메뉴 건너뛰기




Volumn 27, Issue 5, 2012, Pages 443-458

Classification of urban tree species using hyperspectral imagery

Author keywords

hyperspectral data; principal components; urban forest; vegetation indices

Indexed keywords

ACCURACY ASSESSMENT; IMAGE CLASSIFICATION; INFRARED IMAGERY; PRINCIPAL COMPONENT ANALYSIS; URBAN AREA; URBAN FORESTRY; VEGETATION INDEX;

EID: 84864678878     PISSN: 10106049     EISSN: None     Source Type: Journal    
DOI: 10.1080/10106049.2011.638989     Document Type: Article
Times cited : (47)

References (57)
  • 1
    • 0022195469 scopus 로고
    • Residential property values improve by landscaping with trees
    • Anderson, L. and Cordell, H. 1985. Residential property values improve by landscaping with trees. Journal of Applied Forestry, 9: 162-166.
    • (1985) Journal of Applied Forestry , vol.9 , pp. 162-166
    • Anderson, L.1    Cordell, H.2
  • 2
    • 33646179266 scopus 로고    scopus 로고
    • The role of urban forest in the protection of human environmental health in geographically-prone unpredictable hostile weather conditions
    • Anyanwu, E. C. and Kanu, I. 2006. The role of urban forest in the protection of human environmental health in geographically-prone unpredictable hostile weather conditions. International Journal of Environmental Science and Technology, 3: 197-201.
    • (2006) International Journal of Environmental Science and Technology , vol.3 , pp. 197-201
    • Anyanwu, E.C.1    Kanu, I.2
  • 3
    • 56749172068 scopus 로고    scopus 로고
    • Level set hyperspectral image classification using best band analysis
    • Ball, J. E. and Bruce, L. M. 2007. Level set hyperspectral image classification using best band analysis. IEEE Transactions on Geoscience and Remote Sensing, 45: 3022-3027.
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , pp. 3022-3027
    • Ball, J.E.1    Bruce, L.M.2
  • 4
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and carotenoids at leaf and canopy scales: an evaluation of some hyperspectral approaches
    • Blackburn, G. A. 1998. Quantifying chlorophylls and carotenoids at leaf and canopy scales: an evaluation of some hyperspectral approaches. Remote Sensing of Environment, 66: 273-285.
    • (1998) Remote Sensing of Environment , vol.66 , pp. 273-285
    • Blackburn, G.A.1
  • 5
    • 1942451191 scopus 로고    scopus 로고
    • Design and first test results of the Finnish airborne imaging spectrometer for different applications, AISA
    • Braam, B. Design and first test results of the Finnish airborne imaging spectrometer for different applications, AISA. Proceedings of SPIE-the international society for optical engineering. Vol. 1937
    • , vol.1937
    • Braam, B.1
  • 7
    • 0028669029 scopus 로고
    • Ratios of leaf reflectance in narrow wavebands as indicators of plant stress
    • Carter, G. A. 1994. Ratios of leaf reflectance in narrow wavebands as indicators of plant stress. International Journal of Remote Sensing, 15: 697-704.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 697-704
    • Carter, G.A.1
  • 9
    • 0000278695 scopus 로고
    • Assessing the benefits and costs of the urban forest
    • Dwyer, J. F. 1992. Assessing the benefits and costs of the urban forest. Journal of Arboriculture, 18(5): 227-234.
    • (1992) Journal of Arboriculture , vol.18 , Issue.5 , pp. 227-234
    • Dwyer, J.F.1
  • 10
    • 24944543953 scopus 로고    scopus 로고
    • Forest loss with urbanization predicts bird extirpations in Vancouver
    • Er, K.B.H. 2005. Forest loss with urbanization predicts bird extirpations in Vancouver. Biological Conservation, 126: 410-419.
    • (2005) Biological Conservation , vol.126 , pp. 410-419
    • Er, K.B.H.1
  • 11
    • 0343963260 scopus 로고    scopus 로고
    • Avifaunal use of wooded streets in an urban landscape
    • Fernandez-Juricic, E. 2000. Avifaunal use of wooded streets in an urban landscape. Conservation Biology, 14: 513-521.
    • (2000) Conservation Biology , vol.14 , pp. 513-521
    • Fernandez-Juricic, E.1
  • 12
    • 0000823902 scopus 로고
    • Inner city preferences for trees and urban forestry program
    • Getz, D., Karow, A. and Kielbaso, J. J. 1982. Inner city preferences for trees and urban forestry program. Journal of Arboriculture, 8: 258-263.
