메뉴 건너뛰기




Volumn 28, Issue 1, 2014, Pages 140-149

Forest tree species discrimination in western Himalaya using EO-1 Hyperion

Author keywords

Himalaya; Hyperion; Hyperspectral; SAM; Species discrimination; SVM

Indexed keywords

ACCURACY ASSESSMENT; FOREST COVER; FOREST DYNAMICS; HYPERION; LANDSAT THEMATIC MAPPER; SATELLITE DATA; SATELLITE IMAGERY; VEGETATION CLASSIFICATION; VEGETATION MAPPING;

EID: 84897452056     PISSN: 15698432     EISSN: 1872826X     Source Type: Journal    
DOI: 10.1016/j.jag.2013.11.011     Document Type: Article
Times cited : (69)

References (49)
  • 1
    • 84877913376 scopus 로고    scopus 로고
    • Hyperspectral remote sensing of canopy chemistry, physiology and biodiversity in tropical rain forests
    • Kalascska, M., Arturo Sanchez-Azofeifa, G. (Eds.). CRC press Taylor and Francis group, Boca Raton, London, New York.
    • Asner, G.P., 2008. Hyperspectral remote sensing of canopy chemistry, physiology and biodiversity in tropical rain forests. In: Kalascska, M., Arturo Sanchez-Azofeifa, G. (Eds.), Hyperspectral Remote Sensing of Tropical and Sub-Tropical Forests. CRC press Taylor and Francis group, Boca Raton, London, New York, pp.161-196.
    • (2008) Hyperspectral Remote Sensing of Tropical and Sub-Tropical Forests , pp. 161-196
    • Asner, G.P.1
  • 2
    • 0036378759 scopus 로고    scopus 로고
    • Spectral unmixing of vegetation, soil and drycarbon cover in arid regions: comparing multispectral and hyper-spectral observations
    • Asner, G.P., Heidebrecht, K.B., 2002. Spectral unmixing of vegetation, soil and drycarbon cover in arid regions: comparing multispectral and hyper-spectral observations. International Journal of Remote Sensing 23, 3939-3958.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3939-3958
    • Asner, G.P.1    Heidebrecht, K.B.2
  • 4
    • 43949125818 scopus 로고    scopus 로고
    • Evaluation of Random Forest and Adaboost treebased ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery
    • Chan, J.C.W., Palinckx, D., 2008. Evaluation of Random Forest and Adaboost treebased ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery. Remote Sensing of Environment 112, 2999-3011.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2999-3011
    • Chan, J.C.W.1    Palinckx, D.2
  • 5
    • 21444447781 scopus 로고    scopus 로고
    • Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales
    • Clark, M.L., Roberts, D.A., Clark, D.B., 2005. Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales. Remote Sensing of Environment 96, 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
    • 0026278621 scopus 로고
    • A review of assessing the accuracy of classifications of remotely sensed data
    • Congalton, R.G., 1991. A review of assessing the accuracy of classifications of remotely sensed data. Remote Sensing of Environment 37, 35-46.
    • (1991) Remote Sensing of Environment , vol.37 , pp. 35-46
    • Congalton, R.G.1
  • 8
    • 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 (10), 2075-2087.
    • (2000) International Journal of Remote Sensing , vol.21 , Issue.10 , pp. 2075-2087
    • Cochrane, M.A.1
  • 9
    • 0024856758 scopus 로고
    • Remote sensing of foliar chemistry
    • Curran, P.J., 1989. Remote sensing of foliar chemistry. Remote Sensing of Environment 30 (3), 271-278.
    • (1989) Remote Sensing of Environment , vol.30 , Issue.3 , pp. 271-278
    • Curran, P.J.1
  • 10
    • 0003071233 scopus 로고
    • The effect of a red leaf pigment on the relationship between red edge and chlorophyll concentration
    • Curran, P.J., Dungan, J.L., Macler, B.A., Plummer, S.E., 1991. The effect of a red leaf pigment on the relationship between red edge and chlorophyll concentration. Remote Sensing of Environment 35, 69-76.
    • (1991) Remote Sensing of Environment , vol.35 , pp. 69-76
    • Curran, P.J.1    Dungan, J.L.2    Macler, B.A.3    Plummer, S.E.4
  • 11
    • 70349172947 scopus 로고    scopus 로고
    • The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas
    • Dalponte, M., Bruzzone, L., Vescovo, L., Gianelle, D., 2009. The role of spectral resolution and classifier complexity in the analysis of hyperspectral images of forest areas. Remote Sensing of Environment 113, 2345-2355.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 2345-2355
    • Dalponte, M.1    Bruzzone, L.2    Vescovo, L.3    Gianelle, D.4
  • 12
    • 0037209421 scopus 로고    scopus 로고
    • Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery
    • Du, Q., Ren, H., 2003. Real-time constrained linear discriminant analysis to target detection and classification in hyperspectral imagery. Pattern Recognition 36, 1-12.
