• 제목/요약/키워드: Selectivity model

검색결과 205건 처리시간 0.028초

SELECT 모델을 이용한 트롤 비교 시험조업법에 의한 망목 선택성에 관한 연구 (A study on the mesh size selectivity by alternate haul method of trawl using the SELECT model)

  • 김성훈;김형석;백세나;김재형;김병관
    • 수산해양기술연구
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    • 제59권2호
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    • pp.99-109
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    • 2023
  • In this study, a comparative test operation was conducted through the alternate haul method to examine the selectivity of the four mesh sizes (60 mm, 90 mm, 110 mm, and 130 mm) of the trawl codend. The selectivity was analyzed using the SELECT model considering the fishing efficiency (split parameter) of each fishing gear in the comparative test fishing operation in the trawl and the maximum likelihood method for parameter estimation. A selectivity master curve was estimated for several mesh sizes using the extended-SELECT model. As a result of analyzing the selectivity for silver croaker based on the results of three times hauls for each experimental gear, it was found that the size of the fish caught increased as the size of the mesh size increased. When the selectivity for each mesh size analyzed by the SELECT model considering the split ratio was evaluated based on the size of the AIC value, the estimated split model was superior to the equal split model. Based on the master curve, the 50% selection length value was 2.893, which was estimated to be 136 mm based on the mesh size of 60 mm. In some selectivity models, there was a large deviance between observed and theoretical values due to the non-uniformity of the distribution of fished length classes. As a result, it is considered that appropriate sea trials and selectivity evaluation methods with high reliability should be applied to present trawl fishery resource management methods.

세고리물레고둥(Buccinum opisthoplectum)의 망목 크기 선택성에 대한 실험적 고찰 (An experimental study on the mesh size selectivity for whelk (Buccinum opisthoplectum))

  • 김성훈;정정모;백세나
    • 수산해양기술연구
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    • 제58권1호
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    • pp.1-9
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    • 2022
  • In this study, the selection action on the mesh in the net pot for whelk (Buccinum opisthoplectum) is experimentally considered, and the selectivity was compared by the SELECT model and the Nashimoto's method with the probability model according to the contact shape of the mesh and the whelk. The experiments of the mesh size selectivity was conducted for two mesh sizes: 70 mm (inner stretched size 65.4 mm) and 44 mm (inner stretched size 39.5 mm). Selectivity experiments were conducted three times in total for each mesh size used 264 whelks. In addition, Nashimoto's method analyzed the retention probability using probability model for whether the mesh passed or not based on the carapace width of the whelk. As a result of the selectivity analysis, the 50% selection carapace width for the mesh size of 70 mm was similar to 43.62 mm in the SELECT model and 42.64 mm in the Nashimoto's method. However, the 44 mm mesh with relatively small mesh size showed differences of 40.01 mm and 26.80 mm, respectively. As for the mesh size selectivity of whelk, it was found that the smaller the mesh size, the lower the selectivity. In addition, in the selectivity study on the mesh size of whelk, an evaluation method that closely considers the contact shape between the mesh and the target species is required.

참조기 (Larimichthys polyactis) 유자망에 있어서 SELECT모델에 의한 적정 망목선택성 곡선 추정 (The estimation of the optimum mesh size selectivity of a drift net for yellow croaker (Larimichthys polyactis) using by the SELECT model)

  • 김성훈;박성욱;이경훈;양용수
    • 수산해양기술연구
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    • 제48권1호
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    • pp.10-19
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    • 2012
  • The mesh selectivity of a drift net for yellow croaker (Larimichthys polyactis) was examined in field experiments with six different net mesh size (40, 45, 50, 55, 60 and 65mm) from April to December, 2008 in the coastal areas of Jeollanam-do in Korea. The total catch of 6,748 consisted of yellow croaker (n=6,310; 89.1% of total catch), common mackerel (n=158; 5.6%) and other species (n=280; 9.6%). The selectivity curve for yellow croaker was fit by the models of selectivity curve in SELECT method. The optimal mesh size for 50% retention for minimum landing size (191mm) of yellow croaker was estimated as 49.6mm-51mm by selectivity curves. And the bi-normal model for the selectivity curve was found to fit the data best.

Spatial Selectivity Estimation for Intersection region Information Using Cumulative Density Histogram

  • Kim byung Cheol;Moon Kyung Do;Ryu Keun Ho
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2004년도 Proceedings of ISRS 2004
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    • pp.721-725
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    • 2004
  • Multiple-count problem is occurred when rectangle objects span across several buckets. The Cumulative Density (CD) histogram is a technique which solves multiple-count problem by keeping four sub-histograms corresponding to the four points of rectangle. Although it provides exact results with constant response time, there is still a considerable issue. Since it is based on a query window which aligns with a given grid, a number of errors may be occurred when it is applied to real applications. In this paper, we proposed selectivity estimation techniques using the generalized cumulative density histogram based on two probabilistic models: (1) probabilistic model which considers the query window area ratio, (2) probabilistic model which considers intersection area between a given grid and objects. In order to evaluate the proposed methods, we experimented with real dataset and experimental results showed that the proposed technique was superior to the existing selectivity estimation techniques. The proposed techniques can be used to accurately quantify the selectivity of the spatial range query on rectangle objects.

