316
Views
7
CrossRef citations to date
0
Altmetric
Articles

Evaluation of the influence of two operational fraction of absorbed photosynthetically active radiation (FAPAR) products on terrestrial ecosystem productivity modelling

, &
Pages 321-340 | Received 16 Jan 2013, Accepted 26 Oct 2013, Published online: 19 Dec 2013

References

  • Asner, G. P., C. A. Wessman, and S. Archer. 1998. “Scale Dependence of Absorption of Photosynthetically Active Radiation in Terrestrial Ecosystems.” Ecological Applications 8 (4): 1003–1021.
  • Baldocchi, D. D. 2003. “Assessing the Eddy Covariance Technique for Evaluating Carbon Dioxide Exchange Rates of Ecosystems: Past, Present and Future.” Global Change Biology 9: 479–492.
  • Baldocchi, D. D., E. Falge, L. Gu, R. Olson, D. Hollinger, S. Running, P. Anthoni, C. Bernhofer, K. Davis, R. Evans, J. Fuentes, A. Goldstein, G. Katul, B. Law, X. Lee, Y. Malhi, T. Meyers, W. Munger, W. Oechel, K. T. Paw, K. Pilegaard, H. P. Schmid, R. Valentini,S Verma, T. Vesala, K. Wilson, and S. Wofsy. 2001. “FLUXNET: A New Tool to Study the Temporal and Spatial Variability of Ecosystem–Scale Carbon Dioxide, Water Vapour, and Energy Flux Densities.” Bulletin of the American Meteorological Society 82: 2415–2434.
  • Baldocchi, D. D., L. Xu, and N. Kiang. 2004. “How Plant Functional-Type, Weather, Seasonal Drought, and Soil Physical Properties Alter Water and Energy Fluxes of an Oak–Grass Savanna and an Annual Grassland.” Agricultural and Forest Meteorology 123: 13–39.
  • Baret, F., O. Hagolle, B. Geiger, P. Bicheron, B. Miras, M. Huc, B. Berthelot, F. Niño, M. Weiss, O. Samain, J. L. Roujean, and M. Leroy. 2007. “LAI, ƒAPAR and ƒCover CYCLOPES Global Products Derived from Vegetation: Part 1: Principles of the Algorithm.” Remote Sensing of Environment 110: 275–286.
  • Batjes, N. H. 2006. ISRIC-WISE Derived Soil Properties on a 5 by 5 Arc-Minutes Global Grid (version 1.1). Report 2006/02. Wageningen: ISRIC – World Soil Information. http://www.isric.org.
  • Beer, C., M. Reichstein, E. Tomelleri, P. Ciais, M. Jung, N. Carvalhais, C. Rödenbeck, M. A. Arain, D. Baldocchi, G. Bonan, A. Bondeau, A. Cescatti, G. Lasslop, A. Lindroth, M. Lomas, S. Luyssaert, H. Margolis, K. W. Oleson, O. Roupsard, E. Veenendaal, N. Viovy, C. Williams, F. I. Woodward, and D. Papale. 2010. “Terrestrial Gross Carbon Dioxide Uptake: Global Distribution and Covariation with Climate.” Science 329: 834–838.
  • Chen, T., G. R. van der Werf, A. J. Dolman, and M. Groenendijk. 2011. “Evaluation of Cropland Maximum Light Use Efficiency Using Eddy Flux Measurements in North America and Europe.” Geophysical Research Letters 38 (L14707): 14701–14705.
  • Ciais, P., A. S. Denning, P. P. Tans, J. A. Berry, D. A. Randall, G. J. Collatz, P. J. Sellers, J. W. C. White, M. Trolier, H. A. J. Meijer, R. J. Francey, P. Monfray, and M. Heimann. 1997. “A Large Northern Hemisphere Terrestrial CO2 Sink Indicated by the 13c/12c Ratio of Atmospheric CO2.” Science 269: 1098–1102.
