Introducing effects of temperature and CO 2 elevation on tree growth into a statistical growth and yield model

Ecological Modelling

Volumn 181, Issue 2-3, 2005, Pages 173-190

  Matala, J ^a   Ojansuu, R ^b   Peltola, H ^a   Sievanen R ^b   Kellomaki S ^a  

^a UNIVERSITY OF EASTERN FINLAND   (Finland)

^b FINNISH FOREST RESEARCH INSTITUTE   (Finland)

Author keywords

Boreal forests; Climate change; Growth; Model linking; Physiological model; Statistical model

Indexed keywords

PHYSIOLOGICAL GROWTH; STATISTICAL GROWTH; STATISTICAL MODELS; TREE GROWTH;

CARBON DIOXIDE; STATISTICAL METHODS; THERMAL EFFECTS; TRANSFER FUNCTIONS;

FORESTRY;

BOREAL FOREST; CARBON DIOXIDE ENRICHMENT; CLIMATE CHANGE; GROWTH MODELING; NUMERICAL MODEL; TEMPERATURE EFFECT;

BETULA PUBESCENS; CARBON DIOXIDE; FINNISH; PICEA ABIES; PINUS SYLVESTRIS; STATISTICAL METHODS; TEMPERATURE; TRANSFER FUNCTIONS; TREES;

EASTERN HEMISPHERE; EURASIA; EUROPE; FINLAND; NORTHERN EUROPE; SCANDINAVIA; WORLD;

ABIES; BETULA; BETULA PENDULA; PICEA; PICEA ABIES; PINUS SYLVESTRIS;

EID: 7444254478     PISSN: 03043800     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ecolmodel.2004.06.030     Document Type: Article

References (64)

