1,351
Views
19
CrossRef citations to date
0
Altmetric
Original Research Articles

Close relationship between spectral vegetation indices and Vcmax in deciduous and mixed forests

, , , , , , & show all
Article: 23279 | Received 06 Nov 2013, Accepted 09 Mar 2014, Published online: 15 Apr 2014

References

  • Aalto T. , Ciais P. , Chevillard A. , Moulin C . Optimal determination of the parameters controlling biospheric CO2 fluxes over Europe using eddy covariance fluxes and satellite NDVI measurements. Tellus B. 2004; 56: 93–104.
  • Ball J. T. , Woodrow I. E. , Berry J. A . Biggins J . A model predicting stomatal conductance and its contribution to the control of photosynthesis under different environmental conditions. Progress in Photosynthetic Research. 1987; Dordrecht: Martinus Nijhoff Publishers. 221–224.
  • Bonan G. B . Land atmosphere CO2 exchange simulated by a land-surface process model coupled to an atmospheric general-circulation model. J. Geophys. Res. Atmos. 1995; 100: 2817–2831.
  • Carter G. A . Reflectance wavebands and indices for remote estimation of photosynthesis and stomatal conductance in pine canopies. Rem. Sens. Environ. 1998; 63: 61–72.
  • Chen J. M. , Deng F. , Chen M . Locally adjusted cubic-spline capping for reconstructing seasonal trajectories of a satellite-derived surface parameter. IEEE Trans. Geosci. Rem. Sens. 2006; 44: 2230–2238.
  • Chen J. M. , Liu J. , Cihlar J. , Goulden M. L . Daily canopy photosynthesis model through temporal and spatial scaling for remote sensing applications. Ecol. Model. 1999; 124: 99–119.
  • Chen J. M. , Mo G. , Pisek J. , Liu J. , Deng F. , co-authors . Effects of foliage clumping on global terrestrial gross primary productivity. Global Biogeochem. Cy. 2012; 26: 1019.
  • Choudhury B. J . Estimating gross photosynthesis using satellite and ancillary data: approach and preliminary results. Rem. Sens. Environ. 2001; 75: 1–21.
  • Curtis P. S. , Vogel C. S. , Gough C. M. , Schmid H. P. , Su H. B. , co-authors . Respiratory carbon losses and the carbon-use efficiency of a northern hardwood forest, 1999–2003. New Phytol. 2005; 167: 437–455.
  • Dash J. , Curran P. J . The MERIS terrestrial chlorophyll index. Int. J. Rem. Sens. 2004; 25(23): 5403–5413.
  • Desai A. R. , Richardson A. D. , Moffat A. M. , Kattge J. , Hollinger D. Y. , co-authors . Cross-site evaluation of eddy covariance GPP and RE decomposition techniques. Agr. Forest Meteorol. 2008; 148: 821–838.
  • Dobrowski S. Z. , Pushnik J. C. , Zarco-Tejada P. J. , Ustin S. L . Simple reflectance indices track heat and water stress-induced changes in steady-state chlorophyll fluorescence at the canopy scale. Rem. Sens. Environ. 2005; 97: 403–414.
  • Elbers J. A. , Jacobs C. M. J. , Kruijt B. , Jans W. W. P. , Moors E. J . Assessing the uncertainty of estimated annual totals of net ecosystem productivity: a practical approach applied to a mid latitude temperate pine forest. Agr. Forest Meteorol. 2011; 151: 1823–1830.
  • Falge E. , Baldocchi D. , Olson R. , Anthoni P. , Aubinet M. , co-authors . Gap filling strategies for long term energy flux data sets. Agr. Forest Meteorol. 2001a; 107: 71–77.
  • Falge E. , Baldocchi D. , Olson R. , Anthoni P. , Aubinet M. , co-authors . Gap filling strategies for defensible annual sums of net ecosystem exchange. Agr. Forest Meteorol. 2001b; 107: 43–69.
  • Fan Y. Z. , Zhong Z. M. , Zhang X. Z . Determination of photosynthetic parameters Vcmax and Jmax for a C3 plant (spring hulless barley) at two altitudes on the Tibetan Plateau. Agr. Forest Meteorol. 2011; 151(12): 1481–1487.
  • Farquhar G. D. , Caemmerer S. V. , Berry J. A . A biochemical-model of photosynthetic CO2 assimilation in leaves of C3 species. Planta. 1980; 149: 78–90.
