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BUILDING SIMULATION MODELS OF COMPLEX ECOLOGICAL SYSTEMS BY SUCCESSIVE COMPOSITION AND REUSING SIMULATION EXPERIMENTS

机译:成功组合与重复模拟实验构建复杂生态系统的模拟模型。

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With an increasing demand to manage biological resources even when the supporting systems undergo significant changes there is great need for ecological models which take into account all system levels relevant to the resource. However, the large ecological models rising to this challenge require expertise from, at times, quite distinct branches of science. Therefore, rather than tasking a single individual or working group to expand models beyond their area of expertise, fusing smaller submodels into large complex ones appears as a natural way forward. We propose to ensure the semantic validity of the fused models by carefully interlinking composition and validation steps exploiting earlier simulation experiments. A simulation model of the cod in the Baltic sea will elucidate the approach as the different aspects of respiration, energy budgets and behaviour are fused and validated as a whole after being modeled and validated individually.
机译:即使在支持系统发生重大变化的情况下,对管理生物资源的需求也越来越高,因此非常需要生态模型,该模型应考虑与资源相关的所有系统级别。但是,应对这一挑战的大型生态模型有时需要来自非常不同的科学分支的专业知识。因此,将较小的子模型融合为大型的复杂子模型似乎是一种自然的前进方式,而不是让单个个人或工作组将模型扩展到他们的专业领域之外。我们建议通过利用早期的模拟实验仔细地互连组成和验证步骤,以确保融合模型的语义有效性。在单独建模和验证后,将呼吸,能量预算和行为的不同方面作为一个整体进行融合和验证,在波罗的海鳕鱼的模拟模型将阐明该方法。

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