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Volumn 198, Issue , 2017, Pages 173-186

Estimating leaf chlorophyll content in sugar beet canopies using millimeter- to centimeter-scale reflectance imagery

Author keywords

Leaf chlorophyll content; Millimeter to centimeter spatial resolutions; mNDblue; Reflectance imagery; Vegetation index

Indexed keywords

CHLOROPHYLL; FORESTRY; IMAGE RESOLUTION; INFRARED DEVICES; MEAN SQUARE ERROR; REFLECTION; REMOTE SENSING; SPECTROSCOPY; SUGAR BEETS; VEGETATION;

EID: 85020048051     PISSN: 00344257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rse.2017.06.008     Document Type: Article
Times cited : (123)

References (53)
  • 1
    • 84983756906 scopus 로고    scopus 로고
    • Growth tracking of basil by proximal remote sensing of chlorophyll fluorescence in growth chamber and greenhouse environments
    • Bånkestad, D., Wik, T., Growth tracking of basil by proximal remote sensing of chlorophyll fluorescence in growth chamber and greenhouse environments. Comput. Electron. Agric. 128 (2016), 77–86, 10.1016/j.compag.2016.08.004.
    • (2016) Comput. Electron. Agric. , vol.128 , pp. 77-86
    • Bånkestad, D.1    Wik, T.2
  • 2
    • 84900657092 scopus 로고    scopus 로고
    • Estimating canopy characteristics from remote sensing observations: review of methods and associated problems
    • S. Liang
    • Baret, F., Buis, S., Estimating canopy characteristics from remote sensing observations: review of methods and associated problems. Liang, S., (eds.) Advances in Land Remote Sensing: System, Modeling, Inversion and Application, 2008, 173–201, 10.1007/978-1-4020-6450-0_7.
    • (2008) Advances in Land Remote Sensing: System, Modeling, Inversion and Application , pp. 173-201
    • Baret, F.1    Buis, S.2
  • 3
    • 0026305589 scopus 로고
    • Potential and limitations of vegetation indices for LAI and APAR assessment
    • Baret, F., Guyot, G., Potential and limitations of vegetation indices for LAI and APAR assessment. Remote Sens. Environ. 35 (1991), 161–173.
    • (1991) Remote Sens. Environ. , vol.35 , pp. 161-173
    • Baret, F.1    Guyot, G.2
  • 4
    • 77956779057 scopus 로고    scopus 로고
    • GAI estimates of row crops from downward looking digital photos taken perpendicular to rows at 57.5° zenith angle: theoretical considerations based on 3D architecture models and application to wheat crops
    • Baret, F., de Solan, B., Lopez-Lozano, R., Ma, K., Weiss, M., GAI estimates of row crops from downward looking digital photos taken perpendicular to rows at 57.5° zenith angle: theoretical considerations based on 3D architecture models and application to wheat crops. Agric. For. Meteorol. 150 (2010), 1393–1401, 10.1016/j.agrformet.2010.04.011.
    • (2010) Agric. For. Meteorol. , vol.150 , pp. 1393-1401
    • Baret, F.1    de Solan, B.2    Lopez-Lozano, R.3    Ma, K.4    Weiss, M.5
  • 5
    • 0032317096 scopus 로고    scopus 로고
    • Quantifying chlorophylls and caroteniods at leaf and canopy scales
    • Blackburn, G.A., Quantifying chlorophylls and caroteniods at leaf and canopy scales. Remote Sens. Environ. 66 (1998), 273–285, 10.1016/S0034-4257(98)00059-5.
    • (1998) Remote Sens. Environ. , vol.66 , pp. 273-285
    • Blackburn, G.A.1
  • 6
    • 33847670560 scopus 로고    scopus 로고
    • Hyperspectral remote sensing of plant pigments
    • Blackburn, G.A., Hyperspectral remote sensing of plant pigments. J. Exp. Bot. 58 (2007), 855–867, 10.1093/jxb/erl123.
    • (2007) J. Exp. Bot. , vol.58 , pp. 855-867
    • Blackburn, G.A.1
  • 7
    • 25844437935 scopus 로고    scopus 로고
    • Leaf BRDF measurements and model for specular and diffuse components differentiation
    • Bousquet, L., Lachérade, S., Jacquemoud, S., Moya, I., Leaf BRDF measurements and model for specular and diffuse components differentiation. Remote Sens. Environ. 98 (2005), 201–211, 10.1016/j.rse.2005.07.005.
