메뉴 건너뛰기




Volumn 115, Issue 9, 2011, Pages 2415-2422

Spectroscopic classification of tropical forest species using radiative transfer modeling

Author keywords

4SAIL2; Humid tropical forest; Hyperspectral data; Leaf spectroscopy; Linear discriminant analysis; Model inversion; PROSPECT; Species discrimination; Spectranomics

Indexed keywords

4SAIL2; HUMID TROPICAL FOREST; HYPERSPECTRAL DATA; LEAF SPECTROSCOPY; LINEAR DISCRIMINANT ANALYSIS; MODEL INVERSION; PROSPECT; SPECIES DISCRIMINATION; SPECTRANOMICS;

EID: 79958743653     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2011.05.004     Document Type: Article
Times cited : (64)

References (50)
  • 1
    • 0032084065 scopus 로고    scopus 로고
    • Biophysical and biochemical sources of variability in canopy reflectance
    • Asner G.P. Biophysical and biochemical sources of variability in canopy reflectance. Remote Sensing of Environment 1998, 64:134-153.
    • (1998) Remote Sensing of Environment , vol.64 , pp. 134-153
    • Asner, G.P.1
  • 2
    • 0038356401 scopus 로고    scopus 로고
    • Global synthesis of leaf area index observations: Implications for ecological and remote sensing studies
    • Asner G.P., Scurlock J.M.O., Hicke J.A. Global synthesis of leaf area index observations: Implications for ecological and remote sensing studies. Global Ecology and Biogeography 2003, 12:191-205.
    • (2003) Global Ecology and Biogeography , vol.12 , pp. 191-205
    • Asner, G.P.1    Scurlock, J.M.O.2    Hicke, J.A.3
  • 4
    • 50849144917 scopus 로고    scopus 로고
    • Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels
    • Asner G.P., Martin R.E. Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels. Remote Sensing of Environment 2008, 112:3958-3970.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 3958-3970
    • Asner, G.P.1    Martin, R.E.2
  • 5
    • 63849149596 scopus 로고    scopus 로고
    • Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests
    • Asner G.P., Martin R.E. Airborne spectranomics: Mapping canopy chemical and taxonomic diversity in tropical forests. Frontiers in Ecology and the Environment 2009, 7:269-276.
    • (2009) Frontiers in Ecology and the Environment , vol.7 , pp. 269-276
    • Asner, G.P.1    Martin, R.E.2
  • 6
    • 77958089010 scopus 로고    scopus 로고
    • Combined effect of climate and land-use change on the future of humid tropical forests
    • Asner G.P., Loarie S.R., Heyder U. Combined effect of climate and land-use change on the future of humid tropical forests. Conservation Letters 2010, 3:395-403.
    • (2010) Conservation Letters , vol.3 , pp. 395-403
    • Asner, G.P.1    Loarie, S.R.2    Heyder, U.3
  • 8
    • 79551545887 scopus 로고    scopus 로고
    • Canopy phylogenic, chemical and spectral assembly in a lowland Amazonian forest
    • Asner G.P., Martin R.E. Canopy phylogenic, chemical and spectral assembly in a lowland Amazonian forest. The New Phytologist 2011, 189:999-1012.
    • (2011) The New Phytologist , vol.189 , pp. 999-1012
    • Asner, G.P.1    Martin, R.E.2
  • 9
    • 33751337343 scopus 로고    scopus 로고
    • Neural network estimation of LAI, fAPAR, fCover and LAI×Cab, from top of canopy MERIS reflectance data: Principles and validation
    • Bacour C., Baret F., Béal D., Weiss M., Pavageau K. Neural network estimation of LAI, fAPAR, fCover and LAI×Cab, from top of canopy MERIS reflectance data: Principles and validation. Remote Sensing of Environment 2006, 105:313-325.
    • (2006) Remote Sensing of Environment , vol.105 , pp. 313-325
    • Bacour, C.1    Baret, F.2    Béal, D.3    Weiss, M.4    Pavageau, K.5
  • 10
    • 0028431036 scopus 로고
    • Use of spectral analogy to evaluate canopy reflectance sensitivity to leaf optical properties
    • Baret F., Vanderbilt V.C., Steven M.D., Jacquemoud S. Use of spectral analogy to evaluate canopy reflectance sensitivity to leaf optical properties. Remote Sensing of Environment 1994, 48:253-260.
    • (1994) Remote Sensing of Environment , vol.48 , pp. 253-260
    • Baret, F.1    Vanderbilt, V.C.2    Steven, M.D.3    Jacquemoud, S.4
  • 11
    • 36749043794 scopus 로고    scopus 로고
    • Quantifying the biodiversity value of tropical primary, secondary, and plantation forests
    • Barlow J., Gardner T.A., Araujo I.S., et al. Quantifying the biodiversity value of tropical primary, secondary, and plantation forests. Proceedings of the National Academy of Sciences 2007, 104:18555-18560.
    • (2007) Proceedings of the National Academy of Sciences , vol.104 , pp. 18555-18560
    • Barlow, J.1    Gardner, T.A.2    Araujo, I.S.3
  • 12
    • 62849116879 scopus 로고    scopus 로고
