Multi-year model analysis of GPP in a temperate beech forest in France

Ecological Modelling

Volumn 210, Issue 1-2, 2008, Pages 85-103

  Verbeeck, Hans ^a,b   Samson, Roeland ^a,b   Granier, André ^c   Montpied, Pierre ^c   Lemeur, Raoul ^a  

^a GHENT UNIVERSITY   (Belgium)

^b UNIVERSITY OF ANTWERP   (Belgium)

^c LERFoB   (France)

Author keywords

Eddy covariance; Farquhar model; FORUG; GPP; Interannual variability; Light response; Photosynthesis; Process model

Indexed keywords

CLIMATE CHANGE; COVARIANCE MATRIX; ECOSYSTEMS; ENVIRONMENTAL MANAGEMENT; FRANCE; MATHEMATICAL MODELS; PARAMETERIZATION; PHOTOSYNTHESIS; PRODUCTION;

EDDY COVARIANCE; FARQUHAR MODELS; INTERANNUAL VARIABILITY; LIGHT RESPONSE; PROCESS MODELS;

FORESTRY;

ANNUAL VARIATION; CLIMATE EFFECT; DECIDUOUS FOREST; ECOSYSTEM MODELING; EDDY COVARIANCE; LIGHT EFFECT; PHOTOSYNTHESIS; PRIMARY PRODUCTION;

ECOSYSTEMS; FAGUS; FORESTS; PHOTOSYNTHESIS;

FAGUS;

EID: 36049012347     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2007.07.010     Document Type: Article

References (87)