    • (2005) Remote Sens. Environ. , vol.98 , pp. 201-211
    • Bousquet, L.1    Lachérade, S.2    Jacquemoud, S.3    Moya, I.4
  • 8
    • 84867234209 scopus 로고    scopus 로고
    • A new optical leaf-clip meter for simultaneous non-destructive assessment of leaf chlorophyll and epidermal flavonoids
    • Cerovic, Z.G., Masdoumier, G., Ghozlen, N. Ben, Latouche, G., A new optical leaf-clip meter for simultaneous non-destructive assessment of leaf chlorophyll and epidermal flavonoids. Physiol. Plant. 146 (2012), 251–260, 10.1111/j.1399-3054.2012.01639.x.
    • (2012) Physiol. Plant. , vol.146 , pp. 251-260
    • Cerovic, Z.G.1    Masdoumier, G.2    Ghozlen, N.B.3    Latouche, G.4
  • 9
    • 84880274496 scopus 로고    scopus 로고
    • Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on sentinel-2 and-3
    • Clevers, J.G.P.W., Gitelson, A.A., Remote estimation of crop and grass chlorophyll and nitrogen content using red-edge bands on sentinel-2 and-3. Int. J. Appl. Earth Obs. Geoinf. 23 (2013), 344–351, 10.1016/j.jag.2012.10.008.
    • (2013) Int. J. Appl. Earth Obs. Geoinf. , vol.23 , pp. 344-351
    • Clevers, J.G.P.W.1    Gitelson, A.A.2
  • 10
    • 84861758703 scopus 로고    scopus 로고
    • Using hyperspectral remote sensing data for retrieving canopy chlorophyll and nitrogen content
    • Clevers, J., Kooistra, L., Using hyperspectral remote sensing data for retrieving canopy chlorophyll and nitrogen content. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 5 (2012), 574–583, 10.1109/JSTARS.2011.2176468.
    • (2012) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. , vol.5 , pp. 574-583
    • Clevers, J.1    Kooistra, L.2
  • 11
    • 84868707545 scopus 로고    scopus 로고
    • A semi-automatic system for high throughput phenotyping wheat cultivars in-field conditions: description and first results
    • Comar, A., Burger, P., de Solan, B., Baret, F., Daumard, F., Hanocq, J.-F., A semi-automatic system for high throughput phenotyping wheat cultivars in-field conditions: description and first results. Funct. Plant Biol. 39 (2012), 914–924, 10.1071/FP12065.
    • (2012) Funct. Plant Biol. , vol.39 , pp. 914-924
    • Comar, A.1    Burger, P.2    de Solan, B.3    Baret, F.4    Daumard, F.5    Hanocq, J.-F.6
  • 12
    • 84892861491 scopus 로고    scopus 로고
    • ACT: a leaf BRDF model taking into account the azimuthal anisotropy of monocotyledonous leaf surface
    • Comar, A., Baret, F., Obein, G., Simonot, L., Meneveaux, D., Viénot, F., de Solan, B., ACT: a leaf BRDF model taking into account the azimuthal anisotropy of monocotyledonous leaf surface. Remote Sens. Environ. 143 (2014), 112–121, 10.1016/j.rse.2013.12.006.
    • (2014) Remote Sens. Environ. , vol.143 , pp. 112-121
    • Comar, A.1    Baret, F.2    Obein, G.3    Simonot, L.4    Meneveaux, D.5    Viénot, F.6    de Solan, B.7
  • 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., Myneni, R., Knyazikhin, Y., Wang, L., Retrieval of canopy biophysical variables from bidirectional reflectance: using prior information to solve the ill-posed inverse problem. Remote Sens. Environ. 84 (2003), 1–15, 10.1016/S0034-4257(02)00035-4.