    • Estimation of chlorophyll content in Eucalyptus globulus foliage with the leaf reflectance model PROSPECT
    • Barry K.M., Newnham G.J., Stone C. Estimation of chlorophyll content in Eucalyptus globulus foliage with the leaf reflectance model PROSPECT. Agricultural and Forest Meteorology 2009, 149:1209-1213.
    • (2009) Agricultural and Forest Meteorology , vol.149 , pp. 1209-1213
    • Barry, K.M.1    Newnham, G.J.2    Stone, C.3
  • 13
    • 0025255755 scopus 로고
    • Derivation of an angle density function for canopies with ellipsoidal leaf angle distributions
    • Campbell G.S. Derivation of an angle density function for canopies with ellipsoidal leaf angle distributions. Agricultural and Forest Meteorology 1990, 49:173-176.
    • (1990) Agricultural and Forest Meteorology , vol.49 , pp. 173-176
    • Campbell, G.S.1
  • 14
    • 34648836084 scopus 로고    scopus 로고
    • Hyperspectral remote sensing of canopy biodiversity in Hawaiian lowland rainforests
    • Carlson K.C., Asner G.P., Hughes R.F., Ostertag R., Martin R.E. Hyperspectral remote sensing of canopy biodiversity in Hawaiian lowland rainforests. Ecosystems 2007, 10:536-549.
    • (2007) Ecosystems , vol.10 , pp. 536-549
    • Carlson, K.C.1    Asner, G.P.2    Hughes, R.F.3    Ostertag, R.4    Martin, R.E.5
  • 16
    • 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. Hyperspectral discrimination of tropical rain forest tree species at leaf to crown scales. Remote Sensing of Environment 2005, 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
  • 17
    • 0034082989 scopus 로고    scopus 로고
    • Using vegetation reflectance variability for species level classification of hyperspectral data
    • Cochrane M.A. Using vegetation reflectance variability for species level classification of hyperspectral data. International Journal of Remote Sensing 2000, 21:2075-2087.
    • (2000) International Journal of Remote Sensing , vol.21 , pp. 2075-2087
    • Cochrane, M.A.1
  • 18
    • 0037211652 scopus 로고    scopus 로고
    • Retrieval of canopy biophysical variables from bidirectional reflectance: Using prior information to solve the ill-posed inverse problem
    • Combal B., Baret F., Weiss M., Trubuil A., Mace D., Pragnere A., et al. Retrieval of canopy biophysical variables from bidirectional reflectance: Using prior information to solve the ill-posed inverse problem. Remote Sensing of Environment 2002, 84:1-15.
    • (2002) Remote Sensing of Environment , vol.84 , pp. 1-15
    • Combal, B.1    Baret, F.2    Weiss, M.3    Trubuil, A.4    Mace, D.5    Pragnere, A.6
  • 21
    • 79958723092 scopus 로고    scopus 로고
    • (in preparation). A method to extract leaf spectral absorption from canopy reflectance.
    • Féret, J. -B., & Asner, G. P. (in preparation). A method to extract leaf spectral absorption from canopy reflectance.
    • Féret, J.-B.1    Asner, G.P.2
  • 22
    • 0030152155 scopus 로고    scopus 로고
    • Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems
    • Fourty T., Baret F., Jacquemoud S., Schmuck G., Verdebout J. Leaf optical properties with explicit description of its biochemical composition: Direct and inverse problems. Remote Sensing of Environment 1996, 56:104-117.
    • (1996) Remote Sensing of Environment , vol.56 , pp. 104-117
    • Fourty, T.1    Baret, F.2    Jacquemoud, S.3    Schmuck, G.4    Verdebout, J.5
  • 25
    • 79958712995 scopus 로고    scopus 로고
    • Band selection using hyperspectral data of subtropical tree species, Proceedings of Asian Conference on Remote Sensing, Hong Kong, China
    • Fung T., Ma F.Y., Siu W.L. 1999 1999, Band selection using hyperspectral data of subtropical tree species, Proceedings of Asian Conference on Remote Sensing, Hong Kong, China.
    • (1999) 1999
    • Fung, T.1    Ma, F.Y.2    Siu, W.L.3
  • 26
    • 0344074641 scopus 로고    scopus 로고
    • Conifer species recognition: exploratory analysis of in situ hyperspectral data
    • Gong P., Pu R., Yu B. Conifer species recognition: exploratory analysis of in situ hyperspectral data. Remote Sensing of Environment 1997, 62:189-200.
    • (1997) Remote Sensing of Environment , vol.62 , pp. 189-200
    • Gong, P.1    Pu, R.2    Yu, B.3
  • 28
    • 44949287707 scopus 로고
    • PROSPECT: A model of leaf optical properties spectra
    • Jacquemoud S., Baret F. PROSPECT: A model of leaf optical properties spectra. Remote Sensing of Environment 1990, 34:75-91.
    • (1990) Remote Sensing of Environment , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 29
    • 0027338799 scopus 로고
    • Inversion of the PROSPECT+SAIL canopy reflectance model from AVIRIS equivalent spectra: theoretical study