    • (1982) Journal of Arboriculture , vol.8 , pp. 258-263
    • Getz, D.1    Karow, A.2    Kielbaso, J.J.3
  • 13
    • 0346785341 scopus 로고    scopus 로고
    • Comparative analysis of red-edge hyperspectral indices
    • Gupta, R., Vijayan, D. and Prasad, T. S. 2003. Comparative analysis of red-edge hyperspectral indices. Advances in Space Research, 32(11): 2217-2222.
    • (2003) Advances in Space Research , vol.32 , Issue.11 , pp. 2217-2222
    • Gupta, R.1    Vijayan, D.2    Prasad, T.S.3
  • 14
    • 70350153353 scopus 로고    scopus 로고
    • An adaptive mean-shift analysis approach for object extraction and classification from urban hyperspectral imagery
    • Huang, X. and Zhang, L. 2008. An adaptive mean-shift analysis approach for object extraction and classification from urban hyperspectral imagery. IEEE Transactions on Geoscience and Remote Sensing, 46: 4173-4185.
    • (2008) IEEE Transactions on Geoscience and Remote Sensing , vol.46 , pp. 4173-4185
    • Huang, X.1    Zhang, L.2
  • 15
    • 70449433268 scopus 로고    scopus 로고
    • A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia City, northern Italy
    • Huang, X. and Zhang, L. 2009. A comparative study of spatial approaches for urban mapping using hyperspectral ROSIS images over Pavia City, northern Italy. International Journal of Remote Sensing, 30: 3205-3221.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 3205-3221
    • Huang, X.1    Zhang, L.2
  • 16
    • 67651152616 scopus 로고    scopus 로고
    • Evaluation of morphological texture features for mangrove forest mapping and species discrimination using multispectral IKONOS imagery
    • Huang, X., Zhang, L. and Wang, L. 2009. Evaluation of morphological texture features for mangrove forest mapping and species discrimination using multispectral IKONOS imagery. IEEE Geoscience and Remote Sensing Lettters, 6: 393-397.
    • (2009) IEEE Geoscience and Remote Sensing Lettters , vol.6 , pp. 393-397
    • Huang, X.1    Zhang, L.2    Wang, L.3
  • 17
    • 0000457879 scopus 로고
    • The potential of vegetation in reducing summer cooling loads in residential buildings
    • Huang, Y. J. 1987. The potential of vegetation in reducing summer cooling loads in residential buildings. Journal of Applied Meteorology, 26: 1103-1116.
    • (1987) Journal of Applied Meteorology , vol.26 , pp. 1103-1116
    • Huang, Y.J.1
  • 18
    • 0000760315 scopus 로고
    • Brief encounters with urban forests produce moods that matter
    • Hull, R. B. 1992. Brief encounters with urban forests produce moods that matter. Journal of Arboriculture, 18: 322-324.
    • (1992) Journal of Arboriculture , vol.18 , pp. 322-324
    • Hull, R.B.1
  • 19
    • 33747107395 scopus 로고    scopus 로고
    • A remote sensing approach to establish relationships among different land covers at the micro level
    • Jain, S. and Jain, R. K. 2006. A remote sensing approach to establish relationships among different land covers at the micro level. International Journal of Remote Sensing, 13: 2667-2682.
    • (2006) International Journal of Remote Sensing , vol.13 , pp. 2667-2682
    • Jain, S.1    Jain, R.K.2
  • 23
    • 30744475763 scopus 로고    scopus 로고
    • Using remote sensing and geographic information systems to study urban quality of life and urban forest amenities [online]
    • Available from:
    • Jensen, R. 2004. Using remote sensing and geographic information systems to study urban quality of life and urban forest amenities [online]. Ecology & Society, 9(5) Available from:http://www.ecologyandsociety.org/vol9/iss5/art5/
    • (2004) Ecology & Society , vol.9 , Issue.5
    • Jensen, R.1
  • 24
    • 67649338162 scopus 로고    scopus 로고
    • How do community leaders perceive the urban forest? Responses from interviews in two communities
    • Jensen, R. R. and McLean, D. D. 2004. How do community leaders perceive the urban forest? Responses from interviews in two communities. Arborist News, 13: 19-21.
