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Volumn 52, Issue 2, 2014, Pages 1076-1088

Improved LAI algorithm implementation to MODIS data by incorporating background, topography, and foliage clumping information

Author keywords

Clumping index; Geometrical optical model; Leaf area index; MODIS; University of Toronto (UofT) leaf area index (LAI) algorithm

Indexed keywords

ALGORITHM IMPLEMENTATION; CLIMATE CHANGE ASSESSMENT; CLUMPING INDEX; CURVE FITTING ALGORITHM; LEAF AREA INDEX; METHODOLOGICAL FRAMEWORKS; MODIS; SPATIAL AND TEMPORAL PATTERNS;

EID: 84891001164     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2247405     Document Type: Article
Times cited : (65)

References (49)
  • 3
    • 15844381194 scopus 로고    scopus 로고
    • Concept of a new multiangular satellite mission for improved bi-directional sampling of surface and atmosphere properties
    • DOI 10.1117/12.560653, 13, Earth Observing Systems IX
    • A. P. Trishchenko, "Concept of a new multiangular satellite mission for improved bidirectional sampling of surface and atmosphere properties," Proc. SPIE, vol. 5542, pp. 97-108, Nov. 2004. (Pubitemid 40422317)
    • (2004) Proceedings of SPIE - The International Society for Optical Engineering , vol.5542 , pp. 97-108
    • Trishchenko, A.P.1
  • 5
    • 0027069057 scopus 로고
    • Defining leaf area index for non-flat leaves
    • J. M. Chen and T. A. Black, "Defining leaf-area index for nonflat leaves," Plant Cell Environ., vol. 15, no. 4, pp. 421-429, May 1992. (Pubitemid 23400485)
    • (1992) Plant, Cell & Environment , vol.15 , Issue.4 , pp. 421-429
    • Chen, J.M.1    Black, T.A.2
  • 8
    • 0037592741 scopus 로고    scopus 로고
    • A global database of land surface parameters at 1-km resolution in meteorological and climate models
    • V. Masson, J. L. Champeaux, F. Chauvin, C. Meriguet, and R. Lacaze, "A global database of land surface parameters at 1-km resolution in meteorological and climate models," J. Clim., vol. 16, no. 9, pp. 1261-1282, May 2003. (Pubitemid 36751513)
    • (2003) Journal of Climate , vol.16 , Issue.9 , pp. 1261-1282
    • Masson, V.1    Champeaux, J.-L.2    Chauvin, F.3    Meriguet, C.4    Lacaze, R.5
  • 10
    • 33746904349 scopus 로고    scopus 로고
    • Algorithm for global leaf area index retrieval using satellite imagery
    • Aug
    • F. Deng, J. M. Chen, S. Plummer, and J. Pisek, "Algorithm for global leaf area index retrieval using satellite imagery," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 8, pp. 2219-2229, Aug. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.8 , pp. 2219-2229
    • Deng, F.1    Chen, J.M.2    Plummer, S.3    Pisek, J.4
  • 12
    • 0142062532 scopus 로고    scopus 로고
    • Landsat-5 TM and Landsat-7 ETM+ based accuracy assessment of leaf area index products for Canada derived from SPOT-4 VEGETATION data
    • Apr
    • R. Fernandes, C. Butson, S. Leblanc, and R. Latifovic, "Landsat-5 TM and Landsat-7 ETM+ based accuracy assessment of leaf area index products for Canada derived from SPOT-4 VEGETATION data," Can. J. Remote Sens., vol. 29, no. 2, pp. 241-258, Apr. 2003.
    • (2003) Can. J. Remote Sens. , vol.29 , Issue.2 , pp. 241-258
    • Fernandes, R.1    Butson, C.2    Leblanc, S.3    Latifovic, R.4
  • 14
    • 76049092120 scopus 로고    scopus 로고
    • Comparison and evaluation of medium resolution imaging spectrometer leaf area index products across a range of land use
    • May
    • F. Canisius, R. Fernandes, and J. Chen, "Comparison and evaluation of medium resolution imaging spectrometer leaf area index products across a range of land use," Remote Sens. Environ., vol. 114, no. 5, pp. 950-960, May 2010.
    • (2010) Remote Sens. Environ. , vol.114 , Issue.5 , pp. 950-960
    • Canisius, F.1    Fernandes, R.2    Chen, J.3
  • 15
    • 0031235278 scopus 로고    scopus 로고
    • A four-scale bidirectional reflectance model based on canopy architecture
    • Sep
    • J. M. Chen and S. G. Leblanc, "A four-scale bidirectional reflectance model based on canopy architecture," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 5, pp. 1316-1337, Sep. 1997.