    • (2003) Remote Sens. Environ. , vol.84 , pp. 1-15
    • Combal, B.1    Baret, F.2    Weiss, M.3    Trubuil, A.4    Macé, D.5    Pragnère, A.6    Myneni, R.7    Knyazikhin, Y.8    Wang, L.9
  • 14
    • 10844226641 scopus 로고    scopus 로고
    • The MERIS terrestrial chlorophyll index
    • Dash, J., Curran, P.J., The MERIS terrestrial chlorophyll index. Int. J. Remote Sens. 25 (2004), 5403–5413, 10.1080/0143116042000274015.
    • (2004) Int. J. Remote Sens. , vol.25 , pp. 5403-5413
    • Dash, J.1    Curran, P.J.2
  • 15
    • 0034333127 scopus 로고    scopus 로고
    • Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance
    • Daughtry, C.S., Walthall, C., Kim, M., de Colstoun, E.B., McMurtrey, J., Estimating corn leaf chlorophyll concentration from leaf and canopy reflectance. Remote Sens. Environ. 74 (2000), 229–239, 10.1016/S0034-4257(00)00113-9.
    • (2000) Remote Sens. Environ. , vol.74 , pp. 229-239
    • Daughtry, C.S.1    Walthall, C.2    Kim, M.3    de Colstoun, E.B.4    McMurtrey, J.5
  • 16
    • 84857746408 scopus 로고    scopus 로고
    • Improving the robustness of cotton status characterisation by radiative transfer model inversion of multi-angular CHRIS/PROBA data
    • Dorigo, W.a., Improving the robustness of cotton status characterisation by radiative transfer model inversion of multi-angular CHRIS/PROBA data. IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. 5 (2012), 18–29, 10.1109/JSTARS.2011.2171181.
    • (2012) IEEE J. Sel. Top. Appl. Earth Obs. Remote Sens. , vol.5 , pp. 18-29
    • Dorigo, W.A.1
  • 17
    • 84897827083 scopus 로고    scopus 로고
    • Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data
    • Duan, S.B., Li, Z.L., Wu, H., Tang, B.H., Ma, L., Zhao, E., Li, C., Inversion of the PROSAIL model to estimate leaf area index of maize, potato, and sunflower fields from unmanned aerial vehicle hyperspectral data. Int. J. Appl. Earth Obs. Geoinf. 26 (2014), 12–20, 10.1016/j.jag.2013.05.007.
    • (2014) Int. J. Appl. Earth Obs. Geoinf. , vol.26 , pp. 12-20
    • Duan, S.B.1    Li, Z.L.2    Wu, H.3    Tang, B.H.4    Ma, L.5    Zhao, E.6    Li, C.7
  • 18
    • 84943609503 scopus 로고    scopus 로고
    • Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture
    • Elarab, M., Ticlavilca, A.M., Torres-Rua, A.F., Maslova, I., McKee, M., Estimating chlorophyll with thermal and broadband multispectral high resolution imagery from an unmanned aerial system using relevance vector machines for precision agriculture. Int. J. Appl. Earth Obs. Geoinf. 43 (2015), 32–42, 10.1016/j.jag.2015.03.017.
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.43 , pp. 32-42
    • Elarab, M.1    Ticlavilca, A.M.2    Torres-Rua, A.F.3    Maslova, I.4    McKee, M.5
  • 20
    • 0028150408 scopus 로고
    • Spectral reflectance changes associated with autumn senescence of Aesculus hippocastanum L. and Acer platanoides L. leaves - spectral features and relation to chlorophyll estimation
    • Gitelson, A.A., Merzlyak, M.N., Spectral reflectance changes associated with autumn senescence of Aesculus hippocastanum L. and Acer platanoides L. leaves - spectral features and relation to chlorophyll estimation. J. Plant Physiol. 143 (1994), 286–292, 10.1016/S0176-1617(11)81633-0.
    • (1994) J. Plant Physiol. , vol.143 , pp. 286-292
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 21
    • 0030453414 scopus 로고    scopus 로고
    • Use of a green channel in remote sensing of global vegetation from EOS-MODIS
    • Gitelson, A.A., Kaufman, Y.J., Merzlyak, M.N., Use of a green channel in remote sensing of global vegetation from EOS-MODIS. Remote Sens. Environ. 58 (1996), 289–298, 10.1016/S0034-4257(96)00072-7.