1. M.P. Ayres, and M.J. Lombardero Assessing the consequences of global change for forest disturbance from herbivores and pathogens Sci. Total Environ. 262 2000 263 286
2. V.C. Baldwin Jr., H.A. Burkhart, J.A. Westfall, and K.D. Peterson Linking growth and yield and process models to estimate impact of environmental changes on growth of loblolly pine Forest Sci. 47 1 2001 77 82
3. M. Battaglia, and P.J. Sands Process-based forest productivity models and their application in forest management Forest Ecol. Manag. 102 1998 13 32
4. T. Carter, M. Posch, and H. Tuomenvirta SILMUSCEN and CLIGEN User's Guide Publications of the Academy of Finland 5 95 1995 62
5. 2 on woody plants: a review New Phytol. 127 1994 425 446
6. W. Chen, J. Chen, and J. Cihlar An integrated terrestrial ecosystem carbon-budget model based on changes in disturbance, climate, and atmospheric chemistry Ecol. Model. 135 2000 55 79
7. Chertov, O., Komarov, A.S. Karev, G.P. 1999a. Modern approaches in forest ecosystem modelling. European Forest Institute Research Report 8. Brill, Leiden, The Netherlands, 116 p.
8. O.G. Chertov, A.S. Komarov, and A.M. Tsiplianovsky A combined simulation model of Scots pine, Norway Spruce and Silver birch ecosystems in the European boreal zone Forest Ecol. Manag. 116 1999 189 206
9. J.V.H. Constable, and A.L. Friend Suitability of process-based tree growth models for addressing tree response to climate change Environ. Pollut. 110 2000 47 59
10. 2 climate Forest Ecol. Manag. 155 2002 237 255
11. M.D. Flannigan, B.J. Stocks, and B.M. Wotton Climate change and forest fires Sci. Total Environ. 262 2000 221 229
12. 2 and increased N deposition in Picea abies Plant Cell Environ. 19 1996 1369 1378
13. H.S. He, D.J. Mladenoff, and T.R. Crow Linking an ecosystem model and a landscape model to study forest species response to climate warming Ecol. Model. 114 1999 213 233
14. C. Huntingford, P.M. Cox, and T.M. Lenton Contrasting responses of a simple terrestrial ecosystem model to global change Ecol. Model. 134 2000 41 58
15. J. Hynynen Self-thinning models for even-aged stands of Pinus sylvestris, Picea Abies and Betula pendula Scand. J. Forest Res. 8 1993 326 336
16. J. Hynynen, R. Ojansuu, H. Hökkä, H. Salminen, J. Siipilehto, and P. Haapala Models for predicting stand development in MELA System Finnish Forest Res. Instit. Res. Papers 835 2002 116
17. IPCC Climate change 1995: impacts, adaptation, and mitigation of climate change: scientific-technical analyses R.T. Watson M.C. Zinyowera R.H. Moss Contribution of Working Grop II to the Second Assessment Report of the Intergovernmental Panel on Climate Change 1996 Cambridge University Press Cambridge 880
18. T. Karjalainen, A. Pussinen, S. Kellomäki, and R. Mäkipää Scenarios for the carbon balance of Finnish forests and wood products Environ. Sci. Policy 2 1999 165 175
19. E.S. Kasischke, N.L. Christensen Jr., and B.J. Stocks Fire, Global Warming, and the Carbon Balance of Boreal Forests Ecol. Appl. 5 2 1995 437 451
20. S. Kellomäki, and M. Kolström Computations on the yield of timber by Scots pine when subjected to varying levels of thinning under a changing climate in southern Finland Forest Ecol. Manage. 59 1993 237 255
21. S. Kellomäki, and H. Väisänen Modelling the dynamics of the forest ecosystem for climate change studies in the boreal conditions Ecol. Modell. 97 1997 121 140
22. S. Kellomäki, T. Karjalainen, and H. Väisänen More timber from boreal forests under changing climate? Forest Ecol. Manage. 94 1997 195 208
23. S. Kellomäki, K.-Y. Wang, and M. Lemettinen Controlled environment chambers for investigating tree response to elevated CO2 and temperature under boreal conditions Photosynthetica 38 2000 69 81
24. L. Kettunen, J. Mukula, V. Pohjonen, O. Ratanen, and U. Varjo The effects of climatic variations on agriculture in Finland M.L. Parry T.R. Carter N.T. Konijn The Impac of Climatic Variations on Agriculture. Assesment in Cool Temperate and Cold Regions vol. 1 1987 Kluwer Academic Publishers Dordrecht 513 614
25. J.P. Kimmins, D. Mailly, and B. Seely Modelling forest ecosystem net primary production: the hybrid simulation approach used in FORECAST Ecol. Modell. 122 1999 195 224
26. 2 concentration under nutrient-limited conditions Plant Cell Environ. 17 1994 1081 1099
27. M.U.F. Kirschbaum Forest growth and species distribution in a changing climate Tree Physiol. 20 2000 309 322
28. 2O fluxes at 6 forest sites in Europe Global Change Biol. 8 2002 1 18
29. J.J. Landsberg, and R.H. Waring A generalized model of forest productivity using simplified concepts of radiation-use efficiency, carbon balance and partitioning Forest Ecol. Manage. 95 1997 205 228
30. P. Lasch, M. Lindner, M. Erhard, F. Suckow, and A. Wenzel Regional impact assessment on forest structure and functions under climate change - the Brandenburg case study Forest Ecol. Manage. 162 2002 73 86
31. M.J. Lexer, K. Hönninger, H. Scheifinger, Ch. Matulla, N. Groll, H. Kromb-Kolb, K. Schaudauer, F. Starlinger, and M. English The sensitivity of Austrian forests to scenarios of climatic change: a large-scale risk assessment based on a modified gap model and forest inventory data Forest Ecol. Manage. 162 2002 53 72
32. S. Linder Responses of water and nutrition in coniferous ecosystems E.-D. Schulze H. Zwölfer Potentials and Limitations of Ecosystem Analysis 1987 Springer-Verlag Berlin 180 222
33. M. Lindner Developing adaptive forest management strategies to cope with climate change Tree Physiol. 20 2000 299 307
34. J. Liu, and P.S. Ashton Individual-based simulation models for forest succession and management Forest Ecol. Manage. 73 1995 157 175