  • Clark, D. A., S. Brown, D. W. Kicklighter, J. Q. Chambers, J. R. Thomlinson, J. Ni, and E. A. Holland. 2001. “Net Primary Production in Tropical Forests: An Evaluation and Synthesis of Existing Field Data.” Ecological Applications 11: 371–384.
  • Cramer, W., D. W. Kicklighter, A. Bondeau III, B. Moore, G. Churkina, B. Nemry, A. Ruimy, A. L. Schloss, and the Participants of the Postdam NPP Model Intercomparison. 1999. “Comparing Global Models of Terrestrial Net Primary Productivity (NPP): Overview and Key Results.” Global Change Biology 5: 1–15.
  • Deng, F., J. M. Chen, S. Plummer, C. Mingzhen, and J. Pisek. 2006. “Algorithm for Global Leaf Area Index Retrieval Using Satellite Imagery.” IEEE Transactions on Geoscience and Remote Sensing 44: 2219–2229.
  • Falge, E., D. Baldocchi, J. Tenhunen, M. Aubinet, P. Bakwin, P. Berbigier, C. Bernhofer, G. Burba, R. Clement, K. J. Davis, J. A. Goldstein, A. H. Grelle, A. Granier, J. Guðmundsson, D. Hollinger, A. S. Kowalski, G. Katul, B. E. Law, Y. Malhi, T. Meyers, R. K. Monson, J. W. Munger, W. Oechel, U. K. T. Paw, K. Pilegaard, Ü. Rannik, C. Rebmann, A. Suyker, R. Valentini, K. Wilson, and S. Wofsy 2002. “Seasonality of Ecosystem Respiration and Gross Primary Production as Derived from FLUXNET Measurements.” Agricultural and Forest Meteorology 113: 53–74.
  • Garbulsky, M. F., J. Peñuelas, D. Papale, J. Ardö, M. L. Goulden, G. Kiely, A. D. Richardson, E. Rotenberg, E. M. Veenendaal, and I. Filella. 2010. “Patterns and Controls of the Variability of Radiation Use Efficiency and Primary Productivity Across Terrestrial Ecosystems.” Global Ecology and Biogeography 19: 253–267.
  • Gholz, H. L., and K. L. Clark. 2002. “Energy Exchange Across a Chronosequence of Slash Pine Forests in Florida.” Agricultural and Forest Meteorology 112: 87–102.
  • Gobron, N., B. Pinty, O. Aussedat, J. M. Chen, W. B. Cohen, R. Fensholt, V. Gond, K. F. Huemmrich, T. Lavergne, F. Mélin, J. L. Privette, I. T. Sandholt, T. P. Malcolm, M. M. Verstraete, and J. -L. Widlowski. 2006. “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.” Journal of Geophysical Research 111 (D13110): 13111–13115.
  • Gobron, N., B. Pinty, M. M. Verstraete, and Y. Govaerts. 1997. “A Semidiscrete Model for the Scattering of Light by Vegetation.” Journal of Geophysical Research 102: 9431–9446.
  • Gobron, N., B. Pinty, M. M. Verstraete, and Y. Govaerts. 1999. “The MERIS Global Vegetation Index (MGVI): Description and Preliminary Application.” International Journal of Remote Sensing 20: 1917–1927.
  • Gower, S. T., C. J. Kucharik, and J. M. Norman. 1999. “Direct and Indirect Estimation of Leaf Area Index, fAPAR, and Net Primary Production of Terrestrial Ecosystems.” Remote Sensing of Environment 70: 29–51.
  • Heinsch, F. A., Z. Maosheng, S. W. Running, J. S. Kimball, R. R. Nemani, K. J. Davis, P. V. Bolstad, B. D. Cook, A. R. Desai, D. M. Ricciuto, B. E. Law, W. C. Oechel, K. Hyojung, L. Hongyan, S. C. Wofsy, A. L. Dunn, J. W. Munger, D. D. Baldocchi, X. Liukang, D. Y. Hollinger, A. D. Richardson, P. C. Stoy, M. B. S. Siqueira, R. K. Monson, S. P. Burns, and L. B. Flanagan. 2006. “Evaluation of Remote Sensing Based Terrestrial Productivity from MODIS Using Regional Tower Eddy Flux Network Observations.” IEEE Transactions on Geoscience and Remote Sensing 44: 1908–1925.
