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Volumn 15, Issue 2, 2016, Pages 475-491

Estimating the crop leaf area index using hyperspectral remote sensing

Author keywords

Hyperspectral; Inversion; LAI; Leaf area index; Retrieval

Indexed keywords


EID: 84959878017     PISSN: 20953119     EISSN: None     Source Type: Journal    
DOI: 10.1016/S2095-3119(15)61073-5     Document Type: Review
Times cited : (88)

References (104)
  • 1
    • 4544266860 scopus 로고    scopus 로고
    • Object-based retrieval of biophysical canopy variables using artificial neural nets and radiative transfer models
    • Atzberger C Object-based retrieval of biophysical canopy variables using artificial neural nets and radiative transfer models. Remote Sensing of Environment 2004, 93:53-67.
    • (2004) Remote Sensing of Environment , vol.93 , pp. 53-67
    • Atzberger, C.1
  • 2
    • 84859427368 scopus 로고    scopus 로고
    • Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery
    • Atzberger C, Richter K Spatially constrained inversion of radiative transfer models for improved LAI mapping from future Sentinel-2 imagery. Remote Sensing of Environment 2012, 120:208-218.
    • (2012) Remote Sensing of Environment , vol.120 , pp. 208-218
    • Atzberger, C.1    Richter, K.2
  • 3
    • 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
  • 4
    • 0028995295 scopus 로고
    • The robustness of canopy gap fraction estimates from red and near-infrared reflectances: A comparison of approaches
    • Baret F, Clevers J, Steven M The robustness of canopy gap fraction estimates from red and near-infrared reflectances: A comparison of approaches. Remote Sensing of Environment 1995, 54:141-151.
    • (1995) Remote Sensing of Environment , vol.54 , pp. 141-151
    • Baret, F.1    Clevers, J.2    Steven, M.3
  • 5
    • 0037139270 scopus 로고    scopus 로고
    • Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - a case study over clayey soils in Israel
    • Ben-Dor E, Patkin K, Banin A, Karnieli A Mapping of several soil properties using DAIS-7915 hyperspectral scanner data - a case study over clayey soils in Israel. International Journal of Remote Sensing 2002, 23:1043-1062.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 1043-1062
    • Ben-Dor, E.1    Patkin, K.2    Banin, A.3    Karnieli, A.4
  • 6
    • 0035031849 scopus 로고    scopus 로고
    • Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • Broge N H, Leblanc E Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sensing of Environment 2000, 76:156-172.
    • (2000) Remote Sensing of Environment , vol.76 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 7
    • 0027069057 scopus 로고
    • Defining leaf area index for non-flat leaves
    • Chen J M, Black T Defining leaf area index for non-flat leaves. Plant, Cell & Environment 1992, 15:421-429.
    • (1992) Plant, Cell & Environment , vol.15 , pp. 421-429
    • Chen, J.M.1    Black, T.2
  • 8
    • 0029751225 scopus 로고    scopus 로고
    • Retrieving leaf area index of boreal conifer forests using Landsat TM images
    • Chen J M, Cihlar J Retrieving leaf area index of boreal conifer forests using Landsat TM images. Remote Sensing of Environment 1996, 55:153-162.
    • (1996) Remote Sensing of Environment , vol.55 , pp. 153-162
    • Chen, J.M.1    Cihlar, J.2
  • 9
    • 23944457548 scopus 로고    scopus 로고
    • Global mapping of foliage clumping index using multi-angular satellite data
    • Chen J M, Menges C H, Leblanc S G Global mapping of foliage clumping index using multi-angular satellite data. Remote Sensing of Environment 2005, 97:447-457.
    • (2005) Remote Sensing of Environment , vol.97 , pp. 447-457
    • Chen, J.M.1    Menges, C.H.2    Leblanc, S.G.3
  • 11
    • 0036256524 scopus 로고    scopus 로고
    • Improving canopy variables estimation from remote sensing data by exploiting ancillary information. Case study on sugar beet canopies
    • Combal B, Baret F, Weiss M Improving canopy variables estimation from remote sensing data by exploiting ancillary information. Case study on sugar beet canopies. Agronomie 2002, 22:205-215.
    • (2002) Agronomie , vol.22 , pp. 205-215
    • Combal, B.1    Baret, F.2    Weiss, M.3
  • 12
    • 41449108067 scopus 로고    scopus 로고
    • Inversion of a radiative transfer model for estimating vegetation LAI and chlorophyll in a heterogeneous grassland
    • 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 Sensing of Environment 2008, 112:2592-2604.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 2592-2604
    • Darvishzadeh, R.1    Skidmore, A.2    Schlerf, M.3    Atzberger, C.4
  • 13
    • 78649737418 scopus 로고    scopus 로고
    • Enhanced automated canopy characterization from hyperspectral data by a novel two step radiative transfer model inversion approach
    • Dorigo W, Richter R, Baret F, Bamler R, Wagner W Enhanced automated canopy characterization from hyperspectral data by a novel two step radiative transfer model inversion approach. Remote Sensing 2009, 1:1139-1170.
