Simultaneous Analysis of Multiple Length Frequency Data Sets when the Growth Rates Fluctuate between Years
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- Yamakawa Takashi
- Fisheries Research Institute of Mie
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- Matsumiya Yoshiharu
- Ocean Research Institute, The University of Tokyo
Bibliographic Information
- Other Title
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- Simultaneous Analysis of Multiple Lengt
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Abstract
Based on the separation of different cohorts from compound multiple normal distributions, a method is proposed which can simultaneously analyze multiple length frequency data sets even when there is fluctuation in the interannual growth rate. Each parameter can be estimated independently by data set or as common for some or all data sets. Parameters can also be selectedas unknown or can be fixed. Through simultaneous analysis of multiple data sets, accurate estimationscan be carried out allowing utilization of all information inherent in the data. Carapace-length frequency data sets of male Japanese spiny lobster Panulirus japonicus sampled at Wagu, Mie Prefecture, Japan are analyzed as an example. Data for 38, 486 individuals sampled over five fishing seasons (October to April) from the 1990-1991 to the 1994-1995 season are analyzed. Judging from the comparison of AIC values, optimality of the model increased through the introduction of variations to allow for interannual and seasonal growth fluctuations, shifts in the standard deviation with growth, and the totalmortality coefficient for older age groups.
Journal
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- Fisheries science
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Fisheries science 63 (5), 708-714, 1997
The Japanese Society of Fisheries Science
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Details 詳細情報について
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- CRID
- 1390282679407019520
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- NII Article ID
- 130003903100
- 10004871364
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- NII Book ID
- AA10993718
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- NDL BIB ID
- 4326621
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- ISSN
- 09199268
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- Text Lang
- en
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- Data Source
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- JaLC
- NDL
- Crossref
- CiNii Articles
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- Abstract License Flag
- Disallowed