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Extrapolating leaf CO2 exchange to the canopy: a generalized model of forest photosynthesis compared with measurements by eddy correlation

  • Ecosystems Ecology
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Abstract

Over the last 4 years, two data sets have emerged which allow increased accuracy and resolution in the definition and validation of a photosynthesis model for whole forest canopies. The first is a greatly expanded set of data on the nitrogen-photosynthesis relationship for temperate and tropical woody species. The second is a unique set of long-term (4 year) daily carbon balance measurements at the Harvard Forest, Petersham, Massachusetts, collected by the eddy-correlation technique. A model (PhET-Day) is presented which is derived directly from, and validated against, these data sets. The PnET-Day model uses foliar nitrogen concentration to calculate maximum instantaneous rates of gross and net photosynthesis which are then reduced for suboptimal temperature, photosynthetically active radiation (PAR), and vapor pressure deficit (VPD). Predicted daily gross photosynthesis is closely related to gross carbon exchange at the Harvard Forest as determined by eddy-correlation measurements. Predictions made by the full canopy model were significantly better than those produced by a multiple linear regression model. Sensitivity analyses for this model for a deciduous broad-leaved forest showed results to be much more sensitive to parameters related to maximum leaf-level photosynthetic rate (A max) than to those related to light, temperature, VPD or total foliar mass. Aggregation analyses suggest that using monthly mean climatic data to drive the canopy model will give results similar to those achieved by averaging daily eddy correlation measurements of gross carbon exchange (GCE).

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References

  • Aber JD, Federer CA (1992) A generalized, lumped-parameter model of photosynthesis, evaporation and net primary production in temperate and boreal forest ecosystems. Oecologia 92: 463–474

    Google Scholar 

  • Aber JD, Wessman CA, Peterson DL, Melillo JM, Fownes JH (1990) Remote sensing of litter and soil organic matter decomposition in forest ecosystems. In: Hobbs RJ, Mooney HA (eds) Remote sensing of biosphere functioning. Springer, Berlin Heidelberg New York, pp 87–103

    Google Scholar 

  • Aber JD, Magill A, Boone R, Melillo JM, Steudler P, Bowden R (1993) Plant and soil responses to chronic nitrogen additions at the Harvard Forest, Massachusetts. Ecol Appl 3: 156–166

    Google Scholar 

  • Abrams MD, Schultz JC, Kleiner KW (1990) Ecophysiological responses in mesic versus xeric hardwood species to an early-season drought in central Pennsylvania. For Sci 36:970–981

    Google Scholar 

  • Baldocchi DD, Hicks BB, Meyers TP (1988) Measuring biosphere-atmosphere exchanges of biologically related gases with micrometeorological methods. Ecology 69: 1331–1340

    Google Scholar 

  • Bolstad PV, Gower ST (1990) Estimation of leaf area in fourteen southern Wisconsin forest stands using a portable radiometer. Tree Physiol 7: 115–224

    Google Scholar 

  • Bonan GB (1993) Physiological control on the carbon balance of boreal forest ecosystems. Can J For Res 23: 1453–1471

    Google Scholar 

  • Caldwell MM, Meister HP, Tenhunen JD, Lange OL (1986) Quercus coccifera in a Portuguese macchia: measurements in different canopy layers and simulation with a canopy model. Trees Struct Funct 1:25–41

    Google Scholar 

  • Dougherty PM (1977) Net carbon exchange characteristics of a dominant white oak tree (Quercus alba L.). Ph.D. Dissertation, University of Missouri

  • Ellsworth DS, Reich PB (1992) Leaf mass per area, nitrogen content and photosynthetic carbon gain in Acer saccharum seedlings in contrasting forest light environments. Funct Ecol 6: 423–435

    Google Scholar 

  • Ellsworth DS, Reich PB (1993) Canopy structure and vertical patterns of photosynthesis and related leaf traits in a deciduous forest. Oecologia 96: 169–178

    Google Scholar 

  • Fan S-M, Goulden ML, Munger JW, Daube BC, Bakwins PS, Wofsy SC, Amthor JS, Fitzjarrald DR, Moore KE, Moore TR (1995) Environmental controls on the photosynthesis and respiration of a boreal lichen woodland: a growing season of whole-ecosystem exchange measurements by eddy correlation. Oecologia (in press)

  • Field CJ, Mooney HA (1986) The photosynthesis-nitrogen relationship in wild plants. In: Givinish TJ (ed) On the economy of plant form and function. Cambridge University Press, New York pp 25–55

    Google Scholar 

  • Goulden ML, Munger JW, Fan S-M, Daube BC, Wofsy SC (1995) Measurements of carbon storage by long-term eddy correlation: methods and a critical evaluation of accuracy. Global Change Biol (in press)

  • Harrington RA, Brown BJ, Reich PB (1989) Ecophysiology of exotic and native shrubs in southern Wisconsin. I. Relationship of leaf characteristics, resource availability and phenology to seasonal patterns of carbon gain. Oecologia 80: 356–367

    Google Scholar 

  • Jarvis PG, Leverenz JW (1983) Productivity of temperate, deciduous and evergreen forests. In: Lange OL, Nobel PS, Osmond CB, Ziegler H (eds) Physiological plant ecology IV (Encyclopedia in plant physiology, NS, vol 12D). Springer, Berlin Heidelberg New York pp 233–280

    Google Scholar 

  • Kicklighter DW, Melillo JM, Peterjohn WT, Rastetter EB, McGuire AD, Steudler PA, Aber JD (1949) Aspects of spatial and temporal aggregation in stimating regional carbon dioxide fluxes from temperate forest soils. J Geophys Res 99(D1): 1303–1315

    Google Scholar 

  • Kira T, Shinozaki K, Hozumi K (1969) Structure of forest canopies as related to their primary productivity. Plant Cell Physiol 10:129–142