    • (2003) Pattern Recognition , vol.36 , pp. 1-12
    • Du, Q.1    Ren, H.2
  • 13
    • 1942439885 scopus 로고    scopus 로고
    • Comparison of maximum likelihood classification method with supervised artificial neural network algorithms for land use activities
    • Erbek, F.S., Ozkan, C., Taberner, M., 2004. Comparison of maximum likelihood classification method with supervised artificial neural network algorithms for land use activities. International Journal of Remote Sensing 25, 1733-1748.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 1733-1748
    • Erbek, F.S.1    Ozkan, C.2    Taberner, M.3
  • 14
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • Filella, I., Penuelas, J., 1994. The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status. International Journal of Remote Sensing 15, 1459-1470.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 1459-1470
    • Filella, I.1    Penuelas, J.2
  • 15
    • 3242759024 scopus 로고    scopus 로고
    • Supervised image classification by MLP and RBF neural networks with and without an exhaustively defined set of classes
    • Foody, G.M., 2004. Supervised image classification by MLP and RBF neural networks with and without an exhaustively defined set of classes. International Journal of Remote Sensing 25, 3091-3104.
    • (2004) International Journal of Remote Sensing , vol.25 , pp. 3091-3104
    • Foody, G.M.1
  • 19
    • 20044367501 scopus 로고    scopus 로고
    • Classification of Iowa Wetlands using an airborne hyperspectral image: a comparison of Spectral Angle Mapper (SAM) Classifier and an Object-Oriented (OO) approach
    • Harken, J., Sugumaran, R., 2005. Classification of Iowa Wetlands using an airborne hyperspectral image: a comparison of Spectral Angle Mapper (SAM) Classifier and an Object-Oriented (OO) approach. Canadian Journal of Remote Sensing 31 (2), 1-8.
    • (2005) Canadian Journal of Remote Sensing , vol.31 , Issue.2 , pp. 1-8
    • Harken, J.1    Sugumaran, R.2
  • 20
    • 35948959081 scopus 로고    scopus 로고
    • Use of hyperspectral data to assess the effects of different nitrogen applications on a potato crop
    • Jain, N., Ray, S.S., Singh, J.P., Panigrahy, S., 2007. Use of hyperspectral data to assess the effects of different nitrogen applications on a potato crop. Precision Agriculture 8, 225-239.
    • (2007) Precision Agriculture , vol.8 , pp. 225-239
    • Jain, N.1    Ray, S.S.2    Singh, J.P.3    Panigrahy, S.4
  • 21
    • 0010784245 scopus 로고
    • Vegetation Description and Analysis
    • John Wiley and Sons, London
    • Kent, M., Coker, P., 1992. Vegetation Description and Analysis. A Practical Approach. John Wiley and Sons, London.
    • (1992) A Practical Approach.
    • Kent, M.1    Coker, P.2
  • 23
    • 0013307067 scopus 로고    scopus 로고
    • Imaging spectrometry and vegetation science
    • van der Meer, F., de Jong, S.M. (Eds.). Kluwer Academic publishers, Dordrecht, The Netherlands.
    • Kumar, L., Schmidt, K.S., Dury, S., Skidmore, A.K., 2001. Imaging spectrometry and vegetation science. In: van der Meer, F., de Jong, S.M. (Eds.), Imaging Spectrometry. Kluwer Academic publishers, Dordrecht, The Netherlands.
    • (2001) Imaging Spectrometry
    • Kumar, L.1    Schmidt, K.S.2    Dury, S.3    Skidmore, A.K.4
  • 25
    • 1842431416 scopus 로고    scopus 로고
    • Classification of remotely sensed imagery using stochastic gradient boosting as a refinement of classification treeanalysis
    • Lawrence, R., Bunn, A., Powell, S., Zmabon, M., 2004. Classification of remotely sensed imagery using stochastic gradient boosting as a refinement of classification treeanalysis. Remote Sensing of Environment 90, 331-336.
    • (2004) Remote Sensing of Environment , vol.90 , pp. 331-336
    • Lawrence, R.1    Bunn, A.2    Powell, S.3    Zmabon, M.4
  • 26
    • 41449111212 scopus 로고    scopus 로고
    • Classification of Australian forest communities using aerial photography, CASI and HyMap data
    • Lucas, R., Bunting, P., Paterson, Chisholm, L., 2008. Classification of Australian forest communities using aerial photography, CASI and HyMap data. Remote Sensing of Environment 110, 2088-2103.
    • (2008) Remote Sensing of Environment , vol.110 , pp. 2088-2103
    • Lucas, R.1    Bunting, P.2    Paterson Chisholm, L.3
  • 27
    • 4344614511 scopus 로고    scopus 로고
    • Classification of hyperspectral remote sensing images with support vector machines
    • Melgani, F., Bruzzone, L., 2004. Classification of hyperspectral remote sensing images with support vector machines. IEEE Transactions on Geoscience and Remote Sensing 42, 1778-1790.
