메뉴 건너뛰기




Volumn 123, Issue , 2012, Pages 347-358

Assessment of vegetation indices for regional crop green LAI estimation from Landsat images over multiple growing seasons

Author keywords

Agriculture; Assimilation; Corn; Green LAI; Landsat; Sensitivity analyses; Soybean; Uncertainty; Vegetation indices; Wheat

Indexed keywords

ASSIMILATION; CORN; GREEN LAI; LANDSAT; SOYBEAN; UNCERTAINTY; VEGETATION INDEX; WHEAT;

EID: 84860371594     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2012.04.002     Document Type: Article
Times cited : (213)

References (54)
  • 1
    • 0031171513 scopus 로고    scopus 로고
    • Evaluation of an improved version of SAIL model for simulating bidirectional reflectance of sugar beet canopies
    • Andrieu B., Baret F., Jaquemoud S., Malthus T., Steven M. Evaluation of an improved version of SAIL model for simulating bidirectional reflectance of sugar beet canopies. Remote Sensing of Environment 1997, 60:247-257.
    • (1997) Remote Sensing of Environment , vol.60 , pp. 247-257
    • Andrieu, B.1    Baret, F.2    Jaquemoud, S.3    Malthus, T.4    Steven, M.5
  • 3
    • 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, 64:234-253.
    • (1998) Remote Sensing of Environment , vol.64 , pp. 234-253
    • Asner, G.P.1
  • 4
    • 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
  • 5
    • 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
  • 7
    • 0026305589 scopus 로고
    • Potential and limits of vegetation indices for LAI and APAR assessment
    • Baret F., Guyot G. Potential and limits of vegetation indices for LAI and APAR assessment. Remote Sensing of Environment 1991, 35(2):161-173.
    • (1991) Remote Sensing of Environment , vol.35 , Issue.2 , pp. 161-173
    • Baret, F.1    Guyot, G.2
  • 8
    • 34548034502 scopus 로고    scopus 로고
    • LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION. Part 1: Principles of the algorithm
    • Baret F., Hagolle O., Geiger B., Bicheron P., Miras B., Huc M., et al. LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION. Part 1: Principles of the algorithm. Remote Sensing of Environment 2007, 110:275-286.
    • (2007) Remote Sensing of Environment , vol.110 , pp. 275-286
    • Baret, F.1    Hagolle, O.2    Geiger, B.3    Bicheron, P.4    Miras, B.5    Huc, M.6
  • 10
    • 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(3):173-176.
    • (1990) Agricultural and Forest Meteorology , vol.49 , Issue.3 , pp. 173-176
    • Campbell, G.S.1
  • 11
    • 76049092120 scopus 로고    scopus 로고
    • Comparison and evaluation of Medium Resolution Imaging Spectrometer leaf area index products across a range of land use
    • Canisius F., Fernandes R., Chen Jing Comparison and evaluation of Medium Resolution Imaging Spectrometer leaf area index products across a range of land use. Remote Sensing of Environment 2010, 114:950-960.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 950-960
    • Canisius, F.1    Fernandes, R.2    Chen, J.3
  • 12
    • 0036214130 scopus 로고    scopus 로고
    • Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements
    • Chen J.M., Pavlic G., Brown L., Cihlar J., Leblanc S.G., White H.P., et al. Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements. Remote Sensing of Environment 2002, 80:165-184.
    • (2002) Remote Sensing of Environment , vol.80 , pp. 165-184
    • Chen, J.M.1    Pavlic, G.2    Brown, L.3    Cihlar, J.4    Leblanc, S.G.5    White, H.P.6
  • 13
    • 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., 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 Sensing of Environment 2003, 84(1):1-15.
    • (2003) Remote Sensing of Environment , 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
  • 14
    • 40649093793 scopus 로고    scopus 로고
    • Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield
    • Dente L., Satalino G., Mattia F., Rinaldi M. Assimilation of leaf area index derived from ASAR and MERIS data into CERES-Wheat model to map wheat yield. Remote Sensing of Environment 2008, 112:1395-1407.
    • (2008) Remote Sensing of Environment , vol.112 , pp. 1395-1407
    • Dente, L.1    Satalino, G.2    Mattia, F.3    Rinaldi, M.4
  • 15
    • 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
  • 16
    • 77955266198 scopus 로고    scopus 로고
    • Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner
    • Eitel J.U.H., Vierling L.A., Long D.S. Simultaneous measurements of plant structure and chlorophyll content in broadleaf saplings with a terrestrial laser scanner. Remote Sensing of Environment 2010, 114:2229-2237.
    • (2010) Remote Sensing of Environment , vol.114 , pp. 2229-2237
    • Eitel, J.U.H.1    Vierling, L.A.2    Long, D.S.3
  • 19
    • 0142062532 scopus 로고    scopus 로고
    • Landsat-5 TM and Landsat-7 ETM+ based accuracy assessment of leaf area index products for Canada derived from SPOT-4 VEGETATION data
    • Fernandes R., Butson C., Leblanc S., Latifovic R. Landsat-5 TM and Landsat-7 ETM+ based accuracy assessment of leaf area index products for Canada derived from SPOT-4 VEGETATION data. Canadian Journal of Remote Sensing 2003, 29:241-258.
    • (2003) Canadian Journal of Remote Sensing , vol.29 , pp. 241-258
    • Fernandes, R.1    Butson, C.2    Leblanc, S.3    Latifovic, R.4
  • 20
    • 0021644184 scopus 로고
    • Inversion of vegetation canopy reflectance models for estimating agronomic variable. V. Estimation of leaf area index and average leaf angle using measured canopy reflectances
    • Goel N.S., Thompson R.L. Inversion of vegetation canopy reflectance models for estimating agronomic variable. V. Estimation of leaf area index and average leaf angle using measured canopy reflectances. Remote Sensing of Environment 1984, 16:69-85.
    • (1984) Remote Sensing of Environment , vol.16 , pp. 69-85
    • Goel, N.S.1    Thompson, R.L.2
  • 21
    • 0033839848 scopus 로고    scopus 로고
    • Adjustment procedures of a crop model to the site specific characteristics of soil and crop using remote sensing data assimilation
    • Guérif M., Duke C.L. Adjustment procedures of a crop model to the site specific characteristics of soil and crop using remote sensing data assimilation. Agriculture, Ecosystems and Environment 2000, 81:57-69.
    • (2000) Agriculture, Ecosystems and Environment , vol.81 , pp. 57-69
    • Guérif, M.1    Duke, C.L.2
  • 22
    • 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., Miller J.R., Pattey E., Zarco-Tejada P.J., Strachan I.B. 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(3):337-352.
    • (2004) Remote Sensing of Environment , vol.90 , Issue.3 , pp. 337-352
    • Haboudane, D.1    Miller, J.R.2    Pattey, E.3    Zarco-Tejada, P.J.4    Strachan, I.B.5
  • 23
    • 0141792270 scopus 로고    scopus 로고
    • Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression
    • Hansen P.M., Schjoerring J.K. Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression. Remote Sensing of Environment 2003, 86:542-553.
    • (2003) Remote Sensing of Environment , vol.86 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 24
    • 0024165401 scopus 로고
    • A soil-adjusted vegetation index
    • Huete A.R. A soil-adjusted vegetation index. Remote Sensing of Environment 1988, 25:295-309.
    • (1988) Remote Sensing of Environment , vol.25 , pp. 295-309
    • Huete, A.R.1
  • 26
    • 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
  • 27
    • 62149126592 scopus 로고    scopus 로고
    • Analysis of leaf area index in the ECMWF land surface model and impact on latent heat and carbon fluxes: Application to West Africa
    • (art. no. D24117)