  • Field C. B. , Randerson J. T. , Malmstrom C. M . Global net primary production-combining ecology and remote-sensing. Rem. Sens. Environ. 1995; 51: 74–88.
  • Gamon J. A. , Field C. B. , Goulden M. L. , Griffin K. L. , Hartley A. E. , co-authors . Relationships between NDVI, canopy structure, and photosynthesis in 3 Californian vegetation types. Ecol. Appl. 1995; 5: 28–41.
  • Gamon J. A. , Surfus J. S . Assessing leaf pigment content and activity with a reflectometer. New Phytol. 1999; 143: 105–117.
  • Gitelson A. A. , Gurlin D. , Moses W. J. , Barrow T . A bio-optical algorithm for the remote estimation of the chlorophyll-a concentration in case 2 waters. Environ. Res. Lett. 2009; 4: 045003.
  • Gough C. M. , Hardiman B. S. , Nave L. E. , Bohrer G. , Maurer K. D. , co-authors . Sustained carbon uptake and storage following moderate disturbance in a Great Lakes forest. Ecol. Appl. 2013; 23: 1202–1215.
  • Gough C. M. , Vogel C. S. , Schmid H. P. , Su H. B. , Curtis P. S . Multi-year convergence of biometric and meteorological estimates of forest carbon storage. Agr. Forest Meteorol. 2008; 148: 158–170.
  • Goulden M. L. , Munger J. W. , Fan S. M. , Daube B. C. , Wofsy S. C . Measurements of carbon sequestration by long-term eddy covariance: methods and a critical evaluation of accuracy. Global Change Biol. 1996; 2: 169–182.
  • Gower S. T. , Vogel J. G. , Norman J. M. , Kucharik C. J. , Steele S. J. , co-authors . Carbon distribution and aboveground net primary production in aspen, jack pine, and black spruce stands in Saskatchewan and Manitoba, Canada. J. Geophys. Res. Atmos. 1997; 102: 29029–29041.
  • Grant R. F. , Zhang Y. , Yuan F. , Wang S. , Hanson P. J. , co-authors . Intercomparison of techniques to model water stress effects on CO2 and energy exchange in temperate and boreal deciduous forests. Ecol. Model. 2006; 196(3–4): 289–312.
  • Grassi G. , Vicinelli E. , Ponti F. , Cantoni L. , Magnani F . Seasonal and interannual variability of photosynthetic capacity in relation to leaf nitrogen in a deciduous forest plantation in northern Italy. Tree Physiol. 2005; 25: 349–360.
  • Guan D. X. , Wu J. B. , Zhao X. S. , Han S. J. , Yu G. R. , co-authors . CO2 fluxes over an old, temperate mixed forest in northeastern China. Agr. Forest Meteorol. 2006; 137: 138–149.
  • Harris A. , Dash J . The potential of the MERIS Terrestrial Chlorophyll Index for carbon flux estimation. Rem. Sens. Environ. 2010; 114: 1856–1862.
  • Hoffmann F . FAGUS, A model for growth and development of beech. Ecol. Model. 1995; 83: 327–348.
  • Horn J. E. , Schulz K . Identification of a general light use efficiency model for gross primary production. Biogeosciences. 2011; 8: 999–1021.
  • Houborg R. , Cescatti A. , Migliavacca M. , Kustas W. P . Satellite retrievals of leaf chlorophyll and photosynthetic capacity for improved modeling of GPP. Agr. Forest Meteorol. 2013; 177: 10–23.
  • Jin P. , Wang Q. , Iio A. , Tenhunen J . Retrieval of seasonal variation in photosynthetic capacity from multi-source vegetation indices. Ecol. Informat. 2012; 7: 7–18.
  • Ju W. , Chen J. M. , Black T. A. , Barr A. G. , Liu J. , co-authors . Modelling multi-year coupled carbon and water fluxes in a boreal aspen forest. Agr. Forest Meteorol. 2006; 140: 136–151.
  • Ju W. , Wang S. , Yu G. , Zhou Y. , Wang H . Modeling the impact of drought on canopy carbon and water fluxes for a subtropical evergreen coniferous plantation in southern China through parameter optimization using an ensemble Kalman filter. Biogeosciences. 2010; 7: 845–857.
  • Keenan T. , Garcia R. , Friend A. D. , Zaehle S. , Gracia C. , co-authors . Improved understanding of drought controls on seasonal variation in Mediterranean forest canopy CO2 and water fluxes through combined in situ measurements and ecosystem modelling. Biogeosciences. 2009; 6: 1423–1444.
