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Volumn 171-172, Issue , 2013, Pages 281-294

Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)

Author keywords

Airborne; Carotenoid; Chlorophyll; Hyperspectral; R515 R570; UAV

Indexed keywords

AIRBORNE SENSING; CAROTENOID; CHLOROPHYLL; IMAGE ANALYSIS; IMAGE RESOLUTION; PHOTOPROTECTION; PIXEL; RADIATIVE TRANSFER; SPATIOTEMPORAL ANALYSIS; ULTRAVIOLET RADIATION; VINE; VINEYARD;

EID: 84874253202     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2012.12.013     Document Type: Article
Times cited : (256)

References (52)
  • 1
    • 61349186319 scopus 로고    scopus 로고
    • Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle
    • Berni J.A.J., Zarco-Tejada P.J., Suárez L., Fereres E. Thermal and narrow-band multispectral remote sensing for vegetation monitoring from an unmanned aerial vehicle. IEEE Trans. Geosci. Remote Sens. 2009, 47(3):722-738.
    • (2009) IEEE Trans. Geosci. Remote Sens. , vol.47 , Issue.3 , pp. 722-738
    • Berni, J.A.J.1    Zarco-Tejada, P.J.2    Suárez, L.3    Fereres, E.4
  • 3
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and carotenoids at leaf and canopy scales: an evaluation of some hyperspectral approaches
    • Blackburn G.A. Quantifying chlorophylls and carotenoids at leaf and canopy scales: an evaluation of some hyperspectral approaches. Remote Sens. Environ. 1998, 66:273-285.
    • (1998) Remote Sens. Environ. , vol.66 , pp. 273-285
    • Blackburn, G.A.1
  • 4
    • 0036742849 scopus 로고    scopus 로고
    • Optical properties of intact leaves for estimating chlorophyll concentration
    • Carter G.A., Spiering B.A. Optical properties of intact leaves for estimating chlorophyll concentration. J. Environ. Qual. 2002, 31(5):1424-1432.
    • (2002) J. Environ. Qual. , vol.31 , Issue.5 , pp. 1424-1432
    • Carter, G.A.1    Spiering, B.A.2
  • 5
    • 0026472955 scopus 로고
    • Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll a, chlorophyll b, and carotenoids in soybean leaves
    • Chappelle E.W., Kim M.S., McMurtrey J.E.I. Ratio analysis of reflectance spectra (RARS): an algorithm for the remote estimation of the concentrations of chlorophyll a, chlorophyll b, and carotenoids in soybean leaves. Remote Sens. Environ. 1992, 39:239-247.
    • (1992) Remote Sens. Environ. , vol.39 , pp. 239-247
    • Chappelle, E.W.1    Kim, M.S.2    McMurtrey, J.E.I.3
  • 7
    • 0031750590 scopus 로고    scopus 로고
    • Survey of thermal energy dissipation and pigment composition in sun and shade leaves
    • Demmig-Adams B. Survey of thermal energy dissipation and pigment composition in sun and shade leaves. Plant Cell Physiol. 1998, 39:474-482.
    • (1998) Plant Cell Physiol. , vol.39 , pp. 474-482
    • Demmig-Adams, B.1
  • 11
    • 0026451960 scopus 로고
    • A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency
    • Gamon J.A., Peñuelas J., Field C.B. A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency. Remote Sens. Environ. 1992, 41:35-44.
    • (1992) Remote Sens. Environ. , vol.41 , pp. 35-44
    • Gamon, J.A.1    Peñuelas, J.2    Field, C.B.3
  • 12
    • 78650941551 scopus 로고    scopus 로고
    • Disentangling the relationships between plant pigments and the photochemical reflectance index reveals a new approach for remote estimation of carotenoid content
    • Garrity S.R., Eitel J.U.H., Vierling L.A. Disentangling the relationships between plant pigments and the photochemical reflectance index reveals a new approach for remote estimation of carotenoid content. Remote Sens. Environ. 2011, 115:628-635.
    • (2011) Remote Sens. Environ. , vol.115 , pp. 628-635
    • Garrity, S.R.1    Eitel, J.U.H.2    Vierling, L.A.3