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Unbiasedness or Statistical Efficiency: Comparison between One-stage Tobit of MLE and Two-step Tobit of OLS

  • Park, Sun-Young
    • International Journal of Human Ecology
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    • 제4권2호
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    • pp.77-87
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    • 2003
  • This paper tried to construct statistical and econometric models on the basis of economic theory in order to discuss the issue of statistical efficiency and unbiasedness including the sample selection bias correcting problem. Comparative analytical tool were one stage Tobit of Maximum Likelihood estimation and Heckman's two-step Tobit of Ordinary Least Squares. The results showed that the adequacy of model for the analysis on demand and choice, we believe that there is no big difference in explanatory variables between the first selection model and the second linear probability model. Since the Lambda, the self- selectivity correction factor, in the Type II Tobit is not statistically significant, there is no self-selectivity in the Type II Tobit model, indicating that Type I Tobit model would give us better explanation in the demand for and choice which is less complicated statistical method rather than type II model.

Modeling the Selectivity of the Cod-end of a Trawl Using Chaotic Fish Behavior and Neural Networks

  • Kim, Yong-Hae;Wardle, Clement S.
    • Fisheries and Aquatic Sciences
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    • 제11권1호
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    • pp.61-69
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    • 2008
  • Using empirical data of fish performance and physiological limits as well as physical stimuli and environmental data, a cod-end selectivity model based on a chaotic behavior model using the psycho-hydraulic wheel and neural-network approach was established to predict fish escape or herding responses in trawl and cod-end designs. Fish responses in the cod-end were categorized as escape or herding reactions based on their relative positions and reactions to the net wall. Fish movements were regulated by three factors: escape time, a visual looming effect, and an index of body girth-mesh size. The model was applied to haddock in a North Sea bottom trawl including frequencies of movement components, swimming speed, angular velocity, distance to net wall, and the caught-fish ratio; simulation results were similar to field observations. The ratio of retained fish in the cod-end was limited to 37-95% by optomotor coefficient values of 0.3-1.0 and to 13-67% by looming coefficient values of 0.1-1.0. The selectivity curves generated by this model were sensitive to changes in mesh size, towing speed, mesh type, and mesh shape.

근해 유자망에 의해 어획되는 참조기자원의 관리를 위한 가입당 산란자원량 모델의 비교분석 (Coastal Water Fisheries Resources Research Division, National Institute of Fisheries Science)

  • 이은지;서영일;박희원;강희중;장창익
    • 수산해양기술연구
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    • 제51권4호
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    • pp.535-544
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    • 2015
  • 본 연구에서는 가입에 따른 산란자원량의 변화를 나타내어 가입남획을 방지하는 가입당 산란자원량 모델(spawning biomass per recruit model)을 비교 분석하였다. 가입당 산란자원량 모델은 연령별 선택비를 고려하지 않는 (knife-edged selectivity) 방법과 연령별 선택비를 고려한 (age specific selectivity) 방법의 두 가지가 있으며 연령별 선택비를 고려하지 않는 방법의 경우 가입당 자원량의 식에 성숙비를 곱함으로써 가입당 산란자원량을 나타낼 수 있다. 하지만 기존의 가입당 산란자원량 추정 방법은 어구가입 이후의 모든 연령을 고려하지 않고 어구가입 연령의 성숙비만을 가입당 자원량에 곱함으로써 가입당 산란자원량을 계산하였다. 본 연구에서는 이를 수정하여 어구가입 이후의 모든 연령을 고려한, 즉, 연령별 자원량에 대해 가중평균된 성숙비를 가입당 자원량에 곱하여 가입당 산란자원량을 추정하였다. 한국 근해에서 유자망에 의해 어획되는 참조기자원을 대상으로 기존의 방법과 새로운 방법을 적용하여 추정된 가입당 산란자원량을 비교한 결과 어구가입연령의 성숙비가 1.00 이상에서는 가입당 산란자원량이 차이가 없었다. 그러나 성숙비가 1.00 미만인 연령에서는 어구가입연령이 낮을수록 오차가 크게 나타났으며 기존 방법에 의해 가입당 산란자원량이 과소 추정되었고 어구가입연령별로 가입당 산란자원량의 오차 값을 비교하였을 때, 적게는 4세 때의 0.25 g에서 많게는 1세 때의 130.69 g만큼의 오차가 나타났다. 또한 연령별 선택비를 고려하지 않는 방법과 연령별 선택비를 고려한 방법을 통해 $F_{35%}$를 비교한 결과 연령별 선택비를 고려하지 않는 방법 중 기존 방법에 의한 $F_{35%}$가 0.349/year로 나타났으며 새로운 방법에 의한 $F_{35%}$가 0.302/year로써 새로운 방법에 의한 값이 연령별 선택비를 고려한 방법에 의한 $F_{35%}$인 0.320/year와 유사하게 추정되었다. 따라서 본 연구에서 제시된 새로운 가입당 산란자원량 방법은 대부분의 어구가입연령이 2세 미만으로 낮게 나타나는 한국 연근해 어종을 대상으로 가입당 산란자원량 모델을 통해 자원평가를 실시할 경우 가입당 산란자원량과 그에 따른 적정어획수준의 오차 값을 줄여줄 것이며 기존의 방법을 통한 $F_{35%}$의 값은 과대 추정되어 남획의 위험이 있으므로 새로운 방법을 통해 적정어획수준을 추정하는 것이 옳다고 판단된다.

