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Volumn 32, Issue , 2013, Pages 123-130

Developing and validating novel hyperspectral indices for leaf area index estimation: Effect of canopy vertical heterogeneity

Author keywords

Canopy reflectance; LAI; RTM; Spectral indices; Vertical variation

Indexed keywords

BIOCHEMICAL PROPERTIES; BIOPHYSICAL PARAMETERS; CANOPY RADIATIVE TRANSFER; CANOPY REFLECTANCE; LAI; NORMALIZED DIFFERENCE VEGETATION INDEX; SPECTRAL INDICES; VERTICAL VARIATION;

EID: 84876159433     PISSN: 1470160X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolind.2013.03.025     Document Type: Article
Times cited : (24)

References (37)
  • 1
    • 4444279777 scopus 로고    scopus 로고
    • Upscaling ground observations of vegetation water content, canopy height, and leaf area index during SMEX02 using aircraft and Landsat imagery
    • DOI 10.1016/j.rse.2004.03.019, PII S0034425704001762
    • M.C. Anderson, C.M.U. Neale, F. Li, J.M. Norman, W.P. Kustas, H. Jayanthi, and J. Chavez Upscaling ground observations of vegetation water content, canopy height, and leaf area index during SMEX02 using aircraft and Landsat imagery Remote Sens. Environ. 92 2004 447 464 (Pubitemid 39204628)
    • (2004) Remote Sensing of Environment , vol.92 , Issue.4 , pp. 447-464
    • Anderson, M.C.1    Neale, C.M.U.2    Li, F.3    Norman, J.M.4    Kustas, W.P.5    Jayanthi, H.6    Chavez, J.7
  • 2
    • 0032084065 scopus 로고    scopus 로고
    • Biophysical and biochemical sources of variability in canopy reflectance
    • DOI 10.1016/S0034-4257(98)00014-5, PII S0034425798000145
    • G.P. Asner Biophysical and biochemical sources of variability in canopy reflectance Remote Sens. Environ. 64 1998 234 253 (Pubitemid 29363293)
    • (1998) Remote Sensing of Environment , vol.64 , Issue.3 , pp. 234-253
    • Asner, G.P.1
  • 3
    • 0034836539 scopus 로고    scopus 로고
    • A theoretical analysis of the influence of heterogeneity in chlorophyll distribution on leaf reflectance
    • C.V.M. Barton A theoretical analysis of the influence of heterogeneity in chlorophyll distribution on leaf reflectance Tree Physiol. 21 2000 789 795 (Pubitemid 32876129)
    • (2001) Tree Physiology , vol.21 , Issue.12-13 , pp. 789-795
    • Barton, C.V.M.1
  • 4
    • 0035442444 scopus 로고    scopus 로고
    • NDVI and a simple model of deciduous forest seasonal dynamics
    • DOI 10.1016/S0304-3800(01)00354-4, PII S0304380001003544
    • A.K. Birky NDVI and a simple model of deciduous forest seasonal dynamics Ecol. Model. 143 2001 43 58 (Pubitemid 32964975)
    • (2001) Ecological Modelling , vol.143 , Issue.1-2 , pp. 43-58
    • Birky, A.K.1
  • 5
    • 0027335302 scopus 로고
    • Importance of leaf area index and forest type when estimating photosynthesis in boreal forests
    • DOI 10.1016/0034-4257(93)90072-6
    • G.B. Bonan Importance of leaf area index and forest type when estimating photosynthesis in boreal forests Remote Sens. Environ. 43 1993 303 314 (Pubitemid 23379938)
    • (1993) Remote Sensing of Environment , vol.43 , Issue.3 , pp. 303-314
    • Bonan, G.B.1
  • 6
    • 0035031849 scopus 로고    scopus 로고
    • Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • DOI 10.1016/S0034-4257(00)00197-8, PII S0034425700001978
    • N.H. Broge, and E. Leblanc Comparing prediction power and stability of broadband and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density Remote Sens. Environ. 76 2000 156 172 (Pubitemid 32442453)
    • (2001) Remote Sensing of Environment , vol.76 , Issue.2 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 7
    • 0030231725 scopus 로고    scopus 로고
    • Evaluation of vegetation indices and a modified simple ratio for boreal applications
    • J.M. Chen Evaluation of vegetation indices and modified simple ratio for boreal applications Can. J. Remote Sens. 22 1996 229 242 (Pubitemid 126561284)
    • (1996) Canadian Journal of Remote Sensing , vol.22 , Issue.3 , pp. 229-242
    • Chen, J.M.1
  • 8
    • 0027069057 scopus 로고