    • (1997) IEEE Trans. Geosci. Remote Sens. , vol.35 , Issue.5 , pp. 1316-1337
    • Chen, J.M.1    Leblanc, S.G.2
  • 16
    • 0035330763 scopus 로고    scopus 로고
    • Multiple-scattering scheme useful for geometric optical modeling
    • DOI 10.1109/36.921424, PII S0196289201038281
    • J. M. Chen and S. G. Leblanc, "Multiple-scattering scheme useful for geometric optical modeling," IEEE Trans. Geosci. Remote Sens., vol. 39, no. 5, pp. 1061-1071, May 2001. (Pubitemid 32534352)
    • (2001) IEEE Transactions on Geoscience and Remote Sensing , vol.39 , Issue.5 , pp. 1061-1071
    • Chen, J.M.1    Leblanc, S.G.2
  • 17
    • 0242464329 scopus 로고
    • A bidirectional reflectance model of the Earth's surface for the correction of remote sensing data
    • Jan
    • J.-L. Roujean, M. Leroy, and P.-Y. Deschamps, "A bidirectional reflectance model of the Earth's surface for the correction of remote sensing data," J. Geophys. Res., Atmos., vol. 97, no. D18, pp. 20455-20468, Jan. 1992.
    • (1992) J. Geophys. Res., Atmos. , vol.97 , Issue.18 , pp. 20455-20468
    • Roujean, J.-L.1    Leroy, M.2    Deschamps, P.-Y.3
  • 18
    • 0001615174 scopus 로고    scopus 로고
    • A hotspot function in a simple bidirectional reflectance model for satellite applications
    • 97JD02010
    • J. M. Chen and J. Cihlar, "A hotspot function in a simple bidirectional reflectance model for satellite applications," J. Geophys. Res., Atmos., vol. 102, no. D22, pp. 25907-25913, Dec. 1997. (Pubitemid 127682889)
    • (1997) Journal of Geophysical Research D: Atmospheres , vol.102 , Issue.22 , pp. 25907-25913
    • Chen, J.M.1    Cihlar, J.2
  • 19
    • 0031433966 scopus 로고    scopus 로고
    • Leaf area index of boreal forests: Theory, techniques, and measurements
    • Dec
    • J. M. Chen, P. M. Rich, S. T. Gower, J. M. Norman, and S. Plummer, "Leaf area index of boreal forests: Theory, techniques, and measurements," J. Geophys. Res. D, Atmos., vol. 102, no. D24, pp. 29429-29443, Dec. 1997.
    • (1997) J. Geophys. Res. D, Atmos. , vol.102 , Issue.24 , pp. 29429-29443
    • Chen, J.M.1    Rich, P.M.2    Gower, S.T.3    Norman, J.M.4    Plummer, S.5
  • 20
    • 33746901652 scopus 로고    scopus 로고
    • Locally adjusted cubic-spline capping for reconstructing seasonal trajectories of a satellite-derived surface parameter
    • Aug
    • J. M. Chen, F. Deng, and M. Chen, "Locally adjusted cubic-spline capping for reconstructing seasonal trajectories of a satellite-derived surface parameter," IEEE Trans. Geosci. Remote Sens., vol. 44, no. 8, pp. 2230-2238, Aug. 2006.
    • (2006) IEEE Trans. Geosci. Remote Sens. , vol.44 , Issue.8 , pp. 2230-2238
    • Chen, J.M.1    Deng, F.2    Chen, M.3
  • 21
    • 35748934183 scopus 로고    scopus 로고
    • Assessment of a global leaf area index product from SPOT-4 VEGETATION data over selected sites in Canada
    • Aug
    • J. Pisek, J. M. Chen, and F. Deng, "Assessment of a global leaf area index product from SPOT-4 VEGETATION data over selected sites in Canada," Can. J. Remote Sens., vol. 33, no. 4, pp. 341-356, Aug. 2007.
    • (2007) Can. J. Remote Sens. , vol.33 , Issue.4 , pp. 341-356
    • Pisek, J.1    Chen, J.M.2    Deng, F.3
  • 22
    • 46849115837 scopus 로고    scopus 로고
    • Methodology comparison for slope correction in canopy leaf area index estimation using hemispherical photography
    • Aug
    • A. Gonsamo and P. Pellikka, "Methodology comparison for slope correction in canopy leaf area index estimation using hemispherical photography," Forest Ecol. Manag., vol. 256, no. 4, pp. 749-759, Aug. 2008.
