메뉴 건너뛰기




Volumn 3, Issue 2, 2016, Pages 107-118

Inversion of radiative transfer model for retrieval of wheat biophysical parameters from broadband reflectance measurements

Author keywords

Chlorophyll content; IRS LISS 3; Leaf area index; Look up table; Neural network; PROSAIL; Target diagram

Indexed keywords

BIOPHYSICS; CHLOROPHYLL; CROPS; NEURAL NETWORKS; REFLECTION; TABLE LOOKUP;

EID: 85017002342     PISSN: 22143173     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.inpa.2016.04.001     Document Type: Article
Times cited : (54)

References (52)
  • 1
    • 41449108067 scopus 로고    scopus 로고
    • Inversion of a radiative transfer model for estimating vegetation LAI and chlorophyll in a heterogeneous grassland
    • [1] Darvishzadeh, R., Skidmore, A., Schlerf, M., Atzberger, C., Inversion of a radiative transfer model for estimating vegetation LAI and chlorophyll in a heterogeneous grassland. Remote Sens Environ 112:5 (2008), 2592–2604.
    • (2008) Remote Sens Environ , vol.112 , Issue.5 , pp. 2592-2604
    • Darvishzadeh, R.1    Skidmore, A.2    Schlerf, M.3    Atzberger, C.4
  • 2
    • 36248944108 scopus 로고    scopus 로고
    • LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages
    • [2] Yao, Y., Liu, Q., Li, X., LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages. Remote Sens Environ 112 (2008), 94–106.
    • (2008) Remote Sens Environ , vol.112 , pp. 94-106
    • Yao, Y.1    Liu, Q.2    Li, X.3
  • 3
    • 84856315315 scopus 로고    scopus 로고
    • Assessing the impact of N-fertilization on biochemical composition and biomass of a Douglas-fir canopy – a remote sensing approach
    • [3] Hilker, T., Lepine, L., Coops, N.C., Jassal, R.S., Black, T.A., Wulder, M.A., et al. Assessing the impact of N-fertilization on biochemical composition and biomass of a Douglas-fir canopy – a remote sensing approach. Agric For Meteorol 153 (2012), 124–133.
    • (2012) Agric For Meteorol , vol.153 , pp. 124-133
    • Hilker, T.1    Lepine, L.2    Coops, N.C.3    Jassal, R.S.4    Black, T.A.5    Wulder, M.A.6
  • 4
    • 0035390984 scopus 로고    scopus 로고
    • Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data
    • [4] Zarco-Tejada, P.J., Miller, J.R., Noland, T.L., Mohammed, G.H., Sampson, P.H., Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Trans Geosci Remote Sens 39 (2001), 1491–1507.
    • (2001) IEEE Trans Geosci Remote Sens , vol.39 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4    Sampson, P.H.5
  • 5
    • 36248956116 scopus 로고    scopus 로고
    • Mapping leaf chlorophyll and leaf area index using inverse and forward canopy reflectance modeling and SPOT reflectance data
    • [5] Houborg, R., Boegh, E., Mapping leaf chlorophyll and leaf area index using inverse and forward canopy reflectance modeling and SPOT reflectance data. Remote Sens Environ 112 (2008), 186–202.
    • (2008) Remote Sens Environ , vol.112 , pp. 186-202
    • Houborg, R.1    Boegh, E.2
  • 6
    • 37249041897 scopus 로고    scopus 로고
    • Estimating structural and biochemical parameters for grassland from spectroradiometer data by radiative transfer modelling (PROSPECT + SAIL)
    • [6] Vohland, M., Jarmer, T., Estimating structural and biochemical parameters for grassland from spectroradiometer data by radiative transfer modelling (PROSPECT + SAIL). Int J Remote Sens 29 (2008), 191–209.
    • (2008) Int J Remote Sens , vol.29 , pp. 191-209
    • Vohland, M.1    Jarmer, T.2
  • 7
    • 2942528742 scopus 로고    scopus 로고
    • Using imaging spectroscopy to study ecosystem processes and properties
    • [7] Ustin, S.L., Roberts, D.A., Gamon, J.A., Asner, G.P., Green, R.O., Using imaging spectroscopy to study ecosystem processes and properties. Bioscience 54:6 (2004), 523–534.
