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Volumn 63, Issue 4, 2008, Pages 409-426

LAI and chlorophyll estimation for a heterogeneous grassland using hyperspectral measurements

Author keywords

Chlorophyll; Grassland; Hyperspectral remote sensing; Leaf area index; Partial least squares regression

Indexed keywords

CHLOROPHYLL; CIVIL AVIATION; CURVE FITTING; ESTIMATION; FOOD PROCESSING; FORESTRY; LEAST SQUARES APPROXIMATIONS; LINEAR REGRESSION; PORPHYRINS; REGRESSION ANALYSIS; VEGETATION;

EID: 47249128967     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2008.01.001     Document Type: Article
Times cited : (388)

References (116)
  • 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 64 3 (1998) 234-253
    • (1998) Remote Sensing of Environment , vol.64 , Issue.3 , pp. 234-253
    • Asner, G.P.1
  • 2
    • 0029472506 scopus 로고    scopus 로고
    • Atzberger C., 1995. Accuracy of multitemporal LAI estimates in winter wheat using analytical (PROSPECT+SAIL) and semi-empirical reflectance models. In: Guyot, G. (Eds.), Proc. Photosynthesis and Remote Sensing, EARSeL Colloquium, Montpellier, 28-30 August 1995, pp. 423-428
    • Atzberger C., 1995. Accuracy of multitemporal LAI estimates in winter wheat using analytical (PROSPECT+SAIL) and semi-empirical reflectance models. In: Guyot, G. (Eds.), Proc. Photosynthesis and Remote Sensing, EARSeL Colloquium, Montpellier, 28-30 August 1995, pp. 423-428
  • 3
    • 47249125019 scopus 로고    scopus 로고
    • Atzberger, C., 1997. Estimates of Winter Wheat Production through Remote Sensing and Crop Growth Modeling. Ph.D. Thesis, VWF Verlag, Berlin, Germany
    • Atzberger, C., 1997. Estimates of Winter Wheat Production through Remote Sensing and Crop Growth Modeling. Ph.D. Thesis, VWF Verlag, Berlin, Germany
  • 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 93 1-2 (2004) 53-67
    • (2004) Remote Sensing of Environment , vol.93 , Issue.1-2 , pp. 53-67
    • Atzberger, C.1
  • 5
    • 47249098682 scopus 로고    scopus 로고
    • Atzberger, C., Jarmer, T., Schlerf, M., Kötz, B., Werner, W., 2003a. Retrieval of wheat bio-physical attributes from hyperspectral data and SAILH +PROSPECT radiative transfer model. In: Habermeyer, M., Müller, A., Holzwarth, S. (Eds.), Proc. 3rd EARSeL workshop on imaging spectroscopy. Herrsching, Germany, 13-16 May 2003, pp. 473-482
    • Atzberger, C., Jarmer, T., Schlerf, M., Kötz, B., Werner, W., 2003a. Retrieval of wheat bio-physical attributes from hyperspectral data and SAILH +PROSPECT radiative transfer model. In: Habermeyer, M., Müller, A., Holzwarth, S. (Eds.), Proc. 3rd EARSeL workshop on imaging spectroscopy. Herrsching, Germany, 13-16 May 2003, pp. 473-482
  • 6
    • 47249140951 scopus 로고    scopus 로고
    • Atzberger, C., Jarmer, T., Schlerf, M., Kötz, B., Werner, W., 2003b. Spectroradiometric determination of wheat bio-physical variables: comparison of different empirical-statistical approaches. In: Goossens, R. (Eds.), Remote Sensing in Transitions, Proc. 23rd EARSeL symposium, Belgium, 2-5 June 2003, pp. 463-470
    • Atzberger, C., Jarmer, T., Schlerf, M., Kötz, B., Werner, W., 2003b. Spectroradiometric determination of wheat bio-physical variables: comparison of different empirical-statistical approaches. In: Goossens, R. (Eds.), Remote Sensing in Transitions, Proc. 23rd EARSeL symposium, Belgium, 2-5 June 2003, pp. 463-470
  • 7
    • 0023399969 scopus 로고
    • Monitoring wheat canopies with a high spectral resolution radiometer
    • Baret F., Champion I., Guyot G., and Podaire A. Monitoring wheat canopies with a high spectral resolution radiometer. Remote Sensing of Environment 22 3 (1987) 367-378
    • (1987) Remote Sensing of Environment , vol.22 , Issue.3 , pp. 367-378
    • Baret, F.1    Champion, I.2    Guyot, G.3    Podaire, A.4
  • 8
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and caroteniods at leaf and canopy scales: An evaluation of some hyperspectral approaches
    • Blackburn G.A. Quantifying chlorophylls and caroteniods at leaf and canopy scales: An evaluation of some hyperspectral approaches. Remote Sensing of Environment 66 3 (1998) 273-285
    • (1998) Remote Sensing of Environment , vol.66 , Issue.3 , pp. 273-285
    • Blackburn, G.A.1
  • 9
    • 0023823253 scopus 로고
    • Numerical procedures and computer program for fitting an inverted Gaussian model to vegetation reflectance data