    • Jarlan L., Balsamo G., Lafont S., Beljaars A., Calvet J.C., Mougin E. Analysis of leaf area index in the ECMWF land surface model and impact on latent heat and carbon fluxes: Application to West Africa. Journal of Geophysical Research D: Atmospheres 2008, 113(24). (art. no. D24117). 10.1029/2007JD009370.
    • (2008) Journal of Geophysical Research D: Atmospheres , vol.113 , Issue.24
    • Jarlan, L.1    Balsamo, G.2    Lafont, S.3    Beljaars, A.4    Calvet, J.C.5    Mougin, E.6
  • 28
    • 50849142217 scopus 로고    scopus 로고
    • Development of a two-band Enhanced Vegetation Index without a blue band
    • Jiang Z., Huete A.R., Didan K., Miura T. Development of a two-band Enhanced Vegetation Index without a blue band. Remote Sensing of Environment 2008, 112(10):3833-3845.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.10 , pp. 3833-3845
    • Jiang, Z.1    Huete, A.R.2    Didan, K.3    Miura, T.4
  • 29
    • 0032573709 scopus 로고    scopus 로고
    • Synergistic algorithm for estimating vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from MODIS and MISR data
    • Knyazikhin Y., Martonchik J.V., Myneni R.B., Diner D.J., Running S. Synergistic algorithm for estimating vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from MODIS and MISR data. Journal of Geophysical Research 1998, 103:32257-32275.
    • (1998) Journal of Geophysical Research , vol.103 , pp. 32257-32275
    • Knyazikhin, Y.1    Martonchik, J.V.2    Myneni, R.B.3    Diner, D.J.4    Running, S.5
  • 30
    • 13844266849 scopus 로고    scopus 로고
    • Use of coupled canopy structure dynamic and radiative transfer models to estimate biophysical canopy characteristics
    • Koetz B., Baret F., Poilvé H., Hill J. Use of coupled canopy structure dynamic and radiative transfer models to estimate biophysical canopy characteristics. Remote Sensing of Environment 2005, 95(1):115-124.
    • (2005) Remote Sensing of Environment , vol.95 , Issue.1 , pp. 115-124
    • Koetz, B.1    Baret, F.2    Poilvé, H.3    Hill, J.4
  • 31
    • 39749152755 scopus 로고    scopus 로고
    • Multitemporal-patch ensemble inversion of coupled surface-atmosphere radiative transfer models for land surface characterization
    • Lauvernet C., Baret F., Hascoet L., Buis S., Le Dimet F.X. Multitemporal-patch ensemble inversion of coupled surface-atmosphere radiative transfer models for land surface characterization. Remote Sensing of Environment 2008, 112(3):851-861.
    • (2008) Remote Sensing of Environment , vol.112 , Issue.3 , pp. 851-861
    • Lauvernet, C.1    Baret, F.2    Hascoet, L.3    Buis, S.4    Le Dimet, F.X.5
  • 35
    • 0034349869 scopus 로고    scopus 로고
    • The effects of remotely sensed plant functional type and leaf area index on simulations of boreal forest surface fluxes by the NCAR land surface model
    • Oleson K.W., Bonan G.B. The effects of remotely sensed plant functional type and leaf area index on simulations of boreal forest surface fluxes by the NCAR land surface model. Journal of Hydrometeorology 2000, 1(5):431-446.
    • (2000) Journal of Hydrometeorology , vol.1 , Issue.5 , pp. 431-446
    • Oleson, K.W.1    Bonan, G.B.2
  • 38
    • 65249150658 scopus 로고    scopus 로고
    • Causes and consequences of variation in leaf mass per area (LMA): A meta-analysis
    • Poorter H., Niinemets U., Poorter L., Wright I.J., Villar R. Causes and consequences of variation in leaf mass per area (LMA): A meta-analysis. The New Phytologist 2009, 182:565-588.
    • (2009) The New Phytologist , vol.182 , pp. 565-588
    • Poorter, H.1    Niinemets, U.2    Poorter, L.3    Wright, I.J.4    Villar, R.5
  • 39
    • 0037646558 scopus 로고    scopus 로고
    • Assimilating optical and radar data into the STICS crop model for wheat
    • Prevot L., Chauki H., Troufleau D., Weiss M., Baret F., Brisson N. Assimilating optical and radar data into the STICS crop model for wheat. Agronomie 2003, 23:297-303.
    • (2003) Agronomie , vol.23 , pp. 297-303
    • Prevot, L.1    Chauki, H.2    Troufleau, D.3    Weiss, M.4    Baret, F.5    Brisson, N.6
