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Analysis of a Farquhar-von Caemmerer-Berry leaf-level photosynthetic rate model for Populus tremuloides in the context of modeling and measurement limitations

机译:在建模和测量局限性背景下分析胡杨的Farquhar-von Caemmerer-Berry叶水平光合速率模型

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摘要

The balance of mechanistic detail with mathematical simplicity contributes to the broad use of the Farquhar, von Caemmerer and Berry (FvCB) photosynthetic rate model. Here the FvCB model was coupled with a stomatal conductance model to form an [A,g_s] model, and parameterized for mature Populus tremuloides leaves under varying CO_2 and temperature levels. Data were selected to be within typical forest light, CO_2 and temperature ranges, reducing artifacts associated with data collected at extreme values. The error between model-predicted photosynthetic rate (A) and A data was measured in three ways and found to be up to three times greater for each of two independent data sets than for a base-line evaluation using parameterization data. The evaluation methods used here apply to comparisons of model validation results among data sets varying in number and distribution of data, as well as to performance comparisons of [A,g_s] models differing in internal-process components.
机译:机械细节与数学简单性之间的平衡有助于Farquhar,von Caemmerer和Berry(FvCB)光合速率模型的广泛使用。在此,FvCB模型与气孔电导模型耦合以形成[A,g_s]模型,并在变化的CO_2和温度水平下为成熟的杨树叶片参数化。选择的数据应在典型的森林光线,CO_2和温度范围内,以减少与以极值采集的数据相关的伪影。用三种方法测量了模型预测的光合速率(A)和A数据之间的误差,发现与使用参数化数据进行基线评估相比,两个独立数据集的误差最大可达三倍。这里使用的评估方法适用于数据数量和分布不同的数据集之间模型验证结果的比较,以及内部过程组件不同的[A,g_s]模型的性能比较。

著录项

  • 来源
    《Environmental pollution》 |2010年第4期|p.1015-1022|共8页
  • 作者单位

    Department of Mathematics and Statistics, University of Minnesota Duluth, 10 University Drive, Duluth, MN 55812, USA;

    Natural Resources Research Institute, University of Minnesota Duluth, 5013 Miller Trunk Highway, Duluth, MN 55811, USA;

    Natural Resources Research Institute, University of Minnesota Duluth, 5013 Miller Trunk Highway, Duluth, MN 55811, USA;

    School of Forestry Resources and Environmental Science, Michigan Technological University, 1400 Townsend Drive, Houghton, MI 49931, USA Department of Forestry and Environmental Resources, North Carolina State University and Southern Global Change Program, USDA Forest Service, Raleigh, NC 27695-7260, USA;

    Institute of Ecology and Earth Sciences, University of Tartu, 40 Lai Str. 51005, Tartu, Estonia;

    School of Forestry Resources and Environmental Science, Michigan Technological University, 1400 Townsend Drive, Houghton, MI 49931, USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);美国《生物学医学文摘》(MEDLINE);美国《化学文摘》(CA);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    photosynthetic rate model; populus tremuloides; parameterization; validation;

    机译:光合速率模型;山杨参数化验证;
  • 入库时间 2022-08-17 13:28:55

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