Satellite-Derived LAI Intercomparison and Validation References
Jiang, C., Ryu, Y., Fang, H., Myneni, R., Claverie, M. and Zhu, Z., 2017. Inconsistencies of interannual variability and trends in long-term satellite leaf area index products. Global Change Biology, 23(10): 4133-4146.
Xiao, Z., Liang, S. and Jiang, B., 2017. Evaluation of four long time-series global leaf area index products. Agricultural and Forest Meteorology, 246: 218-230.
Kai Yan, Taejin Park, Guangjian Yan, Chi Chen, Bin Yang, Zhao Liu, Ramakrishna R. Nemani, Yuri Knyazikhin and Ranga B. Myneni. (2016) Evaluation of MODIS LAI/FPAR Product Collection 6. Part 1: Consistency and Improvements, Remote Sensing, 2016, 8(5), 359; doi:10.3390/rs8050359
Kai Yan, Taejin Park, Guangjian Yan, Zhao Liu, Bin Yang, Chi Chen, Ramakrishna R. Nemani, Yuri Knyazikhin and Ranga B. Myneni. (2016) Evaluation of MODIS LAI/FPAR Product Collection 6. Part 2: Validation and Intercomparison, Remote Sensing 2016, 8(6), 460; doi:10.3390/rs8060460.
Held, A., Phinn, S., Soto-Berelov, M., & Jones, S. (Eds.) (2015). AusCover Good Practice Guidelines: A technical handbook supporting calibration and validation activities of remotely sensed data products. Version 1.2. TERN AusCover, ISBN 978-0-646-94137-0.http://data.auscover.org.au/xwiki/bin/view/Good+Practice+Handbook/WebHome
Gonsamo, A.; Chen, J.M. (2014): Improved LAI algorithm implementation to MODIS data by incorporating background, topography, and foliage clumping information. IEEE Transactions on Geoscience and Remote Sensing, 52,
1076-1088.
Xiao, Z.; Liang, S.; Wang, J.; Chen, P.; Yin, X.; Zhang, L.; Song, J. (2014): Use of general regression neural networks for generating the GLASS leaf area index product from time-series MODIS surface reflectance. IEEE Transactions on Geoscience and Remote Sensing, 52, 209-223.
Weiss, M.; Baret, F.; Block, T. ; Koetz, B.; Burini, A.; Scholze, B.; Lecharpentier, B.; Brockmann, C., Fernandes, R; Plummer, P.; Myneni, R.; Gobron, N.;, Nightingale, J.; Schaepman-Strub, G.; Camacho, F.; Sanchez-Azofeifa, A. (2014): On Line Validation Exercise (OLIVE): A web based service for the validation of medium resolution land products. Application to FAPAR products. Remote Sensing, 6, 4190-4216.
Camacho, F.; Cernicharo, J.; Lacaze, R.; Baret, F.; Weiss, M. (2013): GEOV1: LAI, FAPAR essential climate variables Fand COVER global time series capitalizing over existing products. Part 2: Validation and intercomparison with reference products. Remote Sensing of Environment, 137, 310-329.
Zhu, Z.; Bi, J.; Pan, Y.; Ganguly, S.; Anav, A.; Xu, L.; Samanta, A.; Piao, S.; Nemani, R.R.; Myneni, R.B. (2013): Global data sets of vegetation leaf area index (LAI) 3g and Fraction of Photosynthetically Active Radiation (FPAR) 3g derived from Global Inventory Modeling and Mapping Studies (GIMMS) Normalized Difference Vegetation Index (NDVI3g) for the period 1981 to 2011. Remote Sensing, 5, 927-948.
Fang, H., Jiang, C., Li, W., Wei, S., Baret, F., Chen, J.M., Garcia-Haro, J., Liang, S., Liu, R., Myneni, R.B., Pinty, B., Xiao, Z., Zhus, Z. (2013): Characterization and intercomparison of global moderate resolution leaf area index (LAI) products: Analysis of climatologies and theoretical uncertainties. Journal of Geophysical Research Biogeosciences, 118, 529-548.
Gessner, U.; Niklaus, M.; Kuenzer, C.; Dech, S. (2013): Intercomparison of leaf area index products for a gradient of
sub-humid to arid environments in West Africa. Remote Sensing, 5, 1235-1257.
Fang, H., Wei, S. and Liang, S., 2012. Validation of MODIS and CYCLOPES LAI products using global field measurement data. Remote Sensing of Environment, 119: 43-54.
Pinty, B.; Andredakis, I.; Clerici, M.; Kaminski, T.; Taberner, M.; Verstraete, M.M.; Gobron, N.; Plummer, S.; Widlowski, J.L. (2011): Exploiting the MODIS albedos with the two-stream inversion package (JRC-TIP): 1. Effective leaf area index, vegetation, and soil properties. Journal of Geophysical Research Atmospheres, 116, D09105.
Pinty, B.; Jung, M.; Kaminski, T.; Lavergne, T.; Mund, M.; Plummer, S.; Thomas, E.; Widlowski, J.L. (2011): Evaluation of the JRC-TIP 0.01° products over a mid-latitude deciduous forest site. Remote Sensing of Environment, 115,
3567-3581.