    • (1996) Remote Sens. Environ. , vol.58 , pp. 289-298
    • Gitelson, A.A.1    Kaufman, Y.J.2    Merzlyak, M.N.3
  • 22
    • 0037356853 scopus 로고    scopus 로고
    • Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves
    • Gitelson, A.A., Gritz, Y., Merzlyak, M.N., Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. J. Plant Physiol. 160 (2003), 271–282, 10.1078/0176-1617-00887.
    • (2003) J. Plant Physiol. , vol.160 , pp. 271-282
    • Gitelson, A.A.1    Gritz, Y.2    Merzlyak, M.N.3
  • 24
    • 33746572112 scopus 로고    scopus 로고
    • Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves
    • Gitelson, A.A., Keydan, G.P., Merzlyak, M.N., Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves. Geophys. Res. Lett. 33 (2006), 1–6, 10.1029/2006GL026457.
    • (2006) Geophys. Res. Lett. , vol.33 , pp. 1-6
    • Gitelson, A.A.1    Keydan, G.P.2    Merzlyak, M.N.3
  • 25
    • 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., Dextraze, L., Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sens. Environ. 81 (2002), 416–426, 10.1016/S0034-4257(02)00018-4.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 26
    • 38349169572 scopus 로고    scopus 로고
    • Remote estimation of crop chlorophyll content using spectral indices derived from hyperspectral data
    • Haboudane, D., Tremblay, N., Miller, J.R., Vigneault, P., Remote estimation of crop chlorophyll content using spectral indices derived from hyperspectral data. IEEE Trans. Geosci. Remote Sens. 46 (2008), 423–436, 10.1109/TGRS.2007.904836.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , pp. 423-436
    • Haboudane, D.1    Tremblay, N.2    Miller, J.R.3    Vigneault, P.4
  • 27
    • 84943608991 scopus 로고    scopus 로고
    • Advances in remote sensing of vegetation function and traits
    • Houborg, R., Fisher, J.B., Skidmore, A.K., Advances in remote sensing of vegetation function and traits. Int. J. Appl. Earth Obs. Geoinf. 43 (2015), 1–6, 10.1016/j.jag.2015.06.001.
    • (2015) Int. J. Appl. Earth Obs. Geoinf. , vol.43 , pp. 1-6
    • Houborg, R.1    Fisher, J.B.2    Skidmore, A.K.3
  • 29
    • 84866038390 scopus 로고    scopus 로고
    • Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements
    • Inoue, Y., Sakaiya, E., Zhu, Y., Takahashi, W., Diagnostic mapping of canopy nitrogen content in rice based on hyperspectral measurements. Remote Sens. Environ. 126 (2012), 210–221, 10.1016/j.rse.2012.08.026.
    • (2012) Remote Sens. Environ. , vol.126 , pp. 210-221
    • Inoue, Y.1    Sakaiya, E.2    Zhu, Y.3    Takahashi, W.4
  • 30
    • 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. 34 (1990), 75–91, 10.1016/0034-4257(90)90100-Z.
    • (1990) Remote Sens. Environ. , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 32
    • 84961175831 scopus 로고    scopus 로고
    • A physically-based model for retrieving foliar biochemistry and leaf orientation using close-range imaging spectroscopy
    • Jay, S., Bendoula, R., Hadoux, X., Féret, J.-B., Gorretta, N., A physically-based model for retrieving foliar biochemistry and leaf orientation using close-range imaging spectroscopy. Remote Sens. Environ. 177 (2016), 220–236 http://dx.doi.org/10.1016/j.rse.2016.02.029.
    • (2016) Remote Sens. Environ. , vol.177 , pp. 220-236
    • Jay, S.1    Bendoula, R.2    Hadoux, X.3    Féret, J.-B.4    Gorretta, N.5
  • 33
    • 85019991712 scopus 로고    scopus 로고
    • Retrieving LAI, chlorophyll and nitrogen contents in sugar beet crops from multi-angular optical remote sensing: Comparison of vegetation indices and PROSAIL inversion for field phenotyping
    • Jay, S., Maupas, F., Bendoula, R., Gorretta, N., Retrieving LAI, chlorophyll and nitrogen contents in sugar beet crops from multi-angular optical remote sensing: Comparison of vegetation indices and PROSAIL inversion for field phenotyping. Field Crop Res 210 (2017), 33–46, 10.1016/j.fcr.2017.05.005.