    • (2004) Bioscience , vol.54 , Issue.6 , pp. 523-534
    • Ustin, S.L.1    Roberts, D.A.2    Gamon, J.A.3    Asner, G.P.4    Green, R.O.5
  • 8
    • 0026288140 scopus 로고
    • Vegetation canopy reflectance: factors of variation and application for agriculture
    • A.S. Belward C.R. Valenzuela Springer Brussels
    • [8] Baret, F., Vegetation canopy reflectance: factors of variation and application for agriculture. Belward, A.S., Valenzuela, C.R., (eds.) Remote sensing and geographical information systems for resource management in developing countries, 1991, Springer, Brussels, 145–167.
    • (1991) Remote sensing and geographical information systems for resource management in developing countries , pp. 145-167
    • Baret, F.1
  • 9
    • 0038606455 scopus 로고    scopus 로고
    • Retrieval of leaf area index in different vegetation types using high resolution satellite data
    • [9] Colombo, R., Retrieval of leaf area index in different vegetation types using high resolution satellite data. Remote Sens Environ 86 (2003), 120–131.
    • (2003) Remote Sens Environ , vol.86 , pp. 120-131
    • Colombo, R.1
  • 10
    • 78650885439 scopus 로고    scopus 로고
    • Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: evaluation over an agricultural area with CHRIS/PROBA observations
    • [10] Verger, A., Baret, F., Camacho, F., Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: evaluation over an agricultural area with CHRIS/PROBA observations. Remote Sens Environ 115 (2011), 415–426.
    • (2011) Remote Sens Environ , vol.115 , pp. 415-426
    • Verger, A.1    Baret, F.2    Camacho, F.3
  • 11
    • 0036032044 scopus 로고    scopus 로고
    • Reliability of the estimation of vegetation characteristics by inversion of three canopy reflectance models on airborne POLDER data
    • [11] Bacour, C., Jacquemoud, S., Leroy, M., Hautecoeur, O., Weiss, M., Prevot, L., et al. Reliability of the estimation of vegetation characteristics by inversion of three canopy reflectance models on airborne POLDER data. Agronomie 22 (2002), 555–565.
    • (2002) Agronomie , vol.22 , pp. 555-565
    • Bacour, C.1    Jacquemoud, S.2    Leroy, M.3    Hautecoeur, O.4    Weiss, M.5    Prevot, L.6
  • 12
    • 79957497478 scopus 로고    scopus 로고
    • Estimation of vegetation clumping index using MODIS BRDF data
    • [12] Pisek, J., Chen, J.M., Nilson, T., Estimation of vegetation clumping index using MODIS BRDF data. Int J Remote Sens 32 (2011), 2645–2657.
    • (2011) Int J Remote Sens , vol.32 , pp. 2645-2657
    • Pisek, J.1    Chen, J.M.2    Nilson, T.3
  • 13
    • 79958747827 scopus 로고    scopus 로고
    • Variability in surface BRDF at different spatial scales (30 m–500 m) over a mixed agricultural landscape as retrieved from airborne and satellite spectral measurements
    • [13] Román, M.O., Gatebe, C.K., Schaaf, C.B., Poudyal, R., Wang, Z., King, M.D., Variability in surface BRDF at different spatial scales (30 m–500 m) over a mixed agricultural landscape as retrieved from airborne and satellite spectral measurements. Remote Sens Environ 115 (2011), 2184–2203.
    • (2011) Remote Sens Environ , vol.115 , pp. 2184-2203
    • Román, M.O.1    Gatebe, C.K.2    Schaaf, C.B.3    Poudyal, R.4    Wang, Z.5    King, M.D.6
  • 14
    • 4444224968 scopus 로고    scopus 로고
    • A comparison of empirical and neural network approaches for estimating corn and soybean leaf area index from Landsat ETM+ imagery
    • [14] Walthall, C., Dulaney, W., Anderson, M., Norman, J., Fang, H., Liang, S., A comparison of empirical and neural network approaches for estimating corn and soybean leaf area index from Landsat ETM+ imagery. Remote Sens Environ 92 (2004), 465–474.
