[en] The net ecosystem exchange (NEE) Of CO2 between temperate forests and the atmosphere governs both carbon removal from the atmosphere and forest growth. In recent years, many experiments have been conducted to determine temperate forest NEE. These data have been used by forest modellers to better understand the processes that govern CO, fluxes, and estimate the evolution of these fluxes under changing environmental conditions. Nevertheless, it is not clear whether models capable of handling short-term processes, which are mostly source-driven, can provide an accurate estimate of long-term forest growth, which is potentially more influenced by sink- and phenology-related processes. To analyse the interactions between short- and long-term processes, we developed the ASPECTS model, which predicts long-term forest growth by integrating, over time, hourly NEE estimates. Validation data consisting of measurements of NEE by eddy-covariance and forest carbon reservoir estimates were obtained from mixed deciduous and evergreen experimental forests located in Belgium. ASPECTS accurately estimated both: (1) the NEE fluxes for several years of data; and (2) the amount of carbon contained in stems, branches, leaves, fine and coarse roots. Our simulations demonstrated that: (1) NEE measurements in Belgian forests are compatible with forest growth over the course of the 20th century, and (2) that forest history and long-term processes need to be considered for accurate simulation of short-term CO2 fluxes.
Disciplines :
Earth sciences & physical geography
Author, co-author :
Rasse, Daniel P.; Université de Liège - ULiège > Département d'astrophys., géophysique et océanographie (AGO)
François, Louis ; Université de Liège - ULiège > Département d'astrophys., géophysique et océanographie (AGO) > Modélisation du climat et des cycles biogéochimiques
Aubinet, Marc ; Université de Liège - ULiège > Gembloux Agro-Bio Tech > Gembloux Agro-Bio Tech
Kowalski, Andrew S.; University of Antwerp-UIA > Department of Biology
Vande Walle, Inge; Ghent University > Laboratory of Plant Ecology
Gérard, Jean-Claude ; Université de Liège - ULiège > Département d'astrophys., géophysique et océanographie (AGO) > Modélisation du climat et des cycles biogéochimiques
Language :
English
Title :
Modelling short-term CO2 fluxes and long-term tree growth in temperate forests with ASPECTS
Atkin O.K., Edwards E.J., Loveys B.R. (2000) Response of root respiration to changes in temperature and its relevance to global warming. New Phytol. 147:141-154.
Aubinet M., Grelle A., Ibrom A., Rannik U., Moncrieff J., Foken T. (2000) Estimates of the annual net carbon and water exchange of forests: The EUROFLUX methodology. Adv. Ecol. Res. 30:113-175.
Baldocchi D.D. (1997) Measuring and modelling carbon dioxide and water vapour exchange over a temperate broad-leaved forest during the 1995 summer drought. Plant Cell Environ. 20:1108-1122.
Baldocchi D.D., Vogel C.A., Hall B. (1997) Seasonal variation of carbon dioxide exchange rates above and below a boreal jack pine forest. Agric. For. Meteorol. 83:147-170.
Berg B., Berg M.P., Bottner P., Box E., Breymeyer A., Calvo de Anta R. (1993) Litter mass loss rates in pine forests of Europe and Eastern United States: Some relationships with climate and litter quality. Biogeochemistry 20:127-159.
Boone R.D., Nadelhoffer K.J., Canary J.D., Kaye J.P. (1998) Roots exert a strong influence on the temperature sensitivity of soil respiration. Nature 396:570-572.
Bossel H. (1996) TREEDYN3 forest simulation model. Ecol. Model. 90:187-227.
Cermák J., Riguzzi F., Ceulemans R. (1998) Scaling up from the individual tree to the stand level in Scots pine. I. Needle distribution, overall crown and root geometry. Ann. Sci. For. 55:63-88.
De Pury D.G.G., Farquhar G.D. (1997) Simple scaling of photosynthesis from leaves to canopies without the errors of big-leaf models. Plant Cell Environ. 20:537-557.
Dewar R.C., Medlyn B.E., McMurtrie R.E. (1998) A mechanistic analysis of light and carbon use efficiencies. Plant Cell Environ. 21:573-588.
Gifford R.M. (1995) Whole plant respiration and photosynthesis of wheat under increased CO2 concentration and temperature: Long-term vs. short-term distinctions for modelling. Global Change Biol. 1:385-396.
Gower S.T., Pongracic S., Landsberg J.L. (1996) A global trend in below ground carbon allocation: Can we use the relationship at smaller scales?. Ecology 77:1750-1755.
Grant R.F., Nalder I.A. (2000) Climate change effects on net carbon exchange of a boreal aspen-hazelnut forest: Estimates from the ecosystem model ecosys. Global Change Biol. 6:183-200.