    • Bonham-Carter G.F. Numerical procedures and computer program for fitting an inverted Gaussian model to vegetation reflectance data. Computers and Geosciences 14 3 (1988) 339-356
    • (1988) Computers and Geosciences , vol.14 , Issue.3 , pp. 339-356
    • Bonham-Carter, G.F.1
  • 10
    • 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., and 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 76 2 (2001) 156-172
    • (2001) Remote Sensing of Environment , vol.76 , Issue.2 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 11
    • 0036259365 scopus 로고    scopus 로고
    • Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data
    • Broge N.H., and Mortensen J.V. Deriving green crop area index and canopy chlorophyll density of winter wheat from spectral reflectance data. Remote Sensing of Environment 81 1 (2002) 45-57
    • (2002) Remote Sensing of Environment , vol.81 , Issue.1 , pp. 45-57
    • Broge, N.H.1    Mortensen, J.V.2
  • 12
    • 0033988863 scopus 로고    scopus 로고
    • A shortwave infrared modification to the simple ratio for LAI retrieval in boreal forests: An image and model analysis
    • Brown L., Chen J.M., Leblanc S.G., and Cihlar J. A shortwave infrared modification to the simple ratio for LAI retrieval in boreal forests: An image and model analysis. Remote Sensing of Environment 71 1 (2000) 16-25
    • (2000) Remote Sensing of Environment , vol.71 , Issue.1 , pp. 16-25
    • Brown, L.1    Chen, J.M.2    Leblanc, S.G.3    Cihlar, J.4
  • 13
    • 0000853632 scopus 로고
    • Growing conditions alter the relationship between SPAD-501 values and apple leaf chlorophyll
    • Campbell R.J., Nobley K.N., Marini R.P., and Pfeiffer D.G. Growing conditions alter the relationship between SPAD-501 values and apple leaf chlorophyll. HortScience 25 (1990) 330-331
    • (1990) HortScience , vol.25 , pp. 330-331
    • Campbell, R.J.1    Nobley, K.N.2    Marini, R.P.3    Pfeiffer, D.G.4
  • 14
    • 0028669029 scopus 로고
    • Ratios of leaf reflectances in narrow wavebands as indicators of plant stress
    • Carter G.A. Ratios of leaf reflectances in narrow wavebands as indicators of plant stress. International Journal of Remote Sensing 15 3 (1994) 697-703
    • (1994) International Journal of Remote Sensing , vol.15 , Issue.3 , pp. 697-703
    • Carter, G.A.1
  • 16
    • 3242735865 scopus 로고    scopus 로고
    • Comparison of principal component inversion with VI-empirical approach for LAI estimation using simulated reflectance data
    • Chaurasia S., and Dadhwal V.K. Comparison of principal component inversion with VI-empirical approach for LAI estimation using simulated reflectance data. International Journal of Remote Sensing 25 14 (2004) 2881-2887
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.14 , pp. 2881-2887
    • Chaurasia, S.1    Dadhwal, V.K.2
  • 19
    • 47249133491 scopus 로고    scopus 로고
    • Cho M.A., 2007. Hyperspectral remote sensing of biochemical and biophysical parameters: The derivative red-edge "double-peak feature": A nuisance or an opportunity? Ph.D. Thesis, Wageningen University
    • Cho M.A., 2007. Hyperspectral remote sensing of biochemical and biophysical parameters: The derivative red-edge "double-peak feature": A nuisance or an opportunity? Ph.D. Thesis, Wageningen University
  • 20
    • 33644781472 scopus 로고    scopus 로고
    • A new technique for extracting the red edge position from hyperspectral data: The linear extrapolation method
    • Cho M.A., and Skidmore A.K. A new technique for extracting the red edge position from hyperspectral data: The linear extrapolation method. Remote Sensing of Environment 101 2 (2006) 181-193
    • (2006) Remote Sensing of Environment , vol.101 , Issue.2 , pp. 181-193
    • Cho, M.A.1    Skidmore, A.K.2
  • 22
    • 2942621978 scopus 로고    scopus 로고
    • Landsat's role in ecological application of remote sensing
    • Cohen W.B., and Goward S.N. Landsat's role in ecological application of remote sensing. BioScience 54 6 (2004) 535-545
    • (2004) BioScience , vol.54 , Issue.6 , pp. 535-545
    • Cohen, W.B.1    Goward, S.N.2
  • 23
    • 0037380004 scopus 로고    scopus 로고
    • An improved strategy for regression of biophysical variables and Landsat ETM+data