    • (2009) Remote Sensing , vol.1 , pp. 1139-1170
    • Dorigo, W.1    Richter, R.2    Baret, F.3    Bamler, R.4    Wagner, W.5
  • 15
    • 33846939265 scopus 로고    scopus 로고
    • Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer
    • Durbha S S, King R L, Younan N H Support vector machines regression for retrieval of leaf area index from multiangle imaging spectroradiometer. Remote Sensing of Environment 2007, 107:348-361.
    • (2007) Remote Sensing of Environment , vol.107 , pp. 348-361
    • Durbha, S.S.1    King, R.L.2    Younan, N.H.3
  • 16
    • 78651433715 scopus 로고    scopus 로고
    • Retrieving wheat Green Area Index during the growing season from optical time series measurements based on neural network radiative transfer inversion
    • Duveiller G, Weiss M, Baret F, Defourny P Retrieving wheat Green Area Index during the growing season from optical time series measurements based on neural network radiative transfer inversion. Remote Sensing of Environment 2011, 115:887-896.
    • (2011) Remote Sensing of Environment , vol.115 , pp. 887-896
    • Duveiller, G.1    Weiss, M.2    Baret, F.3    Defourny, P.4
  • 17
    • 0142030626 scopus 로고    scopus 로고
    • Investigating the use of Landsat thematic mapper data for estimation of forest leaf area index in southern Sweden
    • Eklundh L, Hall K, Eriksson H, Ardö J, Pilesjö P Investigating the use of Landsat thematic mapper data for estimation of forest leaf area index in southern Sweden. Canadian Journal of Remote Sensing 2003, 29:349-362.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , pp. 349-362
    • Eklundh, L.1    Hall, K.2    Eriksson, H.3    Ardö, J.4    Pilesjö, P.5
  • 18
    • 0035665459 scopus 로고    scopus 로고
    • Investigating relationships between Landsat ETM+ sensor data and leaf area index in a boreal conifer forest
    • Eklundh L, Harrie L, Kuusk A Investigating relationships between Landsat ETM+ sensor data and leaf area index in a boreal conifer forest. Remote Sensing of Environment 2001, 78:239-251.
    • (2001) Remote Sensing of Environment , vol.78 , pp. 239-251
    • Eklundh, L.1    Harrie, L.2    Kuusk, A.3
  • 19
    • 33746744383 scopus 로고    scopus 로고
    • Impact of understory vegetation on forest canopy reflectance and remotely sensed LAI estimates
    • Eriksson H M, Eklundh L, Kuusk A, Nilson T Impact of understory vegetation on forest canopy reflectance and remotely sensed LAI estimates. Remote Sensing of Environment 2006, 103:408-418.
    • (2006) Remote Sensing of Environment , vol.103 , pp. 408-418
    • Eriksson, H.M.1    Eklundh, L.2    Kuusk, A.3    Nilson, T.4
  • 20
    • 12344289749 scopus 로고    scopus 로고
    • A hybrid inversion method for mapping leaf area index from MODIS data: Experiments and application to broadleaf and needleleaf canopies
    • Fang H, Liang S A hybrid inversion method for mapping leaf area index from MODIS data: Experiments and application to broadleaf and needleleaf canopies. Remote Sensing of Environment 2005, 94:405-424.
    • (2005) Remote Sensing of Environment , vol.94 , pp. 405-424
    • Fang, H.1    Liang, S.2
  • 21
    • 79952395809 scopus 로고    scopus 로고
    • Integration of MODIS LAI and vegetation index products with the CSM-CERES-Maize model for corn yield estimation
    • Fang H, Liang S, Hoogenboom G Integration of MODIS LAI and vegetation index products with the CSM-CERES-Maize model for corn yield estimation. International Journal of Remote Sensing 2011, 32:1039-1065.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 1039-1065
    • Fang, H.1    Liang, S.2    Hoogenboom, G.3
  • 22
    • 0038035668 scopus 로고    scopus 로고
    • Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model
    • Fang H, Liang S, Kuusk A Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model. Remote Sensing of Environment 2003, 85:257-270.
    • (2003) Remote Sensing of Environment , vol.85 , pp. 257-270
    • Fang, H.1    Liang, S.2    Kuusk, A.3
  • 23
    • 84910071816 scopus 로고    scopus 로고
    • The spatial scaling effect of the discrete-canopy effective leaf area index retrieved by remote sensing
    • (in Chinese)
    • Fan W J, Gai Y Y, Xu X R, Yan B Y The spatial scaling effect of the discrete-canopy effective leaf area index retrieved by remote sensing. Science China (Earth Sciences) 2012, 43:280-286. (in Chinese).
