메뉴 건너뛰기




Volumn 115, Issue , 2015, Pages 777-790

Using remote sensing to quantify albedo of roofs in seven California cities, Part 1: Methods

Author keywords

Albedo; Cool roof; Heat island effect; Solar reflectance

Indexed keywords

AERIAL PHOTOGRAPHY; ATMOSPHERIC TEMPERATURE; CALIBRATION; CLIMATE CHANGE; GEOGRAPHICAL REGIONS; IMAGE RESOLUTION; INFRARED DEVICES; REFLECTION; REMOTE SENSING; SOLAR RADIATION;

EID: 84939962947     PISSN: 0038092X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.solener.2014.10.022     Document Type: Article
Times cited : (45)

References (63)
  • 1
    • 0037411233 scopus 로고    scopus 로고
    • Measured energy savings from the application of reflective roofs in two small non-residential buildings
    • Akbari H. Measured energy savings from the application of reflective roofs in two small non-residential buildings. Energy 2003, 28:953-967.
    • (2003) Energy , vol.28 , pp. 953-967
    • Akbari, H.1
  • 2
    • 84870579679 scopus 로고    scopus 로고
    • Global cooling updates: reflective roofs and pavements
    • Akbari H., Matthews H.D. Global cooling updates: reflective roofs and pavements. Energy Build. 2012, 55:2-6. 10.1016/j.enbuild.2012.02.055.
    • (2012) Energy Build. , vol.55 , pp. 2-6
    • Akbari, H.1    Matthews, H.D.2
  • 3
    • 0010606945 scopus 로고    scopus 로고
    • Characterizing the fabric of the urban environment: a case study of metropolitan Chicago, Illinois
    • Lawrence Berkeley National Laboratory Report LBNL-49275, Berkeley, CA.
    • Akbari, H., Rose, L.S., 2001a. Characterizing the fabric of the urban environment: a case study of metropolitan Chicago, Illinois. Lawrence Berkeley National Laboratory Report LBNL-49275, Berkeley, CA. <>. http://repositories.cdlib.org/lbnl/LBNL-49275.
    • (2001)
    • Akbari, H.1    Rose, L.S.2
  • 4
    • 0010606945 scopus 로고    scopus 로고
    • Characterizing the fabric of the urban environment: a case study of Salt Lake City, Utah
    • Lawrence Berkeley National Laboratory Report LBNL-47851, Berkeley, CA.
    • Akbari, H., Rose, L.S., 2001b. Characterizing the fabric of the urban environment: a case study of Salt Lake City, Utah. Lawrence Berkeley National Laboratory Report LBNL-47851, Berkeley, CA. <>. http://escholarship.org.
    • (2001)
    • Akbari, H.1    Rose, L.S.2
  • 5
    • 84859902504 scopus 로고    scopus 로고
    • Urban surfaces and heat island mitigation potentials
    • Akbari H., Rose L.S. Urban surfaces and heat island mitigation potentials. J. Hum. - Environ. Syst. 2008, 11:85-101.
    • (2008) J. Hum. - Environ. Syst. , vol.11 , pp. 85-101
    • Akbari, H.1    Rose, L.S.2
  • 7
    • 0003635558 scopus 로고
    • Cooling our communities: a guidebook on tree planting and light-colored surfacing
    • United States Environmental Protection Agency. Report number 22P.2001.
    • Akbari, H., Davis, S., Dorsano, S., Huang, J., 1992. Cooling our communities: a guidebook on tree planting and light-colored surfacing. United States Environmental Protection Agency. Report number 22P.2001. <>. http://escholarship.org.
    • (1992)
    • Akbari, H.1    Davis, S.2    Dorsano, S.3    Huang, J.4
  • 8
    • 0031102530 scopus 로고    scopus 로고
    • Peak power and cooling energy savings of high-albedo roofs
    • Akbari H., Bretz S., Taha H., Kurn D., Hanford J. Peak power and cooling energy savings of high-albedo roofs. Energy Build. 1997, 25:117-126.
    • (1997) Energy Build. , vol.25 , pp. 117-126
    • Akbari, H.1    Bretz, S.2    Taha, H.3    Kurn, D.4    Hanford, J.5
  • 9
    • 0010606945 scopus 로고    scopus 로고
    • Characterizing the fabric of the urban environment: a case study of Sacramento, California
    • Lawrence Berkeley National Laboratory Report LBNL-44688, Berkeley, CA.
