Using the process-based stand model ANAFORE including Bayesian optimisation to predict wood quality and quantity and their uncertainty in Slovenian beech

Silva Fennica

Volumn 43, Issue 3, 2009, Pages 523-534

  Deckmyn, Gaby ^a   Mali, Boštjan ^b   Kraigher, Hojka ^b   Torelli, Niko ^b   Op de Beeck, Maarten ^a   Ceulemans, Reinhart ^a  

^a UNIVERSITY OF ANTWERP   (Belgium)

^b SLOVENIAN FORESTRY INSTITUTE   (Slovenia)

Author keywords

Bayesian calibration; Beech; Forest management; Forest model; Mechanistic; Red heart; Wood quality

Indexed keywords

BAYESIAN CALIBRATION; BEECH; FOREST MANAGEMENT; FOREST MODEL; MECHANISTIC; RED HEART;

BAYESIAN NETWORKS; BIOMASS; CALIBRATION; ECOSYSTEMS; OPTIMIZATION; PHOTOSYNTHESIS; UNCERTAINTY ANALYSIS; WOOD;

FORESTRY;

BAYESIAN ANALYSIS; BIOMASS; CLIMATE EFFECT; COHORT ANALYSIS; DECIDUOUS FOREST; ECOSYSTEM FUNCTION; FOREST ECOSYSTEM; LOGGING (TIMBER); MECHANICAL PROPERTY; OPTIMIZATION; PHOTOSYNTHESIS; TRANSPIRATION; UNCERTAINTY ANALYSIS; WOOD QUALITY; YIELD;

ECOSYSTEMS; FAGUS; FOREST MANAGEMENT; FORESTRY; OPTIMIZATION; PHOTOSYNTHESIS; WOOD PROPERTIES;

EURASIA; EUROPE; SLOVENIA; SOUTHERN EUROPE;

FAGUS;

EID: 70349479844     PISSN: 00375330     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (22)

1. Carino, H.F. & Biblis, E.J. 2003. Expected volume and value of structural-dimension lumber from 25-, 30-, 35-, 40-and 50-year-old loblolly pine plantation timber. In: Amaro, A., Redd, D. & Soares, P. (eds.). Modelling Forest Systems. CABI publishing, Wallingford, UK. p. 325-333.
2. Constant, T., Mothe, F., Badia, M.A. & Saint-Andre, L. 2003. How to relate the standing tree shape to internal wood characteristics: proposal of an experimental method applied to poplar trees. Annals of Forest Science 60: 371-378.
3. Deckmyn, G., Evans, S.P. & Randle, T.J. 2006. Refined pipe theory for mechanistic modelling of wood development. Tree Physiology 26: 703-717.
4. Deckmyn, G., Evans, S.P., Randle, T.J., Op de Beeck, M., Löw, M., Then, C., Verbeeck, H., Wipfler, P. & Ceulemans, R. 2007. Modelling ozone effects on adult beech trees through simulation of defense, damage and repair costs: implementation of the CASIROZ ozone model in the ANAFORE forest model. Plant Biology 9: 320-330.
5. Deckmyn, G., Evans, S.P., Randle, T.J., Verbeeck, H., Op de Beeck, M., Vansteenkiste, D., Steppe, K. & Ceulemans, R. 2008. ANA-FORE: a stand-scale process-based forest model that includes wood tissue development and labile carbon storage in trees. Ecological Modeling 215: 345-368.
6. Fritts, H.C., Shashkin, A.S. & Downes, G.M. 1999. TreeRing 3: A simulation model of conifer ring growth and cell structure. In: Wimmer, R., Vetter, R. E. (eds). Tree ring analysis: biological, methodological and environmental aspects. CAB International, Wallingford. Oxon, UK. p. 3-32.
7. Hein, S., Mäkinen, H., Yue, C. & Kohnle, U. 2007. Modelling branch characterisitcs of Norway spruce from wide spacings in Germany. Forest ecology and Management 242: 155-164.
8. Ikonen, V.-P., Kellomäki, S. & Peltola, H. 2003. Linking the stem properties of Scots pine (Pinus sylvestris L.) to sawn timber properties through simulated sawing. Forest Ecology and Management 174: 251-263.
9. Knoke, T. 2003. Predicting red heartwood formation in beech trees (Fagus sylvatica L.). Ecological Modelling 169: 295-312.
10. Knoke, T., Stang, S., Remler, N. & Seifert, T. 2006. Ranking the importance of quality variables for the price of high quality beech timber (Fagus sylvatica). Annals of Forest Science 63: 399-413.
11. Leban, J.M., Houllier, L. & Saint-Andre, L. 1996. Linking models for tree growth and wood quality in Norway spruce. Part I. Validation of prediction for sawn board properties, ring width, wood density and knottiness. In: Nepveu, G. (ed.). Proceedings of the second workshop on Connection between Silviculture and Wood Quality through Modelling Approaches and Simulation Software, Berg-en-dal, Kruger national park, South-Africa. p. 220-229.
12. Lemieux, H., Beaudoin, M. & Zhang, S.Y. 2001. Characterisation and modelling of knots in black spruce (Picea mariana) logs. Wood Fiber Science 33: 465-475.
13. Mäkelä, A. & Mäkinen, H. 2003. Generating 3D saw logs with a process-based growth model. Forest Ecology and Management 184: 337-354.
14. Op de Beeck, M., Löw, M., Verbeeck, H. & Deckmyn, G. 2007. Suitability of a combined stomatal conductance and photosynthesis model for calculating leaf ozone fluxes. Plant Biology 9: 321-342.
15. Soares, P. & Tomé, M. 2003. GLOBTREE: an individual tree growth model for Eucaluyptus globulus in Portugal. In: Amaro, A., Redd, D. & Soares, P. (eds.). Modelling Forest Systems. CABI publishing, Wallingford, UK. p. 97-110.
16. Svensson, M., Jansson, P.-E., Gustafson, D., Berggren Kleja, D., Langvall, O. & Lindroth, A. 2008. Bayesian calibration of a model describing carbon, water and heat fluxes for a Swedish boreal forest stand. Ecological Modelling 213: 331-344.
17. Torelli, N. 1984.The ecology of discouloured wood as illustrated by beech (Fagus sylvatica L.) IAWA Bulletin n.s. 5(2): 121-127.
18. Torelli, N. & Ferlan, M. 2008. Ecology and aetiology of red-heart formation. In: Wound reactions in trees and wood quality. Ljubljana, Univ. v Ljubljani, Biotehniška fakulteta, 2008 F. 16
19. Van Oijen, M., Rougier, J. & Smith, R. 2005. Bayesian calibration of process-based forest models: bridging the gap between models and data. Tree Physiology 25: 915-927.
20. Verbeeck, H., Steppe, K., Nadezhna, N., Op De Beeck, M., Deckmyn, G., Meiresonne, L., Lemeur, R. & and Čermak, J. 2007. Water storage and transpiration in Scots pine: a modeling analysis using ANAFORE. Tree Physiology 27: 1671-1685.
21. Verbeeck, H., Steppe, K., Nadezhna, N., Op De Beeck, M., Deckmyn, G., Meiresonne L., Lemeur, R., and Čermak, J., Ceulemans, R. & Janssens, I. 2007. Atmospheric drivers of storage water use in Scots pine. Biogeosciences 4: 657-671.
22. Wernsdörfer, H., Constant, T., Mothe, F., Badia, M.A., Nepveu, G. & Seeling, U. 2005. Detailed analyses of the geometric relationship between external traits and the shape of red heartwood in beech trees (Fagus sylvatica L.). Trees 19: 482-491.