    • Cohen W.B., Maiersperger T.K., Gower S.T., and Turner D.P. An improved strategy for regression of biophysical variables and Landsat ETM+data. Remote Sensing of Environment 84 4 (2003) 561-571
    • (2003) Remote Sensing of Environment , vol.84 , Issue.4 , pp. 561-571
    • Cohen, W.B.1    Maiersperger, T.K.2    Gower, S.T.3    Turner, D.P.4
  • 24
    • 0038606455 scopus 로고    scopus 로고
    • Retrieval of leaf area index in different vegetation types using high resolution satellite data
    • Colombo R., Bellingeri D., Fasolini D., and Marino C.M. Retrieval of leaf area index in different vegetation types using high resolution satellite data. Remote Sensing of Environment 86 1 (2003) 120-131
    • (2003) Remote Sensing of Environment , vol.86 , Issue.1 , pp. 120-131
    • Colombo, R.1    Bellingeri, D.2    Fasolini, D.3    Marino, C.M.4
  • 25
    • 0024856758 scopus 로고
    • Remote sensing of foliar chemistry
    • Curran P.J. Remote sensing of foliar chemistry. Remote Sensing of Environment 30 3 (1989) 271-278
    • (1989) Remote Sensing of Environment , vol.30 , Issue.3 , pp. 271-278
    • Curran, P.J.1
  • 26
    • 0034969185 scopus 로고    scopus 로고
    • Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: Testing the Kokaly and Clark methodologies
    • Curran P.J., Dungan J.L., and Peterson D.L. Estimating the foliar biochemical concentration of leaves with reflectance spectrometry: Testing the Kokaly and Clark methodologies. Remote Sensing of Environment 76 3 (2001) 349-359
    • (2001) Remote Sensing of Environment , vol.76 , Issue.3 , pp. 349-359
    • Curran, P.J.1    Dungan, J.L.2    Peterson, D.L.3
  • 28
    • 0346245213 scopus 로고    scopus 로고
    • Training a neural network with a canopy reflectance model to estimate crop leaf area index
    • Danson F.M., Rowland C.S., and Baret F. Training a neural network with a canopy reflectance model to estimate crop leaf area index. International Journal of Remote Sensing 24 23 (2003) 4891-4905
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.23 , pp. 4891-4905
    • Danson, F.M.1    Rowland, C.S.2    Baret, F.3
  • 30
    • 0035270904 scopus 로고    scopus 로고
    • Uncertainty testing in PLS regression
    • Davies A.M.C. Uncertainty testing in PLS regression. Spectroscopy Europe 13 2 (2001) 16-19
    • (2001) Spectroscopy Europe , vol.13 , Issue.2 , pp. 16-19
    • Davies, A.M.C.1
  • 31
    • 0032551508 scopus 로고    scopus 로고
    • A new technique for interpolating the reflectance red edge position
    • Dawson T.P., and Curran P.J. A new technique for interpolating the reflectance red edge position. International Journal of Remote Sensing 19 11 (1998) 2133-2139
    • (1998) International Journal of Remote Sensing , vol.19 , Issue.11 , pp. 2133-2139
    • Dawson, T.P.1    Curran, P.J.2
  • 32
    • 0037431389 scopus 로고    scopus 로고
    • Above-ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: The DAIS Peyne experiment
    • De Jong S.M., Pebesma E.J., and Lacaze B. Above-ground biomass assessment of Mediterranean forests using airborne imaging spectrometry: The DAIS Peyne experiment. International Journal of Remote Sensing 24 7 (2003) 1505-1520
    • (2003) International Journal of Remote Sensing , vol.24 , Issue.7 , pp. 1505-1520
    • De Jong, S.M.1    Pebesma, E.J.2    Lacaze, B.3
  • 33
    • 0032496179 scopus 로고    scopus 로고
    • Growth and yield potential of Oryza sativa and O. glaberrima upland rice cultivars and their interspecific progenies
    • Dingkuhn M., Jones M.P., Johnson D.E., and Sow A. Growth and yield potential of Oryza sativa and O. glaberrima upland rice cultivars and their interspecific progenies. Field Crops Research 57 1 (1998) 57-69
    • (1998) Field Crops Research , vol.57 , Issue.1 , pp. 57-69
    • Dingkuhn, M.1    Jones, M.P.2    Johnson, D.E.3    Sow, A.4
  • 34
    • 0002175152 scopus 로고    scopus 로고
    • Spectroscopic quantitative analysis
    • Workman J., and Springsteen A. (Eds), Academic Press, San Diego
    • Duckworth J. Spectroscopic quantitative analysis. In: Workman J., and Springsteen A. (Eds). Applied Spectroscopy: A Compact Reference for Practitioners (1998), Academic Press, San Diego 93-164
    • (1998) Applied Spectroscopy: A Compact Reference for Practitioners , pp. 93-164
    • Duckworth, J.1
  • 35
    • 34247884392 scopus 로고    scopus 로고
    • Effects of mercury on visible/near-infrared reflectance spectra of mustard spinach plants (Brassica rapa P.)