1. 2 exchange and evapotranspiration predicted by nine ecosystem process models: intermodel comparisons and relationships to field measurements. J. Geophys. Res. 106 (2001) 33623-33648
2. Aubinet M., Grelle A., Ibrom A., Rannik U., Moncrieff J., Foken T., Kowalski A.S., Martin P.H., Berbigier P., Bernhofer Ch., Clement R., Elbers J., Granier A., Grünwald T., Morgenstern K., Pilegaard K., Rebmann C., Snijders W., Valentini R., and Vesala T. Estimates of the annual net carbon and water exchange of European forests: the EUROFLUX methodology. Adv. Ecol. Res. 30 (2000) 113-175
3. 2. In: Mohren G.M.J., Kramer K., and Sabaté S. (Eds). Impacts of Global Change on Tree Physiology and Forest Ecosystems (1997), Kluwer Academic Publishers, Dordrecht, The Netherlands 15-25
4. Baldocchi D. An analytical solution for coupled leaf photosynthesis and stomatal conductance models. Tree Physiol. 14 (1994) 1069-1079
5. Baldocchi D.D., and Harley P.C. Scaling carbon dioxide and water vapour exchange fromleaf to canopy in a deciduous forest. Part II. Model testing and application. Plant Cell Environ. 18 (1995) 1157-1173
6. 2 and water vapor exchange of a temperate broadleaved forest across hourly to decadal time scales. Ecol. Model. 142 (2001) 155-184
7. Baldocchi D.D., Wilson K.B., and Gu L. How the environment, canopy structure and canopy physiological functioning influence carbon, water and energy fluxes of a temperate broad-leaved deciduous forest-an assessment with the biophysical model CANOAK. Tree Physiol. 22 (2002) 1065-1077
8. Ball J.T., Woodrow I.E., and Berry J.A. A model predicting stomatal conductance and its contribution to the control of photosynthesis under different environmental conditions. In: Biggins I. (Ed). Progress in Photosynthesis Research vol. IV (1987), Martinus Nijhoff, Dordrecht 221-224
9. Birk E.M., and Vitousek P.M. Nitrogen availability and nitrogen use efficiency in loblolly pine stands. Ecology 67 (1986) 69-79
10. Boonen C., Samson R., Janssens K., Pien H., Lemeur R., and Berckmans D. Scaling the spatial distribution of photosynthesis from leaf to canopy in a plant growth chamber. Ecol. Model. 156 (2002) 201-212
11. Bouriaud O., Soudani K., and Breda N. Leaf area index from litter collection: impact of specific leaf area variability within a beech stand. Can. J. Remote Sens. 29 (2003) 371-380
12. Bussotti F., Borghini F., Celesti C., Leonzio C., and Bruschi P. Leaf morphology and macronutrients in broadleaved trees in central Italy. Trees-Struct. Funct. 14 (2000) 361-368
13. Ciais P., Reichstein M., Viovy N., Granier A., Ogée J., Allard V., Aubinet M., Buchmann N., Bernhofer C., Carrara A., Chevallier F., De Noblet N., Friend A.D., Friedlingstein P., Grunwald T., Heinesch B., Keronen P., Knohl A., Krinner G., Loustau D., Manca G., Matteucci G., Miglietta F., Ourcival J.M., Papale D., Pilegaard K., Rambal S., Seufert G., Soussana J.F., Sanz M.J., Schulze E.D., Vesala T., and Valentini R. Europe-wide reduction in primary productivity caused by the heat and drought in 2003. Nature 437 (2005) 529-533
14. Collatz G.J., Ball J.T., Grivet C., and Berry J.A. Physiological and environmental regulation of stomatal conductance, photosynthesis and transpiration: a model that includes a laminar boundary layer. Agric. For. Meteorol. 54 (1991) 107-136
15. Davi H., Dufrêne E., Granier A., Le Dantec V., Barbaroux C., François C., and Bréda N. Modelling carbon and water cycles in a beech forest. Part II. Validation of the main processes from organ to stand scale. Ecol. Model. 185 (2005) 387-405
16. De Vries W., Reinds G.J., Gundersen P., and Sterba H. The impact of nitrogen deposition on carbon sequestration in European forests and forest soils. Glob. Change Biol. 12 (2006) 1151-1173
17. de Pury D.G.G., and Farquhar G.D. Simple scaling of photosynthesis from leaves to canopies without the errors of big-leaf models. Plant Cell Environ. 20 (1997) 537-557
18. Dreyer E., Le Roux X., Montpied P., Daudet F.A., and Masson F. Temperature response of leaf photosynthetic capacity in seedlings from seven temperate tree species. Tree Physiol. 21 (2001) 223-232
19. Dufrêne E., Davi H., François C., le Maire G., le Dantec V., and Granier A. Modelling carbon and water cycles in a beech forest. Part I. Model description and uncertainty analysis on modelled NEE. Ecol. Model. 185 (2005) 407-436
