User menu

A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements

Bibliographic reference Li, Wenjuan ; Weiss, Marie ; Waldner, François ; Defourny, Pierre ; Demarez, Valérie ; et. al. A Generic Algorithm to Estimate LAI, FAPAR and FCOVER Variables from SPOT4_HRVIR and Landsat Sensors: Evaluation of the Consistency and Comparison with Ground Measurements. In: Remote Sensing, Vol. 7, no.11, p. 15494-15516 (18 November 2015)
Permanent URL
  1. CHEN J. M., BLACK T. A., Defining leaf area index for non-flat leaves, 10.1111/j.1365-3040.1992.tb00992.x
  2. (2011)
  3. McCallum Ian, Wagner Wolfgang, Schmullius Christiane, Shvidenko Anatoly, Obersteiner Michael, Fritz Steffen, Nilsson Sten, Satellite-based terrestrial production efficiency modeling, 10.1186/1750-0680-4-8
  4. Baret Frédéric, Hagolle Olivier, Geiger Bernhard, Bicheron Patrice, Miras Bastien, Huc Mireille, Berthelot Béatrice, Niño Fernando, Weiss Marie, Samain Olivier, Roujean Jean Louis, Leroy Marc, LAI, fAPAR and fCover CYCLOPES global products derived from VEGETATION, 10.1016/j.rse.2007.02.018
  5. Baret F., Weiss M., Lacaze R., Camacho F., Makhmara H., Pacholcyzk P., Smets B., GEOV1: LAI and FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part1: Principles of development and production, 10.1016/j.rse.2012.12.027
  6. Gobron Nadine, Pinty Bernard, Verstraete Michel, Govaerts Yves, The MERIS Global Vegetation Index (MGVI): Description and preliminary application, 10.1080/014311699212542
  7. Knyazikhin Y., Martonchik J. V., Myneni R. B., Diner D. J., Running S. W., Synergistic algorithm for estimating vegetation canopy leaf area index and fraction of absorbed photosynthetically active radiation from MODIS and MISR data, 10.1029/98jd02462
  8. Pinty B., Andredakis I., Clerici M., Kaminski T., Taberner M., Verstraete M. M., Gobron N., Plummer S., Widlowski J.-L., Exploiting the MODIS albedos with the Two-stream Inversion Package (JRC-TIP): 1. Effective leaf area index, vegetation, and soil properties, 10.1029/2010jd015372
  9. Liang Shunlin, Zhao Xiang, Liu Suhong, Yuan Wenping, Cheng Xiao, Xiao Zhiqiang, Zhang Xiaotong, Liu Qiang, Cheng Jie, Tang Hairong, Qu Yonghua, Bo Yancheng, Qu Ying, Ren Huazhong, Yu Kai, Townshend John, A long-term Global LAnd Surface Satellite (GLASS) data-set for environmental studies, 10.1080/17538947.2013.805262
  10. GARRIGUES S, ALLARD D, BARET F, MORISETTE J, Multivariate quantification of landscape spatial heterogeneity using variogram models, 10.1016/j.rse.2007.04.017
  11. Berger Michael, Moreno Jose, Johannessen Johnny A., Levelt Pieternel F., Hanssen Ramon F., ESA's sentinel missions in support of Earth system science, 10.1016/j.rse.2011.07.023
  12. Ganguly Sangram, Nemani Ramakrishna R., Zhang Gong, Hashimoto Hirofumi, Milesi Cristina, Michaelis Andrew, Wang Weile, Votava Petr, Samanta Arindam, Melton Forrest, Dungan Jennifer L., Vermote Eric, Gao Feng, Knyazikhin Yuri, Myneni Ranga B., Generating global Leaf Area Index from Landsat: Algorithm formulation and demonstration, 10.1016/j.rse.2011.10.032
  13. Propastin Pavel, Panferov Oleg, Retrieval of remotely sensed LAI using Landsat ETM+ data and ground measurements of solar radiation and vegetation structure: Implication of leaf inclination angle, 10.1016/j.jag.2013.02.006
  14. Verger A., Martínez B., Camacho‐de Coca F., García‐Haro F. J., Accuracy assessment of fraction of vegetation cover and leaf area index estimates from pragmatic methods in a cropland area, 10.1080/01431160802555804
  15. Verger Aleixandre, Baret Frédéric, Camacho Fernando, Optimal modalities for radiative transfer-neural network estimation of canopy biophysical characteristics: Evaluation over an agricultural area with CHRIS/PROBA observations, 10.1016/j.rse.2010.09.012
  16. Li Wenjuan, Fang Hongliang, Estimation of direct, diffuse, and total FPARs from Landsat surface reflectance data and ground-based estimates over six FLUXNET sites : Landsat direct, diffuse and total FPARs, 10.1002/2014jg002754
  17. Claverie Martin, Demarez Valérie, Duchemin Benoît, Hagolle Olivier, Ducrot Danielle, Marais-Sicre Claire, Dejoux Jean-François, Huc Mireille, Keravec Pascal, Béziat Pierre, Fieuzal Remy, Ceschia Eric, Dedieu Gérard, Maize and sunflower biomass estimation in southwest France using high spatial and temporal resolution remote sensing data, 10.1016/j.rse.2012.04.005
  18. HAGOLLE O, DEDIEU G, MOUGENOT B, DEBAECKER V, DUCHEMIN B, MEYGRET A, Correction of aerosol effects on multi-temporal images acquired with constant viewing angles: Application to Formosat-2 images, 10.1016/j.rse.2007.08.016
