Simultaneous estimation of mortality and dispersal rates of an artificially released population |
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Authors: | Hiroyuki Matsuda Tatsuro Akamine |
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Institution: | 1. Department of Biology, Faculty of Science, Kyushu University, Higashi-ku, 812, Fukuoka, Japan 2. National Research Institute of Fisheries Science, Fukuura, Kanazawa-ku, 236, Yokohama, Japan
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Abstract: | Mark-recapture methods cannot estimate both mortality and dispersal rates of a wild population simultaneously. However, when an artificially cultured population is released into an area, the initial population size and the initial population distribution are usually known. If artificially cultured individuals are released with marks or distinguished from wild individuals or if no wild individual exists in the study area, we can estimate both the mortality and dispersal rates of the artificial population. The numbers of dispersed and dead individuals are estimated from the dispersal rate from the diffusion model and the total decreasing rate estimated from a mark-recapture data. We can estimate both the time-dependent and time-independent dispersal rates from the data. We choose the best fit model that has the smallest value of Akaike's Information Criteria. We also consider ‘concentric circles approximation” of spatial distribution, in which the cumulative and frequency distributions are analytically obtained. |
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Keywords: | maximum likelihood method diffusion equation random dispersal mark-recapture method Akaike's Information Criteria |
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