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Variability in Light-Use Efficiency for Gross Primary Productivity on Great Plains Grasslands

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Abstract

Gross primary productivity (GPP) often is estimated at regional and global scales by multiplying the amount of photosynthetically active radiation (PAR) absorbed by the plant canopy (PARa) by light-use efficiency (ε g ; GPP/PARa). Mass flux techniques are being used to calculate ε g . Flux-based estimates of ε g depend partly on how PAR absorption by plants is modeled as a function of leaf area index (LAI). We used CO2 flux measurements from three native grasslands in the Great Plains of USA to determine how varying the value of the radiation extinction coefficient (k) that is used to calculate PARa from LAI affected variability in estimates of ε g for each week. The slope of linear GPP–PARa regression, an index of ε g , differed significantly among the 18 site-years of data, indicating that inter-annual differences in ε g contributed to the overall variability in ε g values. GPP–PARa slopes differed among years and sites regardless of whether k was assigned a fixed value or varied as an exponential function of LAI. Permitting k to change with LAI reduced overall variability in ε g , reduced the slope of a negative linear regression between seasonal means of ε g and potential evapotranspiration (PET), and clarified the contribution of inter-annual differences in precipitation to variation in ε g . Our results imply that greater attention be given to defining dynamics of the k coefficient for ecosystems with low LAI and that PET and precipitation be used to constrain the ε g values employed in light-use efficiency algorithms to calculate GPP for Great Plains grasslands.

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References

  • Angell R, Svejcar T, Bates J, Saliendra NZ, Johnson DA. 2001. Bowen ratio and closed chamber carbon dioxide flux measurements over sagebrush steppe vegetation. Agric For Meteorol 108:153–61.

    Article  Google Scholar 

  • Barr AG, Black TA, Hogg EH, Griffis TJ, Morgenstern K, Kljun N, Theede A, Nesic Z. 2007. Climatic controls on the carbon and water balances of a boreal aspen forest, 1994–2003. Glob Chang Biol 13:561–76.

    Article  Google Scholar 

  • Chapin FS III, Matson PA, Mooney HA. 2002. Principles of terrestrial ecosystem ecology. New York, Berlin, Heidelberg: Springer. 436 p

    Google Scholar 

  • Davidson EA, Janssens IA, Luo Y. 2006. On the variability of respiration in terrestrial ecosystems: moving beyond Q10. Glob Chang Biol 12:154–64.

    Article  Google Scholar 

  • Drolet GG, Middleton EM, Huemmrich KF, Hall FG, Amiro BD, Barr AG, Black TA, McCaughey JH, Margolis HA. 2008. Regional mapping of gross light-use efficiency using MODIS spectral indices. Remote Sens Environ 112:3064–78.

    Article  Google Scholar 

  • Dugas WA, Heuer ML, Mayeux HS. 1999. Carbon dioxide fluxes over Bermuda grass, native prairie, and sorghum. Agric For Meteorol 93:121–39.

    Article  Google Scholar 

  • Flanagan LB, Wever LA, Carlson PJ. 2002. Seasonal and interannual variation in carbon dioxide exchange and carbon balance in a northern temperate grassland. Glob Chang Biol 8:599–615.

    Article  Google Scholar 

  • Frank AB. 2002. Carbon dioxide fluxes over a grazed prairie and seeded pasture in the Northern Great Plains. Environ Pollut 116:397–403.

    Article  CAS  PubMed  Google Scholar 

  • Frank AB, Sims PL, Bradford JA, Mielnick PC, Dugas WA, Mayeux HS. 2001. Carbon dioxide fluxes over three Great Plains Grasslands. In: Follett RF, Kimble JM, Lal R, Eds. The potential of US grazing lands to sequester carbon and mitigate the greenhouse effect. Boca Raton (FL): CRC Press. p 167–88.

    Google Scholar 

  • Gilmanov TG, Tieszen LL, Wylie BK, Flanagan LB, Frank AB, Haferkamp MR, Meyers TP, Morgan JA. 2005. Integration of CO2 flux and remotely-sensed data for primary production and ecosystem respiration analyses in the Northern Great Plains: potential for quantitative spatial extrapolation. Glob Ecol Biogeogr 14:271–92.

