal evolution with emerging data. Computers, Environment and Urban Systems, 71, 58–66.
  • Li, Y., et al., 2020. On the influence of density and morphology on the Urban Heat Island intensity. Nature Communications, 11 (1), 2647.
  • Liu, H., et al., 2021. Impacts of the evolving urban development on intra-urban surface thermal environment: evidence from 323 Chinese cities. The Science of the Total Environment, 771, 144810.
  • Liu, H., et al., 2023. Influence of non-urban reference delineation on trend estimate of surface urban heat island intensity: A comparison of seven methods. Remote Sensing of Environment, 296, 113735.
  • Manoli, G., et al., 2019. Magnitude of urban heat islands largely explained by climate and population. Nature, 573 (7772), 55–60.
  • Naserikia, M., et al., 2022. Background climate modulates the impact of land cover on urban surface temperature. Scientific Reports, 12 (1), 15433.
  • Oke, T.R., 1987. Boundary layer climates. 2nd ed. London: Methuen.
  • Oke, T.R., et al., 2017. Urban climates. Cambridge: Cambridge University Press.
  • Orkomi, A.A., and Ameri, M., 2024. Investigating the intensity of urban heat island and the impacts of local climate using verified WRF data: A case study of Rasht, Northern Iran. Sustainable Cities and Society, 106, 105405.
  • Peng, J., et al., 2018. Spatial-temporal change of land surface temperature across 285 cities in China: An urban-rural contrast perspective. The Science of the Total Environment, 635, 487–497.
  • Peng, J., et al., 2020. Quantifying spatial morphology and connectivity of urban heat islands in a megacity: A radius approach. The Science of the Total Environment, 714, 136792.
  • Peng, S., et al., 2012. Surface urban heat island across 419 global big cities. Environmental Science & Technology, 46 (2), 696–703.
  • Phelan, P.E., et al., 2015. Urban Heat Island: Mechanisms, Implications, and Possible Remedies. Annual Review of Environment and Resources, 40 (1), 285–307.
  • Qiao, Z., et al., 2019. Determining the boundary and probability of surface urban heat island footprint based on a logistic model. Remote Sensing, 11 (11), 1368.
  • Quan, J., et al., 2014. Multi-temporal trajectory of the urban heat island centroid in Beijing, China based on a Gaussian volume model. Remote Sensing of Environment, 149, 33–46.
  • Rizwan, A.M., Dennis, L.Y.C., and Liu, C., 2008. A review on the generation, determination and mitigation of Urban Heat Island. Journal of Environmental Sciences, 20 (1), 120–128.
  • Royé, D., et al., 2020. Heat wave intensity and daily mortality in four of the largest cities of Spain. Environmental Research, 182, 109027.
  • Sadeghi, M., et al., 2022. The health benefits of greening strategies to cool urban environments–A heat health impact method. Building and Environment, 207, 108546.
  • Schwarz, L., et al., 2020. The health burden of fall, winter and spring extreme heat events in Southern California and contribution of Santa Ana Winds. Environmental Research Letters, 15 (5), 054017.
  • Si, M., et al., 2022. Spatiotemporal pattern and long-term trend of global surface urban heat islands characterized by dynamic urban-extent method and MODIS data. ISPRS Journal of Photogrammetry and Remote Sensing, 183, 321–335.
  • Stewart, I.D., 2011. A systematic review and scientific critique of methodology in modern urban heat island literature. International Journal of Climatology, 31 (2), 200–217.
  • Stone, B., 2007. Urban and rural temperature trends in proximity to large US cities: 1951–2000. International Journal of Climatology, 27 (13), 1801–1807.
  • Streutker, D.R., 2003. Satellite-measured growth of the urban heat island of Houston, Texas. Remote Sensing of Environment, 85 (3), 282–289.
  • Turner, K.V., et al., 2022. More than surface temperature: mitigating thermal exposure in hyper-local land system. Journal of Land Use Science, 17 (1), 79–99.
  • Unger, J., Sümeghy, Z., and Zoboki, J., 2001. Temperature cross-section features in an urban area. Atmospheric Research, 58 (2), 117–127.