    • (2004) IEEE Transactions on Geoscience and Remote Sensing , vol.42 , pp. 1778-1790
    • Melgani, F.1    Bruzzone, L.2
  • 29
    • 84899848814 scopus 로고    scopus 로고
    • A robust texture analysis and classification approach for urban land-use and land-cover feature discrimination
    • Myint, S.W., 2001. A robust texture analysis and classification approach for urban land-use and land-cover feature discrimination. Geocarto International 16, 27-38.
    • (2001) Geocarto International , vol.16 , pp. 27-38
    • Myint, S.W.1
  • 31
    • 0034890857 scopus 로고    scopus 로고
    • Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments
    • Okin, G.S., Roberts, D.A., Murray, B., Okin, W.J., 2001. Practical limits on hyperspectral vegetation discrimination in arid and semiarid environments. Remote Sensing of Environment 77, 212-225.
    • (2001) Remote Sensing of Environment , vol.77 , pp. 212-225
    • Okin, G.S.1    Roberts, D.A.2    Murray, B.3    Okin, W.J.4
  • 32
    • 0141569007 scopus 로고    scopus 로고
    • An assessment of the effectiveness of decision tree methods for land cover classification
    • Pal, M., Mather, P.M., 2003. An assessment of the effectiveness of decision tree methods for land cover classification. Remote Sensing of Environment 86, 554-565.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 554-565
    • Pal, M.1    Mather, P.M.2
  • 33
    • 33747086525 scopus 로고    scopus 로고
    • Some issues in the classification of DAIS hyperspectral data
    • Pal, M., Mather, P.M., 2006. Some issues in the classification of DAIS hyperspectral data. International Journal of Remote Sensing 27, 2895-2916.
    • (2006) International Journal of Remote Sensing , vol.27 , pp. 2895-2916
    • Pal, M.1    Mather, P.M.2
  • 34
    • 84857916067 scopus 로고    scopus 로고
    • Support Vector Machine and object based classification for obtaining landuse/landcover cartography from Hyperion hyperspectral imagery
    • Petropoulos, G.P., Kalaitzidis, C., Vadrevu, K.P., 2012. Support Vector Machine and object based classification for obtaining landuse/landcover cartography from Hyperion hyperspectral imagery. Computers and Geosciences 41, 99-107.
    • (2012) Computers and Geosciences , vol.41 , pp. 99-107
    • Petropoulos, G.P.1    Kalaitzidis, C.2    Vadrevu, K.P.3
  • 35
    • 4143144226 scopus 로고    scopus 로고
    • A comparison of AVIRIS and Landsat for land use classification at the urban fringe
    • Platt, R.V., Goetz, A.F.H., 2004. A comparison of AVIRIS and Landsat for land use classification at the urban fringe. Photogrammetric Engineering and Remote Sensing 70, 813-819.
    • (2004) Photogrammetric Engineering and Remote Sensing , vol.70 , pp. 813-819
    • Platt, R.V.1    Goetz, A.F.H.2
  • 37
    • 0041419349 scopus 로고    scopus 로고
    • Measuring the physical composition of urban morphology using multiple endmember spectral mixture analysis
    • Rashed, T., Weeks, J.R., Roberts, D., Rogan, J., Powell, R., 2003. Measuring the physical composition of urban morphology using multiple endmember spectral mixture analysis. Photogrammetric Engineering and Remote Sensing 69, 1011-1020.
    • (2003) Photogrammetric Engineering and Remote Sensing , vol.69 , pp. 1011-1020
    • Rashed, T.1    Weeks, J.R.2    Roberts, D.3    Rogan, J.4    Powell, R.5
  • 39
    • 0037466369 scopus 로고    scopus 로고
    • Spectral discrimination of vegetation types in a coastal wetland
    • Schmidt, K.S., Skidmore, A.K., 2003. Spectral discrimination of vegetation types in a coastal wetland. Remote Sensing of Environment 85, 92-108.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 92-108
    • Schmidt, K.S.1    Skidmore, A.K.2
  • 40
    • 0036323440 scopus 로고    scopus 로고
    • Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: decomposing biochemical from structural signals
    • Serrano, L., Penuelas, J., Ustin, S.L., 2002. Remote sensing of nitrogen and lignin in Mediterranean vegetation from AVIRIS data: decomposing biochemical from structural signals. Remote Sensing of Environment 81, 355-364.
    • (2002) Remote Sensing of Environment , vol.81 , pp. 355-364
    • Serrano, L.1    Penuelas, J.2    Ustin, S.L.3
  • 44
    • 0041501524 scopus 로고    scopus 로고
    • Optimal hyperspectral narrow bands for discriminating agricultural crops
    • Thenkabail, P.S., 2002. Optimal hyperspectral narrow bands for discriminating agricultural crops. Remote Sensing Reviews 20, 257-291.
    • (2002) Remote Sensing Reviews , vol.20 , pp. 257-291
    • Thenkabail, P.S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.