    • (2008) Forest Ecol. Manag. , vol.256 , Issue.4 , pp. 749-759
    • Gonsamo, A.1    Pellikka, P.2
  • 23
    • 67949095742 scopus 로고    scopus 로고
    • The computation of foliage clumping index using hemispherical photography
    • Oct
    • A. Gonsamo and P. Pellikka, "The computation of foliage clumping index using hemispherical photography," Agric. For. Meteorol., vol. 149, no. 10, pp. 1781-1787, Oct. 2009.
    • (2009) Agric. For. Meteorol. , vol.149 , Issue.10 , pp. 1781-1787
    • Gonsamo, A.1    Pellikka, P.2
  • 24
    • 33751419539 scopus 로고    scopus 로고
    • A method for downscaling MODIS land channels to 250-m spatial resolution using adaptive regression and normalization
    • Oct
    • A. P. Trishchenko, Y. Luo, and K. V. Khlopenkov, "A method for downscaling MODIS land channels to 250-m spatial resolution using adaptive regression and normalization," Proc. SPIE, vol. 6366, p. 636607, Oct. 2006.
    • (2006) Proc. SPIE , vol.6366 , pp. 636607
    • Trishchenko, A.P.1    Luo, Y.2    Khlopenkov, K.V.3
  • 25
    • 53649102962 scopus 로고    scopus 로고
    • Developing clearsky, cloud and cloud shadow mask for producing clear-sky composites at 250-meter spatial resolution for the seven MODIS land bands over Canada and North America
    • Dec
    • Y. Luo, A. P. Trishchenko, and K. V. Khlopenkov, "Developing clearsky, cloud and cloud shadow mask for producing clear-sky composites at 250-meter spatial resolution for the seven MODIS land bands over Canada and North America," Remote Sens. Environ., vol. 112, no. 12, pp. 4167-4185, Dec. 2008.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.12 , pp. 4167-4185
    • Luo, Y.1    Trishchenko, A.P.2    Khlopenkov, K.V.3
  • 26
    • 84874649029 scopus 로고    scopus 로고
    • Spectral response cross-calibration among 21 satellite sensors for vegetation monitoring
    • Mar
    • A. Gonsamo and J. M. Chen, "Spectral response cross-calibration among 21 satellite sensors for vegetation monitoring," IEEE Trans. Geosci. Remote Sens., vol. 51, no. 3, pp. 1319-1335, Mar. 2013.
    • (2013) IEEE Trans. Geosci. Remote Sens. , vol.51 , Issue.3 , pp. 1319-1335
    • Gonsamo, A.1    Chen, J.M.2
  • 28
    • 84867204263 scopus 로고    scopus 로고
    • Evaluation of GLC2000 and NALC2005 land cover products for LAI retrieval over Canada
    • Jun
    • A. Gonsamo and J. M. Chen, "Evaluation of GLC2000 and NALC2005 land cover products for LAI retrieval over Canada," Can. J. Remote Sens., vol. 37, no. 3, pp. 302-313, Jun. 2011.
    • (2011) Can. J. Remote Sens. , vol.37 , Issue.3 , pp. 302-313
    • Gonsamo, A.1    Chen, J.M.2
  • 29
    • 70349169552 scopus 로고    scopus 로고
    • Mapping forest background reflectivity over North America with multi-angle imaging spectroradiometer (MISR) data
    • Nov
    • J. Pisek and J. M. Chen, "Mapping forest background reflectivity over North America with multi-angle imaging spectroradiometer (MISR) data," Remote Sens. Environ., vol. 113, no. 11, pp. 2412-2423, Nov. 2009.
    • (2009) Remote Sens. Environ. , vol.113 , Issue.11 , pp. 2412-2423
    • Pisek, J.1    Chen, J.M.2
  • 30
    • 77956544201 scopus 로고    scopus 로고
    • Impacts of including forest understory brightness and foliage clumping information from multiangular measurements on leaf area index mapping over North America
    • Sep
    • J. Pisek, J. M. Chen, K. Alikas, and F. Deng, "Impacts of including forest understory brightness and foliage clumping information from multiangular measurements on leaf area index mapping over North America," J. Geophys. Res. Biogeosci., vol. 115, no. G3, p. G03023, Sep. 2010.
