359
Views
11
CrossRef citations to date
0
Altmetric
Articles

Robustness of satellite-derived land surface parameters to urban land surface temperature

, , &
Pages 1858-1874 | Received 28 Nov 2017, Accepted 18 May 2018, Published online: 26 Sep 2018

References

  • Amiri, R., Q. H. Weng, A. Alimohammadi, and S. K. Alavipanah. 2009. “Spatial–Temporal Dynamics of Land Surface Temperature in Relation to Fractional Vegetation Cover and Land Use/Cover in the Tabriz Urban Area, Iran.” Remote Sensing of Environment 113 (12): 2606–2617. doi:10.1016/j.rse.2009.07.021.
  • Artis, D. A., and W. H. Carnahan. 1982. “Survey of Emissivity Variability in Thermography of Urban Areas.” Remote Sensing of Environment 12 (4): 313–329. doi:10.1016/0034-4257(82)90043-8.
  • Beijing, S. B. 2011. Beijing Statistical Yearbook 2010. Beijing: China Statistics Press.
  • Berardi, U., and Y. Wang. 2016. “The Effect of a Denser City over the Urban Microclimate: The Case of Toronto.” Sustainability 8 (8): 1–11. doi:10.3390/su8080822.
  • Brunsell, N. A. 2006. “Characterization of Land-Surface Precipitation Feedback Regimes with Remote Sensing.” Remote Sensing of Environment 100 (2): 200–211. doi:10.1016/j.rse.2005.10.025.
  • Chen, A. L., L. Yao, R. H. Sun, and L. D. Chen. 2014. “How Many Metrics are Required to Identify the Effects of the Landscape Pattern on Land Surface Temperature?” Ecological Indicators 45 (1): 424–433. doi:10.1016/j.ecolind.2014.05.002.
  • Chen, X. L., H. M. Zhao, P. X. Li, and Z. Y. Yin. 2006. “Remote Sensing Image-Based Analysis of the Relationship between Urban Heat Island and Land Use/Cover Changes.” Remote Sensing of Environment 104 (2): 133–146. doi:10.1016/j.rse.2005.11.016.
  • Chen, Y. H., J. Wang, and X. B. Li. 2002. “A Study on Urban Thermal Field in Summer Based on Satellite Remote Sensing.” Remote Sensing for Land and Resources 14 (4): 55–59.
  • Chistoforou, C. S., L. G. Salmon, and M. P. Hannigan. 2000. “Trends in Fine Particle Concentration and Chemical Composition in Southern California.” Journal of the Air & Waste Management Association 50: 43–53. doi:10.1080/10473289.2000.10463985.
  • Christen, A., and R. Voogt. 2004. “Energy and Radiation Balance of a Central European City.” International Journal of Climatology 24 (11): 1395–1421. doi:10.1002/joc.1074.
  • Crist, E. P., R. Laurin, and R. C. Cicone. 1986. “Vegetation and Soils Information Contained in Transformed Thematic Mapper Data.” Proceedings of IGARSS 86 (Symposium): 1986.
  • De Beurs, K. M., and G. M. Henebry. 2005. “Land Surface Phenology and Temperature Variation in the International Geosphere-Biosphere Program High-Latitude Transects.” Global Change Biology 11 (5): 779–790. doi:10.1111/gcb.2005.11.issue-5.
  • Feng, C., Y. Song, and P. Chan. 2017. “Challenges to Quantitative Applications of Landsat Observations for the Urban Thermal Environment.” Journal of Environmental Sciences 59 (9): 80–88. doi:10.1016/j.jes.2017.02.009.
  • Gallo, K. P., and T. W. Owen. 1998. “Assessment of Urban Heat Islands: A Multi-Sensor Perspective for the Dallas-Ft. Worth, USA Region.” Geocarto International 13 (4): 35–41. doi:10.1080/10106049809354662.
  • Huete, A. R. 1988. “A Soil - Adjusted Vegetation Index (SAVI).” Remote Sensing of Environment 25: 53–70. doi:10.1016/0034-4257(88)90106-X.
  • Kondoh, A., and J. Nishiyama. 2000. “Changes in Hydrological Cycle Due to Urbanization in the Suburb of Tokyo Metropolitan Area, Japan.” Advances in Space Research 26 (7): 1173–1176. doi:10.1016/S0273-1177(99)01143-6.
