Modeling of Anthropogenic Heat Flux Using HJ-1B Chinese Small Satellite Image: A Study of Heterogeneous Urbanized Areas in Hong Kong

Man Sing Wong, Jinxin Yang, Janet Elizabeth Nichol, Qihao Weng, Massimo Menenti, P. W. Chan

Research output: Journal article publicationJournal articleAcademic researchpeer-review

30 Citations (Scopus)

Abstract

Anthropogenic heat is the heat flux generated by human activities and is a major contributor to the formation of an urban heat island. In a city such as Hong Kong, obtaining pure pixels from medium- or coarse-resolution remote sensing images is challenging. Considering the completely different thermal properties of vegetation and impervious surfaces, this letter developed a novel algorithm to estimate anthropogenic heat fluxes by decomposing image pixels into fractions of impervious surfaces and vegetation, and by estimating the total heat flux for the mixed pixel. The Chinese small satellite HJ-1B images with a spatial resolution of 30 and 300 m for visible and thermal wavebands, respectively, and the temporal resolution of four days were used for the heat flux modeling. Results show that anthropogenic heat fluxes in Hong Kong are correlated to the building density and the building height, with r2= 0.92 and 0.58 on October 11, 2012 and r2= 0.94 and 0.62 on January 13, 2013, respectively. The average anthropogenic heat fluxes in urban areas are 289.16 and 283.17 W/m2on October 11, 2012 and on January 13, 2013, respectively, and the commercial areas emit the largest anthropogenic heat fluxes around 500-600 W/m2compared with other land-use types. The derived anthropogenic heat fluxes can help in planning and environmental authorities to pinpoint "hot-spot" areas, and they can be used for compliance monitoring.
Original languageEnglish
Article number7081512
Pages (from-to)1466-1470
Number of pages5
JournalIEEE Geoscience and Remote Sensing Letters
Volume12
Issue number7
DOIs
Publication statusPublished - 1 Jul 2015

Keywords

  • Energy balance model
  • heat flux
  • mixed pixel
  • small satellite
  • urban areas

ASJC Scopus subject areas

  • Geotechnical Engineering and Engineering Geology
  • Electrical and Electronic Engineering

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