Management of mixed-species, uneven-aged forests in the French Jura: from stochastic growth and price models to decision tables

A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results showed that the expected basal area of hardwoods, mainly beech, was substantially higher in the long run than that predicted by the deterministic model. A...

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Published inForest science Vol. 51; no. 1; pp. 64 - 75
Main Authors Rollin, F, Buongiorno, J, Zhou, M, Peyron, J.L
Format Journal Article
LanguageEnglish
Published Bethesda Oxford University Press 01.02.2005
Society of American Foresters
Subjects
Online AccessGet full text
ISSN0015-749X
1938-3738
1938-3738
DOI10.1093/forestscience/51.1.64

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Abstract A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results showed that the expected basal area of hardwoods, mainly beech, was substantially higher in the long run than that predicted by the deterministic model. A parallel stochastic model of prices was also developed from past data. It showed that real prices had no trend but that they were autocorrelated over time. The stochastic stand and price models were simulated simultaneously to obtain the probabilities of transition between stand and market states. This transition probability matrix was used in Markov decision-process models to calculate the best decision in each possible stand and market state. The policies examined included maximizing net present value, or expected tree diversity, production, or annual returns, subject to constraints on net present value, expected tree diversity, and basal area. A general mathematical programming method is presented to optimize economic or ecological objective functions subject to multiple constraints with or without time discounting. In the French Jura context, the solutions suggested that high net present value could be obtained while maintaining the average basal area near its current level, and keeping a high level of tree diversity. Accounting for risk called for more intense harvesting to raise revenues, and it led to stands that were much more diverse than suggested by deterministic solutions. FOR. SCI. 51(1):64-75.
AbstractList Abstract A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results showed that the expected basal area of hardwoods, mainly beech, was substantially higher in the long run than that predicted by the deterministic model. A parallel stochastic model of prices was also developed from past data. It showed that real prices had no trend but that they were autocorrelated over time. The stochastic stand and price models were simulated simultaneously to obtain the probabilities of transition between stand and market states. This transition probability matrix was used in Markov decision-process models to calculate the best decision in each possible stand and market state. The policies examined included maximizing net present value, or expected tree diversity, production, or annual returns, subject to constraints on net present value, expected tree diversity, and basal area. A general mathematical programming method is presented to optimize economic or ecological objective functions subject to multiple constraints with or without time discounting. In the French Jura context, the solutions suggested that high net present value could be obtained while maintaining the average basal area near its current level, and keeping a high level of tree diversity. Accounting for risk called for more intense harvesting to raise revenues, and it led to stands that were much more diverse than suggested by deterministic solutions. FOR. SCI. 51(1):64–75.
absent
A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results showed that the expected basal area of hardwoods, mainly beech, was substantially higher in the long run than that predicted by the deterministic model. A parallel stochastic model of prices was also developed from past data. It showed that real prices had no trend but that they were autocorrelated over time. The stochastic stand and price models were simulated simultaneously to obtain the probabilities of transition between stand and market states. This transition probability matrix was used in Markov decision-process models to calculate the best decision in each possible stand and market state. The policies examined included maximizing net present value, or expected tree diversity, production, or annual returns, subject to constraints on net present value, expected tree diversity, and basal area. A general mathematical programming method is presented to optimize economic or ecological objective functions subject to multiple constraints with or without time discounting. In the French Jura context, the solutions suggested that high net present value could be obtained while maintaining the average basal area near its current level, and keeping a high level of tree diversity. Accounting for risk called for more intense harvesting to raise revenues, and it led to stands that were much more diverse than suggested by deterministic solutions. FOR. SCI. 51(1):64–75.
Random shocks were identified in uneven-aged stands of fir, spruce, and hardwoods using an extended deterministic matrix growth model. Hardwood basal area was higher in the long term than originally predicted. A stochastic price model using past data showed that there was no trend in real prices, although they were autocorrelated over time. The probabilities of transition between stand and market states were estimated with both models, and these were used to support a decision-making model maximizing net present value, tree diversity, production, or annual returns. The model was applied to the French Jura.
A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results showed that the expected basal area of hardwoods, mainly beech, was substantially higher in the long run than that predicted by the deterministic model. A parallel stochastic model of prices was also developed from past data. It showed that real prices had no trend but that they were autocorrelated over time. The stochastic stand and price models were simulated simultaneously to obtain the probabilities of transition between stand and market states. This transition probability matrix was used in Markov decision-process models to calculate the best decision in each possible stand and market state. The policies examined included maximizing net present value, or expected tree diversity, production, or annual returns, subject to constraints on net present value, expected tree diversity, and basal area. A general mathematical programming method is presented to optimize economic or ecological objective functions subject to multiple constraints with or without time discounting. In the French Jura context, the solutions suggested that high net present value could be obtained while maintaining the average basal area near its current level, and keeping a high level of tree diversity. Accounting for risk called for more intense harvesting to raise revenues, and it led to stands that were much more diverse than suggested by deterministic solutions. FOR. SCI. 51(1): 64-75. [PUBLICATION ABSTRACT] Key Words: risk, economics, ecology, diversity, Markov chain.
Author Peyron, J.L
Rollin, F
Buongiorno, J
Zhou, M
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Copyright 2005 by the Society of American Foresters 2005
Copyright Society of American Foresters Feb 2005
2005 by the Society of American Foresters
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Issue 1
Keywords forest
forestry science
natural resources
forestry research
forest management
Markov chain
economics
ecology
diversity
risk
forest resources
forestry
natural resource management
environmental management
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Snippet A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results showed that...
Abstract A deterministic matrix growth model of uneven-aged stands of fir, spruce, and hardwood trees was extended to recognize random shocks. The results...
Random shocks were identified in uneven-aged stands of fir, spruce, and hardwoods using an extended deterministic matrix growth model. Hardwood basal area was...
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SubjectTerms Agricultural sciences
Biodiversity
Constraints
Ecology
economic policy
Economics
environmental policy
equations
forest management
Forestry economics
France
Growth models
Hardwoods
Life Sciences
Markov chains
Mathematical models
Mathematical programming
mixed forests
Net present value
Optimization
Plant diversity
prices
species diversity
statistical models
Stochastic models
stochastic processes
Transition probabilities
Trees
uneven-aged stands
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