کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
4547967 1627284 2015 14 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Construction of a trophically complex near-shore Antarctic food web model using the Conservative Normal framework with structural coexistence
ترجمه فارسی عنوان
ساخت یک مدل وب کم غذا در کنار دریاچه قطب جنوب با استفاده از چارچوب عادی محافظه کارانه با همزیستی ساختاری
کلمات کلیدی
مدلسازی اکوسیستم، سیستم های زیست محیطی کلموگروف، محافظه کار طبیعی، بهینه سازی، اکوسیستم قطب جنوب
موضوعات مرتبط
مهندسی و علوم پایه علوم زمین و سیارات اقیانوس شناسی
چکیده انگلیسی


• A trophically complex model with structural coexistence is developed.
• Using the conservative normal framework we know a priori many model attributes.
• A technique for parameter optimisation is developed giving improved convergence.

The analysis of trophically complex mathematical ecosystem models is typically carried out using numerical techniques because it is considered that the number and nonlinear nature of the equations involved makes progress using analytic techniques virtually impossible. Exploiting the properties of systems that are written in Kolmogorov form, the conservative normal (CN) framework articulates a number of ecological axioms that govern ecosystems. Previous work has shown that trophically simple models developed within the CN framework are mathematically tractable, simplifying analysis. By exploiting the properties of Kolmogorov ecological systems it is possible to design particular properties, such as the property that all populations remain extant, into an ecological model. Here we demonstrate the usefulness of these results to construct a trophically complex ecosystem model. We also show that the properties of Kolmogorov ecological systems can be exploited to provide a computationally efficient method for the refinement of model parameters which can be used to precondition parameter values used in standard optimisation techniques, such as genetic algorithms, to significantly improve convergence towards a target equilibrium state.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Journal of Marine Systems - Volume 145, May 2015, Pages 1–14
نویسندگان
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