  19. Hagolle O., Huc M., Pascual D. Villa, Dedieu G., A multi-temporal method for cloud detection, applied to FORMOSAT-2, VENµS, LANDSAT and SENTINEL-2 images, 10.1016/j.rse.2010.03.002
  20. Breiman (1984)
  21. Waldner François, Lambert Marie-Julie, Li Wenjuan, Weiss Marie, Demarez Valérie, Morin David, Marais-Sicre Claire, Hagolle Olivier, Baret Frédéric, Defourny Pierre, Land Cover and Crop Type Classification along the Season Based on Biophysical Variables Retrieved from Multi-Sensor High-Resolution Time Series, 10.3390/rs70810400
  22. Demarez Valérie, Duthoit Sylvie, Baret Frédéric, Weiss Marie, Dedieu Gérard, Estimation of leaf area and clumping indexes of crops with hemispherical photographs, 10.1016/j.agrformet.2007.11.015
  24. Nilson T., A theoretical analysis of the frequency of gaps in plant stands, 10.1016/0002-1571(71)90092-6
  25. Weiss M., Baret F., Smith G.J., Jonckheere I., Coppin P., Review of methods for in situ leaf area index (LAI) determination, 10.1016/j.agrformet.2003.08.001
  26. Andrieu, 285 (1993)
  27. Baret (2007)
  28. Krasnopolsky Vladimir M., Chevallier Fre ́de ́ric, Some neural network applications in environmental sciences. Part II: advancing computational efficiency of environmental numerical models, 10.1016/s0893-6080(03)00026-1
  29. Weiss Marie, Baret Frédéric, Leroy Marc, Hautecœur Olivier, Bacour Cédric, Prévot Laurent, Bruguier Nadine, Validation of neural net techniques to estimate canopy biophysical variables from remote sensing data, 10.1051/agro:2002036
  30. Hongliang Fang, Shunlin Liang, McClaran M.P., van Leeuwen W.J.D., Drake S., Marsh S.E., Thomson A.M., Izaurralde R.C., Rosenberg N.J., Biophysical characterization and management effects on semiarid rangeland observed from Landsat ETM+ data, 10.1109/tgrs.2004.839813
  31. Bacour C., Baret F., Béal D., Weiss M., Pavageau K., Neural network estimation of LAI, fAPAR, fCover and LAI×Cab, from top of canopy MERIS reflectance data: Principles and validation, 10.1016/j.rse.2006.07.014
  32. Jacquemoud Stéphane, Verhoef Wout, Baret Frédéric, Bacour Cédric, Zarco-Tejada Pablo J., Asner Gregory P., François Christophe, Ustin Susan L., PROSPECT+SAIL models: A review of use for vegetation characterization, 10.1016/j.rse.2008.01.026
  33. Verhoef W., Light scattering by leaf layers with application to canopy reflectance modeling: The SAIL model, 10.1016/0034-4257(84)90057-9
  34. Jacquemoud S., Baret F., PROSPECT: A model of leaf optical properties spectra, 10.1016/0034-4257(90)90100-z
  35. Campbell G.S., Extinction coefficients for radiation in plant canopies calculated using an ellipsoidal inclination angle distribution, 10.1016/0168-1923(86)90010-9
  36. Kuusk Andres, Determination of vegetation canopy parameters from optical measurements, 10.1016/0034-4257(91)90082-h
  37. Fourty (1997)
  38. Liu Weidong, Baret F., Gu Xingfa, Zhang Bing, Tong Qingxi, Zheng Lanfen, Evaluation of methods for soil surface moisture estimation from reflectance data, 10.1080/01431160210163155
  39. Baret (2009)
  40. Bacour C, Design and analysis of numerical experiments to compare four canopy reflectance models, 10.1016/s0034-4257(01)00240-1
  41. Rummelhart, Volume 1, 318 (1986)
  42. Ngia L.S.H., Sjoberg J., Efficient training of neural nets for nonlinear adaptive filtering using a recursive Levenberg-Marquardt algorithm, 10.1109/78.847778
  43. Gobron Nadine, Pinty Bernard, Aussedat Ophélie, Chen Jing M., Cohen Warren B., Fensholt Rasmus, Gond Valery, Huemmrich Karl Fred, Lavergne Thomas, Mélin Frédéric, Privette Jeffrey L., Sandholt Inge, Taberner Malcolm, Turner David P., Verstraete Michel M., Widlowski Jean-Luc, Evaluation of fraction of absorbed photosynthetically active radiation products for different canopy radiation transfer regimes: Methodology and results using Joint Research Center products derived from SeaWiFS against ground-based estimations, 10.1029/2005jd006511
  44. Weiss Marie, Baret Frédéric, Block Tom, Koetz Benjamin, Burini Alessandro, Scholze Bettina, Lecharpentier Patrice, Brockmann Carsten, Fernandes Richard, Plummer Stephen, Myneni Ranga, Gobron Nadine, Nightingale Joanne, Schaepman-Strub Gabriela, Camacho Fernando, Sanchez-Azofeifa Arturo, On Line Validation Exercise (OLIVE): A Web Based Service for the Validation of Medium Resolution Land Products. Application to FAPAR Products, 10.3390/rs6054190
  45. Camacho Fernando, Cernicharo Jesús, Lacaze Roselyne, Baret Frédéric, Weiss Marie, GEOV1: LAI, FAPAR essential climate variables and FCOVER global time series capitalizing over existing products. Part 2: Validation and intercomparison with reference products, 10.1016/j.rse.2013.02.030