    • Defining leaf area index for non-flat leaves
    • J.M. Chen, and T.A. Black Defining leaf area index for non-flat leaves Plant Cell Environ. 15 1992 421 429 (Pubitemid 23400485)
    • (1992) Plant, Cell & Environment , vol.15 , Issue.4 , pp. 421-429
    • Chen, J.M.1    Black, T.A.2
  • 9
    • 0029751225 scopus 로고    scopus 로고
    • Retrieving leaf area index of boreal conifer forests using Landsat TM images
    • J.M. Chen, and J. Cihlar Retrieving leaf area index of boreal conifer forests using Landsat TM images Remote Sens. Environ. 55 1996 153 162
    • (1996) Remote Sens. Environ. , vol.55 , pp. 153-162
    • Chen, J.M.1    Cihlar, J.2
  • 10
    • 53149119175 scopus 로고    scopus 로고
    • Vertical profile and temporal variation of chlorophyll in maize canopy: Quantitative "crop vigor" indicator by means of reflectance-based techniques
    • V. Ciganda, A. Gitelson, and J. Schepers Vertical profile and temporal variation of chlorophyll in maize canopy: Quantitative "crop vigor" indicator by means of reflectance-based techniques Agron. J. 100 2008 1409 1417
    • (2008) Agron. J. , vol.100 , pp. 1409-1417
    • Ciganda, V.1    Gitelson, A.2    Schepers, J.3
  • 11
    • 0038606455 scopus 로고    scopus 로고
    • Retrieval of leaf area index in different vegetation types using high resolution satellite data
    • DOI 10.1016/S0034-4257(03)00094-4
    • R. Colombo, D. Bellingeri, D. Fasolini, and C.M. Marino Retrieval of leaf area index in different vegetation types using high resolution satellite data Remote Sens. Environ. 86 2003 120 131 (Pubitemid 36832474)
    • (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
  • 12
    • 0001038864 scopus 로고
    • Ear position and vertical distribution of leaf area in corn
    • L.M. Dwyer, D.W. Stewart, R.I. Hamilton, and L. Houwing Ear position and vertical distribution of leaf area in corn Agron. J. 84 1992 430 438
    • (1992) Agron. J. , vol.84 , pp. 430-438
    • Dwyer, L.M.1    Stewart, D.W.2    Hamilton, R.I.3    Houwing, L.4
  • 13
    • 0031204351 scopus 로고    scopus 로고
    • Estimating the leaf area index of North Central Wisconsin forests using the landsat thematic mapper
    • DOI 10.1016/S0034-4257(97)00005-9, PII S0034425797000059
    • K.S. Fassnacht, S.T. Gower, M.D. MacKenzie, E.V. Nordheim, and T.M. Lillesand Estimating the leaf area index of north central Wisconsin forest using the Landsat Thematic Mapper Remote Sens. Environ. 61 1997 229 245 (Pubitemid 28050411)
    • (1997) Remote Sensing of Environment , vol.61 , Issue.2 , pp. 229-245
    • Fassnacht, K.S.1    Gower, S.T.2    MacKenzie, M.D.3    Nordheim, E.V.4    Lillesand, T.M.5
  • 14
    • 33746242930 scopus 로고    scopus 로고
    • Spectral Network (SpecNet)-What is it and why do we need it?
    • DOI 10.1016/j.rse.2006.04.003, PII S0034425706001301, Spectral Network
    • J.A. Gamon, A.F. Rahman, J.L. Dungan, M. Schildhauer, and K.F. Huemmrich Spectral Network (SpecNet) - what is it and why do we need it? Remote Sens. Environ. 103 2006 227 235 (Pubitemid 44160485)
    • (2006) Remote Sensing of Environment , vol.103 , Issue.3 , pp. 227-235
    • Gamon, J.A.1    Rahman, A.F.2    Dungan, J.L.3    Schildhauer, M.4    Huemmrich, K.F.5
  • 17
    • 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
    • DOI 10.1016/j.rse.2003.12.013, PII S0034425704000264
    • D. Haboudane, J.R. Miller, E. Pattey, P.J. Zarco-Tejada, and I. Strachan 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. 90 2004 337 352 (Pubitemid 38431251)
    • (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
  • 18
    • 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
    • DOI 10.1016/S0034-4257(03)00131-7
    • P.M. Hansen, and J.K. Schjoerring Reflectance measurement of canopy biomass and nitrogen status in wheat crops using normalized difference vegetation indices and partial least squares regression Remote Sens. Environ. 86 2003 542 553 (Pubitemid 37143509)
    • (2003) Remote Sensing of Environment , vol.86 , Issue.4 , pp. 542-553