Greco S., Baldocchi D. (1996) Seasonal variations of CO2 and water vapour exchange rates over a temperate deciduous forest. Global Change Biol. 2:183-197.
Gu L., Shugart H.H., Fuentes J.D., Black T.A., Shewchuk S.R. (1999) Micrometeorology, biophysical exchanges and NEE decomposition in a two-story boreal forest-development and test of an integrated model. Agric. For. Meteorol. 94:123-148.
Harris W.F. Jr., Kinerson R.S., Edwards N.T. (1977) Comparison of belowground biomass of natural deciduous forest and loblolly pine plantations. Pedobiologia 17:369-381.
Hoffman F. (1995) FAGUS, a model for growth and development of beech. Ecol. Model. 83:327-348.
Hollinger D.Y., Kelliher F.M., Byers J.N., Hunt J.E., McSeveny T.M., Weir P.L. (1994) Carbon dioxide exchange between an undisturbed old-growth temperate forest and the atmosphere. Ecology 75:134-150.
Janssens I.A., Sampson D.A., Cermàk J., Meiresonne L., Riguzzi F., Overloop S., Ceulemans R. (1999) Above-and belowground phytomass and carbon storage in a Belgian Scots pine stand. Ann. For. Sci. 56:81-90.
Jones A.C., Bland W.L., Ritchie J.T., Williams J.R. (1991) Simulation of root growth. Modeling Plant and Soil Systems. Agronomy , Hanks, J., Ritchie, J.T. (Eds.). American Society of Agronomy, Madison, WI; 31:91-123.
Kirschbaum M.U.F., King D.A., Comins H.N., McMurtrie R.E., Medlyn B.E., Pongracic S. (1994) Modelling forest response to increasing CO2 concentration under nutrient-limited conditions. Plant Cell Environ. 17:1081-1099.
Korol R.L., Running S.W., Milner K.S., Hunt E.R. Jr. (1991) Testing a mechanistic carbon balance model against observed tree growth. Can. J. For. Res. 21:1098-1105.
Laitat E., Chermanne B., Portier B. (1999) Biomass, carbon and nitrogen allocation in open top chambers under ambient and elevated CO2 and in a mixed forest stand. A tentative approach for scaling up from the experiments of Vielsalm. Forest Ecosystem Modelling, Upscaling and Remote Sensing , Ceulemans, R., Veroustraete, F., Gond, V., Van Rensbergen, J. (Eds.). SPB Academic Publishing BV, The Hague, The Netherlands; 33-60.
Lavigne M.B., Ryan M.G. (1997) Growth and maintenance respiration rates of aspen, black spruce and jack pine stems at northern and southern BOREAS sites. Tree Physiol. 17:543-551.
Law B.E., Ryan M.G., Anthoni P.M. (1999) Seasonal and annual respiration of a ponderosa pine ecosystem. Global Change Biol. 5:169-182.
Law B.E., Waring R.H., Anthoni P.M., Abet J.D. (2000) Measurements of gross and net ecosystem productivity and water vapour exchange of a Pinus ponderosa ecosystem, and an evaluation of two generalized models. Global Change Biol. 6:155-168.
Law B.E., Williams M., Anthoni P.M., Baldocchi D.D., Unsworth M.H. (2000) Measuring and modelling seasonal variation of carbon dioxide and water vapour exchange of a Pinus ponderosa forest subject to soil water deficit. Global Change Biol. 6:616-630.
Lee H.S.J., Overdieck D., Jarvis P.G. (1998) Biomass, growth and carbon allocation., Jarvis, P.G. (Ed.), European Forests and Global Change: The likely impacts of rising CO2 and temperature. Cambridge University Press, Cambridge, UK; 126-191.
Lefèvre F., Laitat E., Medlyn B., Aubinet M., Longdoz B. (1999) Carbon pools and annual carbon fluxes in the beech forest sub-plot at the Vielsalm pilot station. Forest Ecosystem Modelling, Upscaling and Remote Sensing , Ceulemans, R., Veroustraete, F., Gond, V., Van Rensbergen, J. (Eds.). SPB Academic Publishing bv., The Hague, The Netherlands; 137-154.
Leuning R. (1995) A critical appraisal of a combined stomatal-photosynthesis model for C3 plants. Plant Cell Environ. 18:339-355.
Lüdeke M.K.B., Badeck F.-W., Otto R.D., Häger C., Dönges S., Kindermann J. (1994) The Frankfurt biosphere model: A global process-oriented model of seasonal and long-term CO2 exchange between terrestrial ecosystems and the atmosphere. I. Model description and illustrative results for cold deciduous and boreal forests. Clim. Res. 4:143-166.