  • Li, Z. L., B. H. Tang, H. Wu, H. Ren, G. Yan, and Z. Wan. 2013. “Satellite-Derived Land Surface Temperature: Current Status and Perspectives.” Remote Sensing of Environment 131 (131): 14–37. doi:10.1016/j.rse.2012.12.008.
  • Liang, S. 2001. “Narrowband to Broadband Conversions of Land Surface Albedo. I-Algorithms.” Remote Sensing of Environment 76 (2): 213–238. doi:10.1016/S0034-4257(00)00205-4.
  • Lu, D., P. Mausel, E. Brondizio, and E. Moran. 2002. “Assessment of Atmospheric Correction Methods for Landsat TM Data Applicable to Amazon Basinlba Research.” International Journal of Remote Sensing 23 (13): 2651–2671. doi:10.1080/01431160110109642.
  • Nichol, J., and M. S. Wong. 2005. “Modeling Urban Environmental Quality in a Tropical City.” Landscape and Urban Planning 73 (1): 49–58. doi:10.1016/j.landurbplan.2004.08.004.
  • Nichol, J. E. 1994. “A GIS-based Approach to Microclimate Monitoring in Singapore’s High-Rise Housing Estates.” Photo Grammetric Engineering and Remote Sensing 60 (10): 1225–1232.
  • Oke, T. R. 1998. “The Urban Energy Balance.” Progress in Physical Geography 12 (4): 471–508. doi:10.1177/030913338801200401.
  • Qiao, Z., G. J. Tian, and L. Xiao. 2013. “Diurnal and Seasonal Impacts of Urbanization on the Urban Thermal Environment: A Case Study of Beijing Using MODIS Data.” ISPRS Journal of Photogrammetry and Remote Sensing 85: 93–101. doi:10.1016/j.isprsjprs.2013.08.010.
  • Qiao, Z., G. J. Tian, L. X. Zhang, and X. L. Xu. 2014. “Influences of Urban Expansion on Urban Heat Island in Beijing during 1989 ~ 2010.” Advances in Meteorology Article ID 187169: 1–11.
  • Qiao, Z., X. L. Xu, F. Wu, W. Luo, F. Wang, L. Liu, and Z. Y. Sun. 2017. “Urban Ventilation Network Model: A Case Study of the Core Zone of Capital Function in Beijing Metropolitan Area.” Journal of Cleaner Production 168: 526–535. doi:10.1016/j.jclepro.2017.09.006.
  • Rao, P. K. 1972. “Remote Sensing of Urban “Heat Islands” from an Environmental Satellite.” Bulletin of the American Meteorological Society 53: 647–648.
  • Rizwan, A. M., Y. C. Dennis, and C. Liu. 2008. “A Review on the Generation, Determination and Mitigation of Urban Heat Island.” Journal of Environmental Sciences 20 (1): 120–128. doi:10.1016/S1001-0742(08)60019-4.
  • Sobrino, J. A., R. Oltra-Carrió, G. Sòria, R. Bianchi, and M. Paganini. 2012. “Impact of Spatial Resolution and Satellite Overpass Time on Evaluation of the Surface Urban Heat Island Effects.” Remote Sensing of Environment 117: 50–56. doi:10.1016/j.rse.2011.04.042.
  • Streutker, D. R. 2002. “A Remote Sensing Study of the Urban Heat Island of Houston, Texas.” International Journal of Remote Sensing 23 (13): 2595–2608. doi:10.1080/01431160110115023.
  • Sun, R., and L. Chen. 2017. “Effects of Green Space Dynamics on Urban Heat Islands: Mitigation and Diversification.” Ecosystem Services 23: 38–46. doi:10.1016/j.ecoser.2016.11.011.
  • Tang, B. H., Y. Y. Bi, Z. L. Li, and J. Xia. 2008. “Generalized Split-Window Algorithm for Estimate of Land Surface Temperature from Chinese Geostationary FengYun Meteorological Satellite (FY–2C) Data.” Sensors 8 (2): 933–951. doi:10.3390/s8020933.
  • Tang, B. H., K. Shao, Z. L. Li, H. Wu, F. Nerry, and G. Zhou. 2015b. “Estimation and Validation of Land Surface Temperatures from Chinese Second-Generation Polar-Orbit Fy-3a Virr Data.” Remote Sensing 7 (3): 3250–3273. doi:10.3390/rs70303250.
  • Tang, B. H., K. Shao, Z. L. Li, H. Wu, and R. Tang. 2015a. “An Improved Ndvi-Based Threshold Method for Estimating Land Surface Emissivity Using Modis Satellite Data.” International Journal of Remote Sensing 36 (19–20): 4864–4878. doi:10.1080/01431161.2015.1040132.