Tubular reactor design for the oxidative dehydrogenation of butene using computational fluid dynamics (CFD) modeling

  • Mendoza, Joseph Albert;Hwang, Sungwon
    • Korean Journal of Chemical Engineering
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    • 제35권11호
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    • pp.2157-2163
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    • 2018
  • Catalytic reactors have been essential for chemical engineering process, and different designs of reactors in multi-scales have been previously studied. Computational fluid dynamics (CFD) utilized in reactor designs have been gaining interest due to its cost-effective advantage in designing the actual reactors before its construction. In this work, butadiene synthesis via oxidative dehydrogenation (ODH) of n-butene using tubular reactor was used as a case study in the CFD model. The effects of coolant and reactor diameter were investigated in assessing the reactor performance. Based on the results of the CFD model, the conversion and selectivity were 86.5% and 59.5% respectively in a fixed bed reactor under adiabatic condition. When coolants were used in a tubular reactor, reactor temperature profiles showed that solar salt had lower temperature gradients inside the reactor than the cooling water. Furthermore, higher conversion (90.9%) and selectivity (90.5%) were observed for solar salt as compared to the cooling water (88.4% for conversion and 86.3% for selectivity). Meanwhile, reducing the reactor diameter resulted in smaller temperature gradients with higher conversion and selectivity.

Developing a Simulator of the Capture Process in Towed Fishing Gears by Chaotic Fish Behavior Model and Parallel Computing

  • Kim Yong-Hae;Ha Seok-Wun;Jun Yong-Kee
    • Fisheries and Aquatic Sciences
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    • 제7권3호
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    • pp.163-170
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    • 2004
  • A fishing simulator for towed fishing gear was investigated in order to mimic the fish behavior in capture process and investigate fishing selectivity. A fish behavior model using a psycho-hydraulic wheel activated by stimuli is established to introduce Lorenz chaos equations and a neural network system and to generate the components of realistic fish capture processes. The fish positions within the specified gear geometry are calculated from normalized intensities of the stimuli of the fishing gear components or neighboring fish and then these are related to the sensitivities and the abilities of the fish. This study is applied to four different towed gears i.e. a bottom trawl, a midwater trawl, a two-boat seine, and an anchovy boat seine and for 17 fish species as mainly caught. The Alpha cluster computer system and Fortran MPI (Message-Passing Interface) parallel programming were used for rapid calculation and mass data processing in this chaotic behavior model. The results of the simulation can be represented as animation of fish movements in relation to fishing gear using Open-GL and C graphic programming and catch data as well as selectivity analysis. The results of this simulator mimicked closely the field studies of the same gears and can therefore be used in further study of fishing gear design, predicting selectivity and indoor training systems.

망지 특성에 따른 방추형 어류의 크기 선택성에 대한 실험적 연구 (An experimental study on the size selectivity of fusiform fish by the netting characteristics)

  • 백세나;김형석;류경진;김성훈
    • 수산해양기술연구
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    • 제59권3호
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    • pp.189-195
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    • 2023
  • This study quantitatively evaluated size selectivity for three netting shapes (T0; regular, T45, T90) and hanging ratio (35%, 70%) of T0 netting used for trawl codend. The size selectivity experiment was performed in a tank using a cube experimental model with a length of 50 cm on one side and 389 experimental individuals, jack mackerel (Trachurus japonicus). In the selectivity analysis, a selectivity curve was created based on the selection ratio using a logistic function, and the 25%, 50%, and 70% selection length and selection range (SR) were obtained. The T0 netting was 19.54 cm when the 50% selective length, which is a selectivity evaluation index, had a hanging ratio of 35%, a selection range of 0.51 cm, and 22.70 cm and 3.08 cm for the hanging ratio of 70%. The T45 netting was 24.34 cm and 2.13 cm, and the T90 netting was 23.51 cm and 2.84 cm. The results of the T45 netting and the T90 netting are similar, and the 50% selection length and selection range were relatively larger than the T0 netting. There was a significant difference in the correlation between the circumference of the inner circle of the mesh by the shape of the netting and the body girth of the experimental individual (Pearson test, r = 0.86, p < 0.05). There was no significant difference in the correlation between the selection ratio by the T0 netting, T45 netting, and T90 netting with a 70% hanging ratio (one-way ANOVA, p > 0.05). The results of this study showed that selectivity such as T45 netting and T90 netting appeared when the hanging ratio, which maximizes the area of T0 netting, was maintained at 70%.