  • 14
    • 0037356853 scopus 로고    scopus 로고
    • Relationships between leaf chlorophyll content and spectral reflectance and algorithms for nondestructive chlorophyll assessment in higher plants
    • Gitelson A.A., Gritz Y., Merzlyak M.N. Relationships between leaf chlorophyll content and spectral reflectance and algorithms for nondestructive chlorophyll assessment in higher plants. J. Plant Physiol. 2003, 160(3):271-282.
    • (2003) J. Plant Physiol. , vol.160 , Issue.3 , pp. 271-282
    • Gitelson, A.A.1    Gritz, Y.2    Merzlyak, M.N.3
  • 16
    • 0004101194 scopus 로고
    • SMARTS, A Simple Model of the Atmospheric Radiative Transfer of Sunshine: Algorithms and Performance Assessment
    • Technical Report No. FSECPF-270-95. Florida Solar Energy Center, Cocoa, FL
    • Gueymard, C.A., 1995. SMARTS, A Simple Model of the Atmospheric Radiative Transfer of Sunshine: Algorithms and Performance Assessment. Technical Report No. FSECPF-270-95. Florida Solar Energy Center, Cocoa, FL.
    • (1995)
    • Gueymard, C.A.1
  • 17
    • 0035477746 scopus 로고    scopus 로고
    • Parameterized transmittance model for direct beam and circumsolar spectral irradiance
    • Gueymard C.A. Parameterized transmittance model for direct beam and circumsolar spectral irradiance. Solar Energy 2001, 71:325-346.
    • (2001) Solar Energy , vol.71 , pp. 325-346
    • Gueymard, C.A.1
  • 18
    • 84863494534 scopus 로고    scopus 로고
    • Mapping radiation interception in row-structured orchards using 3D simulation and high resolution airborne imagery acquired from an UAV
    • Guillén-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 an UAV. Prec. Agric. 2012, 13:473-500.
    • (2012) Prec. Agric. , vol.13 , pp. 473-500
    • Guillén-Climent, M.L.1    Zarco-Tejada, P.J.2    Berni, J.A.J.3    North, P.R.J.4    Villalobos, F.J.5
  • 19
    • 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. Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: modeling and validation in the context of precision agriculture. Remote Sens. Environ. 2004, 90(3):337-352.
    • (2004) Remote Sens. Environ. , vol.90 , Issue.3 , pp. 337-352
    • Haboudane, D.1    Miller, J.R.2    Pattey, E.3    Zarco-Tejada, P.J.4    Strachan, I.5
  • 20
    • 0036323544 scopus 로고    scopus 로고
    • Integration of hyperspectral vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane D., Miller J.R., Tremblay N., Zarco-Tejada P.J., Dextraze L. Integration of hyperspectral vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sens. Environ. 2002, 81(2/3):416-426.
    • (2002) Remote Sens. Environ. , 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
  • 23
    • 84867222132 scopus 로고    scopus 로고
    • Carotenoid content estimation in a heterogeneous conifer forest using narrow-band indices and PROSPECT+DART simulations
    • Hernández-Clemente R., Navarro-Cerrillo R.M., Zarco-Tejada P.J. Carotenoid content estimation in a heterogeneous conifer forest using narrow-band indices and PROSPECT+DART simulations. Remote Sens. Environ. 2012, 127:298-315.
    • (2012) Remote Sens. Environ. , vol.127 , pp. 298-315
    • Hernández-Clemente, R.1    Navarro-Cerrillo, R.M.2    Zarco-Tejada, P.J.3
  • 24
    • 44949287707 scopus 로고
    • Prospect: a model of leaf optical properties spectra
    • Jacquemoud S., Baret F. Prospect: a model of leaf optical properties spectra. Remote Sens. Environ. 1990, 34:75-91.
    • (1990) Remote Sens. Environ. , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 26
    • 0029663870 scopus 로고    scopus 로고
    • Estimation of moments and quantiles using censored data