    • (2004) Remote Sens Environ , vol.92 , pp. 465-474
    • Walthall, C.1    Dulaney, W.2    Anderson, M.3    Norman, J.4    Fang, H.5    Liang, S.6
  • 15
    • 84900657092 scopus 로고    scopus 로고
    • Estimating canopy characteristics from remote sensing observations: review of methods and associated problems
    • S. Liang Springer Germany
    • [15] Baret, F., Buis, S., Estimating canopy characteristics from remote sensing observations: review of methods and associated problems. Liang, S., (eds.) Advances in land remote sensing: system, modeling, inversion and application, 2008, Springer, Germany, 173–201.
    • (2008) Advances in land remote sensing: system, modeling, inversion and application , pp. 173-201
    • Baret, F.1    Buis, S.2
  • 16
    • 37049007853 scopus 로고    scopus 로고
    • Recent developments in estimating land surface biogeophysical variables from optical remote sensing
    • [16] Liang, S., Recent developments in estimating land surface biogeophysical variables from optical remote sensing. Prog Phys Geogr 31 (2007), 501–516.
    • (2007) Prog Phys Geogr , vol.31 , pp. 501-516
    • Liang, S.1
  • 17
    • 70249134874 scopus 로고    scopus 로고
    • Efficient radiative transfer model inversion for remote sensing applications
    • [17] Hedley, J., Roelfsema, C., Phinn, S.R., Efficient radiative transfer model inversion for remote sensing applications. Remote Sens Environ 113 (2009), 2527–2532.
    • (2009) Remote Sens Environ , vol.113 , pp. 2527-2532
    • Hedley, J.1    Roelfsema, C.2    Phinn, S.R.3
  • 18
    • 0028982382 scopus 로고
    • Extraction of vegetation biophysical parameters by inversion of the PROSPECT+SAIL models on sugar beet canopy reflectance data. Application to TM and AVIRIS sensors
    • [18] Jacquemoud, S., Baret, F., Andrieu, B., Danson, F.M., Jaggard, K., Extraction of vegetation biophysical parameters by inversion of the PROSPECT+SAIL models on sugar beet canopy reflectance data. Application to TM and AVIRIS sensors. Remote Sens Environ 52 (1995), 163–172.
    • (1995) Remote Sens Environ , vol.52 , pp. 163-172
    • Jacquemoud, S.1    Baret, F.2    Andrieu, B.3    Danson, F.M.4    Jaggard, K.5
  • 19
    • 0034478693 scopus 로고    scopus 로고
    • Comparison of four radiative transfer models to simulate plant canopies reflectance: direct and inverse mode
    • [19] Jacquemoud, S., Bacour, C., Poilvé, H., Frangi, J.P., Comparison of four radiative transfer models to simulate plant canopies reflectance: direct and inverse mode. Remote Sens Environ 74 (2000), 471–481.
    • (2000) Remote Sens Environ , vol.74 , pp. 471-481
    • Jacquemoud, S.1    Bacour, C.2    Poilvé, H.3    Frangi, J.P.4
  • 20
    • 4143117935 scopus 로고    scopus 로고
    • Inversion of a radiative transfer model with hyperspectral observations for LAI mapping in poplar plantations
    • [20] Meroni, M., Colombo, R., Panigada, C., Inversion of a radiative transfer model with hyperspectral observations for LAI mapping in poplar plantations. Remote Sens Environ 92 (2004), 195–206.
    • (2004) Remote Sens Environ , vol.92 , pp. 195-206
    • Meroni, M.1    Colombo, R.2    Panigada, C.3
  • 21
    • 0034106848 scopus 로고    scopus 로고
    • Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data
    • [21] Weiss, M., Baret, F., Myneni, R.B., Pragnere, A., Knyazikhin, Y., Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data. Agronomie 20 (2000), 3–22.