    • (2012) Science China (Earth Sciences) , vol.43 , pp. 280-286
    • Fan, W.J.1    Gai, Y.Y.2    Xu, X.R.3    Yan, B.Y.4
  • 25
    • 84905105968 scopus 로고    scopus 로고
    • Crop area and leaf area index simultaneous retrieval based on spatial scaling transformation
    • Fan W J, Yan B, Xu X Crop area and leaf area index simultaneous retrieval based on spatial scaling transformation. Science China Earth Sciences 2010, 53:1709-1716.
    • (2010) Science China Earth Sciences , vol.53 , pp. 1709-1716
    • Fan, W.J.1    Yan, B.2    Xu, X.3
  • 26
    • 84920095309 scopus 로고    scopus 로고
    • Analysis of the relationship between the spectral characteristics of maize canopy and leaf area index under drought stress
    • Feng R, Zhang Y, Yu W Analysis of the relationship between the spectral characteristics of maize canopy and leaf area index under drought stress. Acta Ecologica Sinica 2013, 33:301-307.
    • (2013) Acta Ecologica Sinica , vol.33 , pp. 301-307
    • Feng, R.1    Zhang, Y.2    Yu, W.3
  • 27
    • 0037144455 scopus 로고    scopus 로고
    • A multi-scale approach to mapping effective Leaf Area Index in Boreal Picea mariana stands using high spatial resolution CASI imagery
    • Fernandes R, Miller J R, Hu B, Rubinstein I G A multi-scale approach to mapping effective Leaf Area Index in Boreal Picea mariana stands using high spatial resolution CASI imagery. International Journal of Remote Sensing 2002, 23:3547-3568.
    • (2002) International Journal of Remote Sensing , vol.23 , pp. 3547-3568
    • Fernandes, R.1    Miller, J.R.2    Hu, B.3    Rubinstein, I.G.4
  • 28
    • 0028166734 scopus 로고
    • The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status
    • Filella I, Penuelas J The red edge position and shape as indicators of plant chlorophyll content, biomass and hydric status. International Journal of Remote Sensing 1994, 15:1459-1470.
    • (1994) International Journal of Remote Sensing , vol.15 , pp. 1459-1470
    • Filella, I.1    Penuelas, J.2
  • 29
    • 67349090017 scopus 로고    scopus 로고
    • Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments
    • Franke J, Roberts D A, Halligan K, Menz G Hierarchical multiple endmember spectral mixture analysis (MESMA) of hyperspectral imagery for urban environments. Remote Sensing of Environment 2009, 113:1712-1723.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 1712-1723
    • Franke, J.1    Roberts, D.A.2    Halligan, K.3    Menz, G.4
  • 30
    • 0027266444 scopus 로고
    • An operational method for estimating signal to noise ratios from data acquired with imaging spectrometers
    • Gao B C An operational method for estimating signal to noise ratios from data acquired with imaging spectrometers. Remote Sensing of Environment 1993, 43:23-33.
    • (1993) Remote Sensing of Environment , vol.43 , pp. 23-33
    • Gao, B.C.1
  • 31
    • 67650236878 scopus 로고    scopus 로고
    • Atmospheric correction algorithms for hyperspectral remote sensing data of land and ocean
    • Gao B C, Montes M J, Davis C O, Goetz A F Atmospheric correction algorithms for hyperspectral remote sensing data of land and ocean. Remote Sensing of Environment 2009, 113:S17-S24.
    • (2009) Remote Sensing of Environment , vol.113 , pp. S17-S24
    • Gao, B.C.1    Montes, M.J.2    Davis, C.O.3    Goetz, A.F.4
  • 32
    • 33751161025 scopus 로고    scopus 로고
    • Influence of landscape spatial heterogeneity on the non-linear estimation of leaf area index from moderate spatial resolution remote sensing data
    • Garrigues S, Allard D, Baret F, Weiss M Influence of landscape spatial heterogeneity on the non-linear estimation of leaf area index from moderate spatial resolution remote sensing data. Remote Sensing of Environment 2006, 105:286-298.
    • (2006) Remote Sensing of Environment , vol.105 , pp. 286-298
    • Garrigues, S.1    Allard, D.2    Baret, F.3    Weiss, M.4
  • 34
    • 84859884463 scopus 로고    scopus 로고
    • The sensitivity based estimation of leaf area index from spectral vegetation indices
    • Gonsamo A, Pellikka P The sensitivity based estimation of leaf area index from spectral vegetation indices. ISPRS Journal of Photogrammetry and Remote Sensing 2012, 70:15-25.