    • Jacquemoud S. Inversion of the PROSPECT+SAIL canopy reflectance model from AVIRIS equivalent spectra: theoretical study. Remote Sensing of Environment 1993, 44:281-292.
    • (1993) Remote Sensing of Environment , vol.44 , pp. 281-292
    • Jacquemoud, S.1
  • 34
    • 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., Congalton R.G. Determining forest species composition using high spectral resolution remote sensing data. Remote Sensing of Environment 1998, 65:249-254.
    • (1998) Remote Sensing of Environment , vol.65 , pp. 249-254
    • Martin, M.E.1    Newman, S.D.2    Aber, J.D.3    Congalton, R.G.4
  • 35
    • 65349125882 scopus 로고    scopus 로고
    • Leaf chemical and optical properties of Metrosideros polymorpha across environmental gradients in Hawaii
    • Martin R.E., Asner G.P. Leaf chemical and optical properties of Metrosideros polymorpha across environmental gradients in Hawaii. Biotropica 2009, 41:292-301.
    • (2009) Biotropica , vol.41 , pp. 292-301
    • Martin, R.E.1    Asner, G.P.2
  • 38
    • 77949666607 scopus 로고    scopus 로고
    • Using hyperspectral satellite imagery for regional inventories: a test with tropical emergent trees in the Amazon Basin
    • Papeş M., Tupayachi R., Martínez P., Peterson A.T., Powell G.V.N. Using hyperspectral satellite imagery for regional inventories: a test with tropical emergent trees in the Amazon Basin. Journal of Vegetation Science 2010, 21:342-354.
    • (2010) Journal of Vegetation Science , vol.21 , pp. 342-354
    • Papeş, M.1    Tupayachi, R.2    Martínez, P.3    Peterson, A.T.4    Powell, G.V.N.5
  • 39
    • 0028667905 scopus 로고
    • How unique are spectral signatures?
    • Price J.C. How unique are spectral signatures?. Remote Sensing of Environment 1994, 49:181-186.
    • (1994) Remote Sensing of Environment , vol.49 , pp. 181-186
    • Price, J.C.1
  • 40
    • 77949717571 scopus 로고    scopus 로고
    • Species classification of tropical tree leaf reflectance and dependence on selection of spectral bands
    • Taylor and Francis Group, Boca Raton, Fl, M. Kalacska, G.A. Sanchez-Azofeifa (Eds.)
    • Rivard B., Sanchez-Azofeifa G.A., Foley S., Calvo-Alvarado J.C. Species classification of tropical tree leaf reflectance and dependence on selection of spectral bands. Hyperspectral remote sensing of tropical and subtropical forests 2008, 261-296. Taylor and Francis Group, Boca Raton, Fl. M. Kalacska, G.A. Sanchez-Azofeifa (Eds.).
    • (2008) Hyperspectral remote sensing of tropical and subtropical forests , pp. 261-296
    • Rivard, B.1    Sanchez-Azofeifa, G.A.2    Foley, S.3    Calvo-Alvarado, J.C.4
  • 42
    • 4243060322 scopus 로고    scopus 로고
    • Spectral and structural measures of Northwest forest vegetation at leaf to landscape scales
    • Roberts D.A., Ustin S.L., Ogunjemiyo S., Greenberg J., Dobrowski S.Z., Chen J., et al. Spectral and structural measures of Northwest forest vegetation at leaf to landscape scales. Ecosystems 2004, 7:545-562.
    • (2004) Ecosystems , vol.7 , pp. 545-562
    • Roberts, D.A.1    Ustin, S.L.2    Ogunjemiyo, S.3    Greenberg, J.4    Dobrowski, S.Z.5    Chen, J.6
  • 45
    • 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., Wynne R.H. Examining pine spectral separability using hyperspectral data from an airborne sensor: An extension of field-based results. International Journal of Remote Sensing 2007, 28:431-436.
    • (2007) International Journal of Remote Sensing , vol.28 , pp. 431-436
    • Van Aardt, J.A.N.1    Wynne, R.H.2
  • 46
    • 79958748221 scopus 로고    scopus 로고
    • Theory of radiative transfer models applied in optical remote sensing of vegetation canopies. Ph.D. dissertation, Wageningen Agricultural Univ., Wageningen, The Netherlands.
    • Verhoef, W. (1998). Theory of radiative transfer models applied in optical remote sensing of vegetation canopies. Ph.D. dissertation, Wageningen Agricultural Univ., Wageningen, The Netherlands.
    • (1998)
    • Verhoef, W.1
  • 47
    • 34249872209 scopus 로고    scopus 로고
    • Coupled soil-leaf-canopy and atmosphere radiative transfer modeling to simulate hyperspectral multi-angular surface reflectance and TOA radiance data
    • Verhoef W., Bach H. Coupled soil-leaf-canopy and atmosphere radiative transfer modeling to simulate hyperspectral multi-angular surface reflectance and TOA radiance data. Remote Sensing of Environment 2007, 109:166-182.
    • (2007) Remote Sensing of Environment , vol.109 , pp. 166-182
    • Verhoef, W.1    Bach, H.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.