Estimation of the relationship between remotely sensed anthropogenic heat discharge and building energy use

ISPRS Journal of Photogrammetry and Remote Sensing

Volumn 67, Issue 1, 2012, Pages 65-72

  Zhou, Yuyu ^a   Weng, Qihao ^b   Gurney, Kevin R ^c   Shuai, Yanmin ^d,e   Hu, Xuefei ^f  

^a PACIFIC NORTHWEST NATIONAL LABORATORY   (United States)

^b INDIANA STATE UNIVERSITY   (United States)

^c ARIZONA STATE UNIVERSITY   (United States)

^d Earth Resources Technology Inc   (United States)

^e NASA GODDARD SPACE FLIGHT CENTER   (United States)

^f EMORY UNIVERSITY   (United States)

Author keywords

Anthropogenic heat discharge; Building energy use; Multi scale; Urban heat island; Urban remote sensing

Indexed keywords

ANTHROPOGENIC HEAT DISCHARGE; BUILDING ENERGY USE; MULTISCALES; URBAN HEAT ISLAND; URBAN REMOTE SENSING;

ATMOSPHERIC TEMPERATURE; CARBON DIOXIDE; COMPUTER SIMULATION; ENERGY BALANCE; INTERFACIAL ENERGY; METEOROLOGY; OFFICE BUILDINGS; SURFACE CHEMISTRY; SURVEYS;

REMOTE SENSING;

ALBEDO; BUILDING; CARBON DIOXIDE; CARBON EMISSION; DATA SET; ENERGY BALANCE; ENERGY USE; ESTIMATION METHOD; FOSSIL FUEL; GIS; HEAT FLUX; HEAT ISLAND; HUMAN ACTIVITY; LAND COVER; LAND SURFACE; METEOROLOGY; PARAMETERIZATION; QUANTITATIVE ANALYSIS; REMOTE SENSING; SPATIAL ANALYSIS; SPATIAL DISTRIBUTION; SURFACE TEMPERATURE; URBAN AREA;

INDIANA; INDIANAPOLIS; UNITED STATES;

EID: 81255138312     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2011.10.007     Document Type: Article

References (39)