    • (2012) ISPRS Journal of Photogrammetry and Remote Sensing , vol.70 , pp. 15-25
    • Gonsamo, A.1    Pellikka, P.2
  • 35
    • 84863494534 scopus 로고    scopus 로고
    • Mapping radiation interception in row-structured orchards using 3D simulation and high-resolution airborne imagery acquired from a UAV
    • Guillen-Climent M L, Zarco-Tejada P J, Berni J A J, North P R J, Villalobos F J Mapping radiation interception in row-structured orchards using 3D simulation and high-resolution airborne imagery acquired from a UAV. Precision Agriculture 2012, 13:473-500.
    • (2012) Precision Agriculture , vol.13 , pp. 473-500
    • Guillen-Climent, M.L.1    Zarco-Tejada, P.J.2    Berni, J.A.J.3    North, P.R.J.4    Villalobos, F.J.5
  • 36
    • 1842431418 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture
    • Haboudane D Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture. Remote Sensing of Environment 2004, 90:337-352.
    • (2004) Remote Sensing of Environment , vol.90 , pp. 337-352
    • Haboudane, D.1
  • 37
    • 84896380192 scopus 로고    scopus 로고
    • Deriving predictive relationships of carotenoid content at the canopy level in a conifer forest using hyperspectral imagery and model simulation
    • Hernández-Clemente R, Navarro-Cerrillo R M, Zarco-Tejada P J Deriving predictive relationships of carotenoid content at the canopy level in a conifer forest using hyperspectral imagery and model simulation. IEEE Transactions on Geoscience and Remote Sensing 2014, 52:5206-5217.
    • (2014) IEEE Transactions on Geoscience and Remote Sensing , vol.52 , pp. 5206-5217
    • Hernández-Clemente, R.1    Navarro-Cerrillo, R.M.2    Zarco-Tejada, P.J.3
  • 39
    • 56949092242 scopus 로고    scopus 로고
    • Utility of an image-based canopy reflectance modeling tool for remote estimation of LAI and leaf chlorophyll content at the field scale
    • Houborg R, Anderson M, Daughtry C Utility of an image-based canopy reflectance modeling tool for remote estimation of LAI and leaf chlorophyll content at the field scale. Remote Sensing of Environment 2009, 113:259-274.
    • (2009) Remote Sensing of Environment , vol.113 , pp. 259-274
    • Houborg, R.1    Anderson, M.2    Daughtry, C.3
  • 40
    • 36248956116 scopus 로고    scopus 로고
    • Mapping leaf chlorophyll and leaf area index using inverse and forward canopy reflectance modeling and SPOT reflectance data
    • Houborg R, Boegh E Mapping leaf chlorophyll and leaf area index using inverse and forward canopy reflectance modeling and SPOT reflectance data. Remote Sensing of Environment 2008, 112:186-202.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 186-202
    • Houborg, R.1    Boegh, E.2
  • 41
    • 33845637951 scopus 로고    scopus 로고
    • Combining vegetation index and model inversion methods for the extraction of key vegetation biophysical parameters using Terra and Aqua MODIS reflectance data
    • Houborg R, Soegaard H, Boegh E Combining vegetation index and model inversion methods for the extraction of key vegetation biophysical parameters using Terra and Aqua MODIS reflectance data. Remote Sensing of Environment 2007, 106:39-58.
    • (2007) Remote Sensing of Environment , vol.106 , pp. 39-58
    • Houborg, R.1    Soegaard, H.2    Boegh, E.3
  • 42
    • 82055192049 scopus 로고    scopus 로고
    • Inverting a forest canopy reflectance model to retrieve the overstorey and understorey leaf area index for forest stands
    • Huang J, Zeng Y, Kuusk A, Wu B, Dong L, Mao K, Chen J Inverting a forest canopy reflectance model to retrieve the overstorey and understorey leaf area index for forest stands. International Journal of Remote Sensing 2011, 32:7591-7611.
    • (2011) International Journal of Remote Sensing , vol.32 , pp. 7591-7611
    • Huang, J.1    Zeng, Y.2    Kuusk, A.3    Wu, B.4    Dong, L.5    Mao, K.6    Chen, J.7
  • 43
    • 84863057365 scopus 로고    scopus 로고
    • Estimation of overstory and understory leaf area index by combining hyperion and panchromatic QuickBird data using Neural Network method
    • Huang J, Zeng Y, Wu W, Mao K, Xu J, Su W Estimation of overstory and understory leaf area index by combining hyperion and panchromatic QuickBird data using Neural Network method. Sensor Letters 2011, 9:946-973.