    • Dunagan S.C., Gilmore M.S., and Varekamp J.C. Effects of mercury on visible/near-infrared reflectance spectra of mustard spinach plants (Brassica rapa P.). Environmental Pollution 148 1 (2007) 301-311
    • (2007) Environmental Pollution , vol.148 , Issue.1 , pp. 301-311
    • Dunagan, S.C.1    Gilmore, M.S.2    Varekamp, J.C.3
  • 37
    • 84945737762 scopus 로고
    • A leisurely look at the bootstrap, the jackknife, and cross-validation
    • Efron B., and Gong G. A leisurely look at the bootstrap, the jackknife, and cross-validation. The American Statistician 37 1 (1983) 36-48
    • (1983) The American Statistician , vol.37 , Issue.1 , pp. 36-48
    • Efron, B.1    Gong, G.2
  • 39
    • 33846619199 scopus 로고    scopus 로고
    • Hyperspectral imaging for nondestructive determination of some quality attributes for strawberry
    • El-Masry G., Wang N., El-Sayed A., and Ngadi M. Hyperspectral imaging for nondestructive determination of some quality attributes for strawberry. Journal of Food Engineering 81 1 (2007) 98-107
    • (2007) Journal of Food Engineering , vol.81 , Issue.1 , pp. 98-107
    • El-Masry, G.1    Wang, N.2    El-Sayed, A.3    Ngadi, M.4
  • 40
    • 0028815095 scopus 로고
    • Comparison of broad-band and narrow-band red and near-infrared vegetation indices
    • Elvidge C.D., and Chen Z. Comparison of broad-band and narrow-band red and near-infrared vegetation indices. Remote Sensing of Environment 54 1 (1995) 38-48
    • (1995) Remote Sensing of Environment , vol.54 , Issue.1 , pp. 38-48
    • Elvidge, C.D.1    Chen, Z.2
  • 41
    • 0038035668 scopus 로고    scopus 로고
    • Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model
    • Fang H., Liang S., and Kuusk A. Retrieving leaf area index using a genetic algorithm with a canopy radiative transfer model. Remote Sensing of Environment 85 3 (2003) 257-270
    • (2003) Remote Sensing of Environment , vol.85 , Issue.3 , pp. 257-270
    • Fang, H.1    Liang, S.2    Kuusk, A.3
  • 42
    • 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., and 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 23 18 (2002) 3547-3568
    • (2002) International Journal of Remote Sensing , vol.23 , Issue.18 , pp. 3547-3568
    • Fernandes, R.1    Miller, J.R.2    Hu, B.3    Rubinstein, I.G.4
  • 43
    • 27744451462 scopus 로고    scopus 로고
    • Nitrogen detection with hyperspectral normalized ratio indices across multiple plant species
    • Ferwerda J.G., Skidmore A.K., and Mutanga O. Nitrogen detection with hyperspectral normalized ratio indices across multiple plant species. International Journal of Remote Sensing 26 18 (2005) 4083-4095
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.18 , pp. 4083-4095
    • Ferwerda, J.G.1    Skidmore, A.K.2    Mutanga, O.3
  • 46
    • 0142206472 scopus 로고    scopus 로고
    • Indirect measurements of forest canopy structure from in situ optical sensors
    • Wulder M.A., and Franklin S.E. (Eds), Kluwer Academic, Boston
    • Fournier R.A., Mailly D., Walter J.M.N., and Soudani K. Indirect measurements of forest canopy structure from in situ optical sensors. In: Wulder M.A., and Franklin S.E. (Eds). Remote Sensing of Forest Environments: Concepts and Case Studies (2003), Kluwer Academic, Boston 77-114
    • (2003) Remote Sensing of Forest Environments: Concepts and Case Studies , pp. 77-114
    • Fournier, R.A.1    Mailly, D.2    Walter, J.M.N.3    Soudani, K.4
  • 47
    • 0026451960 scopus 로고
    • A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency
    • Gamon J.A., Penuelas J., and Field C.B. A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sensing of Environment 41 1 (1992) 35-44
    • (1992) Remote Sensing of Environment , vol.41 , Issue.1 , pp. 35-44
    • Gamon, J.A.1    Penuelas, J.2    Field, C.B.3
  • 48
    • 11144325691 scopus 로고
    • Partial least-squares regression: a tutorial
    • Geladi P., and Kowalski B.R. Partial least-squares regression: a tutorial. Analytica Chimica Acta 185 (1986) 1-17
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 49
    • 0036322223 scopus 로고    scopus 로고
    • Comparison of measured boreal forest characteristics with estimates from TM data and limited ancillary information using reflectance model inversion
    • Gemmell F., Varjo J., Strandstrom M., and Kuusk A. Comparison of measured boreal forest characteristics with estimates from TM data and limited ancillary information using reflectance model inversion. Remote Sensing of Environment 81 2-3 (2002) 365-377
    • (2002) Remote Sensing of Environment , vol.81 , Issue.2-3 , pp. 365-377
    • Gemmell, F.1    Varjo, J.2    Strandstrom, M.3    Kuusk, A.4
  • 51
    • 0029729179 scopus 로고    scopus 로고
    • Analyses of spectral-biophysical relationships for a corn canopy
    • Gilabert M.A., Gandia S., and Melia J. Analyses of spectral-biophysical relationships for a corn canopy. Remote Sensing of Environment 55 1 (1996) 11-20
    • (1996) Remote Sensing of Environment , vol.55 , Issue.1 , pp. 11-20
    • Gilabert, M.A.1    Gandia, S.2    Melia, J.3
  • 52
    • 0031205878 scopus 로고    scopus 로고
    • Remote estimation of chlorophyll content in higher plant leaves