    • (2004) Arborist News , vol.13 , pp. 19-21
    • Jensen, R.R.1    McLean, D.D.2
  • 25
    • 12144267246 scopus 로고    scopus 로고
    • Estimating urban leaf area using field measurements and satellite remote sensing data
    • Jensen, R. R. and P.J, Hardin. 2005. Estimating urban leaf area using field measurements and satellite remote sensing data. Journal of Arboriculture, 31: 21-27.
    • (2005) Journal of Arboriculture , vol.31 , pp. 21-27
    • Jensen, R.R.1    Hardin, P.J.2
  • 26
    • 12144249106 scopus 로고    scopus 로고
    • The relationship between urban leaf area and household energy usage in Terre Haute, Indiana, USA
    • Jensen, R.R., Boulton, J.R., and Harper, B. T. 2003. The relationship between urban leaf area and household energy usage in Terre Haute, Indiana, USA. Journal of Arboriculture, 29: 226-230.
    • (2003) Journal of Arboriculture , vol.29 , pp. 226-230
    • Jensen, R.R.1    Boulton, J.R.2    Harper, B.T.3
  • 27
    • 67649376635 scopus 로고    scopus 로고
    • Modeling urban leaf area index with AISA+ hyperspectral data
    • Jensen, R. R. 2009a. Modeling urban leaf area index with AISA+ hyperspectral data. Applied Geography, 29(3): 320-332.
    • (2009) Applied Geography , vol.29 , Issue.3 , pp. 320-332
    • Jensen, R.R.1
  • 28
    • 80052666670 scopus 로고    scopus 로고
    • A new method to correct push-broom hyperspectral data using linear features and ground control points
    • Jensen, R. R. 2011. A new method to correct push-broom hyperspectral data using linear features and ground control points. GIScience & Remote Sensing, 48 (3): 416-431.
    • (2011) GIScience & Remote Sensing , vol.48 , Issue.3 , pp. 416-431
    • Jensen, R.R.1
  • 29
    • 61349176626 scopus 로고    scopus 로고
    • Single line correction method to remove aircraft roll errors in hyperspectral imagery
    • Jensen, R. R., Jackson, M. W. and Lulla, V. 2008. Single line correction method to remove aircraft roll errors in hyperspectral imagery. Journal of Applied Remote Sensing, 2: 023529
    • (2008) Journal of Applied Remote Sensing , vol.2 , pp. 023529
    • Jensen, R.R.1    Jackson, M.W.2    Lulla, V.3
  • 30
    • 0006335089 scopus 로고    scopus 로고
    • The predictability of tree decay based on visual assessments
    • Kennard, D., Putz, F. E. and Neiderhofer, M. 1996. The predictability of tree decay based on visual assessments. Journal of Arboriculture, 22: 249-254.
    • (1996) Journal of Arboriculture , vol.22 , pp. 249-254
    • Kennard, D.1    Putz, F.E.2    Neiderhofer, M.3
  • 31
    • 0009033090 scopus 로고    scopus 로고
    • The state of the urban forest
    • St. Louis, MO
    • Kielbaso, J. J. and Cotrone, V. The state of the urban forest. Proceedings of fourth urban forestry conference. pp.11-18. St. Louis, MO.
    • Kielbaso, J.J.1    Cotrone, V.2
  • 32
    • 33750619092 scopus 로고    scopus 로고
    • The influence of trees and landscaping on rental rates at office buildings
    • Laverne, R. J. and Winson-Geideman, K. 2003. The influence of trees and landscaping on rental rates at office buildings. Journal of Arboriculture, 29: 281-290.
    • (2003) Journal of Arboriculture , vol.29 , pp. 281-290
    • Laverne, R.J.1    Winson-Geideman, K.2
  • 33
    • 37149052139 scopus 로고    scopus 로고
    • Open space, forest conservation, and urban sprawl in Maryland suburban subdivisions
    • Lichtenberg, E. and I, Hardie. 2007. Open space, forest conservation, and urban sprawl in Maryland suburban subdivisions. American Journal of Agricultural Economics, 89: 1198-1204.
    • (2007) American Journal of Agricultural Economics , vol.89 , pp. 1198-1204
    • Lichtenberg, E.1    Hardie, I.2
  • 34
    • 0030917979 scopus 로고    scopus 로고
    • Application of high resolution thermal infrared remote sensing data and GIS to assess the urban heat island effect
    • Lo, C. P., Quattrochi, D. A. and Luvall, J. C. 1997. Application of high resolution thermal infrared remote sensing data and GIS to assess the urban heat island effect. International Journal of Remote Sensing, 18: 287-304.
