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The assessment of a global marine ecosystem model on the basis ofudemergent properties and ecosystem function: a case study withudERSEM

机译:基于 ud的全球海洋生态系统模型评估涌现特性与生态系统功能:以 ud为例的案例研究ERSEM

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摘要

Ecosystem models are often assessed using quantitative metrics of absolute ecosystem state, but these model-data comparisons are disproportionately vulnerable to discrepancies in the location of important circulation features. An alternative method is to demonstrate the models capacity to represent ecosystem function; the emergence of a coherent natural relationship in a simulation indicates that the model may have an appropriate representation of the ecosystem functions that lead to the emergent relationship. Furthermore, as emergent properties are large-scale properties of the system, model validation with emergent properties is possible even when there is very little or no appropriate data for the region under study, or when the hydrodynamic component of the model differs significantly from that observed in nature at the same location and time.ududA selection of published meta-analyses are used to establish the validity of a complex marine ecosystem model and to demonstrate the power of validation with emergent properties. These relationships include the phytoplankton community structure, the ratio of carbon to chlorophyll in phytoplankton and particulate organic matter, the ratio of particulate organic carbon to particulate organic nitrogen and the stoichiometric balance of the ecosystem. These metrics can also inform aspects of the marine ecosystem model not available from traditional quantitativeudand qualitative methods. For instance, these emergent properties can be used to validate the design decisions of the model, such as the range of phytoplankton functional types and their behaviour, the stoichiometric flexibility with regards to each nutrient, and the choice of fixed or variable carbon to nitrogen ratios.
机译:生态系统模型通常使用绝对生态系统状态的定量指标进行评估,但这些模型数据比较极易受到重要环流特征位置差异的影响。另一种方法是证明模型代表生态系统功能的能力。模拟中一致自然关系的出现表明该模型可能适当地代表了导致这种新兴关系的生态系统功能。此外,由于紧急状态属性是系统的大规模属性,因此即使当所研究区域的数据很少或没有合适的数据,或者模型的水动力部分与所观察到的明显不同时,也可以使用紧急状态模型进行模型验证在自然界中相同的位置和时间。 ud ud使用一些已发表的荟萃分析来建立一个复杂的海洋生态系统模型的有效性,并证明其在紧急情况下的有效性。这些关系包括浮游植物群落结构,浮游植物中碳与叶绿素和颗粒有机物的比例,颗粒有机碳与颗粒有机氮的比例以及生态系统的化学计量平衡。这些度量还可以为传统的定量定性和定性方法无法提供的海洋生态系统模型的各个方面提供信息。例如,这些新出现的特性可用于验证模型的设计决策,例如浮游植物功能类型的范围及其行为,每种营养素的化学计量灵活性以及碳氮比固定或可变的选择。

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