    Article  Google Scholar 

  • Gower ST, Kucharik CJ, Norman JM. 1999. Direct and indirect estimation of leaf area index, fPARa, and net primary production of terrestrial ecosystems. Remote Sens Environ 70:29–51.

    Article  Google Scholar 

  • Hui D, Luo Y, Katul G. 2003. Partitioning interannual variability in net ecosystem exchange between climatic variability and functional change. Tree Physiol 23:433–42.

    PubMed  Google Scholar 

  • Irmak S, Mutiibwa D. 2008. Dynamics of photosynthetic photon flux density and light extinction coefficient to assess radiant energy interactions for maize canopy. Trans ASABE 51:1663–73.

    Google Scholar 

  • Kiniry JR, Burson BL, Evers GW, Williams JR, Sanchez H, Wade C, Featherston JW, Greenwade J. 2007. Coastal bermudagrass, bahiagrass, and native range simulation for diverse sites in Texas. Agron J 99:450–61.

    Article  Google Scholar 

  • Nouvellon Y, Bégué A, Moran MS, Seen DL, Rambal S, Luquet D, Chehbouni G, Inoue Y. 2000a. PAR extinction in shortgrass ecosystems: effects of clumping, sky conditions and soil albedo. Agric For Meteorol 105:21–41.

    Article  Google Scholar 

  • Nouvellon Y, Seen DL, Rambal S, Begue A, Moran MS, Kerr Y, Qi J. 2000b. Time course of radiation use efficiency in a shortgrass ecosystem: consequences for remotely sensed estimation of primary production. Remote Sens Environ 71:43–55.

    Article  Google Scholar 

  • Polley HW, Mielnick PC, Dugas WA, Johnson HB, Sanabria J. 2006. Increasing CO2 from subambient to elevated concentrations increases grassland respiration per unit of net carbon fixation. Glob Chang Biol 12:1390–9.

    Article  Google Scholar 

  • Polley HW, Emmerich W, Bradford JA, Sims PL, Johnson DA, Saliendra NZ, Svejcar T, Angell R, Frank AB, Phillips RL, Snyder KA, Morgan JA. 2010a. Physiological and environmental regulation of interannual variability in CO2 exchange on rangelands in the western United States. Glob Chang Biol 16:990–1002.

    Article  Google Scholar 

  • Polley HW, Emmerich W, Bradford JA, Sims PL, Johnson DA, Saliendra NZ, Svejcar T, Angell R, Frank AB, Phillips RL, Snyder KA, Morgan JA, Sanabria J, Mielnick PC, Dugas WA. 2010b. Precipitation regulates the response of net ecosystem CO2 exchange to environmental variation on US rangelands. Rangel Ecol Manag 63:176–86.

    Article  Google Scholar 

  • Reichstein M, Falge E, Baldocchi D, Papale D, Aubinet M, Berbigier P, Bernhofer C, Buchmann N, Gilmanov T, Granier A, Grünwald T, Havráknová K, Ilvesniemi H, Janous D, Knohl A, Laurila T, Lohila A, Loustau D, Matteucci G, Meyers T, Miglietta F, Ourcival J-M, Pumpanen J, Rambal S, Rotenberg E, Sanz M, Tenhunen J, Seufert G, Vaccari F, Vesala T, Yakir D, Valentini R. 2005. On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm. Glob Chang Biol 11:1424–39.

    Article  Google Scholar 

  • Ruimy A, Kergoat L, Bondeau A. 1999. Comparing global models of terrestrial net primary productivity (NPP): analysis of differences in light absorption and light-use efficiency. Glob Chang Biol 5:56–64.

    Article  Google Scholar 

  • Running SW, Nemani RR, Heinsch FA, Zhoa M, Reeves M, Hashimoto H. 2004. A continuous satellite-derived measure of global terrestrial primary production. Bioscience 54:547–60.