    • Gitelson A.A., and Merzlyak M.N. Remote estimation of chlorophyll content in higher plant leaves. International Journal of Remote Sensing 18 12 (1997) 2691-2697
    • (1997) International Journal of Remote Sensing , vol.18 , Issue.12 , pp. 2691-2697
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 54
    • 0000049537 scopus 로고
    • Correlating leaf area index of ponderosa pine with hyperspectral casi data
    • Gong P., Pu R., and Miller J.R. Correlating leaf area index of ponderosa pine with hyperspectral casi data. Canadian Journal of Remote Sensing 18 4 (1992) 275-282
    • (1992) Canadian Journal of Remote Sensing , vol.18 , Issue.4 , pp. 275-282
    • Gong, P.1    Pu, R.2    Miller, J.R.3
  • 55
    • 0030304952 scopus 로고    scopus 로고
    • Critique of stepwise multiple linear regression for the extraction of leaf biochemistry information from leaf reflectance data
    • Grossman Y.L., Ustin S.L., Jacquemoud S., Sanderson E.W., Schmuck G., and Verdebout J. Critique of stepwise multiple linear regression for the extraction of leaf biochemistry information from leaf reflectance data. Remote Sensing of Environment 56 3 (1996) 182-193
    • (1996) Remote Sensing of Environment , vol.56 , Issue.3 , pp. 182-193
    • Grossman, Y.L.1    Ustin, S.L.2    Jacquemoud, S.3    Sanderson, E.W.4    Schmuck, G.5    Verdebout, J.6
  • 56
    • 47249149866 scopus 로고    scopus 로고
    • Guyot, G., Baret, F., 1988. Utilisation de la haute résolution spectrale pour suivre l'état des couverts végétaux. In: Guyenne, T.D., Hunt, J.J. (Eds.), Proc. 4th International Colloquium on Spectral Signatures of Objects in Remote Sensing. ESA SP-287, Aussois, France, 18-22 January 1988, pp. 279-286
    • Guyot, G., Baret, F., 1988. Utilisation de la haute résolution spectrale pour suivre l'état des couverts végétaux. In: Guyenne, T.D., Hunt, J.J. (Eds.), Proc. 4th International Colloquium on Spectral Signatures of Objects in Remote Sensing. ESA SP-287, Aussois, France, 18-22 January 1988, pp. 279-286
  • 57
    • 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., and 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 90 3 (2004) 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
  • 58
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane D., Miller J.R., Tremblay N., Zarco-Tejada P.J., and Dextraze L. Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sensing of Environment 81 2-3 (2002) 416-426
    • (2002) Remote Sensing of Environment , vol.81 , Issue.2-3 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 59
    • 47249146186 scopus 로고    scopus 로고
    • Hamilton, L.C., 1993. Statistics with STATA 3. Wadsworth, Belmont, CA
    • Hamilton, L.C., 1993. Statistics with STATA 3. Wadsworth, Belmont, CA
  • 60
    • 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., and 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 86 4 (2003) 542-553
    • (2003) Remote Sensing of Environment , vol.86 , Issue.4 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 61
    • 0022924659 scopus 로고
    • Effects of nitrogen fertilization on growth and reflectance characteristics of winter wheat
    • Hinzman L.D., Bauer M.E., and Daughtry C.S.T. Effects of nitrogen fertilization on growth and reflectance characteristics of winter wheat. Remote Sensing of Environment 19 1 (1986) 47-61
    • (1986) Remote Sensing of Environment , vol.19 , Issue.1 , pp. 47-61
    • Hinzman, L.D.1    Bauer, M.E.2    Daughtry, C.S.T.3
  • 63
    • 4544314243 scopus 로고    scopus 로고
    • Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis
    • Huang Z., Turner B.J., Dury S.J., Wallis I.R., and Foley W.J. Estimating foliage nitrogen concentration from HYMAP data using continuum removal analysis. Remote Sensing of Environment 93 1-2 (2004) 18-29
    • (2004) Remote Sensing of Environment , vol.93 , Issue.1-2 , pp. 18-29
    • Huang, Z.1    Turner, B.J.2    Dury, S.J.3    Wallis, I.R.4    Foley, W.J.5
  • 64
    • 0034478693 scopus 로고    scopus 로고
    • Comparison of four radiative transfer models to simulate plant canopies reflectance: Direct and inverse mode
    • Jacquemoud S., Bacour C., Poilve H., and Frangi J.P. Comparison of four radiative transfer models to simulate plant canopies reflectance: Direct and inverse mode. Remote Sensing of Environment 74 3 (2000) 471-481
    • (2000) Remote Sensing of Environment , vol.74 , Issue.3 , pp. 471-481
    • Jacquemoud, S.1    Bacour, C.2    Poilve, H.3    Frangi, J.P.4
  • 66
    • 4243159915 scopus 로고    scopus 로고
    • Spectral measurements at different spatial scales in potato: relating leaf, plant and canopy nitrogen status
    • Jongschaap R.E.E., and Booij R. Spectral measurements at different spatial scales in potato: relating leaf, plant and canopy nitrogen status. International Journal of Applied Earth Observation and Geoinformation 5 3 (2004) 205-218
    • (2004) International Journal of Applied Earth Observation and Geoinformation , vol.5 , Issue.3 , pp. 205-218
    • Jongschaap, R.E.E.1    Booij, R.2
  • 68
    • 0033102275 scopus 로고    scopus 로고
    • Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression
