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Matrix models for size-structured populations: Unrealistic fast growth or simply diffusion?

机译:规模结构人口的矩阵模型:不切实际的快速增长或仅仅是扩散?

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摘要

Matrix population models are widely used to study population dynamics but have been criticized because their outputs are sensitive to the dimension of the matrix (or, equivalently, to the class width). This sensitivity is concerning for the population growth rate (l) because this is an intrinsic characteristic of the population that should not depend on the model specification. It has been suggested that the sensitivity of l to matrix dimension was linked to the existence of fast pathways (i.e. the fraction of individuals that systematically move up a class), whose proportion increases when class width increases. We showed that for matrix population models with growth transition only from class i to class iz1, l was independent of the class width when the mortality and the recruitment rates were constant, irrespective of the growth rate. We also showed that if there were indeed fast pathways, there were also in about the same proportion slow pathways (i.e. the fraction of individuals that systematically remained in the same class), and that they jointly act as a diffusion process (where diffusion here is the movement in size of an individual whose size increments are random according to a normal distribution with mean zero). For 53 tree species from a tropical rain forest in the Central African Republic, the diffusion resulting from common matrix dimensions was much stronger than would be realistic. Yet, the sensitivity of l to matrix dimension for a class width in the range 1-10 cm was small, much smaller than the sampling uncertainty on the value of l. Moreover, l could either increase or decrease when class width increased depending on the species. Overall, even if the class width should be kept small enough to limit diffusion, it had little impact on the estimate of l for tree species. (Résumé d'auteur)
机译:矩阵人口模型被广泛用于研究人口动态,但由于其输出对矩阵的尺寸(或等效地,对类的宽度)敏感而受到批评。这种敏感性关系到人口增长率(l),因为这是人口的固有特征,不应该依赖模型规格。有人提出,l对矩阵维数的敏感性与快速路径的存在有关(即系统地向上移动到一类的个体的比例),当类的宽度增加时,其比例也增加。我们表明,对于仅从第i类到第iz1类增长过渡的矩阵人口模型,当死亡率和招募率恒定时,l与类宽度无关,而与增长率无关。我们还表明,如果确实存在快速途径,那么慢速途径的比例也大致相同(即系统地保留在同一阶级中的个体比例),并且它们共同充当了扩散过程(此处的扩散是个体大小的变化,其个体大小的增长根据均值为零的正态分布是随机的)。对于来自中非共和国热带雨林的53种树种,由共同的基质尺寸引起的扩散远强于实际情况。但是,对于1-10 cm范围内的类宽度,l对矩阵尺寸的敏感度很小,远小于l值的采样不确定性。此外,当类别宽度增加时,l可能会增加或减少,具体取决于物种。总体而言,即使应将班级宽度保持足够小以限制扩散,但对树种的l的估计几乎没有影响。 (Résuméd'auteur)

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