    • Kroll C., Stedinger J. Estimation of moments and quantiles using censored data. Water Resour. Res. 1996, 32(4):1005-1012.
    • (1996) Water Resour. Res. , vol.32 , Issue.4 , pp. 1005-1012
    • Kroll, C.1    Stedinger, J.2
  • 27
    • 0000800274 scopus 로고
    • The hotspot effect of a uniform vegetation cover
    • Kuusk A. The hotspot effect of a uniform vegetation cover. Soviet J. Remote Sens. 1985, 3:646-658.
    • (1985) Soviet J. Remote Sens. , vol.3 , pp. 646-658
    • Kuusk, A.1
  • 28
    • 0842284654 scopus 로고    scopus 로고
    • Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    • le Maire G., François C., Dufrene E. Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements. Remote Sens. Environ. 2004, 89:1-28.
    • (2004) Remote Sens. Environ. , vol.89 , pp. 1-28
    • le Maire, G.1    François, C.2    Dufrene, E.3
  • 29
    • 0020363723 scopus 로고
    • Spectral reflectance of partly transmitting leaves: Laboratory measurements and mathematical modeling
    • Lillestaeter O. Spectral reflectance of partly transmitting leaves: Laboratory measurements and mathematical modeling. Remote Sens. Environ. 1982, 12:247-254.
    • (1982) Remote Sens. Environ. , vol.12 , pp. 247-254
    • Lillestaeter, O.1
  • 30
    • 33846477156 scopus 로고    scopus 로고
    • Using hyperspectral remote sensing to map grape quality in 'tempranillo' vineyards affected by iron deficiency chlorosis
    • Martin P., Zarco-Tejada P., González M.R., Berjon A. Using hyperspectral remote sensing to map grape quality in 'tempranillo' vineyards affected by iron deficiency chlorosis. Vitis 2007, 46(1).
    • (2007) Vitis , vol.46 , Issue.1
    • Martin, P.1    Zarco-Tejada, P.2    González, M.R.3    Berjon, A.4
  • 31
    • 77954834471 scopus 로고    scopus 로고
    • Grape quality assessment in vineyards affected by iron deficiency chlorosis using narrow-band physiological remote sensing indices
    • Meggio F., Zarco-Tejada P.J., Núñez L.C., Sepulcre-Cantó G., Gonzalez M.R., Martin P. Grape quality assessment in vineyards affected by iron deficiency chlorosis using narrow-band physiological remote sensing indices. Remote Sens. Environ. 2010, 114:1968-1986.
    • (2010) Remote Sens. Environ. , vol.114 , pp. 1968-1986
    • Meggio, F.1    Zarco-Tejada, P.J.2    Núñez, L.C.3    Sepulcre-Cantó, G.4    Gonzalez, M.R.5    Martin, P.6
  • 33
    • 0026955197 scopus 로고
    • Reflection of layered bean leaves over different soil backgrounds: measured and simulated spectra
    • Miller J.R., Steven M.D., Demetriades-Shah T.H. Reflection of layered bean leaves over different soil backgrounds: measured and simulated spectra. Int. J. Remote Sens. 1992, 13:3273-3286.
    • (1992) Int. J. Remote Sens. , vol.13 , pp. 3273-3286
    • Miller, J.R.1    Steven, M.D.2    Demetriades-Shah, T.H.3
  • 34
    • 0030193785 scopus 로고    scopus 로고
    • Three-dimensional forest light interaction model using a Monte Carlo method
    • North P.R.J. Three-dimensional forest light interaction model using a Monte Carlo method. IEEE Trans. Geosci. Remote Sens. 1996, 34(4):946-956.
    • (1996) IEEE Trans. Geosci. Remote Sens. , vol.34 , Issue.4 , pp. 946-956
    • North, P.R.J.1
  • 37
    • 0034438103 scopus 로고    scopus 로고
    • Understanding efficient light-harvesting through carotenoids with novel theoretical and experimental techniques
    • Ritz T., Damjanovic A., Schulten K., Zhang J.P., Koyama Y. Understanding efficient light-harvesting through carotenoids with novel theoretical and experimental techniques. Photosynth. Res. 2000, 66:125-144.
    • (2000) Photosynth. Res. , vol.66 , pp. 125-144
    • Ritz, T.1    Damjanovic, A.2    Schulten, K.3    Zhang, J.P.4    Koyama, Y.5
  • 38
    • 0029751226 scopus 로고    scopus 로고
