PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY

We developed a stochastic, individual-based computer model that simulates the dynamics of an introduced moose (Alces alces) population, tracks pedigrees, and estimated genetic variables. The program language is Borland C++ and was compiled to run on IBM DOS compatibles with a 386 processor and 640 k...

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Main Authors: MacCracken, James G., Ash, Daniel E., Peek, James M., Van Ballenberghe, Victor
Format: Article in Journal/Newspaper
Language:English
Published: Lakehead University 1996
Subjects:
Online Access:http://alcesjournal.org/index.php/alces/article/view/859
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spelling ftjalces:oai:ojs.pkp.sfu.ca:article/859 2023-12-31T09:58:40+01:00 PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY MacCracken, James G. Ash, Daniel E. Peek, James M. Van Ballenberghe, Victor 1996-01-01 application/pdf http://alcesjournal.org/index.php/alces/article/view/859 eng eng Lakehead University http://alcesjournal.org/index.php/alces/article/view/859/937 http://alcesjournal.org/index.php/alces/article/view/859 Alces: A Journal Devoted to the Biology and Management of Moose; Vol. 32 (1996): Alces Vol. 32 (1996); 163-172 2293-6629 0835-5851 info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion Peer-reviewed Article 1996 ftjalces 2023-12-03T00:08:53Z We developed a stochastic, individual-based computer model that simulates the dynamics of an introduced moose (Alces alces) population, tracks pedigrees, and estimated genetic variables. The program language is Borland C++ and was compiled to run on IBM DOS compatibles with a 386 processor and 640 kilo-bytes (K) of random access memory (RAM). However, running time and RAM requirements increase exponentially with population size and most applications will need 16-32 mega-bytes (100K) of RAM, and a 486 or Pentium processor is recommended. Each time-step is one reproductive cycle, time-steps can be reiterated, and statistics are output for each time-step. Vital rates are fixed or density-dependent. A default file is used to specify vital rates, density-dependent fluctuations, bring behavior variables, inbreeding depression, number of iterations, and age- and sex-specific harvest rates. A data file defines the number of time-steps, age-sex harvest levels, and the characteristics of the base population. The major assumption of this model is the random mating of all sexually mature individuals. However, this assumption can be constrained by a number of breeding behavior variables. An inbreeding coefficient (Fp) is estimated for each individual and fetal death can occur based on the lethal equivalent function of Mills and Smouse (1994). A 2 allele, dominant-recessive function can be used to estimate founder effects. Model outputs include population size and Fd estimates by sex- and age-class, an index of effective population size (Ne) by sex, finite rate of increase (λ), percent twins, pregnancy rate, gene frequencies, and males/female. Sensitivity analyses indicated that variation in output was minimized with 400-700 iterations, density-dependent functions produced expected results, and that population and genetic variables were influenced most by calf and adult female mortality, adult female group size, calf sex ratio, and age to sexual maturity. The effects of translocations and harvesting moose on the adult sex ... Article in Journal/Newspaper Alces alces Alces (A Journal Devoted to the Biology and Management of Moose)
institution Open Polar
collection Alces (A Journal Devoted to the Biology and Management of Moose)
op_collection_id ftjalces
language English
description We developed a stochastic, individual-based computer model that simulates the dynamics of an introduced moose (Alces alces) population, tracks pedigrees, and estimated genetic variables. The program language is Borland C++ and was compiled to run on IBM DOS compatibles with a 386 processor and 640 kilo-bytes (K) of random access memory (RAM). However, running time and RAM requirements increase exponentially with population size and most applications will need 16-32 mega-bytes (100K) of RAM, and a 486 or Pentium processor is recommended. Each time-step is one reproductive cycle, time-steps can be reiterated, and statistics are output for each time-step. Vital rates are fixed or density-dependent. A default file is used to specify vital rates, density-dependent fluctuations, bring behavior variables, inbreeding depression, number of iterations, and age- and sex-specific harvest rates. A data file defines the number of time-steps, age-sex harvest levels, and the characteristics of the base population. The major assumption of this model is the random mating of all sexually mature individuals. However, this assumption can be constrained by a number of breeding behavior variables. An inbreeding coefficient (Fp) is estimated for each individual and fetal death can occur based on the lethal equivalent function of Mills and Smouse (1994). A 2 allele, dominant-recessive function can be used to estimate founder effects. Model outputs include population size and Fd estimates by sex- and age-class, an index of effective population size (Ne) by sex, finite rate of increase (λ), percent twins, pregnancy rate, gene frequencies, and males/female. Sensitivity analyses indicated that variation in output was minimized with 400-700 iterations, density-dependent functions produced expected results, and that population and genetic variables were influenced most by calf and adult female mortality, adult female group size, calf sex ratio, and age to sexual maturity. The effects of translocations and harvesting moose on the adult sex ...
format Article in Journal/Newspaper
author MacCracken, James G.
Ash, Daniel E.
Peek, James M.
Van Ballenberghe, Victor
spellingShingle MacCracken, James G.
Ash, Daniel E.
Peek, James M.
Van Ballenberghe, Victor
PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY
author_facet MacCracken, James G.
Ash, Daniel E.
Peek, James M.
Van Ballenberghe, Victor
author_sort MacCracken, James G.
title PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY
title_short PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY
title_full PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY
title_fullStr PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY
title_full_unstemmed PROGRAM INBRED: MODEL STRUCTURE, ASSUMPTIONS AND SENSITIVITY
title_sort program inbred: model structure, assumptions and sensitivity
publisher Lakehead University
publishDate 1996
url http://alcesjournal.org/index.php/alces/article/view/859
genre Alces alces
genre_facet Alces alces
op_source Alces: A Journal Devoted to the Biology and Management of Moose; Vol. 32 (1996): Alces Vol. 32 (1996); 163-172
2293-6629
0835-5851
op_relation http://alcesjournal.org/index.php/alces/article/view/859/937
http://alcesjournal.org/index.php/alces/article/view/859
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