  • Tian, G. J., J. G. Wu, and Z. F. Yang. 2010. “Spatial Pattern of Urban Functions in the Beijing Metropolitan Region.” Habitat International 34 (2): 249–255. doi:10.1016/j.habitatint.2009.09.010.
  • Voogt, J. A., and T. R. Oke. 2003. “Thermal Remote Sensing of Urban Climates.” Remote Sensing of Environment 86 (3): 370–384. doi:10.1016/S0034-4257(03)00079-8.
  • Wang, K., J. Wang, P. Wang, M. Sparrow, J. Yang, and H. Chen. 2007. “Influences of Urbanization on Surface Characteristics as Derived from the Moderate-Resolution Imaging Spectroradiometer: A Case Study for the Beijing Metropolitan Region.” Journal of Geophysical Research Atmospheres 12: 1–12.
  • Weng, Q. H. 2003. “Fractal Analysis of the Satellite - Detected Urban Heat Island Effect.” Photogrammetric Engineering and Remote Sensing 5: 555–566. doi:10.14358/PERS.69.5.555.
  • Weng, Q. H. 2009. “Thermal Infrared Remote Sensing for Urban Climate and Environmental Studies: Methods, Applications, and Trends.” ISPRS Journal of Photogrammetry and Remote Sensing 64: 335–344. doi:10.1016/j.isprsjprs.2009.03.007.
  • Weng, Q. H., D. S. Lu, and J. Schubring. 2004. “Estimation of LST–Vegetation Abundance Relationship for Urban Heat Island Studies.” Remote Sensing of Environment 89 (4): 467–483. doi:10.1016/j.rse.2003.11.005.
  • Xia, X. A., H. B. Chen, and P. C. Wang. 2006. “Variation of Column-Integrated Aerosol Properties in a Chinese Urban Region.” Journal of Geophysical Research: Atmospheres 118 (13): 6869–7425.
  • Xiao, R. B., Z. Ouyang, H. Zheng, W. F. Li, E. W. Schienke, and X. K. Wang. 2007. “Spatial Pattern of Impervious Surface and Their Impacts on Land Surface Temperature in Beijing, China.” Journal of Environmental Sciences 19 (2): 250–256. doi:10.1016/S1001-0742(07)60041-2.
  • Xu, L. Y., X. D. Xie, and S. Li. 2013. “Correlation Analysis of the Urban Heat Island Effect and the Spatial and Temporal Distribution of Atmospheric Particulates Using TM Images in Beijing.” Environmental Pollution 178: 102–114. doi:10.1016/j.envpol.2013.03.006.
  • Xu, S. 2009. “An Approach to Analyzing the Intensity of the Daytime Surface Urban Heat Island Effect at a Local Scale.” Environmental Monitoring and Assessment 151 (1–4): 289–300. doi:10.1007/s10661-008-0270-1.
  • Yang, J., J. R. Su, J. H. Xia, C. Jin, X. M. Li, and Q. S. Ge. 2018. “The Influence of Urban Architectural Spatial Form on the Urban Thermal Environment — A Case Study of the Zhongshan District of Dalian, China.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 1–8. doi:10.1109/JSTARS.2018.2808469.
  • Yang, J., J. Sun, Q. S. Ge, and X. Li. 2017. “Assessing the Impacts of Urbanization-Associated Green Space on Urban Land Surface Temperature: A Case Study of Dalian, China.” Urban Forestry & Urban Greening 22: 1–10. doi:10.1016/j.ufug.2017.01.002.
  • Yuan, F., and M. E. Bauer. 2007. “Comparison of Impervious Surface Area and Normalized Difference Vegetation Index as Indicators of Surface Urban Heat Island Effects in Landsat Imagery.” Remote Sensing of Environment 106 (3): 375–386. doi:10.1016/j.rse.2006.09.003.
  • Zhang, D. M., X. Gong, and L. Peng. 2009. “Estimating Geostatistics Variogram Parameters Based on Hybrid Orthogonal Differential Evolution Algorithm.” International Symposium on Advances in Computation and Intelligence Springer-Verlag 171–179.
  • Zhang, J. H., Y. Y. Hou, G. C. Li, H. Yan, L. M. Yang, and F. M. Yao. 2005. “The Diurnal and Seasonal Characteristics of Urban Heat Island Variation in Beijing City and Surrounding Areas and Impact Factors Based on Remote Sensing Satellite Data.” Science in China Series D-Earth Sciences 48: 220–229.

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.