    Article  Google Scholar 

  • Schwalm CR, Black TA, Amiro BD, Arain MA, Barr AG, Bourque CP-A, Dunn AL, Flanagan LB, Giasson M-A, Lafleur PM, Margolis HA, McCaughey JH, Orchansky AL, Wofsy SC. 2006. Photosynthetic light use efficiency of three biomes across an east-west continental-scale transect in Canada. Agric For Meteorol 140:269–86.

    Article  Google Scholar 

  • Shaver GR, Street LE, Rastetter EB, Van Wijk MT, Williams M. 2007. Functional convergence in regulation of net CO2 flux in heterogeneous tundra landscapes in Alaska and Sweden. J Ecol 95:802–17.

    Article  Google Scholar 

  • Sims PL, Singh JS, Lauenroth WK. 1978. The structure and function of ten western North American grasslands I. Abiotic and vegetational characteristics. J Ecol 66:251–85.

    Article  Google Scholar 

  • Stephenson NL. 1990. Climatic control of vegetation distribution: the role of the water balance. Am Nat 135:649–70.

    Article  Google Scholar 

  • Svejcar T, Angell R, Bradford JA, Dugas W, Emmerich W, Frank AB, Gilmanov T, Haferkamp M, Johnson DA, Mayeux H, Mielnick P, Morgan J, Saliendra NZ, Schuman GE, Sims PL, Snyder K. 2008. Carbon fluxes on North American rangelands. Rangel Ecol Manag 61:465–74.

    Article  Google Scholar 

  • Tahiri AZ, Anyoji H, Yasuda H. 2006. Fixed and variable light extinction coefficients for estimating plant transpiration and soil evaporation under irrigated maize. Agric Water Manage 84:186–92.

    Article  Google Scholar 

  • Turner DP, Urbanski S, Bremer D, Wofsy SC, Meyers T, Gower ST, Gregory M. 2003. A cross-biome comparison of daily light use efficiency for gross primary production. Glob Chang Biol 9:383–95.

    Article  Google Scholar 

  • Veroustraete F, Sabbe H, Eerens H. 2002. Estimation of carbon mass fluxes over Europe using the C-Fix model and Euroflux data. Remote Sens Environ 83:376–99.

    Article  Google Scholar 

  • Webb EK, Pearman GI, Leuning R. 1980. Correction of flux measurements for density effects due to heat and water vapor transfer. Q J Roy Meteorol Soc 106:85–100.

    Article  Google Scholar 

  • Wolf A, Saliendra N, Akshalov K, Johnson DA, Laca E. 2008. Effects of different eddy covariance correction schemes on energy balance closure and comparisons with the modified Bowen ratio system. Agric For Meteorol 148:942–52.

    Article  Google Scholar 

  • Xu L, Baldocchi DD. 2004. Seasonal variation in carbon dioxide exchange over a Mediterranean annual grassland in California. Agric For Meteorol 123:79–96.

    Article  Google Scholar 

  • Yuan W, Liu S, Zhou G, Zhou G, Tieszen LL, Baldocchi D, Bernhofer C, Gholz H, Goldstein AH, Goulden ML, Hollinger DY, Hu Y, Law BE, Stoy PC, Vesala T, Wofsy SC. 2007. Deriving a light use efficiency model from eddy covariance flux data for predicting daily gross primary production across biomes. Agric For Meteorol 143:189–207.

    Article  Google Scholar 

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Acknowledgment

Douglas Johnson and Lewis Ziska provided helpful reviews of the manuscript.

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Correspondence to H. Wayne Polley.

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Author Contributions

WP conceived study, analyzed data, and wrote the article. RP, AF, JB, PS, and JM performed research. JK contributed new methods and analyzed data.

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Polley, H.W., Phillips, R.L., Frank, A.B. et al. Variability in Light-Use Efficiency for Gross Primary Productivity on Great Plains Grasslands. Ecosystems 14, 15–27 (2011). https://doi.org/10.1007/s10021-010-9389-3

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  • DOI: https://doi.org/10.1007/s10021-010-9389-3

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