    • Akbari, H., Rose, L.S., Taha, H., 1999. Characterizing the fabric of the urban environment: a case study of Sacramento, California. Lawrence Berkeley National Laboratory Report LBNL-44688, Berkeley, CA. doi:10.2172/764362.
    • (1999)
    • Akbari, H.1    Rose, L.S.2    Taha, H.3
  • 10
    • 0035055764 scopus 로고    scopus 로고
    • Cool surfaces and shade trees to reduce energy use and improve air quality in urban areas
    • Akbari H., Pomerantz M., Taha H. Cool surfaces and shade trees to reduce energy use and improve air quality in urban areas. Sol. Energy 2001, 70:295-310.
    • (2001) Sol. Energy , vol.70 , pp. 295-310
    • Akbari, H.1    Pomerantz, M.2    Taha, H.3
  • 11
    • 0037429630 scopus 로고    scopus 로고
    • Analyzing the land cover of an urban environment using high-resolution orthophotos
    • Akbari H., Rose L.S., Taha H. Analyzing the land cover of an urban environment using high-resolution orthophotos. Landscape Urban Plann. 2003, 63:1-14.
    • (2003) Landscape Urban Plann. , vol.63 , pp. 1-14
    • Akbari, H.1    Rose, L.S.2    Taha, H.3
  • 12
    • 23844522034 scopus 로고    scopus 로고
    • Monitoring the energy-use effects of cool roofs on California commercial buildings
    • Akbari H., Levinson R., Rainer L. Monitoring the energy-use effects of cool roofs on California commercial buildings. Energy Build. 2005, 37:1007-1016.
    • (2005) Energy Build. , vol.37 , pp. 1007-1016
    • Akbari, H.1    Levinson, R.2    Rainer, L.3
  • 14
    • 84859904793 scopus 로고    scopus 로고
    • The long-term effect of increasing the albedo of urban areas
    • Akbari H., Matthews H.D., Seto D. The long-term effect of increasing the albedo of urban areas. Environ. Res. Lett. 2012, 7:1-10.
    • (2012) Environ. Res. Lett. , vol.7 , pp. 1-10
    • Akbari, H.1    Matthews, H.D.2    Seto, D.3
  • 16
    • 84870720606 scopus 로고    scopus 로고
    • Electricity production and cooling energy savings from installation of a building-integrated photovoltaic roof on an office building
    • Ban-Weiss G.A., Wray C., Delp W., Ly P., Akbari H., Levinson R. Electricity production and cooling energy savings from installation of a building-integrated photovoltaic roof on an office building. Energy Build. 2013, 56:210-220.
    • (2013) Energy Build. , vol.56 , pp. 210-220
    • Ban-Weiss, G.A.1    Wray, C.2    Delp, W.3    Ly, P.4    Akbari, H.5    Levinson, R.6
  • 17
    • 84928714663 scopus 로고    scopus 로고
    • Using remote sensing to quantify albedo of roofs in California's seven largest cities
    • Results and application to climate modeling. Sol. Energy.
    • Ban-Weiss, G.A., Woods, J., Millstein, D., Levinson, R., 2015. Using remote sensing to quantify albedo of roofs in California's seven largest cities, Part 2: Results and application to climate modeling. Sol. Energy.
    • (2015)
    • Ban-Weiss, G.A.1    Woods, J.2    Millstein, D.3    Levinson, R.4
  • 18
    • 84868035826 scopus 로고    scopus 로고
    • Validation of the reflectance calibration of the ADS40 airborne sensor using ground reflectance measurements
    • ISPRS TC VII Symposium - 100 Years ISPRS, Vienna, Austria, July 5-7, 2010, IAPRS
    • Beisl, U., Adiguezel, M., 2010. Validation of the reflectance calibration of the ADS40 airborne sensor using ground reflectance measurements. In: ISPRS TC VII Symposium - 100 Years ISPRS, Vienna, Austria, July 5-7, 2010, IAPRS, Vol. XXXVIII, Part 7B. <>. http://www.isprs.org.
    • (2010) , vol.38
    • Beisl, U.1    Adiguezel, M.2
  • 20
    • 56549097424 scopus 로고    scopus 로고
    • Surface temperature cooling trends and negative radiative forcing due to land use change toward greenhouse farming in southeastern Spain
    • Campra P., Garcia M., Canton Y., Palacios-Orueta A. Surface temperature cooling trends and negative radiative forcing due to land use change toward greenhouse farming in southeastern Spain. J. Geophys. Res. 2008, 113:D18109. 10.1029/2008JD009912.