    • (2011) Sensor Letters , vol.9 , pp. 946-973
    • Huang, J.1    Zeng, Y.2    Wu, W.3    Mao, K.4    Xu, J.5    Su, W.6
  • 44
    • 0035740182 scopus 로고    scopus 로고
    • The GeoSail model: a simple addition to the SAIL model to describe discontinuous canopy reflectance
    • Huemmrich K F The GeoSail model: a simple addition to the SAIL model to describe discontinuous canopy reflectance. Remote Sensing of Environment 2001, 75:423-431.
    • (2001) Remote Sensing of Environment , vol.75 , pp. 423-431
    • Huemmrich, K.F.1
  • 45
    • 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
    • Jacquemoud S, Baret F, Andrieu B, Danson F, 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 Sensing of Environment 1995, 52:163-172.
    • (1995) Remote Sensing of Environment , vol.52 , pp. 163-172
    • Jacquemoud, S.1    Baret, F.2    Andrieu, B.3    Danson, F.4    Jaggard, K.5
  • 48
    • 0029729244 scopus 로고    scopus 로고
    • Spectrometry estimation of total nitrogen concentration in Douglas-fir foliage
    • Johnson L F, Billow C R Spectrometry estimation of total nitrogen concentration in Douglas-fir foliage. International Journal of Remote Sensing 1996, 17:489-500.
    • (1996) International Journal of Remote Sensing , vol.17 , pp. 489-500
    • Johnson, L.F.1    Billow, C.R.2
  • 51
    • 0028534081 scopus 로고
    • A multispectral canopy reflectance model
    • Kuusk A A multispectral canopy reflectance model. Remote Sensing of Environment 1994, 50:75-82.
    • (1994) Remote Sensing of Environment , vol.50 , pp. 75-82
    • Kuusk, A.1
  • 52
    • 0028975407 scopus 로고
    • A fast, invertible canopy reflectance model
    • Kuusk A A fast, invertible canopy reflectance model. Remote Sensing of Environment 1995, 51:342-350.
    • (1995) Remote Sensing of Environment , vol.51 , pp. 342-350
    • Kuusk, A.1
  • 53
    • 0028995428 scopus 로고
    • A Markov chain model of canopy reflectance
    • Kuusk A A Markov chain model of canopy reflectance. Agricultural and Forest Meteorology 1995, 76:221-263.
    • (1995) Agricultural and Forest Meteorology , vol.76 , pp. 221-263
    • Kuusk, A.1
  • 55
    • 84884806856 scopus 로고    scopus 로고
    • Bayesian object-based estimation of LAI and chlorophyll from a simulated Sentinel-2 top-of-atmosphere radiance image
    • Laurent V C E, Schaepman M E, Verhoef W, Weyermann J, Chávez R O Bayesian object-based estimation of LAI and chlorophyll from a simulated Sentinel-2 top-of-atmosphere radiance image. Remote Sensing of Environment 2014, 140:318-329.
    • (2014) Remote Sensing of Environment , vol.140 , pp. 318-329
    • Laurent, V.C.E.1    Schaepman, M.E.2    Verhoef, W.3    Weyermann, J.4    Chávez, R.O.5
  • 57
    • 0034919775 scopus 로고    scopus 로고
    • A priori knowledge accumulation and its application to linear BRDF model inversion
    • Li X, Gao F, Wang J, Strahler A A priori knowledge accumulation and its application to linear BRDF model inversion. Journal of Geophysical Research 2001, 106:11925-11935.
    • (2001) Journal of Geophysical Research , vol.106 , pp. 11925-11935
    • Li, X.1    Gao, F.2    Wang, J.3    Strahler, A.4
  • 58
    • 0006285972 scopus 로고    scopus 로고
    • Uncertainty and sensitivity matrix of parameters in inversion of physical BRDF model
    • (in Chinese)
    • Li X, Gao F, Wang J, Zhu Q Uncertainty and sensitivity matrix of parameters in inversion of physical BRDF model. Journal of Remote Sensing 1997, 1:5-14. (in Chinese).
    • (1997) Journal of Remote Sensing , vol.1 , pp. 5-14
    • Li, X.1    Gao, F.2    Wang, J.3    Zhu, Q.4
  • 59
    • 0022151569 scopus 로고
    • Geometric-optical bidirectional reflectance modeling of a conifer forest canopy
    • Li X, Strahler A H Geometric-optical bidirectional reflectance modeling of a conifer forest canopy. IEEE Transactions on Geoscience and Remote Sensing 1986, 6:906-919.