    • Kokaly R.F., and Clark R.N. Spectroscopic determination of leaf biochemistry using band-depth analysis of absorption features and stepwise multiple linear regression. Remote Sensing of Environment 67 3 (1999) 267-287
    • (1999) Remote Sensing of Environment , vol.67 , Issue.3 , pp. 267-287
    • Kokaly, R.F.1    Clark, R.N.2
  • 70
    • 4444229584 scopus 로고    scopus 로고
    • Estimating leaf area index of a degraded mangrove forest using high spatial resolution satellite data
    • Kovacs J.M., Flores-Verdugo F., Wang J., and Aspden L.P. Estimating leaf area index of a degraded mangrove forest using high spatial resolution satellite data. Aquatic Botany 80 1 (2004) 13-22
    • (2004) Aquatic Botany , vol.80 , Issue.1 , pp. 13-22
    • Kovacs, J.M.1    Flores-Verdugo, F.2    Wang, J.3    Aspden, L.P.4
  • 71
    • 0000626789 scopus 로고    scopus 로고
    • Evolutionary variable selection in regression and PLS analyses
    • Kubinyi H. Evolutionary variable selection in regression and PLS analyses. Journal of Chemometrics 10 2 (1996) 119-133
    • (1996) Journal of Chemometrics , vol.10 , Issue.2 , pp. 119-133
    • Kubinyi, H.1
  • 72
    • 2942739367 scopus 로고    scopus 로고
    • Hyperspectral versus multispectral data for estimating leaf area index in four different biomes
    • Lee K.S., Cohen W.B., Kennedy R.E., Maiersperger T.K., and Gower S.T. Hyperspectral versus multispectral data for estimating leaf area index in four different biomes. Remote Sensing of Environment 91 3-4 (2004) 508-520
    • (2004) Remote Sensing of Environment , vol.91 , Issue.3-4 , pp. 508-520
    • Lee, K.S.1    Cohen, W.B.2    Kennedy, R.E.3    Maiersperger, T.K.4    Gower, S.T.5
  • 73
    • 0033394698 scopus 로고    scopus 로고
    • Lidar remote sensing of the canopy structure and biophysical properties of Douglas Fir western hemlock forests
    • Lefsky M.A., Cohen W.B., Acker S.A., Parker G.G., Spies T.A., and Harding D. Lidar remote sensing of the canopy structure and biophysical properties of Douglas Fir western hemlock forests. Remote Sensing of Environment 70 3 (1999) 339-361
    • (1999) Remote Sensing of Environment , vol.70 , Issue.3 , pp. 339-361
    • Lefsky, M.A.1    Cohen, W.B.2    Acker, S.A.3    Parker, G.G.4    Spies, T.A.5    Harding, D.6
  • 74
    • 0035123852 scopus 로고    scopus 로고
    • An evaluation of alternate remote sensing products for forest inventory, monitoring, and mapping of Douglas-fir forests in western Oregon
    • Lefsky M.A., Cohen W.B., and Spies T.A. An evaluation of alternate remote sensing products for forest inventory, monitoring, and mapping of Douglas-fir forests in western Oregon. Canadian Journal of Forest Research 31 1 (2001) 78-87
    • (2001) Canadian Journal of Forest Research , vol.31 , Issue.1 , pp. 78-87
    • Lefsky, M.A.1    Cohen, W.B.2    Spies, T.A.3
  • 77
  • 78
    • 0033636234 scopus 로고    scopus 로고
    • Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR)
    • Martens H., and Martens M. Modified jack-knife estimation of parameter uncertainty in bilinear modelling by partial least squares regression (PLSR). Food Quality and Preference 11 1-2 (2000) 5-16
    • (2000) Food Quality and Preference , vol.11 , Issue.1-2 , pp. 5-16
    • Martens, H.1    Martens, M.2
  • 80
    • 0028666239 scopus 로고
    • Distinguishing nitrogen fertilization levels in field corn (Zea mays L.) with actively induced fluorescence and passive reflectance measurements
    • McMurtrey J.E., Chappelle E.W., Kim M.S., Meisinger J.J., and Corp L.A. Distinguishing nitrogen fertilization levels in field corn (Zea mays L.) with actively induced fluorescence and passive reflectance measurements. Remote Sensing of Environment 47 1 (1994) 36-44
    • (1994) Remote Sensing of Environment , vol.47 , Issue.1 , pp. 36-44
    • McMurtrey, J.E.1    Chappelle, E.W.2    Kim, M.S.3    Meisinger, J.J.4    Corp, L.A.5
  • 82
    • 5444267906 scopus 로고    scopus 로고
    • Narrow band vegetation indices overcome the saturation problem in biomass estimation
    • Mutanga O., and Skidmore A.K. Narrow band vegetation indices overcome the saturation problem in biomass estimation. International Journal of Remote Sensing 25 19 (2004) 3999-4014
    • (2004) International Journal of Remote Sensing , vol.25 , Issue.19 , pp. 3999-4014
    • Mutanga, O.1    Skidmore, A.K.2
  • 83
    • 17144371921 scopus 로고    scopus 로고
    • Estimating tropical pasture quality at canopy level using band depth analysis with continuum removal in the visible domain
    • Mutanga O., Skidmore A.K., Kumar L., and Ferwerda J. Estimating tropical pasture quality at canopy level using band depth analysis with continuum removal in the visible domain. International Journal of Remote Sensing 26 6 (2005) 1093-1108
    • (2005) International Journal of Remote Sensing , vol.26 , Issue.6 , pp. 1093-1108
    • Mutanga, O.1    Skidmore, A.K.2    Kumar, L.3    Ferwerda, J.4
  • 85
    • 12944254332 scopus 로고    scopus 로고
    • Comparing regression methods in estimation of biophysical properties of forest stands from two different inventories using laser scanner data