    • (1997) International Journal of Remote Sensing , vol.18 , pp. 287-304
    • Lo, C.P.1    Quattrochi, D.A.2    Luvall, J.C.3
  • 37
    • 0032157733 scopus 로고    scopus 로고
    • Determining forest species composition using high spectral resolution remote sensing data
    • Martin, M. E. 1998. Determining forest species composition using high spectral resolution remote sensing data. Remote Sensing of Environment, 65(3): 249-254.
    • (1998) Remote Sensing of Environment , vol.65 , Issue.3 , pp. 249-254
    • Martin, M.E.1
  • 38
    • 3543033991 scopus 로고    scopus 로고
    • Community leaders and the urban forest: a model of knowledge and understanding
    • Mclean, D. D. and Jensen, R. R. 2004. Community leaders and the urban forest: a model of knowledge and understanding. Society and Natural Resources, 17: 589-598.
    • (2004) Society and Natural Resources , vol.17 , pp. 589-598
    • McLean, D.D.1    Jensen, R.R.2
  • 39
    • 0002217691 scopus 로고    scopus 로고
    • Quantifying urban forest structure, function, and value: the Chicago Urban Forest Climate Project
    • McPherson, E. 1997. Quantifying urban forest structure, function, and value: the Chicago Urban Forest Climate Project. Urban Ecosystems, 1(1): 49-61.
    • (1997) Urban Ecosystems , vol.1 , Issue.1 , pp. 49-61
    • McPherson, E.1
  • 40
    • 0031986394 scopus 로고    scopus 로고
    • Estimating cost effectiveness of residential yard trees for improving air quality in Sacramento, California, using existing models
    • McPherson, E. G., Scott, K. I. and Simpson, J. R. 1998. Estimating cost effectiveness of residential yard trees for improving air quality in Sacramento, California, using existing models. Atmospheric Environment, 32: 75-84.
    • (1998) Atmospheric Environment , vol.32 , pp. 75-84
    • McPherson, E.G.1    Scott, K.I.2    Simpson, J.R.3
  • 41
    • 0031986455 scopus 로고    scopus 로고
    • Analysis of vegetation within a semi-arid environment using high spatial resolution airborne thermal infrared remote sensing data
    • Quattrochi, D. A. and Ridd, M. K. 1998. Analysis of vegetation within a semi-arid environment using high spatial resolution airborne thermal infrared remote sensing data. Atmospheric Environment, 31: 19-33.
    • (1998) Atmospheric Environment , vol.31 , pp. 19-33
    • Quattrochi, D.A.1    Ridd, M.K.2
  • 42
    • 0033381257 scopus 로고    scopus 로고
    • Remote sensing for mineral exploration
    • Sabins, F. F. 1999. Remote sensing for mineral exploration. Ore Geology Reviews, 14(3-4): 157-183.
    • (1999) Ore Geology Reviews , vol.14 , Issue.3-4 , pp. 157-183
    • Sabins, F.F.1
  • 43
    • 0025945217 scopus 로고
    • Affect, cognition, and urban vegetation: some affects of adding trees along city streets
    • Sheets, V. and Manzer, C. 1991. Affect, cognition, and urban vegetation: some affects of adding trees along city streets. Environment and Behavior, 23: 285-304.
    • (1991) Environment and Behavior , vol.23 , pp. 285-304
    • Sheets, V.1    Manzer, C.2
  • 44
    • 0031986537 scopus 로고    scopus 로고
    • Urban tree-planting programs - a model for encouraging environmentally protective behavior
    • Summit, J. and Sommer, R. 1998. Urban tree-planting programs-a model for encouraging environmentally protective behavior. Atmospheric Environment, 32: 1-5.
    • (1998) Atmospheric Environment , vol.32 , pp. 1-5
    • Summit, J.1    Sommer, R.2
  • 45
    • 84864685595 scopus 로고    scopus 로고
    • Trees in residential landscape: a hedonic study of property values
    • New Orleans, LA
    • Sydor, T. Trees in residential landscape: a hedonic study of property values. Proceedings of the southern forest economics annual workshop, [CD-ROM]. March16-182002. New Orleans, LA
    • (2002)
    • Sydor, T.1
  • 46
    • 84864670309 scopus 로고    scopus 로고
    • Revision B 19 [online] The City of New York Available from:[Accessed November 2011]
    • The City of New York. 2011. milliontreesNYC, Revision B 19 [online] Available from:http://www.milliontreesnyc.org [Accessed November 2011]
    • (2011) Milliontrees NYC
  • 47
    • 33748328064 scopus 로고    scopus 로고
    • Feel blue? Touch green! Participation in forest/woodland management as a treatment for depression
    • Townsend, M. 2006. Feel blue? Touch green! Participation in forest/woodland management as a treatment for depression. Urban Forestry & Urban Greening, 5: 111-120.