    • (2008) J. Geophys. Res. , vol.113 , pp. D18109
    • Campra, P.1    Garcia, M.2    Canton, Y.3    Palacios-Orueta, A.4
  • 21
    • 84939942698 scopus 로고    scopus 로고
    • California Energy Commission Building Energy Efficiency Standards
    • Publication # CEC-400-2006-015.
    • CEC, 2005. California Energy Commission Building Energy Efficiency Standards, For Residential and Nonresidential. Publication # CEC-400-2006-015. <>. http://www.energy.ca.gov.
    • (2005) For Residential and Nonresidential.
  • 22
    • 84939958957 scopus 로고    scopus 로고
    • San Francisco Data.
    • Obtained in 2011 at
    • City and County of San Francisco, 2011. San Francisco Data. Building Footprints. Obtained in 2011 at <>. https://data.sfgov.org/.
    • (2011) Building Footprints.
  • 23
    • 16244368616 scopus 로고    scopus 로고
    • Geographic Information Services.
    • btained in 2011 at
    • City of Bakersfield, 2011. Geographic Information Services. Obtained in 2011 at <>. http://www.bakersfieldcity.us/gis/downloads/.
    • (2011)
  • 24
    • 84940003944 scopus 로고    scopus 로고
    • GIS/Public Works.
    • Obtained in 2011 through personal communication with Vicky Gallardo, Senior Geosystems Specialist.
    • City of San Jose, 2011. GIS/Public Works. Building outlines for 2006. Obtained in 2011 through personal communication with Vicky Gallardo, Senior Geosystems Specialist.
    • (2011) Building outlines for 2006.
  • 26
    • 84928738762 scopus 로고    scopus 로고
    • Cool Roof Rating Council Rated Products Directory.
    • CRRC, 2013. Cool Roof Rating Council Rated Products Directory. <>. http://coolroofs.org.
    • (2013)
  • 27
    • 84868573122 scopus 로고    scopus 로고
    • Radiometric processing of ADS imagery: using atmospheric and BRDF corrections in products.
    • San Diego, CA.
    • Downey, M., Uebbing, R., Gehrke, S., Beisl, U., 2010. Radiometric processing of ADS imagery: using atmospheric and BRDF corrections in products. In: ASPRS 2010 Annual Conference, San Diego, CA. <>. http://www.asprs.org.
    • (2010) ASPRS 2010 Annual Conference
    • Downey, M.1    Uebbing, R.2    Gehrke, S.3    Beisl, U.4
  • 29
  • 30
    • 70350724566 scopus 로고    scopus 로고
    • Estimating precision using duplicate measurements
    • Hyslop N.P., White W.H. Estimating precision using duplicate measurements. J. Air Waste Manage. Assoc. 2009, 59:1032-1039. 10.3155/1047-3289.59.9.1032.
    • (2009) J. Air Waste Manage. Assoc. , vol.59 , pp. 1032-1039
    • Hyslop, N.P.1    White, W.H.2
  • 31
    • 84856962269 scopus 로고    scopus 로고
    • Effects of urban surfaces and white roofs on global and regional climate
    • Jacobson M.Z., Ten Hoeve J.E. Effects of urban surfaces and white roofs on global and regional climate. J. Clim. 2012, 25:1028-1044.
    • (2012) J. Clim. , vol.25 , pp. 1028-1044
    • Jacobson, M.Z.1    Ten Hoeve, J.E.2
  • 32
    • 0024165392 scopus 로고
    • Algorithm for automatic atmospheric corrections to visible and near-IR satellite imagery
    • Kaufman J.Y., Sendra C. Algorithm for automatic atmospheric corrections to visible and near-IR satellite imagery. Int. J. Remote Sens. 1988, 9:1357-1381.
    • (1988) Int. J. Remote Sens. , vol.9 , pp. 1357-1381
    • Kaufman, J.Y.1    Sendra, C.2
  • 33
    • 0346340096 scopus 로고    scopus 로고
    • Measured energy savings and demand reduction from a reflective roof membrane on a large retail store in Austin
    • Lawrence Berkeley National Laboratory Report LBNL-47149, Berkeley, CA.
    • Konopacki, S., Akbari, H., 2001. Measured energy savings and demand reduction from a reflective roof membrane on a large retail store in Austin. Lawrence Berkeley National Laboratory Report LBNL-47149, Berkeley, CA. doi:10.2172/787107.
    • (2001)
    • Konopacki, S.1    Akbari, H.2
  • 34
    • 84977819900 scopus 로고    scopus 로고
    • Leica ADS80 Airborne Digital Sensor Digital Airborne Imaging Solution
    • Leica, 2013. Leica ADS80 Airborne Digital Sensor Digital Airborne Imaging Solution. <>. http://www.leica-geosystems.com.
