메뉴 건너뛰기




Volumn 32, Issue 8, 2011, Pages 2207-2226

Segmented canonical discriminant analysis of in situ hyperspectral data for identifying 13 urban tree species

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINANT ANALYSIS; EXTRACTION; FEATURE EXTRACTION; FORESTRY; INFRARED DEVICES; LAND USE; REMOTE SENSING; SAMPLING;

EID: 79957471285     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161003692040     Document Type: Article
Times cited : (39)

References (30)
  • 1
    • 79151471827 scopus 로고    scopus 로고
    • Final Report to the City of Tampa, 24 April 2008, City of Tampa, Florida, accessed 30 September 2010
    • ANDREU, M.G., FRIEDMAN, M.H., LANDRY, S.M. and NORTHROP, R.J., 2008, City of Tampa Urban Ecological Analysis 2006-2007. Final Report to the City of Tampa, 24 April 2008, City of Tampa, Florida. Available online at: http://www.interfacesouth.org/literature/city-of-tampa-urban-ecological-analysis-2006-2007-3187/index_html (accessed 30 September 2010).
    • (2008) City of Tampa Urban Ecological Analysis 2006-2007
    • Andreu, M.G.1    Friedman, M.H.2    Landry, S.M.3    Northrop, R.J.4
  • 2
    • 0027009304 scopus 로고
    • A comparison of SPOT and LandsatTMdata for use in conducting inventories of forest resources
    • BROCKHAUS, J.A. and KHORRAM, S., 1992,A comparison of SPOT and LandsatTMdata for use in conducting inventories of forest resources. International Journal of Remote Sensing, 13, pp. 3035-3043.
    • (1992) International Journal of Remote Sensing , vol.13 , pp. 3035-3043
    • Brockhaus, J.A.1    Khorram, S.2
  • 3
    • 33745092487 scopus 로고    scopus 로고
    • Classification of coniferous tree species and age classes using hyperspectral data and geostatistical methods
    • BUDDENBAUM, H., SCHLERF, M. and HILL, J., 2005, Classification of coniferous tree species and age classes using hyperspectral data and geostatistical methods. International Journal of Remote Sensing, 26, pp. 5453-5465.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 5453-5465
    • Buddenbaum, H.1    Schlerf, M.2    Hill, J.3
  • 4
    • 32344437344 scopus 로고    scopus 로고
    • Estimation of tree canopy cover in evergreen oak woodlands using remote sensing
    • CARREIRAS, J.M.B., PEREIRA, J.M.C. and PEREIRA, J.S., 2006, Estimation of tree canopy cover in evergreen oak woodlands using remote sensing. Forest Ecology and Management, 223, pp. 45-53.
    • (2006) Forest Ecology and Management , vol.223 , pp. 45-53
    • Carreiras, J.M.B.1    Pereira, J.M.C.2    Pereira, J.S.3
  • 5
    • 0001153865 scopus 로고
    • Photosynthetic action spectra of trees
    • CLARK, J.B. and LISTER, G.R., 1975, Photosynthetic action spectra of trees. Plant Physiology, 55, pp. 401-406.
    • (1975) Plant Physiology , vol.55 , pp. 401-406
    • Clark, J.B.1    Lister, G.R.2
  • 6
    • 21444447781 scopus 로고    scopus 로고
    • Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales
    • CLARK, M.L., ROBERTS, D.A. and CLARK, D.B., 2005, Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales. Remote Sensing of Environment, 96, pp. 375-398.
    • (2005) Remote Sensing of Environment , vol.96 , pp. 375-398
    • Clark, M.L.1    Roberts, D.A.2    Clark, D.B.3
  • 7
    • 0034082989 scopus 로고    scopus 로고
    • Using vegetation reflectance variability for species level classification of hyperspectral data
    • COCHRANE, M.A., 2000, Using vegetation reflectance variability for species level classification of hyperspectral data. International Journal of Remote Sensing, 21, pp. 2075-2087.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 2075-2087