  • Huemmrich, K. F., J. L. Privette, M. Mukelabai, R. B. Myneni, and Y. Knyazikhin. 2005. “Time-Series Validation of MODIS Land Biophysical Products in a Kalahari Woodland, Africa.” International Journal of Remote Sensing 26: 4381–4398.
  • Jacquemoud, S., and F. Baret. 1990. “Prospect: A Model of Leaf Optical Properties Spectra.” Remote Sensing of Environment 34: 75–91.
  • King, D. A., D. P. Turner, and W. D. Ritts. 2011. “Parameterization of a Diagnostic Carbon Cycle Model for Continental Scale Application.” Remote Sensing of Environment 115: 1653–1664.
  • Knyazikhin, Y., J. V. Martonchik, R. B. Myneni, D. J. Diner, and S. W. Running. 1998. “Synergistic Algorithm for Estimating Vegetation Canopy Leaf Area Index and Fraction of Absorbed Photosynthetically Active Radiation from MODIS and MISR Data.” Journal of Geophyisical Research 103: 257–276.
  • Kumar, M., and J. L. Monteith. 1981. “Remote Sensing of Crop Growth.” In Plants and the Daylight Spectrum, edited by H. Smith, 134–144. London: Academic Press.
  • Landsberg, J. J., and R. H. Waring. 1997. “A Generalised Model of Forest Productivity Using Simplified Concepts of Radiation-Use Efficiency, Carbon Balance and Partitioning.” Forest Ecology and Management 95: 209–228.
  • Maxwell, E. L. 1998. “METSTAT-the Solar Radiation Model Used in the Production of the National Solar Radiation Data Base (NSRDB).” Solar Energy 62: 263–279.
  • McCallum, I., W. Wagner, C. Schmullius, A. Shvidenko, M. Obersteiner, S. Fritz, and S. Nilsson. 2010. “Comparison of Four Global FAPAR Datasets over Northern Eurasia for the Year 2000.” Remote Sensing of Environment 114: 941–949.
  • Moffat, A. M., D. Papale, M. Reichstein, D. Y. Hollinger, A. D. Richardson, A. G. Barr, C. Beckstein, B. H. Braswell, G. Churkina, A. R. Desai, E. Falge, J. H. Gove, M. Heimann, D. Hui, A. J. Jarvis, J. Kattge, A. Noormets, and V. J. Stauch. 2007. “Comprehensive Comparison of Gap-Filling Techniques for Eddy Covariance Net Carbon Fluxes.” Agricultural and Forest Meteorology 147(3–4): 209–232.
  • Monson, R. K., A. A. Turnipseed, J. P. Sparks, P. C. Harley, L. E. Scott-Denton, K. Sparks, and T. E. Huxman. 2002. “Carbon Sequestration in a High-Elevation, Subalpine Forest.” Global Change Biology 8: 459–478.
  • Monteith, J. L. 1972. “Solar Radiation and Productivity in Tropical Ecosystems.” Journal of Applied Ecology 9: 747–766.
  • Myneni, R. B., S. Hoffman, Y. Knyazikhin, J. L. Privette, J. Glassy, Y. Tian, Y. Wang, X. Song, Y. Zhang, G. R. Smith, A. Lotsch, M. Friedl, J. T. Morisette, P. Votava, R. R. Nemani, and S. W. Running. 2002. “Global Products of Vegetation Leaf Area and Fraction Absorbed PAR from Year One of MODIS Data.” Remote Sensing of Environment 83(1–2): 214–231.
  • Nightingale, J. M., N. C. Coops, R. H. Waring, and W. W. Hargrove. 2007. “Comparison of MODIS Gross Primary Production Estimates for Forests Across the U.S.A. with Those Generated by a Simple Process Model, 3-PGS.” Remote Sensing of Environment 109: 500–509.