    • (2010) J. Geophys. Res. Biogeosci. , vol.115 , Issue.3
    • Pisek, J.1    Chen, J.M.2    Alikas, K.3    Deng, F.4
  • 31
    • 56649124651 scopus 로고    scopus 로고
    • Canopy dynamics and phenology of a boreal black spruce wildfire chronosequence
    • Jan
    • S. P. Serbin, S. T. Gower, and D. E. Ahl, "Canopy dynamics and phenology of a boreal black spruce wildfire chronosequence," Agric. For. Meteorol., vol. 149, no. 1, pp. 187-204, Jan. 2009.
    • (2009) Agric. For. Meteorol. , vol.149 , Issue.1 , pp. 187-204
    • Serbin, S.P.1    Gower, S.T.2    Ahl, D.E.3
  • 32
    • 23944457548 scopus 로고    scopus 로고
    • Global mapping of foliage clumping index using multi-angular satellite data
    • DOI 10.1016/j.rse.2005.05.003, PII S0034425705001550
    • J. M. Chen, C. H. Menges, and S. G. Leblanc, "Global mapping of foliage clumping index using multi-angular satellite data," Remote Sens. Environ., vol. 97, no. 4, pp. 447-457, Sep. 2005. (Pubitemid 41207271)
    • (2005) Remote Sensing of Environment , vol.97 , Issue.4 , pp. 447-457
    • Chen, J.M.1    Menges, C.H.2    Leblanc, S.G.3
  • 33
    • 0033894072 scopus 로고    scopus 로고
    • Algorithm for the retrieval of albedo from space using semiempirical BRDF models
    • DOI 10.1109/36.841980
    • W. Lucht, C. B. Schaaf, and A. H. Strahler, "An algorithm for the retrieval of albedo from space using semiempirical BRDF models," IEEE Trans. Geosci. Remote Sens., vol. 38, no. 2, pp. 977-998, Mar. 2000. (Pubitemid 30594778)
    • (2000) IEEE Transactions on Geoscience and Remote Sensing , vol.38 , Issue.2 , pp. 977-998
    • Lucht, W.1    Schaaf, C.B.2    Strahler, A.H.3
  • 34
    • 84862783403 scopus 로고    scopus 로고
    • Global clumping index map derived from the MODIS BRDF product
    • Apr
    • L. He, J. M. Chen, J. Pisek, C. B. Schaaf, and A. H. Strahler, "Global clumping index map derived from the MODIS BRDF product," Remote Sens. Environ., vol. 119, pp. 118-130, Apr. 2012.
    • (2012) Remote Sens. Environ. , vol.119 , pp. 118-130
    • He, L.1    Chen, J.M.2    Pisek, J.3    Schaaf, C.B.4    Strahler, A.H.5
  • 35
    • 33845192735 scopus 로고    scopus 로고
    • Leaf area index measurements at Fluxnet-Canada forest sites
    • DOI 10.1016/j.agrformet.2006.08.005, PII S016819230600219X
    • J. M. Chen, A. Govind, O. Sonnentag, Y. Zhang, A. Barr, and B. Amiro, "Leaf area index measurements at fluxnet-Canada forest sites," Agric. For. Meteorol., vol. 140, nos. 1-4, pp. 257-268, Nov. 2006. (Pubitemid 44854257)
    • (2006) Agricultural and Forest Meteorology , vol.140 , Issue.1-4 , pp. 257-268
    • Chen, J.M.1    Govind, A.2    Sonnentag, O.3    Zhang, Y.4    Barr, A.5    Amiro, B.6
  • 38
    • 0036845209 scopus 로고    scopus 로고
    • A framework for the validation of MODIS Land products
    • DOI 10.1016/S0034-4257(02)00088-3, PII S0034425702000883
    • J. T. Morisette, J. L. Privette, and C. O. Justice, "A framework for the validation of MODIS land products," Remote Sens. Environ., vol. 83, nos. 1-2, pp. 77-96, Nov. 2002. (Pubitemid 35307462)
    • (2002) Remote Sensing of Environment , vol.83 , Issue.1-2 , pp. 77-96
    • Morisette, J.T.1    Privette, J.L.2    Justice, C.O.3
  • 39
    • 9644278259 scopus 로고    scopus 로고
    • Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands
    • J. M. Chen, "Optically-based methods for measuring seasonal variation of leaf area index in boreal conifer stands," Agric. For. Meteorol., vol. 80, nos. 2-4, pp. 135-163, Jul. 1996. (Pubitemid 126651746)
    • (1996) Agricultural and Forest Meteorology , vol.80 , Issue.2-4 , pp. 135-163
    • Chen, J.M.1
  • 40
    • 0031811914 scopus 로고    scopus 로고