    • Cochrane, M.A.1
  • 9
    • 0028519422 scopus 로고
    • Discrimination of subalpine forest species and canopy density using digital CASI, SPOT, and Landsat TM data
    • FRANKLIN, S.E., 1994, Discrimination of subalpine forest species and canopy density using digital CASI, SPOT, and Landsat TM data. Photogrammetric Engineering and Remote Sensing, 60, pp. 1233-1241.
    • (1994) Photogrammetric Engineering and Remote Sensing , vol.60 , pp. 1233-1241
    • Franklin, S.E.1
  • 10
    • 0023469475 scopus 로고
    • Application of principal components analysis to change detection
    • FUNG, T. and LEDREW, E., 1987, Application of principal components analysis to change detection. Photogrammetric Engineering and Remote Sensing, 53, pp. 1649-1658.
    • (1987) Photogrammetric Engineering and Remote Sensing , vol.53 , pp. 1649-1658
    • Fung, T.1    Ledrew, E.2
  • 11
    • 0031636635 scopus 로고    scopus 로고
    • Hyperspectral data analysis for subtropical tree species recognition. Geoscience and Remote Sensing Symposium Proceedings, IGARSS'98
    • FUNG, T., MA, F.Y. and SIU, W.L., 1998, Hyperspectral data analysis for subtropical tree species recognition. Geoscience and Remote Sensing Symposium Proceedings, IGARSS'98, Sensing and Managing the Environment, 3, pp. 1298-1300.
    • (1998) Sensing and Managing the Environment , vol.3 , pp. 1298-1300
    • Fung, T.1    Ma, F.Y.2    Siu, W.L.3
  • 12
    • 0027308008 scopus 로고
    • Change detection using principal component analysis and fuzzy set theory
    • GONG, P., 1993, Change detection using principal component analysis and fuzzy set theory. Canadian Journal of Remote Sensing,19, pp. 22-29.
    • (1993) Canadian Journal of Remote Sensing , vol.19 , pp. 22-29
    • Gong, P.1
  • 13
    • 0344074641 scopus 로고    scopus 로고
    • Conifer species recognition: An exploratory analysis of in situ hyperspectral data
    • GONG, P., PU, R. and YU, B., 1997, Conifer species recognition: an exploratory analysis of in situ hyperspectral data. Remote Sensing of Environment, 62, pp. 189-200.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 189-200
    • Gong, P.1    Pu, R.2    Yu, B.3
  • 14
    • 85016972555 scopus 로고    scopus 로고
    • Dimension reduction of hyperspectral images for classification applications
    • HSU, P.-H., TSENG, Y.-H. and GONG, P., 2002, Dimension reduction of hyperspectral images for classification applications. Geographic Information Sciences, 8, pp. 1-8.
    • (2002) Geographic Information Sciences , vol.8 , pp. 1-8
    • Hsu, P.-H.1    Tseng, Y.-H.2    Gong, P.3
  • 15
    • 0004403717 scopus 로고    scopus 로고
    • PhD dissertation, School of Electrical Engineering, University College, ADFA, University of New South Wales, Australia
    • JIA, X., 1996, Classification techniques for hyperspectral remote sensing image data. PhD dissertation, School of Electrical Engineering, University College, ADFA, University of New South Wales, Australia.
    • (1996) Classification Techniques For Hyperspectral Remote Sensing Image Data
    • Jia, X.1
  • 16
    • 0032737410 scopus 로고    scopus 로고
    • Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification
    • JIA, X. and RICHARDS, J.A., 1999, Segmented principal components transformation for efficient hyperspectral remote-sensing image display and classification. IEEE Transactions on Geoscience and Remote Sensing, 37, pp. 538-542.
    • (1999) IEEE Transactions On Geoscience and Remote Sensing , vol.37 , pp. 538-542