Mahfouf J.F., Noilhan J. (1991) Comparative study of various formulations of evaporation from bare soil using in situ data. J. Appl. Meteorol. 30:1354-1365.
Malhi Y., Baldocchi D.D., Jarvis P.G. (1999) The carbon balance of tropical, temperate and boreal forests. Plant Cell Environ. 22:715-740.
McMurtrie R.E. (1985) Forest productivity in relation to carbon partitioning and nutrient cycling: A mathematical model. Attributes of Trees as Crop Plants , Cannell, M.G.R., Jackson, J.E. (Eds.). Institute of Terrestrial Ecology, Penicuik, UK; 194-207.
Nemry B., François L., Warnant P., Robinet F., Gérard J.-C. (1996) The seasonality of the CO2 exchange between the atmosphere and the land biosphere: A study with a global mechanistic vegetation model. J. Geophys. Res. 101:7111-7125.
Parton W.J., McKeown B., Kirchner V., Ojima D. CENTURY users' manual, Natural Resource Ecology Laboratory, Colorado State University, Fort Collins, 41 p.; 1992.
Pastor J., Post W.M. (1986) Influence of climate, soil moisture, and succession on forest carbon and nitrogen cycles. Biogeochemistry 2:3-27.
Raich J.W., Schlesinger W.H. (1992) The global carbon dioxide flux in soil respiration and its relationship to vegetation and climate. Tellus 44 B:81-89.
Rasse D.P., Longdoz B., Ceulemans R. (2001) TRAP: A modelling approach to below-ground carbon allocation in temperate forests. Plant Soil 229:281-293.
Running S.W., Gower S.T. (1991) FOREST-BGC, A general model of forest ecosystem processes for regional applications. II. Dynamic carbon allocation and nitrogen budgets. Tree Physiol. 9:147-160.
Ryan M.G. (1991) Effects of climate change on plant respiration. Ecol. Appl. 1:157-167.
Ryan M.G., Hubbard R.M., Pongracic S., Raison R.J., McMurtrie R.E. (1996) Foliage, fine-root, woody-tissue and stand respiration in Pinus radiata in relation to nitrogen status. Tree Physiol. 16:333-343.
Sampson D.A., Ceulemans R. (2000) SECRETS: Simulated carbon fluxes from a mixed coniferous/deciduous Belgian forest. Forest Ecosystem Modelling, Upscaling and Remote Sensing , Ceulemans, R.J.M, Veroustraete, F., Gond, V. (Eds.). SPB Academic Publishing, The Hague, The Netherlands; 95-108.
Tjoelker M.G., Oleksyn J., Reich P.B. (1999) Acclimation of respiration to temperature and CO2 in seedlings of boreal tree species in relation to plant size and relative growth rate. Global Change Biol. 5:679-691.
Usman S., Rawat Y.S., Singh S.P., Garkoti S.C. (1997) Fine root biomass production and turnover in evergreen forests of Central Himalaya, India. Oecologia Montana 5:4-8.
Valentini R., De Angelis P., Matteucci G., Monaco S., Dore S., Scarascia Mugnozza G.E. (1996) Seasonal net carbon dioxide exchange of a beech forest with the atmosphere. Global Change Biol. 2:199-207.
Valentini R., Matteuci G., Dolman A.J., Sculze E.-D., Rebmann C., Moors E.J. (2000) Respiration as the main determinant of carbon balance in European forests. Nature 404:861-864.
Van Wijk M.T., Dekker S.C., Bouten W., Bosveld F.C., Kohsiek W., Kramer K. (2000) Modeling daily gas exchange of a Douglas-fir forest: Comparison of three stomatal conductance models with and without a soil water stress function. Tree Physiol. 20:115-122.
Vanninen P., Ylitalo H., Sievänen R., Mäkelä A. (1996) Effects of age and site quality on the distribution of biomass in Scots pine (Pinus sylvestris L.). Trees 10:231-238.
Viterbo P., Beljaars C.M. (1995) An improved land surface parametrization scheme in the ECHWF model and its validation. J. Clim. 8:2716-2748.
Wang Y.P., Jarvis P.G. (1990) Description and validation of an array model - MAESTRO. Agric. For. Meteorol. 51:257-280.
Weissen F. Le fichier écologique des essences , Ministère de la Région Wallonne. Namur, Belgique. 190 p.; 1991, (PART 2).
Weissen F., Hambuckers A., Van Praag H.J., Remacle J. Plant and Soil 1990, 128:59-66.
Zogg G.P., Zak D.R., Burton A.J., Pregitzer K.S. (1996) Fine root respiration in northern hardwood forests in relation to temperature and nitrogen availability. Tree Physiology 16:719-725.