  • Kimball J. S. , Keyser A. R. , Running S. W. , Saatchi S. S . Regional assessment of boreal forest productivity using an ecological process model and remote sensing parameter maps. Tree Physiol. 2000; 20: 761–775.
  • Kosugi Y. , Shibata S. , Kobashi S . Parameterization of the CO2 and H2O gas exchange of several temperate deciduous broadleaved trees at the leaf scale considering seasonal changes. Plant Cell Environ. 2003; 26: 285–301.
  • Kosugi Y. , Matsuo N . Seasonal fluctuations and temperature dependence of leaf gas exchange parameters of co-occurring evergreen and deciduous trees in a temperate broad-leaved forest. Tree Physiol. 2006; 26: 1173–1184.
  • Krishnan P. , Black T. A. , Grant N. J. , Barr A. G. , Hogg E. H. , co-authors . Impact of changing soil moisture distribution on net ecosystem productivity of a boreal aspen forest during and following drought. Agr. Forest Meteorol. 2006; 139: 208–223.
  • Lasslop G. , Reichstein M. , Kattge J. , Papale D . Influences of observation errors in eddy flux data on inverse model parameter estimation. Biogeosciences. 2008; 5: 1311–1324.
  • Lloyd J. , Taylor J. A . On the temperature-dependence of soil respiration. Funct. Ecol. 1994; 8: 315–323.
  • Lu X. , Kicklighter D. W. , Melillo J. M. , Yang P. , Rosenzweig B. , co-authors . A contemporary carbon balance for the Northeast region of the United States. Environ. Sci. Tech. 2013; 47(23): 13230–13238.
  • Mi N. , Yu G. R. , Wang P. X. , Wen X. F. , Sun X. M . A preliminary study for spatial representiveness of flux observation at ChinaFLUX sites. Sci. China Earth. Sci. 2006; 49: 24–35.
  • Misson L. , Tu K. P. , Boniello R. A. , Goldstein A. H . Seasonality of photosynthetic parameters in a multi-specific and vertically complex forest ecosystem in the Sierra Nevada of California. Tree Physiol. 2006; 26: 729–741.
  • Mo X. , Chen J. M. , Ju W. , Black T. A . Optimization of ecosystem model parameters through assimilating eddy covariance flux data with an ensemble Kalman filter. Ecol. Model. 2008; 217: 157–173.
  • Moradkhani H. , Sorooshian S. , Gupta H. V. , Houser P. R . Dual state-parameter estimation of hydrological models using ensemble Kalman filter. Adv. Water Resour. 2005; 28: 135–147.
  • Muraoka H. , Noda H. M. , Nagai S. , Motohka T. , Saitoh T. M. , co-authors . Spectral vegetation indices as the indicator of canopy photosynthetic productivity in a deciduous broadleaf forest. J. Plant Ecol. 2012; 6: 393–407.
  • Reichstein M. , Tenhunen J. , Roupsard O. , Ourcival J. M. , Rambal S. , co-authors . Inverse modeling of seasonal drought effects on canopy CO2/H2O exchange in three Mediterranean ecosystems. J. Geophys. Res. Atmos. 2003; 108: D23, 4726.
  • Richardson A. D. , Mahecha M. D. , Falge E. , Kattge J. , Moffat A. M. , co-authors . Statistical properties of random CO2 flux measurement uncertainty inferred from model residuals. Agr. Forest Meteorol. 2008; 148: 38–50.
  • Running S. W. , Coughlan J. C . A general-model of forest ecosystem processes for regional applications 1. hydrologic balance, canopy gas-exchange and primary production processes. Ecol. Model. 1988; 42: 125–154.
  • Santaren D. , Peylin P. , Viovy N. , Ciais P . Optimizing a process-based ecosystem model with eddy-covariance flux measurements: a pine forest in southern France. Global Biogeochem. Cy. 2007; 21: GB2013.
  • Schaefer K. , Schwalm C. R. , Williams C. , Arain M. A. , Barr A. , co-authors . A model-data comparison of gross primary productivity: results from the North American Carbon Program site synthesis. J. Geophys. Res. 2012; 117: 03010.