Verger, A.; Camacho, F.; Garcia-Haro, F.J.; Melià, J. (2009): Prototyping of Land-SAF leaf area index algorithm with VEGETATION and MODIS data over Europe. Remote Sensing of Environment, 113, 2285-2297.
Ganguly, S.; Samanta, A.; Schull, M.A.; Shabanov, N.V.; Milesi, C.; Nemani, R.R.; Knyazikhin, Y.; Myneni, R.B. (2008): Generating vegetation leaf area index Earth system data record from multiple sensors. Part 2: Implementation, analysis and validation. Remote Sensing of Environment, 112, 4318-4332.
Garrigues, S.; Lacaze, R.; Baret, F.; Morisette, J.; Weiss, M.; Nickeson, J.; Fernandes, R.; Plummer, S.; Shabanov, N.V.; Myneni, R.; Knyazikhin, Y.; Yang, W. (2008): Validation and intercomparison of global leaf area index products derived from remote sensing data, Journal of Geophysical Research Biogeosciences, 113, G02028.
Pisek, J.; Chen, J.M. (2007): Comparison and validation of MODIS and VEGETATION global LAI products over four BigFoot sites in North America. Remote Sensing of Environment, 109, 81-94.
Weiss, M.; Baret , F.; Garrigues, S.; Lacaze, R.; Bicheron, P. (2007): LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION. Part 2: Validation and comparison with MODIS Collection 4 products. Remote Sensing of Environment, 110, 317-331.
Baret, F.; Morissette, J.; Fernandes, R.; Champeaux, J.L.; Myneni, R.; Chen, J.; Plummer, S.; Weiss, M.; Bacour, C.; Garrigue, S.; Nickeson, J. (2006): Evaluation of the representativeness of networks of sites for the global validation and inter-comparison of land biophysical products. Proposition of the CEOS-BELMANIP. IEEE Transactions on Geoscienceand Remote Sensing, 44, 1794-1803.
Morisette, J.; Baret, F.; Privette, J.L.; Myneni, R.B.; Nickeson, J.; Garrigues, S.; Shabanov, N.; Weiss, M.; Fernandes, R.; Leblanc, S.; et al. (2006): Validation of global moderate resolution LAI Products: A framework proposed within the CEOS Land Product Validation subgroup. IEEE Transactions on Geoscience and Remote Sensing, 44, 1804-1817.
Yang, W.; Shabanov, N.V.; Huang, D.; Wang, W.; Dickinson, R.E.; Nemani, R.R.; Knyazikhin, Y.; Myneni, R.B. (2006); Analysis of leaf area index products from combination of MODIS Terra and Aqua data. Remote Sensing of Environment, 104, 297-312.
Bacour, C.; Baret, F.; Bèal, D.; Weiss, M.; Pavageau, K. (2006): Neural network estimation of LAI, fAPAR, fCover and LAIxCab, from top of canopy MERIS reflectance data: Principles and validation. Remote Sensing of Environment, 105, 313-325.
Fensholt, R.; Sandholt, I.; Rasmussen, M.S. (2004): Evaluation of MODIS LAI, fAPAR and the relation between fAPAR and NDVI in a semi-arid environment using in situ measurements. Remote Sensing of Environment, 91, 490-507.
Roujean, J.-L.; Lacaze, R. (2002): Global mapping of vegetation parameters from POLDER multiangular measurements for studies of surface-atmosphere interactions: A pragmatic method and validtion. Journal of Geophysical Research Atmospheres, 107, D12, 4150.
Myneni, R.B.; Hoffman, S.; Knyazikhin, Y.; Privette, J.L.; Glassy, J.; Tian, Y.; Wang, Y.; Song, X.; Zhang, Y.; Smith, G.R.; Lotsch, A.; Friedl, M.; Morisette, J.T., Votava, P.; Nemani, R.R., Running, S.W. (2002): Global products of vegetation leaf area and absorbed PAR from year one of MODIS data. Remote Sensing of Environment, 83, 214-231.
Chen, J.M.; Pavlic, G.; Brown, L.; Cihlar, J.; Leblanc, S.G.; White, H.P.; Hall, R.J.; Peddle, D.R.; King, D.J.; Trofymow, J.A.;Swift, E.; Van der Sanden, J.; Pellikka, P.K.E. (2002): Derivation and validation of Canada-wide coarse-resolution leaf area index maps using high-resolution satellite imagery and ground measurements. Remote Sensing of Environment, 83, 165-184.
Tian, Y.; Woodcock, C.E.; Wang, Y.; Privette, J.L.; Shabanov, N.V.; Zhou, L.; Zhang, Y.; Buermann, W.; Dong, J.; Veikkanen, B.; Haeme, T.; Andersson, K.; Ozdogan, M.; Knyazikhin, Y.; Myneni, R.B. (2002): Multiscale analysis and validation of the MODIS LAI product: I. Uncertainty assessment. Remote Sensing of Environment, 83, 414-430.
Chen, J. M.; Black, T.A. (1992): Defining leaf area index for non-flat leaves. Plant, Cell & Environment, 15, 421-429.