    • Naesset E., Bollandsas O.M., and Gobakken T. Comparing regression methods in estimation of biophysical properties of forest stands from two different inventories using laser scanner data. Remote Sensing of Environment 94 4 (2005) 541-553
    • (2005) Remote Sensing of Environment , vol.94 , Issue.4 , pp. 541-553
    • Naesset, E.1    Bollandsas, O.M.2    Gobakken, T.3
  • 87
    • 0027789125 scopus 로고
    • Forest ecosystem processes at the watershed scale: Sensitivity to remotely sensed leaf area index estimates
    • Nemani R.R., Pierce L.L., Running S.W., and Band L.E. Forest ecosystem processes at the watershed scale: Sensitivity to remotely sensed leaf area index estimates. International Journal of Remote Sensing 14 13 (1993) 2519-2534
    • (1993) International Journal of Remote Sensing , vol.14 , Issue.13 , pp. 2519-2534
    • Nemani, R.R.1    Pierce, L.L.2    Running, S.W.3    Band, L.E.4
  • 88
    • 33645971316 scopus 로고    scopus 로고
    • Assessment of rice leaf growth and nitrogen status by hyperspectral canopy reflectance and partial least square regression
    • Nguyen H.T., and Lee B.-W. Assessment of rice leaf growth and nitrogen status by hyperspectral canopy reflectance and partial least square regression. European Journal of Agronomy 24 4 (2006) 349-356
    • (2006) European Journal of Agronomy , vol.24 , Issue.4 , pp. 349-356
    • Nguyen, H.T.1    Lee, B.-W.2
  • 91
    • 34247504629 scopus 로고    scopus 로고
    • Adaptation of a grazing gradient concept to heterogeneous Mediterranean rangelands using cost surface modelling
    • Roder A., Kuemmerle T., Hill J., Papanastasis V.P., and Tsiourlis G.M. Adaptation of a grazing gradient concept to heterogeneous Mediterranean rangelands using cost surface modelling. Ecological Modelling 204 3-4 (2007) 387-398
    • (2007) Ecological Modelling , vol.204 , Issue.3-4 , pp. 387-398
    • Roder, A.1    Kuemmerle, T.2    Hill, J.3    Papanastasis, V.P.4    Tsiourlis, G.M.5
  • 92
    • 47249103561 scopus 로고    scopus 로고
    • Rouse, J.W,. Haas, R.H, Schell, J.A., Deering, D.W., Harlan, J.C., 1974. Monitoring the Vernal Advancement of Retrogradation of Natural Vegetation. NASA/GSFC, Type III, Final Report, Greenbelt, MD
    • Rouse, J.W,. Haas, R.H, Schell, J.A., Deering, D.W., Harlan, J.C., 1974. Monitoring the Vernal Advancement of Retrogradation of Natural Vegetation. NASA/GSFC, Type III, Final Report, Greenbelt, MD
  • 94
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least square procedure
    • Savitzky A., and Golay M.J.E. Smoothing and differentiation of data by simplified least square procedure. Analytical Chemistry 36 8 (1964) 1627-1638
    • (1964) Analytical Chemistry , vol.36 , Issue.8 , pp. 1627-1638
    • Savitzky, A.1    Golay, M.J.E.2
  • 95
    • 31344449225 scopus 로고    scopus 로고
    • Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data
    • Schlerf M., and Atzberger C. Inversion of a forest reflectance model to estimate structural canopy variables from hyperspectral remote sensing data. Remote Sensing of Environment 100 3 (2006) 281-294
    • (2006) Remote Sensing of Environment , vol.100 , Issue.3 , pp. 281-294
    • Schlerf, M.1    Atzberger, C.2
  • 96
    • 14744290713 scopus 로고    scopus 로고
    • Remote sensing of forest biophysical variables using HyMap imaging spectrometer data
    • Schlerf M., Atzberger C., and Hill J. Remote sensing of forest biophysical variables using HyMap imaging spectrometer data. Remote Sensing of Environment 95 2 (2005) 177-194
    • (2005) Remote Sensing of Environment , vol.95 , Issue.2 , pp. 177-194
    • Schlerf, M.1    Atzberger, C.2    Hill, J.3
  • 97
    • 47249165791 scopus 로고    scopus 로고
    • Schlerf, M., Atzberger, C.G., Udelhoven, T., Jarmer, T., Mader, S., Werner, W., Hill, J., 2003. Spectrometric estimation of leaf pigments in Norway spruce needles using band-depth analysis, partial least-square regression and inversion of a conifer leaf model. In: Habermeyer, M., Müller, A., Holzwarth, S. (Eds.), Proc. 3rd EARSeL Workshop on Imaging Spectroscopy. Herrsching, Germany, 13-16 May 2003, pp. 559-568
    • Schlerf, M., Atzberger, C.G., Udelhoven, T., Jarmer, T., Mader, S., Werner, W., Hill, J., 2003. Spectrometric estimation of leaf pigments in Norway spruce needles using band-depth analysis, partial least-square regression and inversion of a conifer leaf model. In: Habermeyer, M., Müller, A., Holzwarth, S. (Eds.), Proc. 3rd EARSeL Workshop on Imaging Spectroscopy. Herrsching, Germany, 13-16 May 2003, pp. 559-568
  • 98
    • 3242715825 scopus 로고    scopus 로고
    • Mapping of continuous floristic gradients in grasslands using hyperspectral imagery
    • Schmidtlein S., and Sassin J. Mapping of continuous floristic gradients in grasslands using hyperspectral imagery. Remote Sensing of Environment 92 1 (2004) 126-138
    • (2004) Remote Sensing of Environment , vol.92 , Issue.1 , pp. 126-138
    • Schmidtlein, S.1    Sassin, J.2
  • 99
    • 33751040555 scopus 로고    scopus 로고
    • High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures
    • Selige T., Bohner J., and Schmidhalter U. High resolution topsoil mapping using hyperspectral image and field data in multivariate regression modeling procedures. Geoderma 136 1-2 (2006) 235-244
