เปรียบเทียบวิธี

	เมทริกซ์เลสลี (Leslie Matrix)	แบบจำลองการผสม SIAR
สาขาวิชา	นิเวศวิทยา	นิเวศวิทยา
ตระกูล	Process / pipeline	Process / pipeline
ปีกำเนิด	1945	2010
ผู้ริเริ่ม	Patrick Leslie	Andrew Parnell
ประเภท	structured population dynamics	diet and source apportionment analysis
แหล่งต้นตำรับ	Leslie, P. H. (1945). On the use of matrices in certain population mathematics. Biometrika, 33(3), 183-212.	Parnell, A. C., Inger, R., Bearhop, S., & Jackson, A. L. (2010). Source partitioning using stable isotopes: coping with too much variation. PLoS ONE, 5(3), e9672.
ชื่อเรียกอื่น	Leslie model, age-structured population model, matrix population model, population dynamics	isotope mixing model, Bayesian mixing model, source apportionment, diet analysis
ที่เกี่ยวข้อง	4	4
สรุป	The Leslie matrix is a deterministic model of age-structured population dynamics, introduced by Patrick Leslie (1945). It projects population size and structure forward in time using age-specific fertility and survival rates. A Leslie matrix encodes these vital rates in a square matrix; multiplying the matrix by a population vector yields the population's composition at the next time step. This approach enables calculation of the population's asymptotic growth rate (λ), identification of stable age structure, and sensitivity analysis—understanding which vital rates most strongly influence population growth.	The Stable Isotope Analysis in R (SIAR) mixing model is a Bayesian framework for estimating the proportional contributions of dietary sources to a consumer, using stable isotope ratios. Developed by Parnell and colleagues (2010) and implemented in the R package siar (and its successor MixSIAR), this method integrates isotopic data from potential food sources and consumers to infer diets. It accounts for uncertainty in isotope fractionation (the shift in isotope ratios between diet and tissue) and natural variation among source populations, producing probability distributions rather than point estimates of diet composition.