    • (2013)
  • 35
    • 77949263103 scopus 로고    scopus 로고
    • Potential benefits of cool roofs on commercial buildings: conserving energy, saving money, and reducing emission of greenhouse gases and air pollutants
    • Levinson R., Akbari H. Potential benefits of cool roofs on commercial buildings: conserving energy, saving money, and reducing emission of greenhouse gases and air pollutants. Energy Efficiency 2010, 3:53-109.
    • (2010) Energy Efficiency , vol.3 , pp. 53-109
    • Levinson, R.1    Akbari, H.2
  • 37
    • 77955427059 scopus 로고    scopus 로고
    • Measuring solar reflectance-Part I: Defining a metric that accurately predicts solar heat gain
    • Levinson R., Akbari H., Berdahl P. Measuring solar reflectance-Part I: Defining a metric that accurately predicts solar heat gain. Sol. Energy 2010, 84:1717-1744.
    • (2010) Sol. Energy , vol.84 , pp. 1717-1744
    • Levinson, R.1    Akbari, H.2    Berdahl, P.3
  • 38
    • 84939963849 scopus 로고    scopus 로고
    • LAR-IAC3.
    • Los Angeles Region Imagery Acquisition Consortium 3, 2011. LAR-IAC3. <>. http://planning.lacounty.gov.
    • (2011)
  • 40
    • 81255127262 scopus 로고    scopus 로고
    • Remotely sensing the cooling effects of city scale efforts to reduce urban heat island
    • Mackey C.W., Lee X., Smith R.B. Remotely sensing the cooling effects of city scale efforts to reduce urban heat island. Build. Environ. 2012, 49:348-358.
    • (2012) Build. Environ. , vol.49 , pp. 348-358
    • Mackey, C.W.1    Lee, X.2    Smith, R.B.3
  • 41
    • 79958040361 scopus 로고    scopus 로고
    • Validation of the radiometric processing chain of the LEICA ADS40 airborne photogrammetric sensor
    • ISPRS TC VII Symposium - 100 Years ISPRS, Vienna, Austria, July 5-7, 2010, IAPRS
    • Markelin, L., Honkavaara, E., Beisl, U., Korpela, I., 2010. Validation of the radiometric processing chain of the LEICA ADS40 airborne photogrammetric sensor. In: ISPRS TC VII Symposium - 100 Years ISPRS, Vienna, Austria, July 5-7, 2010, IAPRS, Vol. XXXVIII, Part 7A. <>. http://www.isprs.org.
    • (2010) , vol.38
    • Markelin, L.1    Honkavaara, E.2    Beisl, U.3    Korpela, I.4
  • 43
    • 80053503598 scopus 로고    scopus 로고
    • Regional climate consequences of large-scale cool roof and photovoltaic array deployment
    • Millstein D., Menon S. Regional climate consequences of large-scale cool roof and photovoltaic array deployment. Environ. Res. Lett. 2011, 6:1-9.
    • (2011) Environ. Res. Lett. , vol.6 , pp. 1-9
    • Millstein, D.1    Menon, S.2
  • 44
    • 84977819901 scopus 로고    scopus 로고
    • National Agriculture Imagery Program, United States Department of Agriculture's Farm Service Agency (FSA)
    • NAIP, 2013. National Agriculture Imagery Program, United States Department of Agriculture's Farm Service Agency (FSA). <>. http://www.fsa.usda.gov.
    • (2013)
  • 45
    • 0024471205 scopus 로고
    • A reflectance model for the homogeneous plant canopy and its inversion
    • Nilson T., Kuusk A. A reflectance model for the homogeneous plant canopy and its inversion. Remote Sens. Environ. 1989, 27:157-167.
    • (1989) Remote Sens. Environ. , vol.27 , pp. 157-167
    • Nilson, T.1    Kuusk, A.2
  • 46
    • 76349112938 scopus 로고    scopus 로고
    • Effects of white roofs on urban temperature in a global climate model
    • Oleson K.W., Bonan G.B., Feddema J. Effects of white roofs on urban temperature in a global climate model. Geophys. Res. Lett. 2010, 37. 10.1029/2009GL042194.
    • (2010) Geophys. Res. Lett. , vol.37
    • Oleson, K.W.1    Bonan, G.B.2    Feddema, J.3
  • 49
    • 0010606945 scopus 로고    scopus 로고
    • Characterizing the fabric of the urban environment: a case study of greater Houston, Texas
    • Lawrence Berkeley National Laboratory Report LBNL-51448, Berkeley, CA.