    • (2017) Field Crop Res , vol.210 , pp. 33-46
    • Jay, S.1    Maupas, F.2    Bendoula, R.3    Gorretta, N.4
  • 35
    • 84964600316 scopus 로고    scopus 로고
    • Estimating potato leaf chlorophyll content using ratio vegetation indices
    • Kooistra, L., Clevers, J.G.P.W., Estimating potato leaf chlorophyll content using ratio vegetation indices. Remote Sens. Lett. 7 (2016), 611–620, 10.1080/2150704X.2016.1171925.
    • (2016) Remote Sens. Lett. , vol.7 , pp. 611-620
    • Kooistra, L.1    Clevers, J.G.P.W.2
  • 36
    • 84897112211 scopus 로고    scopus 로고
    • On hyperspectral remote sensing of leaf biophysical constituents: decoupling vegetation structure and leaf optics using CHRIS-PROBA data over crops in barrax
    • Latorre-Carmona, P., Knyazikhin, Y., Alonso, L., Moreno, J.F., Pla, F., Yan, Y., On hyperspectral remote sensing of leaf biophysical constituents: decoupling vegetation structure and leaf optics using CHRIS-PROBA data over crops in barrax. IEEE Geosci. Remote Sens. Lett. 11 (2014), 1579–1583, 10.1109/LGRS.2014.2305168.
    • (2014) IEEE Geosci. Remote Sens. Lett. , vol.11 , pp. 1579-1583
    • Latorre-Carmona, P.1    Knyazikhin, Y.2    Alonso, L.3    Moreno, J.F.4    Pla, F.5    Yan, Y.6
  • 37
    • 0842284654 scopus 로고    scopus 로고
    • Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    • le Maire, G., François, C., Dufrêne, E., Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements. Remote Sens. Environ. 89 (2004), 1–28, 10.1016/j.rse.2003.09.004.
    • (2004) Remote Sens. Environ. , vol.89 , pp. 1-28
    • le Maire, G.1    François, C.2    Dufrêne, E.3
  • 38
    • 43949100650 scopus 로고    scopus 로고
    • Estimating chlorophyll concentration in conifer needles with hyperspectral data: an assessment at the needle and canopy level
    • Moorthy, I., Miller, J.R., Noland, T.L., Estimating chlorophyll concentration in conifer needles with hyperspectral data: an assessment at the needle and canopy level. Remote Sens. Environ. 112 (2008), 2824–2838, 10.1016/j.rse.2008.01.013.
    • (2008) Remote Sens. Environ. , vol.112 , pp. 2824-2838
    • Moorthy, I.1    Miller, J.R.2    Noland, T.L.3
  • 39
    • 0028836811 scopus 로고
    • Semi-empirical indices to assess carotenoids/chlorophyll a ratio from leaf spectral reflectance
    • Penuelas, J., Baret, F., Filella, I., Semi-empirical indices to assess carotenoids/chlorophyll a ratio from leaf spectral reflectance. Photosynthetica 31 (1995), 221–230.
    • (1995) Photosynthetica , vol.31 , pp. 221-230
    • Penuelas, J.1    Baret, F.2    Filella, I.3
  • 40
    • 0027834477 scopus 로고
    • Specularly modified vegetation indices to estimate photosynthetic activity
    • Rondeaux, G., Vanderbilt, V.C., Specularly modified vegetation indices to estimate photosynthetic activity. Int. J. Remote Sens., 1993, 10.1080/01431169308954004.
    • (1993) Int. J. Remote Sens.
    • Rondeaux, G.1    Vanderbilt, V.C.2
  • 41
    • 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. 55 (1996), 95–107, 10.1016/0034-4257(95)00186-7.
    • (1996) Remote Sens. Environ. , vol.55 , pp. 95-107
    • Rondeaux, G.1    Steven, M.2    Baret, F.3
  • 42
    • 0002872223 scopus 로고
    • Monitoring vegetation systems in the great plains with ERTS
    • (doi:citeulike-article-id:12009708)
    • Rouse, J.W., Hass, R.H., Schell, J.A., Deering, D.W., Monitoring vegetation systems in the great plains with ERTS. Third Earth Resour. Technol. Satell. Symp, 1, 1973, 309–317 (doi:citeulike-article-id:12009708).
