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DOI10.1016/j.ecolmodel.2013.07.018
Incorporation of diet information derived from Bayesian stable isotope mixing models into mass-balanced marine ecosystem models: A case study from the Marennes-Oleron Estuary, France
Pacella, Stephen R.1,2; Lebreton, Benoit3; Richard, Pierre3; Phillips, Donald2; DeWitt, Theodore H.2; Niquil, Nathalie3
发表日期2013-10-10
ISSN0304-3800
卷号267页码:127-137
英文摘要

We investigated the use of output from Bayesian stable isotope mixing models as constraints for a linear inverse food web model of a temperate intertidal seagrass system in the Marennes-Oleron Bay, France. Linear inverse modeling (LIM) is a technique that estimates a complete network of flows in an under-determined system using a combination of site-specific data and relevant literature data. This estimation of complete flow networks of food webs in marine ecosystems is becoming more recognized for its utility in understanding ecosystem functioning. However, diets and consumption rates of organisms are often difficult or impossible to accurately and reliably measure in the field, resulting in a large amount of uncertainty in the magnitude of consumption flows and resource partitioning in ecosystems. In order to address this issue, this study utilized stable isotope data to help aid in estimating these unknown flows. delta C-13 and delta N-15 isotope data of consumers and producers in the Marennes-Oleron seagrass system was used in Bayesian mixing models. The output of these mixing models was then translated as inequality constraints (minimum and maximum of relative diet contributions) into an inverse analysis model of the seagrass ecosystem. The objective of this study was to investigate how the addition of diet information gained from the stable isotope mixing models would help constrain a linear inverse food web model. In order to investigate this, two inverse food web models were built to track the flow of carbon through the seagrass food web on an annual basis, with units of mgC m(-2) d(-1). The first model (Traditional LIM) included all available data, with the exception of the diet constraints formed from the stable isotope mixing models. The second model (Isotope LIM) was identical to the Traditional LIM, but included the Bayesian mixing model diet constraints. Both models were identical in structure, and intended to model the same Marennes-Oleron intertidal seagrass bed. Each model consisted of 27 compartments (24 living and 3 detrital) and 175 flows. Comparisons between the outputs of the models showed the addition of the Bayesian mixing model-derived isotopic diet constraints further constrained the solution range of all food web flows on average by 26%. Flows that were directly affected by an isotopic diet constraint were 45% further constrained on average. These results showed that incorporation of the isotope information resulted in a more constrained food web model, and demonstrated the benefit of utilizing multi-tracer stable isotope information in ecosystem models. Published by Elsevier B.V.


英文关键词Ecological model;Stable isotope;Inverse analysis;Food web;Seagrass
语种英语
WOS记录号WOS:000324656600012
来源期刊ECOLOGICAL MODELLING
来源机构美国环保署
文献类型期刊论文
条目标识符http://gcip.llas.ac.cn/handle/2XKMVOVA/59359
作者单位1.Oregon State Univ, Coll Earth Ocean & Atmospher Sci, Corvallis, OR 97331 USA;
2.US EPA, Western Ecol Div, Off Res & Dev, Natl Hlth & Environm Effects Res Lab, Corvallis, OR 97333 USA;
3.Univ Rochelle CNRS, UMR 6250, Littoral Environm & Soc LIENSs, F-17000 La Rochelle, France
推荐引用方式
GB/T 7714
Pacella, Stephen R.,Lebreton, Benoit,Richard, Pierre,et al. Incorporation of diet information derived from Bayesian stable isotope mixing models into mass-balanced marine ecosystem models: A case study from the Marennes-Oleron Estuary, France[J]. 美国环保署,2013,267:127-137.
APA Pacella, Stephen R.,Lebreton, Benoit,Richard, Pierre,Phillips, Donald,DeWitt, Theodore H.,&Niquil, Nathalie.(2013).Incorporation of diet information derived from Bayesian stable isotope mixing models into mass-balanced marine ecosystem models: A case study from the Marennes-Oleron Estuary, France.ECOLOGICAL MODELLING,267,127-137.
MLA Pacella, Stephen R.,et al."Incorporation of diet information derived from Bayesian stable isotope mixing models into mass-balanced marine ecosystem models: A case study from the Marennes-Oleron Estuary, France".ECOLOGICAL MODELLING 267(2013):127-137.
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