    • (1986) IEEE Transactions on Geoscience and Remote Sensing , vol.6 , pp. 906-919
    • Li, X.1    Strahler, A.H.2
  • 60
    • 85061294967 scopus 로고    scopus 로고
    • A quantitative method for grassland LAI inversion based on CHIRS/PROBA data
    • Li X H, Song X N, Leng P A quantitative method for grassland LAI inversion based on CHIRS/PROBA data. Remote Sensing for Land & Resources 2011, 3:60-66.
    • (2011) Remote Sensing for Land & Resources , vol.3 , pp. 60-66
    • Li, X.H.1    Song, X.N.2    Leng, P.3
  • 63
    • 0024471205 scopus 로고
    • Reflectance model for the homogeneous plant canopy and its inversion
    • Nilson T, Kuusk A Reflectance model for the homogeneous plant canopy and its inversion. Remote Sensing of Environment 1989, 27:157-167.
    • (1989) Remote Sensing of Environment , vol.27 , pp. 157-167
    • Nilson, T.1    Kuusk, A.2
  • 64
    • 31344444452 scopus 로고    scopus 로고
    • Noise reduction of hyperspectral imagery using hybrid spatial-spectral derivative-domain wavelet shrinkage
    • Othman H, Qian S E Noise reduction of hyperspectral imagery using hybrid spatial-spectral derivative-domain wavelet shrinkage. IEEE Transactions on Geoscience and Remote Sensing 2006, 44:397-408.
    • (2006) IEEE Transactions on Geoscience and Remote Sensing , vol.44 , pp. 397-408
    • Othman, H.1    Qian, S.E.2
  • 67
    • 2542594695 scopus 로고    scopus 로고
    • Wavelet transform applied to EO-1 hyperspectral data for forest LAI and crown closure mapping
    • Pu R, Gong P Wavelet transform applied to EO-1 hyperspectral data for forest LAI and crown closure mapping. Remote Sensing of Environment 2004, 91:212-224.
    • (2004) Remote Sensing of Environment , vol.91 , pp. 212-224
    • Pu, R.1    Gong, P.2
  • 68
  • 69
    • 47049126236 scopus 로고    scopus 로고
    • Comparative analysis of EO-1 ALI and hyperion, and landsat ETM+ Data for mapping forest crown closure and leaf area index
    • Pu R, Gong P, Yu Q Comparative analysis of EO-1 ALI and hyperion, and landsat ETM+ Data for mapping forest crown closure and leaf area index. Sensors 2008, 8:3744-3766.
    • (2008) Sensors , vol.8 , pp. 3744-3766
    • Pu, R.1    Gong, P.2    Yu, Q.3
  • 70
    • 0034306924 scopus 로고    scopus 로고
    • 3-D scene modeling of semidesert vegetation cover and its radiation regime
    • Qin W, Gerstl SAW 3-D scene modeling of semidesert vegetation cover and its radiation regime. Remote Sensing of Environment 2000, 74:145-162.
    • (2000) Remote Sensing of Environment , vol.74 , pp. 145-162
    • Qin, W.1    Gerstl, S.A.W.2
  • 71
    • 39749134968 scopus 로고    scopus 로고
    • A Bayesian network algorithm for retrieving the characterization of land surface vegetation
    • Qu Y, Wang J, Wan H, Li X, Zhou G A Bayesian network algorithm for retrieving the characterization of land surface vegetation. Remote Sensing of Environment 2008, 112:613-622.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 613-622
    • Qu, Y.1    Wang, J.2    Wan, H.3    Li, X.4    Zhou, G.5
  • 72
    • 73149105547 scopus 로고    scopus 로고
    • Experimental assessment of the Sentinel-2 band setting for RTM-based LAI retrieval of sugar beet and maize
    • Richter K, Atzberger C, Vuolo F, Weihs P, D'Urso G Experimental assessment of the Sentinel-2 band setting for RTM-based LAI retrieval of sugar beet and maize. Canadian Journal of Remote Sensing 2009, 35:230-247.
    • (2009) Canadian Journal of Remote Sensing , vol.35 , pp. 230-247
    • Richter, K.1    Atzberger, C.2    Vuolo, F.3    Weihs, P.4    D'Urso, G.5
  • 74
    • 0033079533 scopus 로고    scopus 로고
    • A quantitative model-independent method for global sensitivity analysis of model output
    • Saltelli A, Tarantola S, Chan K P S A quantitative model-independent method for global sensitivity analysis of model output. Technmetrics 1999, 41:39-56.
    • (1999) Technmetrics , vol.41 , pp. 39-56
    • Saltelli, A.1    Tarantola, S.2    Chan, K.P.S.3
  • 75
    • 31344449225 scopus 로고    scopus 로고
    • Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data
    • Schlerf M, Atzberger C Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data. Remote Sensing of Environment 2006, 100:281-294.