    • (1973) Third Earth Resour. Technol. Satell. Symp , vol.1 , pp. 309-317
    • Rouse, J.W.1    Hass, R.H.2    Schell, J.A.3    Deering, D.W.4
  • 44
    • 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. 81 (2002), 337–354, 10.1016/S0034-4257(02)00010-X.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 46
    • 84872538235 scopus 로고    scopus 로고
    • Remote sensing of canopy chemistry
    • Ustin, S.L., Remote sensing of canopy chemistry. Proc. Natl. Acad. Sci. U. S. A. 110 (2013), 804–805, 10.1073/pnas.1219393110.
    • (2013) Proc. Natl. Acad. Sci. U. S. A. , vol.110 , pp. 804-805
    • Ustin, S.L.1
  • 48
    • 84907101982 scopus 로고    scopus 로고
    • Green area index from an unmanned aerial system over wheat and rapeseed crops
    • Verger, A., Vigneau, N., Chéron, C., Gilliot, J.M., Comar, A., Baret, F., Green area index from an unmanned aerial system over wheat and rapeseed crops. Remote Sens. Environ. 152 (2014), 654–664, 10.1016/j.rse.2014.06.006.
    • (2014) Remote Sens. Environ. , vol.152 , pp. 654-664
    • Verger, A.1    Vigneau, N.2    Chéron, C.3    Gilliot, J.M.4    Comar, A.5    Baret, F.6
  • 49
    • 79954419387 scopus 로고    scopus 로고
    • Potential of field hyperspectral imaging as a non destructive method to assess leaf nitrogen content in wheat
    • Vigneau, N., Ecarnot, M., Rabatel, G., Roumet, P., Potential of field hyperspectral imaging as a non destructive method to assess leaf nitrogen content in wheat. Field Crop Res 122 (2011), 25–31, 10.1016/j.fcr.2011.02.003.
    • (2011) Field Crop Res , vol.122 , pp. 25-31
    • Vigneau, N.1    Ecarnot, M.2    Rabatel, G.3    Roumet, P.4
  • 50
    • 44749088075 scopus 로고    scopus 로고
    • Estimating chlorophyll content from hyperspectral vegetation indices: modeling and validation
    • Wu, C., Niu, Z., Tang, Q., Huang, W., Estimating chlorophyll content from hyperspectral vegetation indices: modeling and validation. Agric. For. Meteorol. 148 (2008), 1230–1241, 10.1016/j.agrformet.2008.03.005.
    • (2008) Agric. For. Meteorol. , vol.148 , pp. 1230-1241
    • Wu, C.1    Niu, Z.2    Tang, Q.3    Huang, W.4
  • 51
    • 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., Sampson, P.H., Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Trans. Geosci. Remote Sens. 39 (2001), 1491–1507, 10.1109/36.934080.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4    Sampson, P.H.5
  • 52
    • 2342618939 scopus 로고    scopus 로고
    • Hyperspectral indices and model simulation for chlorophyll estimation in open-canopy tree crops
    • Zarco-Tejada, P., Miller, J., Morales, A., Berjón, A., Agüera, J., Hyperspectral indices and model simulation for chlorophyll estimation in open-canopy tree crops. Remote Sens. Environ. 90 (2004), 463–476, 10.1016/j.rse.2004.01.017.
    • (2004) Remote Sens. Environ. , vol.90 , pp. 463-476
    • Zarco-Tejada, P.1    Miller, J.2    Morales, A.3    Berjón, A.4    Agüera, J.5
  • 53
    • 84874253202 scopus 로고    scopus 로고
    • Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV)
    • Zarco-Tejada, P.J., Guillén-Climent, M.L., Hernández-Clemente, R., Catalina, A., González, M.R., Martín, P., Estimating leaf carotenoid content in vineyards using high resolution hyperspectral imagery acquired from an unmanned aerial vehicle (UAV). Agric. For. Meteorol. 171 (2013), 281–294, 10.1016/j.agrformet.2012.12.013.
    • (2013) Agric. For. Meteorol. , vol.171 , pp. 281-294
    • Zarco-Tejada, P.J.1    Guillén-Climent, M.L.2    Hernández-Clemente, R.3    Catalina, A.4    González, M.R.5    Martín, P.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.