    • Jia, X.1    Richards, J.A.2
  • 19
    • 0032157733 scopus 로고    scopus 로고
    • Determining forest species composition using high spectral resolution remote sensing data
    • MARTIN, M.E., NEWMAN, S.D., ABER, J.D. and CONGALTON, J.C., 1998, Determining forest species composition using high spectral resolution remote sensing data. Remote Sensing of Environment, 65, pp. 249-254.
    • (1998) Remote Sensing of Environment , vol.65 , pp. 249-254
    • Martin, M.E.1    Newman, S.D.2    Aber, J.D.3    Congalton, J.C.4
  • 20
    • 70449380720 scopus 로고    scopus 로고
    • Broadleaf species recognition with in situ hyperspectral data
    • PU, R., 2009, Broadleaf species recognition with in situ hyperspectral data. International Journal of Remote Sensing, 30, pp. 2759-2779.
    • (2009) International Journal of Remote Sensing , vol.30 , pp. 2759-2779
    • Pu, R.1
  • 21
    • 0028545567 scopus 로고
    • A faster way to compute the noise-adjusted principal components transform matrix
    • ROGER, R.E., 1994, A faster way to compute the noise-adjusted principal components transform matrix. IEEE Transactions on Geoscience and Remote Sensing, 32, pp. 1194-1196.
    • (1994) IEEE Transactions On Geoscience and Remote Sensing , vol.32 , pp. 1194-1196
    • Roger, R.E.1
  • 22
    • 0004282518 scopus 로고
    • SAS INSTITUTE, Release 6.03 (Cary, NC: SAS Institute Inc.)
    • SAS INSTITUTE, 1991, SAS/STA User's Guide, Release 6.03 (Cary, NC: SAS Institute Inc.).
    • (1991) SAS/STA User's Guide
  • 25
    • 34250875291 scopus 로고    scopus 로고
    • Examining pine spectral separability using hyperspectral data from an airborne sensor: An extension of field-based results
    • VAN AARDT, J.A.N. and WYNNE, R.H., 2007, Examining pine spectral separability using hyperspectral data from an airborne sensor: an extension of field-based results. International Journal of Remote Sensing, 28, pp. 431-436.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 431-436
    • van Aardt, J.A.N.1    Wynne, R.H.2
  • 26
    • 10844239449 scopus 로고    scopus 로고
    • Rainfall interception by Santa Monica's municipal urban forest
    • XIAO, Q.F. and MCPHERSON, E.G., 2003, Rainfall interception by Santa Monica's municipal urban forest. Urban Ecosystems, 6, pp. 291-302.
    • (2003) Urban Ecosystems , vol.6 , pp. 291-302
    • Xiao, Q.F.1    McPherson, E.G.2
  • 27
    • 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, pp. 5637-5654.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 5637-5654
    • Xiao, Q.1    Ustin, S.L.2    McPherson, E.G.3
  • 28
    • 34547611243 scopus 로고    scopus 로고
    • Land-use/land-cover classification with multispectral and hyperspectral EO-1 data
    • XU, B. and GONG, P., 2007, Land-use/land-cover classification with multispectral and hyperspectral EO-1 data. Photogrammetric Engineering and Remote Sensing, 73, pp. 955-965.
    • (2007) Photogrammetric Engineering and Remote Sensing , vol.73 , pp. 955-965
    • Xu, B.1    Gong, P.2
  • 30
    • 0033934292 scopus 로고    scopus 로고
    • A comparison of canonical discriminant analysis and principal component analysis for spectral transformation
    • ZHAO, G. and MACLEAN, A.L., 2000, A comparison of canonical discriminant analysis and principal component analysis for spectral transformation. Photogrammetric Engineering and Remote Sensing, 66, pp. 841-847.
    • (2000) Photogrammetric Engineering and Remote Sensing , vol.66 , pp. 841-847
    • Zhao, G.1    Maclean, A.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.