  • Potter, C. S., J. T. Randerson, C. B. Field, P. A. Matson, P. M. Vitousek, H. A. Mooney, and S. A. Klooster. 1993. “Terrestrial Ecosystem Production: A Process Model Based on Global Satellite and Surface Data.” Global Biogeochemical Cycles 7: 811–841.
  • Reichstein, M., E. Falge, D. Baldocchi, D. Papale, M. Aubinet, P. Berbigier, C. Bernhofer, N. Buchmann, T. Gilmanov, A. Granier, A. Grünwald, T. Havránková, H. Ilvesniemi, D. Janous, A. Knohl, T. Laurila, A. Lohila, D. Loustau, G. Matteucci, T. Meyers, F. Miglietta, J. M. Ourcival, J. Pumpanen, S. Rambal, E. Rotenberg, M. Sanz, J. Tenhunen, G. Seufert, F. Vaccari, T. Vesala, D. Yakir, and R. Valentini. 2005. “On the Separation of Net Ecosystem Exchange Into Assimilation and Ecosystem Respiration: Review and Improved Algorithm.” Global Change Biology 11: 1424–1439.
  • Roujean, J. L., and F. M. Breon. 1995. “Estimating PAR Absorbed by Vegetation From Bidirectional Reflectance Measurements.” Remote Sensing of Environment 51: 375–384.
  • Ruimy, A., G. Dedieu, and B. Saugier. 1996. “TURC: A Diagnostic Model of Continental Gross Primary Productivity and Net Primary Productivity.” Global Biogeochemical Cycles 10: 296–285.
  • Ruimy, A., B. Saugier, and G. Dedieu. 1994. “Methodology for the Estimation of Terrestrial Net Primary Production from Remotely Sensed Data.” Journal of Geophysical Research 99: 5263–5283.
  • Running, S. W., R. R. Nemani, F. A. Heinsch, M. Zhao, M. Reeves, and H. Hashimoto. 2004. “A Continuous Satellite-Derived Measure of Global Terrestrial Primary Production.” BioScience 54: 547–560.
  • Running, S. W., P. E. Thornton, R. Nemani, and M. J. Glassy. 2000. “Global Terrestrial Gross and Net Primary Productivity from Earth Observing System.” In Methods in Ecosystem Science, edited by E. O. Sala, R. B. Jackson, H. A. Mooney, and W. R. Howarth, 44–57. New York: Springer-Verlag.
  • Schmid, H. P., C. Grimmond, B. Susan, F. Cropley, B. Offerle, and H. B. Su. 2000. “Measurements of CO2 and Energy Fluxes over a Mixed Hardwood Forest in the Mid-Western United States.” Agricultural and Forest Meteorology 103: 357–374.
  • Seixas, J., N. Carvalhais, C. Nunes, and A. Benali. 2009. “Comparative Analysis of MODIS-FAPAR and MERIS–MGVI Datasets: Potential Impacts on Ecosystem Modeling.” Remote Sensing of Environment 113: 2547–2559.
  • Shabanov, N. V., D. Huang, W. Z. Yang, B. Tan, Y. Knyazikhin, R. B. Myneni, D. E. Ahl, S. T. Gower, A. R. Huete, L. Aragao, and Y. E. Shimabukuro. 2005. “Analysis and Optimization of the MODIS Leaf Area Index Algorithm Retrievals over Broadleaf Forests.” IEEE Transactions on Geoscience and Remote Sensing 43: 1855–1865.
  • Song, J., K. Liao, R. L. Coulter, and B. M. Lesht. 2005. “Climatology of the Low-Level Jet at the Southern Great Plains Atmospheric Boundary Layer Experiments Site.” Journal of Applied Meteorology 44: 1593–1606.
  • Turner, D. P., W. D. Ritts, W. B. Cohen, S. T. Gower, S. W. Running, M. Zhao, M. H. Costa, A. A. Kirschbaum, J. M. Ham, S. R. Saleska, and D. E. Ahl. 2006. “Evaluation of MODIS NPP and GPP Products Across Multiple Biomes.” Remote Sensing of Environment 102: 282–292.