    Google Scholar 

  • Kruger EL, Reich PB (1993) Coppicing alters ecophysiology of Quercus rubra saplings in Wisconsin forest openings. Physiol Plant 89:741–750

    Google Scholar 

  • Leuning R, King KM (1992) Comparison of eddy-covariance measurements of CO2 fluxes by open- and closed-path CO2 analyzers. Boundary Layer Meteorol 59: 297–311

    Google Scholar 

  • Magill A, Aber JD, Hendricks JJ, Melillo JM, Steduler PA (1995) Plant and soil responses to 6 years of chronic nitrogen additions at the Harvard Forest, Petersham, MA. Ecol Appl (in press)

  • Martin ME, Aber JD (1995) Estimating forest canopy chemistry and ecosystem function from high resolution remote sensing data. Ecol Appl (in press)

  • McMillen RT (1988) An eddy correlation technique with extended applicability to non-simple terrain. Boundary Layer Meteorol 43: 231–245

    Google Scholar 

  • Monson RK, Grant MC (1989) Experimental studies of ponderosa pine. III. Differences in photosynthesis, stomatal conductance and water use efficiency between two genetic lines. Am J of Bot 76: 1041–1047

    Google Scholar 

  • Myneni RB, Hall FG, Sellers PJ, Marshak AL (1995) The interpretation of spectral vegetation indices. IEEE-IGARS (in press)

  • Ollinger SV, Aber JD, Federer CA, Lovett GM, Ellis J (1994) Modeling physical and chemiscal climatic variables across the northeastern U.U. for a Geographic Information System. US For Serv Gen Tech Rep (in press)

  • Pierce LL, Running SW (1988) Rapid estimation fo coniferous forest leaf area index using a portable integrating radiometer. Ecology 69: 1762–1767

    Google Scholar 

  • Reich PB, Hinkley TM (1980) Water relations, soil ecology fertility, and plant nutrient composition of a pygmy oak ecosystem 61: 400–416

  • Reich PB, Abrams MD, Ellsworth DS, Kruger EL, Tabone TJ (1990) Fire affects ecophysiology and community dynamics of central wisconsin oak forest regeneration. Ecology 71: 2179–2190

    Google Scholar 

  • Reich PB, Uhl C, Walters MB, Ellsworth DS (1991a) Leaf lifespan as a determinant of leaf structure and function among 23 Amazonian tree species. Oecologia 86: 16–24

    Google Scholar 

  • Reich PB, Walters MB, Ellsworth DS (1991b) Leaf age and season influence the relationship between leaf nitrogen leaf mass per area, and photosynthesis in maple and oak trees. Plant Cell Environ 14: 251–259

    Google Scholar 

  • Reich PB, Walters MB, Ellsworth DS (1992) Leaf life-span in relation to leaf, plant, and stand characteristics among diverse ecosystems. Ecol Monogr 63: 365–392

    Google Scholar 

  • Reich PB, Walters MB, Ellsworth DS, Uhl C (1994) Photosynthesis-nitrogen relations in Amazonian tree species. I. Patterns among species and communities. Oecologia 97: 62–72

    Google Scholar 

  • Reich PB, Kloeppel B, Ellsworth DS, Walters MB (1995) Different photosynthesis-nitrogen relations in deciduous hardwood and evergreen coniferous tree species. Oecologia (in press)

  • Running SW (1980) Environmental and physiological control of water flux through Pinus contorta. Can J For Res 10: 82–91

    Google Scholar 

  • Running SW, Coughlan JC (1988) A general model of forest ecosystem processes for regional applications. I. Hydrologic balance, canopy gas exchange and primary production processes. Ecol Model 42: 125–154

    Google Scholar 

  • Running SW, Gower St (1991) FOREST-BGC, a general model for forest ecosystem processes for regional applications. II. Dynamic carbon allocation and nitrogen budgets. Tree Physiol 9: 147–160

    Google Scholar 

  • Running SW, Hunt ER (1993) Generalization of a forest ecosystem process model for other biomes, BIOME-BGC, and an application for global-scale models. In: Ehleringer JR, Field CB (eds) Scaling physiological processes: leaf to globe. Academic Press, San Diego, pp 141–158

    Google Scholar 

  • Smith WH (1974) Air pollution — effects on the structure and function of temperate forest ecosystems. Environ Pollut 6: 111–129

    Google Scholar 

  • Verma SB (1990) Micrometeorological methods for measuring surface fluxes of mass and energy. Remote Sensing Rev 5: 99–115

    Google Scholar 

  • Walters MB, Kruger EL, Reich PB (1993) Relative growth rate in relation to physiological and morphological traits for northern hardwood tree seedlings: species, light environment and ontogenetic considerations. Oecologia 96: 219–231

    Google Scholar 

  • Waring RH, Law BE, Goulden ML, Bassow SL, McCreight RW, Wofsy SW, Bazzaz FA (1995) Scaling net photosynthesis at Harvard Forest with remote sensing: a comparison of estimates from a constrained quantum-use efficiency model and eddy correlation. Plant Cell Environ (in press)

  • Wofsy SC, Goulden ML, Munger JW, Fan S-M, Bakwin PS, Daube BC, Bassow SL, Bazzaz FA (1993) Net exchange of CO2 in a mid-latitude forest. Science 260: 1314–1317

    Google Scholar 

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Aber, J.D., Reich, P.B. & Goulden, M.L. Extrapolating leaf CO2 exchange to the canopy: a generalized model of forest photosynthesis compared with measurements by eddy correlation. Oecologia 106, 257–265 (1996). https://doi.org/10.1007/BF00328606

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  • DOI: https://doi.org/10.1007/BF00328606

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