  • 43
    • 0033079533 scopus 로고    scopus 로고
    • A quantitative model-independent method for global sensitivity analysis of model output
    • Saltelli A., Tarantola S., Chan K. A quantitative model-independent method for global sensitivity analysis of model output. Technometrics 1999, 41(1):39-56.
    • (1999) Technometrics , vol.41 , Issue.1 , pp. 39-56
    • Saltelli, A.1    Tarantola, S.2    Chan, K.3
  • 45
    • 0031963206 scopus 로고    scopus 로고
    • The sensitivity of the OSAVI vegetation index to observational parameters
    • Steven M.D. The sensitivity of the OSAVI vegetation index to observational parameters. Remote Sensing of Environment 1998, 63(1):49-60.
    • (1998) Remote Sensing of Environment , vol.63 , Issue.1 , pp. 49-60
    • Steven, M.D.1
  • 46
    • 0346008116 scopus 로고    scopus 로고
    • Impact of leaf area index seasonality on the annual land surface evaporation in a global circulation model
    • ACL 5-1-5-9
    • van den Hurk B.J.J.M., Viterbo P., Los S.O. Impact of leaf area index seasonality on the annual land surface evaporation in a global circulation model. Journal of Geophysical Research D: Atmospheres 2003, 108(6). ACL 5-1-5-9.
    • (2003) Journal of Geophysical Research D: Atmospheres , vol.108 , Issue.6
    • van den Hurk, B.J.J.M.1    Viterbo, P.2    Los, S.O.3
  • 47
    • 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
  • 49
    • 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
    • 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 Sensing of Environment 2004, 92:465-474.
    • (2004) Remote Sensing of Environment , vol.92 , pp. 465-474
    • Walthall, C.1    Dulaney, W.2    Anderson, M.3    Norman, J.4    Fang, H.5    Liang, S.6
  • 50
    • 33846869943 scopus 로고    scopus 로고
    • Comparison of leaf angle distribution functions: Effects on extinction coefficient and fraction of sunlit foliage
    • Wang W.M., Li Z.L., Su H.B. Comparison of leaf angle distribution functions: Effects on extinction coefficient and fraction of sunlit foliage. Agricultural and Forest Meteorology 2007, 143:106-122.
    • (2007) Agricultural and Forest Meteorology , vol.143 , pp. 106-122
    • Wang, W.M.1    Li, Z.L.2    Su, H.B.3
  • 51
    • 34548012350 scopus 로고    scopus 로고
    • LAI and fAPAR CYCLOPES global products derived from VEGETATION. Part 2: Validation and comparison with MODIS collection 4 products
    • Weiss M., Baret F., Garrigues S., Lacaze R. LAI and fAPAR CYCLOPES global products derived from VEGETATION. Part 2: Validation and comparison with MODIS collection 4 products. Remote Sensing of Environment 2007, 110:317-331.
    • (2007) Remote Sensing of Environment , vol.110 , pp. 317-331
    • Weiss, M.1    Baret, F.2    Garrigues, S.3    Lacaze, R.4
  • 52
    • 0034106848 scopus 로고    scopus 로고
    • Investigation of a model inversion technique for the estimation of crop charcteristics from spectral and directional reflectance data
    • Weiss M., Baret F., Myneni R., Pragnère A., Knyazikhin Y. Investigation of a model inversion technique for the estimation of crop charcteristics 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
  • 54
    • 37649016551 scopus 로고    scopus 로고
    • Evaluation of MODIS land cover and LAI products in cropland of north China plain using in situ measurements and Landsat TM images
    • Yang P., Shibasaki R., Wu W., Zhou Q., Chen Z., Zha Y., et al. Evaluation of MODIS land cover and LAI products in cropland of north China plain using in situ measurements and Landsat TM images. IEEE Transactions on Geoscience and Remote Sensing 2007, 45:3087-3097.
    • (2007) IEEE Transactions on Geoscience and Remote Sensing , vol.45 , pp. 3087-3097
    • Yang, P.1    Shibasaki, R.2    Wu, W.3    Zhou, Q.4    Chen, Z.5    Zha, Y.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.