    • (2000) Agronomie , vol.20 , pp. 3-22
    • Weiss, M.1    Baret, F.2    Myneni, R.B.3    Pragnere, A.4    Knyazikhin, Y.5
  • 22
    • 0037211652 scopus 로고    scopus 로고
    • Retrieval of canopy biophysical variables from bidirectional reflectance using prior information to solve the ill-posed inverse problem
    • [22] Combal, B., Baret, F., Weiss, M., Trubuil, A., Macé, D., Pragnère, A., et al. Retrieval of canopy biophysical variables from bidirectional reflectance using prior information to solve the ill-posed inverse problem. Remote Sens Environ 84:1 (2003), 1–15.
    • (2003) Remote Sens Environ , vol.84 , Issue.1 , pp. 1-15
    • Combal, B.1    Baret, F.2    Weiss, M.3    Trubuil, A.4    Macé, D.5    Pragnère, A.6
  • 23
    • 0142059967 scopus 로고    scopus 로고
    • An interpolation procedure for generalizing a look-up table inversion method
    • [23] Gastellu-Etchegorry, J.P., Gascon, F., Estève, P., An interpolation procedure for generalizing a look-up table inversion method. Remote Sens Environ 87 (2003), 55–71.
    • (2003) Remote Sens Environ , vol.87 , pp. 55-71
    • Gastellu-Etchegorry, J.P.1    Gascon, F.2    Estève, P.3
  • 25
    • 0033385896 scopus 로고    scopus 로고
    • Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data
    • [25] Weiss, M., Baret, F., Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data. Remote Sens Environ 70 (1999), 293–306.
    • (1999) Remote Sens Environ , vol.70 , pp. 293-306
    • Weiss, M.1    Baret, F.2
  • 26
    • 31344449225 scopus 로고    scopus 로고
    • Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data
    • [26] Schlerf, M., Atzberger, C., Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data. Remote Sens Environ 100 (2006), 281–294.
    • (2006) Remote Sens Environ , vol.100 , pp. 281-294
    • Schlerf, M.1    Atzberger, C.2
  • 27
    • 67649400317 scopus 로고    scopus 로고
    • Neural network method to solve inverse problems for canopy radiative transfer models
    • [27] Kravchenko, A.N., Neural network method to solve inverse problems for canopy radiative transfer models. Cybern Syst Anal 45 (2009), 477–488.
    • (2009) Cybern Syst Anal , vol.45 , pp. 477-488
    • Kravchenko, A.N.1
  • 28
    • 0141974913 scopus 로고    scopus 로고
    • Retrieving leaf area index with a neural network method: simulation and validation
    • [28] Fang, H.L., Liang, S.L., Retrieving leaf area index with a neural network method: simulation and validation. IEEE Trans Geosci Remote Sens 41:9 (2003), 2052–2062.
    • (2003) IEEE Trans Geosci Remote Sens , vol.41 , Issue.9 , pp. 2052-2062
    • Fang, H.L.1    Liang, S.L.2
  • 29
    • 84869754188 scopus 로고    scopus 로고
    • Principal component inversion technique for the retrieval of leaf area index
    • [29] Satapathy, S., Dadhwal, V.K., Principal component inversion technique for the retrieval of leaf area index. J Indian Soc Remote Sens 33 (2005), 323–330.
    • (2005) J Indian Soc Remote Sens , vol.33 , pp. 323-330
    • Satapathy, S.1    Dadhwal, V.K.2
  • 30
    • 33846939265 scopus 로고    scopus 로고
    • Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer
    • [30] Durbha, S.S., King, R.L., Younan, N.H., Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer. Remote Sens Environ 107 (2007), 348–361.
    • (2007) Remote Sens Environ , vol.107 , pp. 348-361
    • Durbha, S.S.1    King, R.L.2    Younan, N.H.3
  • 32
    • 79959689358 scopus 로고    scopus 로고
    • Multioutput support vector regression for remote sensing biophysical parameter estimation
    • [32] Tuia, D., Verrelst, J., Alonso, L., Perez-Cruz, F., Camps-Valls, G., Multioutput support vector regression for remote sensing biophysical parameter estimation. IEEE Geosci Remote Sens Lett 8 (2011), 804–808.