    • (2006) Remote Sensing of Environment , vol.100 , pp. 281-294
    • Schlerf, M.1    Atzberger, C.2
  • 76
    • 14744290713 scopus 로고    scopus 로고
    • Remote sensing of forest biophysical variables using HyMap imaging spectrometer data
    • Schlerf M, Atzberger C, Hill J Remote sensing of forest biophysical variables using HyMap imaging spectrometer data. Remote Sensing of Environment 2005, 95:177-194.
    • (2005) Remote Sensing of Environment , vol.95 , pp. 177-194
    • Schlerf, M.1    Atzberger, C.2    Hill, J.3
  • 77
    • 84862779334 scopus 로고    scopus 로고
    • Mapping spatio-temporal variation of grassland quantity and quality using MERIS data and the PROSAIL model
    • Si Y, Schlerf M, Zurita-Milla R, Skidmore A, Wang T Mapping spatio-temporal variation of grassland quantity and quality using MERIS data and the PROSAIL model. Remote Sensing of Environment 2012, 121:415-425.
    • (2012) Remote Sensing of Environment , vol.121 , pp. 415-425
    • Si, Y.1    Schlerf, M.2    Zurita-Milla, R.3    Skidmore, A.4    Wang, T.5
  • 79
    • 84888060130 scopus 로고    scopus 로고
    • Estimation of the seasonal leaf area index in an alluvial forest using high-resolution satellite-based vegetation indices
    • Tillack A, Clasen A, Kleinschmit B, Förster M Estimation of the seasonal leaf area index in an alluvial forest using high-resolution satellite-based vegetation indices. Remote Sensing of Environment 2014, 141:52-63.
    • (2014) Remote Sensing of Environment , vol.141 , pp. 52-63
    • Tillack, A.1    Clasen, A.2    Kleinschmit, B.3    Förster, M.4
  • 80
    • 36348956703 scopus 로고    scopus 로고
    • Multi-temporal vegetation canopy water content retrieval and interpretation using artificial neural networks for the continental USA
    • Trombetti M, Riano D, Rubio M, Cheng Y, Ustin S Multi-temporal vegetation canopy water content retrieval and interpretation using artificial neural networks for the continental USA. Remote Sensing of Environment 2008, 112:203-215.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 203-215
    • Trombetti, M.1    Riano, D.2    Rubio, M.3    Cheng, Y.4    Ustin, S.5
  • 81
    • 0021644260 scopus 로고
    • Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model
    • Verhoef W Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model. Remote Sensing of Environment 1984, 16:125-141.
    • (1984) Remote Sensing of Environment , vol.16 , pp. 125-141
    • Verhoef, W.1
  • 82
    • 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
  • 83
    • 84870653681 scopus 로고    scopus 로고
    • Mapping vegetation density in a heterogeneous river floodplain ecosystem using pointable CHRIS/PROBA data
    • Verrelst J, Romijn E, Kooistra L Mapping vegetation density in a heterogeneous river floodplain ecosystem using pointable CHRIS/PROBA data. Remote Sensing 2012, 4:2866-2889.
    • (2012) Remote Sensing , vol.4 , pp. 2866-2889
    • Verrelst, J.1    Romijn, E.2    Kooistra, L.3
  • 84
    • 37249041897 scopus 로고    scopus 로고
    • Estimating structural and biochemical parameters for grassland from spectroradiometer data by radiative transfer modelling (PROSPECT+SAIL)
    • Vohland M, Jarmer T Estimating structural and biochemical parameters for grassland from spectroradiometer data by radiative transfer modelling (PROSPECT+SAIL). International Journal of Remote Sensing 2008, 29:191-209.
    • (2008) International Journal of Remote Sensing , vol.29 , pp. 191-209
    • Vohland, M.1    Jarmer, T.2
  • 86
    • 77952421670 scopus 로고    scopus 로고
    • Retrieving crop leaf area index by assimilation of MODIS data into a crop growth model
    • Wang D, Wang J, Liang S Retrieving crop leaf area index by assimilation of MODIS data into a crop growth model. Science China Earth Sciences 2010, 53:721-730.
    • (2010) Science China Earth Sciences , vol.53 , pp. 721-730
    • Wang, D.1    Wang, J.2    Liang, S.3
  • 87
    • 0036035497 scopus 로고    scopus 로고
    • Validation of neural net techniques to estimate canopy biophysical variables from remote sensing data
    • Weiss M, Baret F, Leroy M, Hautecoeur O, Bacour C, Prevot L Validation of neural net techniques to estimate canopy biophysical variables from remote sensing data. Agronomie 2002, 22:547-553.