1. Allen R.G., Pereira L.S., Raes D., Smith M. Crop Evapotranspiration Guidelines for Computing Crop Water Requirements 1998, Food and Agriculture Organization, Rome, Italy.
2. Bastiaanssen W.G.M., Menenti M., Feddes R.A., Holtslag A.A.M. A remote sensing surface energy balance algorithm for land (SEBAL). Part 1: Formulation. Journal of Hydrology 1998, 212-213:198-212.
3. Bastiaanssen W.G.M., Pelgrum H., Wang J., Ma Y., Moreno J.F., Roerink G.J., van der Wal T. A remote sensing surface energy balance algorithm for land (SEBAL). Part 2: Validation. Journal of Hydrology 1998, 212-213:213-229.
4. Belan B., Pelymskii O., Uzhegova N. Study of the anthropogenic component of urban heat balance. Atmospheric and Oceanic Optics 2009, 22(4):441-445.
5. French A.N., Jacob F., Anderson M.C., Kustas W.P., Timmermans W., Gieske A., Su Z., Su H., McCabe M.F., Li F., Prueger J., Brunsell N. Surface energy fluxes with the advanced spaceborne thermal emission and reflection radiometer (ASTER) at the Iowa 2002 SMACEX site (USA). Remote Sensing of Environment 2005, 99(1-2):55-65.
6. Gillespie, A., Rokugawa, S., Hook, S., Matsunaga, T., Kahle, A., 1999. Temperature/emissivity separation algorithm theoretical basis document (version 2.4), (accessed 14.8.2011). http://eospso.gsfc.nasa.gov/eos_homepage/for_scientists/atbd/docs/ASTER/atbd-ast-03.pdf.
7. Heiple S., Sailor D.J. Using building energy simulation and geospatial modeling techniques to determine high resolution building sector energy consumption profiles. Energy and Buildings 2008, 40(8):1426-1436.
8. Homer C., Huang C., Yang L., Wylie B., Coan M. Development of a 2001 National Land-Cover Database for the United States. Photogrammetric Engineering and Remote Sensing 2004, 70(7):829-840.
9. Huang Y.J., Akbari H., Rainer L., Ritschard R. 481 Prototypical Commercial Buildings for 20 Urban Market Areas 1991, Lawrence Berkeley Laboratory, Berkeley, CA, USA.
10. Ichinose T., Shimodozono K., Hanaki K. Impact of anthropogenic heat on urban climate in Tokyo. Atmospheric Environment 1999, 33(24-25):3897-3909.
11. Kato S., Yamaguchi Y. Analysis of urban heat-island effect using ASTER and ETM+ data: separation of anthropogenic heat discharge and natural heat radiation from sensible heat flux. Remote Sensing of Environment 2005, 99(1-2):44-54.
12. Kato S., Yamaguchi Y., Liu C.-C., Sun C.-Y. Surface heat balance analysis of Tainan City on March 6, 2001 using ASTER and Formosat-2 data. Sensors 2008, 8(9):6026-6044.
13. Klysik K. Spatial and seasonal distribution of anthropogenic heat emissions in Lodz, Poland. Atmospheric Environment 1996, 30(20):3397-3404.
14. Lee S.H., Song C.K., Baik J.J., Park S.U. Estimation of anthropogenic heat emission in the Gyeong-In region of Korea. Theoretical and Applied Climatology 2009, 96(3):291-303.
15. Masek J.G., Vermote E.f., Saleous N., Wolfe R., Hall F.G., Huemmrich F., Gao F., Kutler J., Lim T.K. A Land surface reflectance data set for North America, 1990-2000. Geoscience and Remote Sensing Letters 2006, 3(1):68-72.
16. Masson V., Grimmond C.S.B., Oke T.R. Evaluation of the town energy balance (TEB) scheme with direct measurements from dry districts in two cities. Journal of Applied Meteorology 2002, 41(10):1011-1026.
17. National Weather Service, 2002. Climatological normals for the period 1971-2000, (accessed 15.8.2011). http://www.crh.noaa.gov/ind/print_localdata.php?loc=txtdat&data=climatenormals.txt.
18. Oke T.R. The urban energy balance. Progress in Physical Geography 1988, 12(4):471-508.
19. Oke T.R., Spronken-Smith R.A., Jáuregui E., Grimmond C.S.B. The energy balance of central Mexico City during the dry season. Atmospheric Environment 1999, 33(24-25):3919-3930.
20. Pigeon G., Legain D., Durand P., Masson V. Anthropogenic heat release in an old European agglomeration (Toulouse, France). International Journal of Climatology 2007, 27(14):1969-1981.
21. Pigeon G., Moscicki M.A., Voogt J.A., Masson V. Simulation of fall and winter surface energy balance over a dense urban area using the TEB scheme. Meteorology and Atmospheric Physics 2008, 102(3):159-171.
22. Sailor D.J. A review of methods for estimating anthropogenic heat and moisture emissions in the urban environment. International Journal of Climatology 2011, 31:189-199. (Special Issue).
23. Sailor D.J., Lu L. A top-down methodology for developing diurnal and seasonal anthropogenic heating profiles for urban areas. Atmospheric Environment 2004, 38(17):2737-2748.
24. Schaaf C.B., Gao F., Strahler A.H., Lucht W., Li X.W., Tsang T., Strugnell N.C., Zhang X.Y., Jin Y.F., Muller J.P., Lewis P., Barnsley M., Hobson P., Disney M., Roberts G., Dunderdale M., Doll C., D'entremont R.P., Hu B.X., Liang S.L., Privette J.L., Roy D. First operational BRDF albedo nadir reflectance products from MODIS. Remote Sensing of Environment 2002, 83(1-2):135-148.
25. Schmugge T.J., Kustas W.P., Humes K.S. Monitoring land surface fluxes using ASTER observations. IEEE Transactions on Geoscience and Remote Sensing 1998, 36(5):1421-1430.
26. Shuai Y., Masek J.G., Gao F., Schaaf C.B. An algorithm for the retrieval of 30-m snow-free albedo from Landsat surface reflectance and MODIS BRDF. Remote Sensing of Environment 2011, 115(9):2204-2216.
27. Shuai Y., Schaaf C.B., Strahler A.H., Liu J., Jiao Z. Quality assessment of BRDF/albedo retrievals in MODIS operational system. Geophysical Research Letter 2008, 35:L05407.
28. Snyder W.C., Wan Z., Zhang Y., Feng Y.-Z. Classification-based emissivity for land surface temperature measurement from space. International Journal of Remote Sensing 1998, 19(14):2753-2774.
29. Taha H. Urban climates and heat islands: albedo, evapotranspiration, and anthropogenic heat. Energy and Buildings 1997, 25(2):99-103.
30. US Department of Energy, 2009. eQUEST, (accessed 15.8.2011). http://www.doe2.com.
31. US Energy Information Administration Residential Energy Consumption Survey 2001, Energy Information Administration, Washington, DC, USA.
32. US Energy Information Administration Commercial Building Energy Consumption Survey 2003, Energy Information Administration, Washington, DC, USA.
33. US Census Bureau, 2009. Annual Estimates of the Resident Population for Incorporated Places over 100,000, (accessed 15.8.2011). http://www.census.gov/popest/cities/SUB-EST2008.html.
34. van der Kwast J., Timmermans W., Gieske A., Su Z., Olioso A., Jia L., Elbers J., Karssenberg D., de Jong S. Evaluation of the surface energy balance system (SEBS) applied to ASTER imagery with flux-measurements at the SPARC 2004 site (Barrax, Spain). Hydrology and Earth System Sciences Discussion 2009, 6(1):1165-1196.
35. Voogt J.A., Oke T.R. Thermal remote sensing of urban climates. Remote Sensing of Environment 2003, 86(3):370-384.
36. Weng Q., Hu X. Medium spatial resolution satellite imagery for estimating and mapping. Urban Impervious Surfaces Using LSMA and ANN 2008, 46(8):2397-2406.
37. Weng Q., Hu X., Liu H. Estimating impervious surfaces using linear spectral mixture analysis with multitemporal ASTER images. International Journal of Remote Sensing 2009, 30(18):4807-4830.
38. Xu W., Wooster M.J., Grimmond C.S.B. Modelling of urban sensible heat flux at multiple spatial scales: a demonstration using airborne hyperspectral imagery of Shanghai and a temperature-emissivity separation approach. Remote Sensing of Environment 2008, 112(9):3493-3510.
39. Zhou Y., Gurney K. A new methodology for quantifying on-site residential and commercial fossil fuel CO2 emissions at the building spatial scale and hourly time scale. Carbon Management 2010, 1(1):45-56.