    • Measurements of branch area and adjusting leaf area index indirect measurements
    • DOI 10.1016/S0168-1923(98)00064-1, PII S0168192398000641
    • C. J. Kucharik, J. M. Norman, and S. T. Gower, "Measurements of branch area and adjusting leaf area index indirect measurements," Agric. For. Meteorol., vol. 91, nos. 1-2, pp. 69-88, May 1998. (Pubitemid 28290479)
    • (1998) Agricultural and Forest Meteorology , vol.91 , Issue.1-2 , pp. 69-88
    • Kucharik, C.J.1    Norman, J.M.2    Gower, S.T.3
  • 41
    • 7944230207 scopus 로고    scopus 로고
    • Inter-annual variability in the leaf area index of a boreal aspen-hazelnut forest in relation to net ecosystem production
    • DOI 10.1029/2002JD003011, PII S0168192304001686
    • A. G. Barr, T. A. Black, E. H. Hogg, N. Kljun, K. Morgenstern, and Z. Nesic, "Inter-annual variability in the leaf area index of a boreal aspen-hazelnut forest in relation to net ecosystem production," Agric. For. Meteorol., vol. 126, nos. 3-4, pp. 237-255, Nov. 2004. (Pubitemid 39464744)
    • (2004) Agricultural and Forest Meteorology , vol.126 , Issue.3-4 , pp. 237-255
    • Barr, A.G.1    Black, T.A.2    Hogg, E.H.3    Kljun, N.4    Morgenstern, K.5    Nesic, Z.6
  • 43
    • 15744383255 scopus 로고    scopus 로고
    • Parametric (modified least squares) and non-parametric (Theil-Sen) linear regressions for predicting biophysical parameters in the presence of measurement errors
    • DOI 10.1016/j.rse.2005.01.005, PII S0034425705000404
    • R. Fernandes and S. G. Leblanc, "Parametric (modified least squares) and non-parametric (Theil-Sen) linear regressions for predicting biophysical parameters in the presence of measurement errors," Remote Sens. Environ., vol. 95, no. 3, pp. 303-316, Apr. 2005. (Pubitemid 40406112)
    • (2005) Remote Sensing of Environment , vol.95 , Issue.3 , pp. 303-316
    • Fernandes, R.1    Leblanc, S.G.2
  • 45
    • 0031271718 scopus 로고    scopus 로고
    • Estimation of global leaf area index and absorbed par using radiative transfer models
    • PII S0196289297055174
    • R. B. Myneni, R. R. Nemani, and S. W. Running, "Estimation of global leaf area index and absorbed par using radiative transfer models," IEEE Trans. Geosci. Remote Sens., vol. 35, no. 6, pp. 1380-1393, Nov. 1997. (Pubitemid 127771175)
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.6 , pp. 1380-1393
    • Myneni, R.B.1
  • 46
    • 79951952858 scopus 로고    scopus 로고
    • Leaf area index retrieval using gap fractions obtained from high resolution satellite data: Comparisons of approaches, scales and atmospheric effects
    • Aug
    • A. Gonsamo, "Leaf area index retrieval using gap fractions obtained from high resolution satellite data: Comparisons of approaches, scales and atmospheric effects," Int. J. Appl. Earth Obs., vol. 12, no. 4, pp. 233-248, Aug. 2010.
    • (2010) Int. J. Appl. Earth Obs. , vol.12 , Issue.4 , pp. 233-248
    • Gonsamo, A.1
  • 48
    • 0033761942 scopus 로고    scopus 로고
    • Approaches for reducing uncertainties in regional forest carbon balance
    • Sep
    • W. J. Chen, J. Chen, J. Liu, and J. Cihlar, "Approaches for reducing uncertainties in regional forest carbon balance," Global Biogeochem. Cycles, vol. 14, no. 3, pp. 827-838, Sep. 2000.
    • (2000) Global Biogeochem. Cycles , vol.14 , Issue.3 , pp. 827-838
    • Chen, W.J.1    Chen, J.2    Liu, J.3    Cihlar, J.4
  • 49
    • 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., vol. 62, no. 2, pp. 158-175, Nov. 1997. (Pubitemid 28091204) of Canada
    • (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


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