    • (2002) Agronomie , vol.22 , pp. 547-553
    • Weiss, M.1    Baret, F.2    Leroy, M.3    Hautecoeur, O.4    Bacour, C.5    Prevot, L.6
  • 88
    • 0034106848 scopus 로고    scopus 로고
    • Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data
    • Weiss M, Baret F, Myneni R, Pragnère A, Knyazikhin Y Investigation of a model inversion technique to estimate canopy biophysical variables from spectral and directional reflectance data. Agronomie 2000, 20:3-22.
    • (2000) Agronomie , vol.20 , pp. 3-22
    • Weiss, M.1    Baret, F.2    Myneni, R.3    Pragnère, A.4    Knyazikhin, Y.5
  • 92
    • 77649112595 scopus 로고    scopus 로고
    • Characterizing spatial patterns of phenology in cropland of China based on remotely sensed data
    • Wu W B, Yang P, Tang H J, Zhou Q B, Shibasaki R Characterizing spatial patterns of phenology in cropland of China based on remotely sensed data. Agricultural Sciences in China 2010, 9:101-112.
    • (2010) Agricultural Sciences in China , vol.9 , pp. 101-112
    • Wu, W.B.1    Yang, P.2    Tang, H.J.3    Zhou, Q.B.4    Shibasaki, R.5
  • 93
    • 84875453228 scopus 로고    scopus 로고
    • Comparison of two inversion methods for winter wheat leaf area index based on hyperspectral remote sensing
    • (in Chinese)
    • Xia T, Wu W B, Zhou Q B, Zhou Y Comparison of two inversion methods for winter wheat leaf area index based on hyperspectral remote sensing. Transactions of the Chinese Society of Agricultural Engineering 2013, 29:139-147. (in Chinese).
    • (2013) Transactions of the Chinese Society of Agricultural Engineering , vol.29 , pp. 139-147
    • Xia, T.1    Wu, W.B.2    Zhou, Q.B.3    Zhou, Y.4
  • 94
    • 84896388320 scopus 로고    scopus 로고
    • Sensitivity analysis of vegetation reflectance to biochemical and biophysical variables at leaf, canopy, and regional scales
    • Xiao Y, Zhao W, Zhou D, Gong H Sensitivity analysis of vegetation reflectance to biochemical and biophysical variables at leaf, canopy, and regional scales. IEEE Transactions on Geoscience and Remote Sensing 2013, 52:4014-4024.
    • (2013) IEEE Transactions on Geoscience and Remote Sensing , vol.52 , pp. 4014-4024
    • Xiao, Y.1    Zhao, W.2    Zhou, D.3    Gong, H.4
  • 97
  • 98
    • 79952825592 scopus 로고    scopus 로고
    • Estimating biophysical parameters of rice with remote sensing data using support vector machines
    • Yang X, Huang J, Wu Y, Wang J, Wang P, Wang X, Huete A R Estimating biophysical parameters of rice with remote sensing data using support vector machines. Science China (Life Sciences) 2011, 54:272-281.
    • (2011) Science China (Life Sciences) , vol.54 , pp. 272-281
    • Yang, X.1    Huang, J.2    Wu, Y.3    Wang, J.4    Wang, P.5    Wang, X.6    Huete, A.R.7
  • 99
    • 36248944108 scopus 로고    scopus 로고
    • LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages
    • Yao Y, Liu Q, Liu Q, Li X LAI retrieval and uncertainty evaluations for typical row-planted crops at different growth stages. Remote Sensing of Environment 2008, 112:94-106.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 94-106
    • Yao, Y.1    Liu, Q.2    Liu, Q.3    Li, X.4
  • 100
    • 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
    • Zarco-tejada P J, Miller J R, Noland T L, Mohammed G H Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing 2001, 39:1491-1507.
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , pp. 1491-1507
    • Zarco-tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4
  • 101
    • 20344374898 scopus 로고    scopus 로고
    • The red edge parameters of different wheat varieties under different fertilization and irrigation treatments
    • Zhao C J, Huang W J, Wang J H, Yang M H, Xue X Z The red edge parameters of different wheat varieties under different fertilization and irrigation treatments. Agricultural Sciences in China 2002, 1:745-751.
    • (2002) Agricultural Sciences in China , vol.1 , pp. 745-751
    • Zhao, C.J.1    Huang, W.J.2    Wang, J.H.3    Yang, M.H.4    Xue, X.Z.5
  • 103
    • 85015429907 scopus 로고    scopus 로고
    • Multi-scale MSDT inversion based on LAI spatial knowledge
    • (in Chinese)
    • Zhu X H, Feng X M, Zhao Y S Multi-scale MSDT inversion based on LAI spatial knowledge. Science China (Earth Sciences) 2011, 42:246-255. (in Chinese).
    • (2011) Science China (Earth Sciences) , vol.42 , pp. 246-255
    • Zhu, X.H.1    Feng, X.M.2    Zhao, Y.S.3


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