    • (2011) IEEE Geosci Remote Sens Lett , vol.8 , pp. 804-808
    • Tuia, D.1    Verrelst, J.2    Alonso, L.3    Perez-Cruz, F.4    Camps-Valls, G.5
  • 33
    • 0036146889 scopus 로고    scopus 로고
    • Recovery of forest canopy characteristics through inversion of a complex 3D model
    • [33] Kimes, D., Gastellu-Etchegorry, J., Estève, P., Recovery of forest canopy characteristics through inversion of a complex 3D model. Remote Sens Environ 79:2–3 (2002), 320–328.
    • (2002) Remote Sens Environ , vol.79 , Issue.2-3 , pp. 320-328
    • Kimes, D.1    Gastellu-Etchegorry, J.2    Estève, P.3
  • 34
    • 4544266860 scopus 로고    scopus 로고
    • Object-based retrieval of biophysical canopy variables using artificial neural nets and radiative transfer models
    • [34] Atzberger, C., Object-based retrieval of biophysical canopy variables using artificial neural nets and radiative transfer models. Remote Sens Environ 93 (2004), 53–67.
    • (2004) Remote Sens Environ , vol.93 , pp. 53-67
    • Atzberger, C.1
  • 36
    • 0027558566 scopus 로고
    • Calculation of the angular radiance distribution for a coupled atmosphere and canopy
    • [36] Liang, S., Strahler, A.H., Calculation of the angular radiance distribution for a coupled atmosphere and canopy. IEEE Trans Geosci Remote Sens 31 (1993), 491–502.
    • (1993) IEEE Trans Geosci Remote Sens , vol.31 , pp. 491-502
    • Liang, S.1    Strahler, A.H.2
  • 37
    • 0000262546 scopus 로고
    • Instrument for indirect measurement of canopy architecture
    • [37] Welles, J.M., Norman, J.M., Instrument for indirect measurement of canopy architecture. Agron J 83 (1991), 818–825.
    • (1991) Agron J , vol.83 , pp. 818-825
    • Welles, J.M.1    Norman, J.M.2
  • 38
    • 0001197401 scopus 로고    scopus 로고
    • A method for the extraction of chlorophyll from leaf tissue without maceration
    • [38] Hiscox, J.D., Israelstam, G.F., A method for the extraction of chlorophyll from leaf tissue without maceration. Can J Bot 57 (2011), 1332–1334.
    • (2011) Can J Bot , vol.57 , pp. 1332-1334
    • Hiscox, J.D.1    Israelstam, G.F.2
  • 40
    • 44949287707 scopus 로고
    • PROSPECT: a model of leaf optical properties spectra
    • [40] Jacquemoud, S., Baret, F., PROSPECT: a model of leaf optical properties spectra. Remote Sens Environ 34 (1990), 75–91.
    • (1990) Remote Sens Environ , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 41
    • 0021644260 scopus 로고
    • Light scattering by leaf layers with application to canopy reflectance modeling: the SAIL model
    • [41] Verhoef, W., Light scattering by leaf layers with application to canopy reflectance modeling: the SAIL model. Remote Sens Environ 16 (1984), 125–141.
    • (1984) Remote Sens Environ , vol.16 , pp. 125-141
    • Verhoef, W.1
  • 42
    • 85016983230 scopus 로고    scopus 로고
    • PROSPECT + SAIL = PROSAIL
    • [42] PROSPECT + SAIL = PROSAIL. http://teledetection.ipgp.jussieu.fr/prosail/. 2015, 2015.
    • (2015)
  • 43
    • 84929702611 scopus 로고    scopus 로고
    • Study of the anisotropic reflectance behaviour of wheat canopy to evaluate the performance of radiative transfer model PROSAIL5B
    • [43] Chakraborty, D., Sehgal, V.K., Sahoo, R.N., Pradhan, S., Gupta, V.K., Study of the anisotropic reflectance behaviour of wheat canopy to evaluate the performance of radiative transfer model PROSAIL5B. J Indian Soc Remote Sens 43 (2015), 297–310.