    • Hansen, P.M.1    Schjoerring, J.K.2
  • 20
    • 79551558732 scopus 로고    scopus 로고
    • A three-dimensional light transfer model based on the vertical point-quadrant method and Monte-Carlo simulation in a Fagus crenata forest canopy on Mount Naeba in Japan
    • A. Iio, Y. Kakubari, and H. Mizunaga A three-dimensional light transfer model based on the vertical point-quadrant method and Monte-Carlo simulation in a Fagus crenata forest canopy on Mount Naeba in Japan Agric. Forest Meteorol. 151 2011 461 479
    • (2011) Agric. Forest Meteorol. , vol.151 , pp. 461-479
    • Iio, A.1    Kakubari, Y.2    Mizunaga, H.3
  • 21
    • 44949287707 scopus 로고
    • PROSPECT: A model of leaf optical properties spectra
    • S. Jacquemoud, and F. Baret PROSPECT: a model of leaf optical properties spectra Remote Sens. Environ. 34 1990 75 91
    • (1990) Remote Sens. Environ. , vol.34 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 23
    • 0842284654 scopus 로고    scopus 로고
    • Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements
    • DOI 10.1016/j.rse.2003.09.004
    • G. le Maire, C. François, and E. Dufrêne Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements Remote Sens. Environ. 89 2004 1 28 (Pubitemid 38178919)
    • (2004) Remote Sensing of Environment , vol.89 , Issue.1 , pp. 1-28
    • Le Maire, G.1    Francois, C.2    Dufrene, E.3
  • 24
    • 51049120933 scopus 로고    scopus 로고
    • Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass
    • G. le Maire, C. François, K. Soudani, D. Berveiller, J.Y. Pontailler, N. Bréda, H. Genet, H. Davi, and E. Dufrêne Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass Remote Sens. Environ. 112 2008 3846 3864
    • (2008) Remote Sens. Environ. , vol.112 , pp. 3846-3864
    • Le Maire, G.1    François, C.2    Soudani, K.3    Berveiller, D.4    Pontailler, J.Y.5    Bréda, N.6    Genet, H.7    Davi, H.8    Dufrêne, E.9
  • 25
    • 0031278035 scopus 로고    scopus 로고
    • A process-based boreal ecosystem productivity simulator using remote sensing inputs
    • DOI 10.1016/S0034-4257(97)00089-8, PII S0034425797000898
    • J. Liu, J.M. Chen, J. Cihlar, and W.M. Park A process- based boreal ecosystem productivity simulator using remote sensing inputs Remote Sens. Environ. 62 1997 158 175 (Pubitemid 28091204)
    • (1997) Remote Sensing of Environment , vol.62 , Issue.2 , pp. 158-175
    • Liu, J.1    Chen, J.M.2    Cihlar, J.3    Park, W.M.4
  • 27
    • 0033939757 scopus 로고    scopus 로고
    • Leaf area index estimates using remotely sensed data and BRDF models in a semiarid region
    • DOI 10.1016/S0034-4257(99)00113-3, PII S0034425799001133
    • J. Qi, Y.H. Kerr, M.S. Moran, M. Weltz, A.R. Huete, S. Sorooshian, and R. Bryant Leaf area index estimates using remotely sensed data and BRDF models in a semiarid region Remote Sens. Environ. 73 1 2000 18 30 (Pubitemid 30446181)
    • (2000) Remote Sensing of Environment , vol.73 , Issue.1 , pp. 18-30
    • Qi, J.1    Kerr, Y.H.2    Moran, M.S.3    Weltz, M.4    Huete, A.R.5    Sorooshian, S.6    Bryant, R.7
  • 28
    • 33646130407 scopus 로고    scopus 로고
    • Comparative analysis of IKONOS, SPOT, and ETM+ data for leaf area index estimation in temperate coniferous and deciduous forest stands
    • K. Soudani, C. Francois, G. le Maire, V. Le Dantec, and E. Dufrene Comparative analysis of IKONOS, SPOT, and ETM+ data for leaf area index estimation in temperate coniferous and deciduous forest stands Remote Sens. Environ. 102 2006 161 175
    • (2006) Remote Sens. Environ. , vol.102 , pp. 161-175
    • Soudani, K.1    Francois, C.2    Le Maire, G.3    Le Dantec, V.4    Dufrene, E.5
  • 29
    • 1842588600 scopus 로고    scopus 로고
    • Reduced simple ratio better than NDVI for estimating LAI in Finnish pine and spruce stands
    • P. Stenberg, M. Rautiainen, T. Manninen, P. Voipio, and H. Smolander Reduced simple ratio better than NDVI for estimating LAI in Finnish pine and spruce stands Silva Fennica 38 2004 3 14
