Hall-Aspland S A, Hall A P, Rogers T L
Australian Marine Mammal Research Centre, Zoological Parks Board of New South Wales/ Veterinary Science Faculty, University of Sydney, P.O Box 20, Mosman, NSW, 2088, Australia.
Oecologia. 2005 Mar;143(1):143-7. doi: 10.1007/s00442-004-1783-0. Epub 2004 Dec 15.
Mixing models are used to determine diets where the number of prey items are greater than one, however, the limitation of the linear mixing method is the lack of a unique solution when the number of potential sources is greater than the number (n) of isotopic signatures +1. Using the IsoSource program all possible combinations of each source contribution (0-100%) in preselected small increments can be examined and a range of values produced for each sample analysed. We propose the use of a Moore Penrose (M-P) pseudoinverse, which involves the inverse of a 2x2 matrix. This is easily generalized to the case of a single isotope with (p) prey sources and produces a specific solution. The Antarctic leopard seal (Hydrurga leptonyx) was used as a model species to test this method. This seal is an opportunistic predator, which preys on a wide range of species including seals, penguins, fish and krill. The M-P method was used to determine the contribution to diet from each of the four prey types based on blood and fur samples collected over three consecutive austral summers. The advantage of the M-P method was the production of a vector of fractions f for each predator isotopic value, allowing us to identify the relative variation in dietary proportions. Comparison of the calculated fractions from this method with 'means' from IsoSource allowed confidence in the new approach for the case of a single isotope, N.
混合模型用于确定猎物种类数量大于一种时的饮食结构,然而,线性混合方法的局限性在于,当潜在来源的数量大于同位素特征数量(n)加1时,缺乏唯一解。使用IsoSource程序,可以检查预先选择的小增量中每个来源贡献(0 - 100%)的所有可能组合,并为每个分析的样本生成一系列值。我们建议使用摩尔 - 彭罗斯(M - P)伪逆,它涉及一个2×2矩阵的逆。这很容易推广到具有(p)个猎物来源的单一同位素的情况,并产生一个特定的解。南极豹海豹(Hydrurga leptonyx)被用作模型物种来测试这种方法。这种海豹是机会主义捕食者,捕食包括海豹、企鹅、鱼类和磷虾在内的多种物种。基于连续三个南半球夏季收集的血液和皮毛样本,使用M - P方法确定四种猎物类型中每种对饮食的贡献。M - P方法的优点是为每个捕食者同位素值生成一个分数向量f,使我们能够识别饮食比例的相对变化。将该方法计算的分数与IsoSource的“均值”进行比较,使得对于单一同位素N的情况,对新方法有信心。