    • (2015) J Indian Soc Remote Sens , vol.43 , pp. 297-310
    • Chakraborty, D.1    Sehgal, V.K.2    Sahoo, R.N.3    Pradhan, S.4    Gupta, V.K.5
  • 44
    • 34548855372 scopus 로고    scopus 로고
    • LAI inversion algorithm based on directional reflectance kernels
    • [44] Tang, S., Chen, J.M., Zhu, Q., Li, X., Chen, M., Sun, R., et al. LAI inversion algorithm based on directional reflectance kernels. J Environ Manage 85:3 (2007), 638–648.
    • (2007) J Environ Manage , vol.85 , Issue.3 , pp. 638-648
    • Tang, S.1    Chen, J.M.2    Zhu, Q.3    Li, X.4    Chen, M.5    Sun, R.6
  • 46
    • 0031171513 scopus 로고    scopus 로고
    • Evaluation of an improved version of SAIL model for simulating bidirectional reflectance of sugar beet canopies
    • [46] Andrieu, B., Baret, F., Jacquemoud, S., Malthus, T., Steven, M., Evaluation of an improved version of SAIL model for simulating bidirectional reflectance of sugar beet canopies. Remote Sens Environ 60 (1997), 247–257.
    • (1997) Remote Sens Environ , vol.60 , pp. 247-257
    • Andrieu, B.1    Baret, F.2    Jacquemoud, S.3    Malthus, T.4    Steven, M.5
  • 48
    • 0019728167 scopus 로고
    • Simulated directional radiances of vegetation from satellite platforms
    • [48] Kirchner, J.A., Schnetzler, C.C., Smith, J.A., Simulated directional radiances of vegetation from satellite platforms. Int J Remote Sens 2 (1981), 253–264.
    • (1981) Int J Remote Sens , vol.2 , pp. 253-264
    • Kirchner, J.A.1    Schnetzler, C.C.2    Smith, J.A.3
  • 49
    • 0142059968 scopus 로고    scopus 로고
    • Simulation of hyperspectral and directional radiance images using coupled biophysical and atmospheric radiative transfer models
    • [49] Verhoef, W., Bach, H., Simulation of hyperspectral and directional radiance images using coupled biophysical and atmospheric radiative transfer models. Remote Sens Environ 87 (2003), 23–41.
    • (2003) Remote Sens Environ , vol.87 , pp. 23-41
    • Verhoef, W.1    Bach, H.2
  • 50
    • 77958465081 scopus 로고    scopus 로고
    • Applying different inversion techniques to retrieve stand variables of summer barley with PROSPECT + SAIL
    • [50] Vohland, M., Mader, S., Dorigo, W., Applying different inversion techniques to retrieve stand variables of summer barley with PROSPECT + SAIL. Int J Appl Earth Obs Geoinf 12 (2010), 71–80.
    • (2010) Int J Appl Earth Obs Geoinf , vol.12 , pp. 71-80
    • Vohland, M.1    Mader, S.2    Dorigo, W.3
  • 51
    • 0002887151 scopus 로고
    • Estimating vegetation biophysical parameters by inversion of a reflectance model on high spectral resolution data
    • C. Varlet-Grancher R. Bonhomme H. Sinoquet INRA France
    • [51] Jacquemoud, S., Baret, F., Estimating vegetation biophysical parameters by inversion of a reflectance model on high spectral resolution data. Varlet-Grancher, C., Bonhomme, R., Sinoquet, H., (eds.) Crop structure and light microclimate: characterization and applications, 1993, INRA, France, 339–350.
    • (1993) Crop structure and light microclimate: characterization and applications , pp. 339-350
    • Jacquemoud, S.1    Baret, F.2
  • 52
    • 0032084065 scopus 로고    scopus 로고
    • Biophysical and biochemical sources of variability in canopy reflectance
    • [52] Asner, G.P., Biophysical and biochemical sources of variability in canopy reflectance. Remote Sens Environ 64 (1998), 234–253.
    • (1998) Remote Sens Environ , vol.64 , pp. 234-253
    • Asner, G.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.