    • Rose, L.S., Akbari, H., Taha, H., 2003. Characterizing the fabric of the urban environment: a case study of greater Houston, Texas. Lawrence Berkeley National Laboratory Report LBNL-51448, Berkeley, CA. <>. http://repositories.cdlib.org/lbnl/LBNL-51448.
    • (2003)
    • Rose, L.S.1    Akbari, H.2    Taha, H.3
  • 51
    • 84939987196 scopus 로고    scopus 로고
    • MODIS BRDF/Albedo Product (MOD43B) User's Guide. >. See also
    • Schaaf, C.B., 2004. MODIS BRDF/Albedo Product (MOD43B) User's Guide. >. See also <>. http://modis-atmos.gsfc.nasa.gov/ALBEDO.
    • (2004)
    • Schaaf, C.B.1
  • 54
    • 0001020441 scopus 로고    scopus 로고
    • Estimating near-infrared leaf reflectance
    • Slaton M.R., Hunt E.R., Smith W.K. Estimating near-infrared leaf reflectance. Am. J. Bot. 2001, 88:278-284.
    • (2001) Am. J. Bot. , vol.88 , pp. 278-284
    • Slaton, M.R.1    Hunt, E.R.2    Smith, W.K.3
  • 56
    • 0037800424 scopus 로고    scopus 로고
    • A simplified atmospheric correction procedure for the normalized difference vegetation index
    • Song J., Lu D., Weseley M.L. A simplified atmospheric correction procedure for the normalized difference vegetation index. Photogramm. Eng. Remote Sens. 2003, 69:521-528.
    • (2003) Photogramm. Eng. Remote Sens. , vol.69 , pp. 521-528
    • Song, J.1    Lu, D.2    Weseley, M.L.3
  • 58
    • 41849132508 scopus 로고    scopus 로고
    • Urban surface modification as a potential ozone air-quality improvement strategy in California: a mesoscale modelling study
    • Taha H. Urban surface modification as a potential ozone air-quality improvement strategy in California: a mesoscale modelling study. Boundary Layer Meteorol. 2008, 127:219-239.
    • (2008) Boundary Layer Meteorol. , vol.127 , pp. 219-239
    • Taha, H.1
  • 59
    • 55549112186 scopus 로고    scopus 로고
    • Meso-urban meteorological and photochemical modeling of heat island mitigation
    • Taha H. Meso-urban meteorological and photochemical modeling of heat island mitigation. Atmos. Environ. 2008, 42:8795-8809.
    • (2008) Atmos. Environ. , vol.42 , pp. 8795-8809
    • Taha, H.1
  • 60
    • 41849109551 scopus 로고    scopus 로고
    • Episodic performance and sensitivity of the urbanized MM5 (uMM5) to perturbations in surface properties in Houston Texas
    • Taha H. Episodic performance and sensitivity of the urbanized MM5 (uMM5) to perturbations in surface properties in Houston Texas. Boundary Layer Meteorol. 2008, 127:193-218.
    • (2008) Boundary Layer Meteorol. , vol.127 , pp. 193-218
    • Taha, H.1
  • 61
    • 38249030049 scopus 로고
    • Residential cooling loads and the urban heat island-the effects of albedo
    • Taha H., Akbari H., Rosenfeld A., Huang J. Residential cooling loads and the urban heat island-the effects of albedo. Build. Environ. 1988, 23:271-283.
    • (1988) Build. Environ. , vol.23 , pp. 271-283
    • Taha, H.1    Akbari, H.2    Rosenfeld, A.3    Huang, J.4
  • 62
    • 0029542552 scopus 로고
    • On the derivation of kernels for kernel-driven models of bidirectional reflectance
    • Wanner W., Li X., Strahler A.H. On the derivation of kernels for kernel-driven models of bidirectional reflectance. J. Geophys. Res. 1995, 100:21077-21089.
    • (1995) J. Geophys. Res. , vol.100 , pp. 21077-21089
    • Wanner, W.1    Li, X.2    Strahler, A.H.3
  • 63
    • 77649273259 scopus 로고    scopus 로고
    • Atlanta's urban heat island under extreme heat conditions and potential mitigation strategies
    • Zhou Y., Shepherd J.M. Atlanta's urban heat island under extreme heat conditions and potential mitigation strategies. Nat. Hazards 2009, 52:639-668.
    • (2009) Nat. Hazards , vol.52 , pp. 639-668
    • Zhou, Y.1    Shepherd, J.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.