    • (2004) Silva Fennica , vol.38 , pp. 3-14
    • Stenberg, P.1    Rautiainen, M.2    Manninen, T.3    Voipio, P.4    Smolander, H.5
  • 30
    • 0033970477 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and their relationships with agricultural crop characteristics
    • DOI 10.1016/S0034-4257(99)00067-X, PII S003442579900067X
    • P.S. Thenkabail, R.B. Smith, and E. De Pauw Hyperspectral Vegetation Indices and their relationships with agricultural crop characteristics Remote Sens. Environ. 71 2000 158 182 (Pubitemid 30092038)
    • (2000) Remote Sensing of Environment , vol.71 , Issue.2 , pp. 158-182
    • Thenkabail, P.S.1    Smith, R.B.2    De Pauw, E.3
  • 31
    • 2442532888 scopus 로고    scopus 로고
    • Vertical profile of leaf senescence during the grain-filling period in older and newer maize hybrids
    • O.R. Valentinuz, and M. Tollenaar Vertical profile of leaf senescence during the grain-filling period in older and newer maize hybrids Crop Sci. 44 2004 827 834 (Pubitemid 38611124)
    • (2004) Crop Science , vol.44 , Issue.3 , pp. 827-834
    • Valentinuz, O.R.1    Tollenaar, M.2
  • 32
    • 11144336023 scopus 로고    scopus 로고
    • On the relationship of NDVI with leaf area index in a deciduous forest site
    • DOI 10.1016/j.rse.2004.10.006, PII S0034425704003232
    • Q. Wang, S. Adiku, J. Tenhunen, and A. Granier On the relationship of NDVI with leaf area index in a deciduous forest site Remote Sens. Environ. 94 2005 244 255 (Pubitemid 40020262)
    • (2005) Remote Sensing of Environment , vol.94 , Issue.2 , pp. 244-255
    • Wang, Q.1    Adiku, S.2    Tenhunen, J.3    Granier, A.4
  • 33
    • 40649111160 scopus 로고    scopus 로고
    • Annual and seasonal variations in photosynthetic capacity of Fagus crenata along an elevation gradient in the Naeba Mountains, Japan
    • Q. Wang, A. Iio, J. Tenhunen, and Y. Kakubari Annual and seasonal variations in photosynthetic capacity of Fagus crenata along elevation gradient in the Naeba Mountains, Japan Tree Physiol. 28 2008 277 285 (Pubitemid 351373788)
    • (2008) Tree Physiology , vol.28 , Issue.2 , pp. 277-285
    • Wang, Q.1    Ho, A.2    Tenhunen, J.3    Kakubari, Y.4
  • 34
    • 45549108352 scopus 로고    scopus 로고
    • Broadband simple ratio closely traced seasonal trajectory of canopy photosynthetic capacity
    • DOI 10.1029/2008GL033619
    • Q. Wang, A. Iio, and Y. Kakubari Broadband simple ratio closely traced seasonal trajectory of canopy photosynthetic capacity Geophys. Res. Lett. 35 2008 10.1029/2008GL033619 L07401, 5 pp. (Pubitemid 351858630)
    • (2008) Geophysical Research Letters , vol.35 , Issue.7
    • Wang, Q.1    Iio, A.2    Kakubari, Y.3
  • 35
    • 80053174738 scopus 로고    scopus 로고
    • Hyperspectral indices for estimating leaf biochemical properties in temperate deciduous forests: Comparison of simulated and measured reflectance data sets
    • Q. Wang, and P. Li Hyperspectral indices for estimating leaf biochemical properties in temperate deciduous forests: Comparison of simulated and measured reflectance data sets Ecol. Indicators 14 2012 56 65
    • (2012) Ecol. Indicators , vol.14 , pp. 56-65
    • Wang, Q.1    Li, P.2
  • 36
    • 84869866323 scopus 로고    scopus 로고
    • Canopy vertical heterogeneity plays a critical role on reflectance simulation
    • Q. Wang, and P. Li Canopy vertical heterogeneity plays a critical role on reflectance simulation Agric. Forest Meteorol. 169 2013 111 121
    • (2013) Agric. Forest Meteorol. , vol.169 , pp. 111-121
    • Wang, Q.1    Li, P.2
  • 37
    • 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
    • DOI 10.1109/36.934080, PII S0196289201054973
    • P.J. Zarco-Tejada, J.R. Miller, T.L. Noland, G.H. Mohammed, and P.H. Sampson 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. 39 2001 1491 1507 (Pubitemid 32732662)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.7 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4    Sampson, P.H.5


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