  • Van Der Werf, G. R., J. T. Randerson, G. J. Collatz, and L. Giglio. 2003. “Carbon Emissions from Fires in Tropical and Subtropical Ecosystems.” Global Change Biology 9: 547–562.
  • Verhoef, W. 1984. “Light Scattering by Leaf Layers with Application to Canopy Reflectance Modelling: The SAIL Model.” Remote Sensing of Environment 16: 125–141.
  • Verma, S. B., A. Dobermann, K. G. Cassman, D. T. Walters, J. M. Knops, T. J. Arkebauer, A. E. Suyker, G. G. Burba, B. Amos, H. Yang, D. Ginting, K. G. Hubbard, A. A. Gitelson, E. A. Walter-Shea. 2005. “Annual Carbon Dioxide Exchange in Irrigated and Rainfed Maize-Based Agroecosystems.” Agricultural and Forest Meteorology 131: 77–96.
  • Veroustraete, F., H. Sabbe, and H. Eerens. 2002. “Estimation of Carbon Mass Fluxes Over Europe Using the C-Fix Model and Euroflux Data.” Remote Sensing of Environment 83: 376–399.
  • Wang, W., J. Dungan, H. Hashimoto, A. R. Michaelis, C. Milesi, K. Ichii, and R. R. Nemani. 2011. “Diagnosing and Assessing Uncertainties of Terrestrial Ecosystem Models in a Multimodel Ensemble Experiment: 1. Primary Production.” Global Change Biology 17: 1350–1366.
  • Waring, R. H., J. J. Landsberg, and M. Williams. 1998. “Net Primary Production of Forests: A Constant Fraction of Gross Primary Production?” Tree Physiology 18: 129–134.
  • Weiss, M., F. Baret, S. Garrigues, and R. Lacaze. 2007. “LAI and ƒAPAR CYCLOPES Global Products Derived from Vegetation. Part 2: Validation and Comparison with MODIS Collection 4 Products.” Remote Sensing of Environment 110: 317–331.
  • Xiao, J., Q. Zhuang, B. E. Law, D. D. Baldocchi, J. Chen, A. D. Richardson, J. M. Melillo, K. J. Davis, D. Y. Hollinger, S. Wharton, R. Oren, A. Noormets, M. L. Fischer, S. B. Verma, D. R. Cook, G. Sun, S. McNulty, S. C. Wofsy, P.V. Bolstad, S. P. Burns, P. S. Curtis, B. G. Drake, M. Falk, D. R. Foster, L. Gu, J. L. Hadley, G. G. Katul, M. Litvak, S. Ma, T. A. Martin, R. Matamala, T. P. Meyers, R. K. Monson, J. W. Munger, W. C. Oechel, U. K. T. Paw, H. P. Schmid, R. L. Scott, G. Starr, A. E. Suyker, and M. S. Torn. 2011. “Assessing Net Ecosystem Carbon Exchange of U.S. Terrestrial Ecosystems by Integrating Eddy Covariance Flux Measurements and Satellite Observations.” Agricultural and Forest Meteorology 151(1): 60–69.
  • Yuan, W., S. Liu, G. Zhou, G. Zhou, L. L. Tieszen, D. Baldocchi, C. Bernhofer, H. Gholz, A. H. Goldstein, M. L. Goulden, D. Y. Hollinger, Y. Hu, B. E. Law, P. C. Stoy, T. Vesala, and S. C. Wofsy. 2007. “Deriving a Light Use Efficiency Model From Eddy Covariance Flux Data for Predicting Daily Gross Primary Production Across Biomes.” Agricultural and Forest Meteorology 143(3–4): 189–207.
  • Zhuang, Q., A. D. McGuire, J. M. Melillo, J. S. Clein, R. J. Dargaville, D. W. Kicklighter, R. B. Myneni, J. Dong, V. E. Romanovsky, J. Harden, and J. E. Hobbie. 2003. “Carbon Cycling in Extratropical Terrestrial Ecosystems of the Northern Hemisphere During the 20th Century: A Modeling Analysis of the Influences of Soil Thermal Dynamics.” Tellus B 55: 751–776.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.