  • Sellers P. J. , Berry J. A. , Collatz G. J. , Field C. B. , Hall F. G . Canopy reflectance, photosynthesis, and transpiration. III. A reanalysis using improved leaf models and a new canopy integration scheme. Rem. Sens. Environ. 1992; 42: 187–216.
  • Sellers P. J. , Dickinson R. E. , Randall D. A. , Betts A. K. , Hall F. G. , co-authors . Modeling the exchanges of energy, water, and carbon between continents and the atmosphere. Science. 1997; 275: 502–509.
  • Shen M. G. , Tang Y. H. , Desai A. R. , Gough C. , Chen J . Can EVI-derived land-surface phenology be used as a surrogate for phenology of canopy photosynthesis?. Int. J. Rem. Sens. 2014; 35(3): 1162–1174.
  • Stickan W. , Gansert D. , Neemann G. , Rees U . Modeling the influence of climatic variability on carbon and water budgets of beech saplings (Fagus sylvatica L.) based on field data. Ecol. Model. 1994; 75: 331–343.
  • Tu K . Modeling Plant–Soil–Atmosphere CO2 Exchange Using Optimality Principles.
  • Vonstamm S . 1994. Linked stomata and photosynthesis model for Corylus avellana (hazel). Ecol. Model. 75, 345–357..
  • Wang Q. , Iio A. , Kakubari Y . Broadband simple ratio closely traced seasonal trajectory of canopy photosynthetic capacity. Geophys. Res. Lett. 2008a; 35: L07401.
  • Wang Q. , Iio A. , Tenhunen J. , Kakubari Y . Annual and seasonal variations in photosynthetic capacity of Fagus crenata along an elevation gradient in the Naeba Mountains, Japan. Tree Physiol. 2008b; 28: 277–285.
  • Wang Q. , Tenhunen J. , Dinh N. Q. , Reichstein M. , Vesala T. , co-authors . Similarities in ground- and satellite-based NDVI time series and their relationship to physiological activity of a Scots pine forest in Finland. Rem. Sens. Environ. 2004a; 93: 225–237.
  • Wang Q. , Tenhunen J. , Falge E. , Bernhofer C. , Granier A. , co-authors . Simulation and scaling of temporal variation in gross primary production for coniferous and deciduous temperate forests. Global Change Biol. 2004b; 10: 37–51.
  • Wang Q. , Tenhunen J. , Vesala T . Correlated change in normalized difference vegetation index and the seasonal trajectory of photosynthetic capacity in a conifer stand. Int. J. Rem. Sens. 2009; 30: 983–1001.
  • Wang Y. P. , Baldocchi D. , Leuning R. , Falge E. , Vesala T . Estimating parameters in a land-surface model by applying nonlinear inversion to eddy covariance flux measurements from eight FLUXNET sites. Global Change Biol. 2007; 13: 652–670.
  • Wesely M. , Hart R . Hutchinson B. A. , Hicks B. B . Variability of short term eddy-correlation estimates of mass exchange. The Forest–Atmosphere Interaction. 1985; Springer, New York 591–612.
  • Wilson K. B. , Baldocchi D. D. , Hanson P. J . Spatial and seasonal variability of photosynthetic parameters and their relationship to leaf nitrogen in a deciduous forest. Tree Physiol. 2000; 20: 565–578.
  • Wilson K. B. , Baldocchi D. D. , Hanson P. J . Leaf age affects the seasonal pattern of photosynthetic capacity and net ecosystem exchange of carbon in a deciduous forest. Plant Cell Environ. 2001; 24: 571–583.
  • Xu L. K. , Baldocchi D. D . Seasonal trends in photosynthetic parameters and stomatal conductance of blue oak (Quercus douglasii) under prolonged summer drought and high temperature. Tree Physiol. 2003; 23: 865–877.
  • Yu G.-R. , Zhang L.-M. , Sun X.-M. , Fu Y.-L. , Wen X.-F. , co-authors . Environmental controls over carbon exchange of three forest ecosystems in eastern China. Global Change Biol. 2008; 14: 2555–2571.
  • Zhang J. , Hu Y. , Xiao X. , Chen P. , Han S. , co-authors . Satellite-based estimation of evapotranspiration of an old-growth temperate mixed forest. Agr. Forest Meteorol. 2009; 149: 976–984.
  • Zhang M . Simulation of Photosynthetic Productivity of the Canopy of Broad-Leaved and Korean-Pine Forest in Changbai Mountain. 2006; Beijing: Graduate University of Chinese Academy of Sciences. 44. PhD Thesis.