20. Dungan R.J., Whitehead D., and Duncan R.P. Seasonal and temperature dependence of photosynthesis and respiration of two co-occurring broad-leaved tree species with contrasting leaf phenology. Tree Physiol. 23 (2003) 561-568
21. 2 in the leaves of two tree species (Fagus sylvatica L. and Castanea sativa Mill.). Plant Cell Environ. 18 (1995) 43-51
22. 2 efflux in a beech forest: dependence on soil temperature and soil water content. Ann. For. Sci. 56 (1999) 221-226
23. Epron D., Ngao J., and Granier A. Interannual variation of soil respiration in a beech forest ecosystem over a six-year study. Ann. For. Sci. 61 (2004) 499-505
24. Falge E., Baldocchi D.D., Olson R., Anthoni P., Aubinet M., Bernhofer C., Burba G., Ceulemans R., Clement R., Dolman H., Granier A., Gross P., Grünwald T., Hollinger D., Jensen N., Katul G., Keronen P., Kowalski A., Lai C.T., Law B.E., Meyers T., Moncrieff J., Moors E., Munger J.W., Pilegaard K., Rannik U., Rebmann C., Suyker A., Tenhunen J., Tu K., Verma S., Vesala T., Wilson K., and Wofsy S. Gap filling strategies for defensible annual sums of net ecosystem exchange. Agric. For. Meteorol. 107 (2001) 43-69
25. Falge E., Tenhunen J., Baldocchi D., Aubinet M., Bakwin P., Berbigier P., Bernhofer C., Bonnefond J.-M., Burba G., Clement R., Davis K.J., Elbers J.A., Falk M., Goldstein A.H., Grelle A., Granier A., Grünwald T., Gu{eth}mundson J., Hollinger D., Janssens I.A., Keronen P., Kowalski A.S., Katul G., Law B.E., Mahli Y., Meyers T., Monson R.K., Moors E., Munger J.W., Oechel W., Paw U K.T., Pilegaard K., Ranik U., Rebmann C., Suyker A., Thorgeirsson H., Tirone G., Turnipseed A., Wilson K., and Wofsy S. Phase and amplitude of ecosystem carbon release and uptake potentials as derived from FLUXNET measurements. Agric. For. Meteorol. 113 (2002) 75-95
26. 2 assimilation in leaves of C3 species. Planta 12B (1980) 549-587
27. Finnigan J.J., Clement R., Mahli Y., Leuning R., and Cleugh H.A. A re-evaluation of long term flux measurements techniques. Part I. Averaging coordinate rotation. Bound.-Layer Meteorol. 107 (2003) 1-48
28. 2. Verhandlungen der Gesellshaft für Ökologie 26 (1996) 1-8
29. Ghouil H., Montpied P., Epron D., Ksontini M., Hanchi B., and Dreyer E. Thermal optima of photosynthetic functions and thermostability of photochemistry in cork oak seedlings. Tree Physiol. 23 (2003) 1031-1039
30. Goudriaan J. Potential production processes. In: Penning de Vries F.V.T., and Van Laar H.H. (Eds). Simultion of Plant Growth and Crop Production, Simulation Monographs (1982), Pudoc, Wageningen 98-113
31. Granier A., Bréda N., Biron P., and Villette S. A lumped water balance model to evaluate duration and intensity of drought constraints in forest stands. Ecol. Model. 116 (1999) 269-283
32. Granier A., Biron P., and Lemoine D. Water balance, transpiration and canopy conductance in two beech stands. Agric. For. Meteorol. 100 (2000) 291-308
33. Granier A., Ceschia E., Damesin C., Dufrêne E., Epron D., Gross P., Lebaube S., Le Dantec V., Le Goff N., Lemoine D., Lucot E., Ottorini J.M., Pontailler J.Y., and Saugier B. The carbon balance of a young beech forest. Funct. Ecol. 14 (2000) 312-325
34. Granier A., Lousteau D., and Bréda N. A generic model of forest canopy conductance dependent on climate, soil water availability and leaf area index. Ann. For. Sci. 57 (2000) 755-765
35. Granier A., Pilegaard K., and Jensen N.O. Similar net ecosystem exchange of beech stands located in France and Denmark. Agric. For. Meteorol. 114 (2002) 75-82
36. Harley P.C., and Baldocchi D.D. Scaling carbon dioxide and water vapour exchange from leaf to canopy in a deciduous forest. Part I. Leaf model parameterization. Plant Cell Environ. 18 (1995) 1146-1156
37. Hollinger D.Y., and Richardson A.D. Uncertainty in eddy covariance measurements and its application to physiological models. Tree Physiol. 25 (2005) 873-885
38. Janssen P.H.M., and Heuberger P.S.C. Calibration of process-oriented models. Ecol. Model. 83 (1995) 55-66
39. Janssens I.A., Lankreijer H., Matteucci G., Kowalski A.S., Buchmann N., Epron D., Pilegaard K., Kutsch W., Longdoz B., Grünwald T., Montagnani L., Dore S., Rebmann C., Moors E.J., Grelle A., Rannik U., Morgenstern K., Oltchev S., Clement R., Gudmundsson J., Minerbi S., Berbigier P., Ibrom A., Moncrieff J., Aubinet M., Bernhoffer C., Jensen N.O., Vesala T., Granier A., Schulze E.-D., Lindroth A., Dolman A.J., Jarvis P.G., Ceulemans R., and Valentini R. Productivity overshadows temperature in determining soil and ecosystem respiration across European forests. Glob. Change Biol. 7 (2001) 269-278