35. R. Mäkipää, T. Karjalainen, A. Pussinen, and S. Kellomäki Effects of climate change and nitrogen deposition on the carbon sequestration of a forest ecosystem in the boreal zone Canad. J. Forest Res. 29 1999 1490 1501
36. J. Matala, J. Hynynen, J. Miina, R. Ojansuu, H. Peltola, R. Sievänen, H. Väisänen, and S. Kellomäki Comparison of a physiological and a statistical model for prediction of growth and yield in boreal forests Ecol. Modell. 161 2003 95 111
37. A. Mäkelä, J. Landsberg, A.R. Ek, T.E. Burk, M. Ter-Mikaelian, G.I. Ågren, C.D. Oliver, and P. Ja Puttonen Process-based models for forest ecosystem management: current state of the art and challenges for practical implementations Tree Physiol. 20 2000 289 298
38. A. Mäkelä, R. Sievänen, M. Lindner, and P. Lasch Application of volume growth and survival graphs in the evaluation of four process-based forest growth models Tree Physiol. 20 2000 347 355
39. R.E. McMurtie, H.L. Gholz, S. Linder, and S.T. Gower Climatic factors controlling the productivity of pine stands: a model-based analysis Ecol. Bull. 43 1994 173 188
40. P.J. Van der Meer, I.T.M. Jorritsma, and K. Kramer Assessing climate change effects on long-term forest development: adjusting growth, phenology, and seed production in a gap model Forest Ecol. Manage. 162 2002 39 52
41. J.M. Melillo, I.C. Prentice, G.D. Farquhar, E.-D. Schulze, and O.E. Sala Terrestrial biotic responses to environmental change and feedbacks to climate J.T. Houghton L.G. Meira Filho B.A. Callander N. Harris A. Kattenberg K. Maskett Climate Change 1995: The Science of Climate Change - Contribution of Working Group I to the Second Assessment Report of the Intergovernemental Panel on Climate Change 1996 Cambridge University Press 445 481
42. G.M.J. Mohren, and H.E. Burkhart Contrasts between biologically-based process models and management oriented growth and yield models Forest Ecol. Manage. 69 1994 1 5
43. Parry, M. 2000. Assesment of potential effects and adaptations for climate change in Europe. The European Acacia Project. Report of a concerned action of the Environment Programme of the Research Directorate General of the Commission of the European Community. Jackson Environment Institute, School of Environmental Sciences. University of Eastern Anglia, UK, 320 p.
44. H. Peltola, A. Kilpeläinen, and S. Kellomäki Diameter growth of Scots pine (Pinus sylvestris) trees grown at elevated temperature and carbon dioxide concentration under boreal conditions Tree Physiol. 22 2002 963 972
45. C. Peng Understanding the role of forest simulation models in sustainable forest management Environmen. Impact Assess. Rev. 20 2000 481 501
46. C. Peng, H. Jiang, M.J. Apps, and Y. Zhang Effects of harvesting regimes on carbon and nitrogen dynamics of boreal forests in central Canada: a process model simulation Ecol. Modell. 155 2002 177 189
47. C. Peng, J. Liu, Q. Dang, M.J. Apps, and H. Jiang TRIPLEX: a generic hybrid model for predicting forest growth and carbon and nitrogen dynamics Ecol. Modell. 153 2002 109 130
48. A. Porté, and H.H. Bartelink Modelling mixed forest growth: a review of models for forest management Ecol. Modell. 150 2002 141 188
49. 2] increase: example of Pinus halepensis in Provence (south-east France) Ecol. Modell. 166 2003 239 255
50. L.H. Reineke Perfecting a stand-density index for even-aged forests J. Agric. Res. 46 1933 627 638
51. M. Del Río, G. Montero, and F. Bravo Analysis of diameter-density relationships and self-thinning in non-thinned even-aged Scots pine stands Forest Ecol. Manage. 142 2001 79 87
52. B.D. Ripley Spatial Statistics 1981 Wiley New York
53. R. Sievänen, M. Lindner, A. Mäkelä, and P. Lasch Volume growth and survival graphs: a method for evaluating process-based forest growth models Tree Physiol. 20 2000 357 365
54. Siitonen, M., Härkönen, K., Hirvelä, H., Jämsä, J., Kilpeläinen, H., Salminen, O., Teuri, M. 1996. Mela Handbook. The Finnish Forest Research Institute. Research Paper, vol. 622, 452 p.
55. H. Strandman, H. Väisänen, and S. Kellomäki A procedure for generating synthetic weather records in conjunction of climatic scenario for modelling of ecological impacts of changing climate in boreal conditions Ecol. Modell. 80 1993 237 250
56. M.T. Sykes Modelling the potential distribution and community dynamics of lodgepole pine (Pinus contorta Dougl. Ex. Loud.) in Scandinavia Forest Ecol. Manage. 141 2001 69 84
57. Talkkari, A. 2001. Impacts of climate change on forest resources in Finland: a simulation approach. Research Notes, Faculty of Forestry, University of Joensuu, 29 pp.
58. A. Talkkari, and H. Hypén Development and assessment of a gap-type model to predict the effects of climate change on forests based on spatial forest data Forest Ecol. Manage. 83 1996 217 228
59. A. Talkkari, S. Kellomäki, and H. Peltola Bridging a gap between a gap model and a physiological model for calculating the effect of temperature on forest growth under boreal conditions Forest Ecol. Manage. 119 1999 37 150
60. H. Väisänen, S. Kellomäki, and H. Strandman A model for simulating the effects of changing climate on the functioning and structure of the boreal forest ecosystem: an approach based on object-oriented design Tree Physiol. 14 1994 1081 1095
61. W.J.A. Volney, and R.A. Fleming Climate change and impacts of boreal forest insects. Agric. Ecosys. Environ. 82 2000 283 294
62. 2 treatment on the photosynthesis of Scots pine Tree Physiol. 15 1995 211 218
63. B. Zeide Natural thinning and environmental change: an ecological process model Forest Ecol. Manage. 154 2001 165 177
64. D. Zheng, M. Freeman, J. Bergh, I. Rosberg, and P. Nilsen Production of Picea abies in South-east Norway in response to climate change: a case study using process-based model simulation with field validation Scand. J. Forest Res. 17 2002 35 46