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Multi-objective forest management under risk by exploring Pareto frontier

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DataCite Commons2020-09-02 更新2024-08-17 收录
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https://figshare.com/articles/dataset/Multi-objective_forest_management_under_risk_by_exploring_Pareto_frontier/5044702/2
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This study focuses on developing an explicit multiple-objective forest management model to examine the interactions of timber production <br>and biodiversity as well as net carbon sequestration in a forest ecosystem under fire risk. The multi-objective optimization approach used here <br>is based on the concept of Pareto optimality, and on computing the Pareto frontier (the set of non-dominated solutions), instead of a single solution. <br>This problem of forest management under risk is modelled as Markov Decision Processes (MDP), and evaluations of the different functions of the forest are <br>simultaneously considered by building Pareto fronts. <br>The MDP framework is applied to the management of a private forest located in southwestern France. <br>We identify (i) ``optimal'' forest management practices for each objective separately and (ii) trade-off policies considering all objectives jointly.
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figshare
创建时间:
2018-01-31
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