40. Jarvis, P.G., 1999. ECOCRAFT: predicted impacts on forests in Europe at stand scale. Final Project Report to the European Community.
41. Johnson J.B., and Omland K.S. Model selection in ecology and evolution. Trends Ecol. Evolut. 19 (2004) 101-108
42. 2 concentration. Tree Physiol. 25 (2005) 953-963
43. 2O gas exchange of several temperate deciduous broad-leaved trees at the leaf scale considering seasonal changes. Plant Cell Environ. 26 (2003) 285-301
44. 2O fluxes at six forest sites in Europe. Glob. Change Biol. 8 (2002) 213-230
45. Larcher W. Physiological Plant Ecology. 4th ed. (2003), Springer-Verlag, Heidelberg, Berlin 513 pp
46. Law B.E., Williams M., Anthoni P.M., Baldocchi D.D., and Unsworth M.H. Measuring and modelling seasonal variation of carbon dioxide and water vapour exchange of a Pinus ponderosa forest subject to soil water deficit. Glob. Change Biol. 6 (2000) 613-630
47. Lemeur R. A method for simulating the direct solar radiation regime in sunflower, Jerusalem Artichoke, corn and soybean canopies using actual stand structure data. Agric. Meteorol. 12 (1973) 229-247
48. Leuning R., Dunin F.X., and Wang Y.-P. A two-leaf model for canopy conductance, photosynthesis and partitioning af available energy. Part II. Comparison with measurements. Agric. For. Meteorol. 91 (1998) 113-125
49. Leuning R. Temperature dependence of two parameters in a photosynthesis model. Plant Cell Environ. 25 (2002) 1205-1210
50. 2 concentration. Tree Physiol. 20 (2000) 239-247
51. Lloyd J., and Taylor J.A. On the temperature-dependence of soil respiration. Funct. Ecol. 8 (1994) 315-323
52. Mayer D.G., and Butler D.G. Statistical validation. Ecol. Model. 68 (1993) 21-32
53. 2] on photosynthesis in European forest species: a meta-analysis of model parameters. Plant Cell Environ. 22, 1475-1495.
54. Medlyn B.E., Dreyer E., Ellsworth D., Fortsreuter M., Harley P.C., Kirschbaum M.U.F., Le Roux X., Montpied P., Strassemeyer J., Walcroft A., Wang K., and Lousteau D. Temperature respons of parameters of a biochemically based model of photosynthesis. Part II. A review of experimental data. Plant Cell Environ. 25 (2002) 1167-1179
55. 2 exchange using eddy covariance data: some perils and pitfalls. Tree Physiol. 25 (2005) 839-857
56. Meir P., Kruijt B., Broadmeadow M., Barbosa E., Kull O., Carlswell F., Nobre A., and Jarvis P.G. Acclimation of photosynthetic capacity to irradiance in tree canopies in relation to leaf nitrogen concentration and leaf mass per unit area. Plant Cell Environ. 25 (2002) 343-357
57. Moncrieff J.B., Massheder J.M., de Bruin H., Elbers J., Friborg T., Heusinkveld B., Kabat P., Scott S., Soegaard H., and Verhoef A. A system to measure surface fluxes of momentum, sensible heat, water vapour and carbon dioxide. J. Hydrol. 188-189 (1997) 589-611
58. 2O gas exchange model LEAFC3 parameterised and tested for winter wheat (Trticum aestivum L.). Ecol. Model. 183 (2005) 183-210
59. Niinemets U., and Tenhunen J.D. A model separating leaf structural and physiological effects on carbon gain along light gradients for the shade-tolerant species Acer saccharum. Plant Cell Environ. 20 (1997) 845-866
60. Niinemets U., Kull O., and Tenhunen J.D. An analysis of light effects on foliar morphology, physiology, and light interception in temperate deciduous woody species of contrasting shade tolerance. Tree Physiol. 18 (1998) 681-696
61. 2, water and energy multilayer, multileaf pine forest model: evaluation from hourly to yearly time scales and sensitivity analysis. Glob. Change Biol. 9 (2003) 697-717
62. Rambal S., Courcival J.-M., Joffre R., Mouillot F., Nouvellon Y., Reichstein M., and Rocheteau A. Drought controls over conductance and assimilation of a Mediterranean evergreen ecosystem: scaling from leaf to canopy. Glob. Change Biol. 9 (2003) 1813-1824
63. Reichstein M., Falge E., Baldocchi D., Papale D., Aubinet M., Berbigier P., Bernhofer C., Buchmann N., Gilmano T., Granier A., Grünwald T., Havránková K., Ilvesniemi H., Janous D., Knohl A., Laurila T., Lohila A., Lousteau 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., and Valentini R. On the separation of net ecosystem exchange into assimilation and ecosystem respiration: review and improved algorithm. Glob. Change Biol. 11 (2005) 1424-1439