  • Wan, Z., Hook, S., and Hulley, G., 2015. MYD11A1 MODIS/Aqua land surface temperature/emissivity daily L3 global 1km SIN grid V006 [Data set]. NASA EOSDIS Land Processes Distributed Active Archive Center. Available from: https://doi.org/10.5067/MODIS/MYD11A1.006 [Accessed 27 Jul 2024].
  • Wang, W., and Shu, J., 2020. Urban renewal can mitigate urban heat islands. Geophysical Research Letters, 47 (6), e2019GL085948.
  • Wang, Z., 2022. Reconceptualizing urban heat island: Beyond the urban-rural dichotomy. Sustainable Cities and Society, 77, 103581.
  • Xia, C., 2024. Escaping environmental hazards? Human mobility in response to air pollution and extreme cold events. Annals of the American Association of Geographers, 114 (6), 1268–1290.
  • Xia, C., Zhang, A., and Yeh, A.G.O., 2022. The varying relationships between multidimensional urban form and urban vitality in Chinese megacities: Insights from a comparative analysis. Annals of the American Association of Geographers, 112 (1), 141–166.
  • Xiang, Y., et al., 2021. Seasonal variations of the dominant factors for spatial heterogeneity and time inconsistency of land surface temperature in an urban agglomeration of central China. Sustainable Cities and Society, 75, 103285.
  • Xu, Z., et al., 2016. Impact of heatwave on mortality under different heatwave definitions: A systematic review and meta-analysis. Environment International, 89-90, 193–203.
  • Yang, K., et al., 2022. RSEDM: A new rotational-scan exponential decay model for extracting the surface urban heat island footprint. Remote Sensing, 14 (14), 3505.
  • Yang, Q., et al., 2023. An adaptive synchronous extraction (ASE) method for estimating intensity and footprint of surface urban heat islands: A case study of 254 North American cities. Remote Sensing of Environment, 297, 113777.
  • Yang, Q., Huang, X., and Tang, Q., 2019. The footprint of urban heat island effect in 302 Chinese cities: Temporal trends and associated factors. The Science of the Total Environment, 655, 652–662.
  • Yang, X., et al., 2017. The urban cool island phenomenon in a high‐rise high‐density city and its mechanisms. International Journal of Climatology, 37 (2), 890–904.
  • Yao, R., et al., 2019. Greening in rural areas increases the surface urban heat island intensity. Geophysical Research Letters, 46 (4), 2204–2212.
  • Yao, R., et al., 2021. A robust method for filling the gaps in MODIS and VIIRS land surface temperature data. IEEE Transactions on Geoscience and Remote Sensing, 59 (12), 10738–10752.
  • Yao, R., et al., 2023. Global seamless and high-resolution temperature dataset (GSHTD), 2001–2020. Remote Sensing of Environment, 286, 113422.
  • Yao, R., et al., 2024. Estimation of the surface urban heat island intensity across 1031 global cities using the regression-modification-estimation (RME) method. Journal of Cleaner Production, 434, 140231.
  • Zhang, A., et al., 2021. How can the urban landscape affect urban vitality at the block level? A case study of 15 metropolises in China. Environment and Planning B: Urban Analytics and City Science, 48 (5), 1245–1262.
  • Zhang, K., et al., 2023. Increased heat risk in wet climate induced by urban humid heat. Nature, 617 (7962), 738–742.
  • Zhang, X., et al., 2004. The footprint of urban climates on vegetation phenology. Geophysical Research Letters, 31 (12), L12209.
  • Zhang, Z., et al., 2014. A 2010 update of National Land Use/Cover Database of China at 1: 100000 scale using medium spatial resolution satellite images. Remote Sensing of Environment, 149, 142–154.
  • Zhao, L., et al., 2014. Strong contributions of local background climate to urban heat islands. Nature, 511 (7508), 216–219.
  • Zhao, L., et al., 2018. Interactions between urban heat islands and heat waves. Environmental Research Letters, 13 (3), 034003.
  • Zhao, M., et al., 2016. Influence of urban expansion on the urban heat island effect in Shanghai. International Journal of Geographical Information Science, 30 (12), 2421–2441.
  • Zhou, D., et al., 2014. Surface urban heat island in China’s 32 major cities : Spatial patterns and drivers. Remote Sensing of Environment, 152, 51–61.
  • Zhou, D., et al., 2015. The footprint of urban heat island effect in China. Scientific Reports, 5 (1), 11160.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.