    • Optimization of soil-adjusted vegetation indices
    • Rondeaux G., Steven M., Baret F. Optimization of soil-adjusted vegetation indices. Remote Sens. Environ. 1996, 55:95-107.
    • (1996) Remote Sens. Environ. , vol.55 , pp. 95-107
    • Rondeaux, G.1    Steven, M.2    Baret, F.3
  • 39
    • 0036330345 scopus 로고    scopus 로고
    • Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages
    • Sims D.A., Gamon J.A. Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages. Remote Sens. Environ. 2002, 81:337-354.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 42
    • 0000959808 scopus 로고
    • Leaf xanthophyll content and composition in sun and shade determined by HPLC
    • Thayer S.S., Björkman O. Leaf xanthophyll content and composition in sun and shade determined by HPLC. Photosynth. Res. 1990, 23:331-343.
    • (1990) Photosynth. Res. , vol.23 , pp. 331-343
    • Thayer, S.S.1    Björkman, O.2
  • 43
    • 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 Sens. Environ. 1984, 16:125-141.
    • (1984) Remote Sens. Environ. , vol.16 , pp. 125-141
    • Verhoef, W.1
  • 44
    • 0028007844 scopus 로고
    • The spectral determination of chlorophylls a and b, as well as total carotenoids, using various solvents with spectrophotometers of different resolutions
    • Wellburn A.R. The spectral determination of chlorophylls a and b, as well as total carotenoids, using various solvents with spectrophotometers of different resolutions. J. Plant Physiol. 1994, 144:307-313.
    • (1994) J. Plant Physiol. , vol.144 , pp. 307-313
    • Wellburn, A.R.1
  • 45
    • 84975625640 scopus 로고
    • Nondestructive measurement of chlorophyll pigment content in plant leaves from three-color reflectance and transmittance
    • Yamada N., Fujimura S. Nondestructive measurement of chlorophyll pigment content in plant leaves from three-color reflectance and transmittance. Appl. Opt. 1991, 30:3964-3973.
    • (1991) Appl. Opt. , vol.30 , pp. 3964-3973
    • Yamada, N.1    Fujimura, S.2
  • 47
    • 0035390984 scopus 로고    scopus 로고
    • Scaling-up and model inversion methods with narrow-band optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data
    • Zarco-Tejada P.J., Miller J.R., Mohammed G.H., Noland T.L., Sampson P.H. Scaling-up and model inversion methods with narrow-band optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Trans. Geosci. Remote Sens. 2001, 39(7):1491-1507.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , Issue.7 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Mohammed, G.H.3    Noland, T.L.4    Sampson, P.H.5
  • 48
    • 2342618939 scopus 로고    scopus 로고
    • Hyperspectral indices and model simulation for chlorophyll estimation in open-canopy tree crops
    • Zarco-Tejada P.J., Miller J.R., Morales A., Berjón A., Agüera J. Hyperspectral indices and model simulation for chlorophyll estimation in open-canopy tree crops. Remote Sens. Environ. 2004, 90(4):463-476.
    • (2004) Remote Sens. Environ. , vol.90 , Issue.4 , pp. 463-476
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Morales, A.3    Berjón, A.4    Agüera, J.5
  • 52
    • 84855428733 scopus 로고    scopus 로고
    • Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera
    • Zarco-Tejada P.J., González-Dugo V., Berni J.A.J. Fluorescence, temperature and narrow-band indices acquired from a UAV platform for water stress detection using a micro-hyperspectral imager and a thermal camera. Remote Sens. Environ. 2012, 117:322-337.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 322-337
    • Zarco-Tejada, P.J.1    González-Dugo, V.2    Berni, J.A.J.3


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