64. Rykiel Jr. E.I. Testing ecological models: the meaning of validation. Ecol. Model. 90 (1996) 229-233
65. Samson, R., 2001. An experimental and modelling approach to the actual evapotranspiration in a mixed forest ecosystem. PhD Thesis, Ghent University, 294 pp.
66. Samson R., Verbeeck H., and Lemeur R. Should forest model parameterisation be based on total ecosystem fluxes or on gross primary production and ecosystem respiration?. In: Hasenauer H., and Mäkelä A. (Eds). Proceeding of the International Conference on Modeling Forest Production. BOKU, Vienna, Austria (2004) 345-356
67. Song C., and Woodcock C.E. A regional forest ecosystem carbon budget model: impacts of forest age structure and land use history. Ecol. Model. 164 (2003) 33-47
68. Spitters C.J.T. Separating the diffuse and direct component of global radiation and its implications for modelling canopy photosynthesis. Part II. Calculation of canopy photosynthesis. Agric. For. Meteorol. 38 (1986) 231-242
69. Spitters C.J.T., Toussaint H.A.J.M., and Goudriaan J. Separating diffuse and direct component of global radiation and its implications for modelling canopy photosynthesis. Agric. For. Meteorol. 38 (1986) 217-229
70. Suyker A.E., and Verma S.B. Year-round observations of the net ecosystem exchange of carbon dioxide in a native tallgrass prairie. Glob. Change Biol. 7 (2001) 279-289
71. Taylor G., and Dobson M.C. Photosynthetic characteristics, stomatal responses and water relations of Fagus sylvatica: impact of air quality at a site in southern Britain. New Phytol. 113 (1989) 131-142
72. Valentini, R., 1999. The role of flux monitoring networks in carbon dioxide source/sinks estimation in terrestrial ecosystems. In: Valentini, R., Brüning, C. (Eds.), Greenhouse Gases and their Role in Climate Change: the Status of Research in Europe, European Commission DG XII/B I EUR (19085 EN), pp. 1-6.
73. Valentini R., Matteucci G., Dolman A.J., Schulze E.-D., Rebmann C., Moors E.J., Granier A., Gross P., Jensen N.O., Pilegaard K., Lindroth A., Grelle A., Bernhofer C., Grünwald T., Aubinet M., Ceulemans R., Kowalski A.S., Vesala T., Rannik U., Berbigier P., Loustau D., Gudmundsson J., Thorgeirson H., Ibrom A., Morgenstern K., Clement R., Moncrieff J., Montagnani L., Minerbi S., and Jarvis P.G. Respiration as the main determinant of carbon balance in European forests. Nature 404 (2000) 861-865
74. Van Wijk M.T., and Bouten W. Simulating daily and half-hourly fluxes of forest carbon dioxide and water vapour exchange with a simple model of light and water use. Ecosystems 5 (2002) 597-610
75. Verbeeck H., Samson R., Verdonck F., and Lemeur R. Uncertainty and parameter sensitivity of the forest carbon flux model FORUG: a Monte Carlo analysis. Tree Physiol. 26 (2006) 807-817
76. Wallach D., and Goffinet B. Mean squared error of prediction in models for studying ecological and agronomic systems. Biometrics 43 (1987) 561-573
77. Wallach D., and Goffinet B. Mean squared error of prediction as a criterion for evaluating and comparing system models. Ecol. Model. 4 (1989) 299-306
78. 2 and temperature. Agric. For. Meteorol. 82 (1996) 1-27
79. Wang Q., Tenhunen J., Falge E., Bernhofer Ch., Granier A., and Vesala T. Simulation and scaling of temporal variation in gross primary production for coniferous and deciduous temperate forests. Glob. Change Biol. 10 (2003) 37-51
80. Wang Q., Tenhunen J., Granier A., Reichstein M., Bouriaud O., Nguyen D., and Breda N. Long-term variations in leaf area index and light extinction in a Fagus sylvatica stand as estimated from global radiation profiles. Theor. Appl. Climatol. 79 (2004) 225-238
81. Willmott C.J. On the validation of models. Phys. Geogr. 2 (1981) 184-194
82. Wilson K.B., Baldocchi D.D., and Hanson P.J. Spatial and seasonal variability of photosynthetic parameters and their relationship to leaf nitrogen in a deciduous forest. Tree Physiol. 20 (2000) 565-578
83. Wilson K.B., Baldocchi D.D., and 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. 24 (2001) 571-583
84. Wohlfart G., Bahn M., Haslwanter A., Newesly C., and Cernusca A. Estimation of daytime ecosystem respiration to determine gross primary production of a mountain meadow. Agric. For. Meteorol. 130 (2005) 13-25
85. i curves from 109 species. J. Exp. Bot. 44 (1993) 907-920
86. Xu L., and 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. 23 (2003) 865-877
87. 2 and heat fluxes over the Amazonian region. Ecol. Model. 162 (2003) 7-117