    • (2006) Urban Forestry & Urban Greening , vol.5 , pp. 111-120
    • Townsend, M.1
  • 48
    • 0344527899 scopus 로고    scopus 로고
    • The economic value of urban forest amenities: an application of the contingent valuation model
    • Tyrvainen, L. and Vaananen, H. 1998. The economic value of urban forest amenities: an application of the contingent valuation model. Landscape and Urban Planning, 43: 105-118.
    • (1998) Landscape and Urban Planning , vol.43 , pp. 105-118
    • Tyrvainen, L.1    Vaananen, H.2
  • 49
    • 0001456706 scopus 로고
    • Stress recovery during exposure to natural and urban environments
    • Ulrich, R. S. 1991. Stress recovery during exposure to natural and urban environments. Journal of Environmental Psychology, 11: 201-230.
    • (1991) Journal of Environmental Psychology , vol.11 , pp. 201-230
    • Ulrich, R.S.1
  • 50
    • 84864706511 scopus 로고    scopus 로고
    • UN Habitat Sterling, VA: UN Habitat Available from:[Accessed November 2011]
    • UN Habitat. 2011. The state of the world's cities (2010/2011). Cities, Sterling, VA: UN Habitat. Available from:http://www.unhabitat.org/pmss/getElectronicVersion.aspx?nr=2917&alt=1 [Accessed November 2011]
    • (2011) The state of the world's cities (2010/2011). Cities
  • 51
    • 84864670310 scopus 로고    scopus 로고
    • US Census Bureau Available from: and [Accessed November 2011]
    • US Census Bureau. 2010. Available from:http://quickfacts.census.gov/qfd/states/49/4957300. html and http://quickfacts.census.gov/qfd/states/49/4957300.html [Accessed November 2011]
    • (2010)
  • 53
    • 44649176419 scopus 로고    scopus 로고
    • Seasonal effect on tree species classification in an urban environment using hyperspectral data, LiDAR, and an object-oriented approach
    • Voss, M. and Sugumaran, R. 2008. Seasonal effect on tree species classification in an urban environment using hyperspectral data, LiDAR, and an object-oriented approach. Sensors, 8: 3020-3036.
    • (2008) Sensors , vol.8 , pp. 3020-3036
    • Voss, M.1    Sugumaran, R.2
  • 54
    • 1342287165 scopus 로고    scopus 로고
    • Managing the adverse thermal effects of urban development in a densely populated Chinese city
    • Weng, Q. and Yang, S. 2004. Managing the adverse thermal effects of urban development in a densely populated Chinese city. Journal of Environmental Management, 70(2): 145-156.
    • (2004) Journal of Environmental Management , vol.70 , Issue.2 , pp. 145-156
    • Weng, Q.1    Yang, S.2
  • 55
    • 10844244035 scopus 로고    scopus 로고
    • Using AVIRIS data and multiple-masking techniques to map urban forest tree species
    • Xiao, Q., Ustin, S. L. and McPherson, E. G. 2004. Using AVIRIS data and multiple-masking techniques to map urban forest tree species. International Journal of Remote Sensing, 25(24): 5637-5654.
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.24 , pp. 5637-5654
    • Xiao, Q.1    Ustin, S.L.2    McPherson, E.G.3
  • 56
    • 4243089868 scopus 로고    scopus 로고
    • A CCD camera-based hyperspectral imaging system for stationary and airborne applications
    • Yang, C. 2003. A CCD camera-based hyperspectral imaging system for stationary and airborne applications. Geocarto International, 18: 71-80.
    • (2003) Geocarto International , vol.18 , pp. 71-80
    • Yang, C.1
  • 57
    • 67049144634 scopus 로고    scopus 로고
    • Mapping black mangrove along the south Texas gulf coast using AISA+ hyperspectral imagery
    • Yang, C. 2009. Mapping black mangrove along the south Texas gulf coast using AISA+ hyperspectral imagery. Photogrammetric Engineering & Remote Sensing, 75: 425-436.
    • (2009) Photogrammetric Engineering & Remote Sensing , vol.75 , pp. 425-436
    • Yang, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.