    • (2006) Geoderma , vol.136 , Issue.1-2 , pp. 235-244
    • Selige, T.1    Bohner, J.2    Schmidhalter, U.3
  • 101
    • 0025629188 scopus 로고
    • Spectral reflectance ratio of rice canopy for estimating crop nitrogen status
    • Takebe M., Yoneyama T., Inada K., and Murakami T. Spectral reflectance ratio of rice canopy for estimating crop nitrogen status. Plant and Soil 122 2 (1990) 295-297
    • (1990) Plant and Soil , vol.122 , Issue.2 , pp. 295-297
    • Takebe, M.1    Yoneyama, T.2    Inada, K.3    Murakami, T.4
  • 103
    • 0033970477 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and their relationships with agricultural crop characteristics
    • Thenkabail P.S., Smith R.B., and De Pauw E. Hyperspectral vegetation indices and their relationships with agricultural crop characteristics. Remote Sensing of Environment 71 2 (2000) 158-182
    • (2000) Remote Sensing of Environment , vol.71 , Issue.2 , pp. 158-182
    • Thenkabail, P.S.1    Smith, R.B.2    De Pauw, E.3
  • 104
    • 47249111864 scopus 로고    scopus 로고
    • Udelhovenm, T., Atzberger, C., Hill, J., 2000. Retrieving structural and biochemical forest characteristics using artificial neural networks and physically based reflectance models. In: Buchroithner, M. (Eds.), A Decade of Trans-European Remote Sensing Cooperation, Proc. 20th EARSeL Symposium, Dresden, Germany, 14-16 June 2000, pp. 205-211
    • Udelhovenm, T., Atzberger, C., Hill, J., 2000. Retrieving structural and biochemical forest characteristics using artificial neural networks and physically based reflectance models. In: Buchroithner, M. (Eds.), A Decade of Trans-European Remote Sensing Cooperation, Proc. 20th EARSeL Symposium, Dresden, Germany, 14-16 June 2000, pp. 205-211
  • 105
    • 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 16 2 (1984) 125-141
    • (1984) Remote Sensing of Environment , vol.16 , Issue.2 , pp. 125-141
    • Verhoef, W.1
  • 106
    • 0027131080 scopus 로고
    • Hand-held chlorophyll meter: A promising tool to assess the nitrogen status of potato foliage
    • Vos J., and Bom M. Hand-held chlorophyll meter: A promising tool to assess the nitrogen status of potato foliage. Potato Research 36 4 (1993) 301-308
    • (1993) Potato Research , vol.36 , Issue.4 , pp. 301-308
    • Vos, J.1    Bom, M.2
  • 107
    • 0031177801 scopus 로고    scopus 로고
    • Relations between directional spectral vegetation indices and leaf area and absorbed radiation in Alfalfa
    • Walter-Shea E.A., Privette J., Cornell D., Mesarch M.A., and Hays C.J. Relations between directional spectral vegetation indices and leaf area and absorbed radiation in Alfalfa. Remote Sensing of Environment 61 1 (1997) 162-177
    • (1997) Remote Sensing of Environment , vol.61 , Issue.1 , pp. 162-177
    • Walter-Shea, E.A.1    Privette, J.2    Cornell, D.3    Mesarch, M.A.4    Hays, C.J.5
  • 108
    • 0002924752 scopus 로고
    • Development of a digital chlorophyll meter: I. Structure and performance
    • (special issue)
    • Watanabe S., Hatanaka Y., and Inada K. Development of a digital chlorophyll meter: I. Structure and performance. Japanese Journal of Crop Science 49 (1980) 89-90 (special issue)
    • (1980) Japanese Journal of Crop Science , vol.49 , pp. 89-90
    • Watanabe, S.1    Hatanaka, Y.2    Inada, K.3
  • 109
    • 0033385896 scopus 로고    scopus 로고
    • Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data
    • Weiss M., and Baret F. Evaluation of canopy biophysical variable retrieval performances from the accumulation of large swath satellite data. Remote Sensing of Environment 70 3 (1999) 293-306
    • (1999) Remote Sensing of Environment , vol.70 , Issue.3 , pp. 293-306
    • Weiss, M.1    Baret, F.2
  • 111
    • 0000262546 scopus 로고
    • Instrument for indirect measurement of canopy architecture
    • Welles J.M., and Norman J.M. Instrument for indirect measurement of canopy architecture. Agronomy Journal 83 5 (1991) 818-825
    • (1991) Agronomy Journal , vol.83 , Issue.5 , pp. 818-825
    • Welles, J.M.1    Norman, J.M.2
  • 115
    • 0028980520 scopus 로고
    • Predicting nitrogen and chlorophyll content and concentration from reflectance spectra (400-2500 nm) at leaf and canopy scales
    • Yoder B.J., and Pettigrew-Crosby R.E. Predicting nitrogen and chlorophyll content and concentration from reflectance spectra (400-2500 nm) at leaf and canopy scales. Remote Sensing of Environment 53 3 (1995) 199-211
    • (1995) Remote Sensing of Environment , vol.53 , Issue.3 , pp. 199-211
    • Yoder, B.J.1    Pettigrew-Crosby, R.E.2
  • 116
    • 34247595039 scopus 로고    scopus 로고
    • A comparative analysis of broadband and narrowband derived vegetation indices in predicting LAI and CCD of a cotton canopy
    • Zhao D., Huang L., Li J., and Qi J. A comparative analysis of broadband and narrowband derived vegetation indices in predicting LAI and CCD of a cotton canopy. ISPRS Journal of Photogrammetry and Remote Sensing 62 1 (2007) 25-33
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.62 , Issue.1 , pp. 25-33
    • Zhao, D.1    Huang, L.2    Li, J.3    Qi, J.4


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