• 수산해양기술연구
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• 제48권1호
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• pp.72-81
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• 2012

Using artificial neural network (ANN) technique, auction prices for common mackerel were forecasted with the daily total sale and auction price data at the Busan Cooperative Fish Market before introducing Total Allowable Catch (TAC) system, when catch data had no limit in Korea. Virtual input data produced from actual data were used to improve the accuracy of prediction and the suitable neural network was induced for the prediction. We tested 35 networks to be retained 10, and found good performance network with regression ratio of 0.904 and determination coefficient of 0.695. There were significant variations between training and verification errors in this network. Ideally, it should require more training cases to avoid over-learning, which leads to improve performance and makes the results more reliable. And the precision of prediction was improved when environmental factors including physical and biological variables were added. This network for prediction of price and catch was considered to be applicable for other fishes.

• 한국어업기술학회:학술대회논문집
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• 한국어업기술학회 2003년도 춘계 수산관련학회 공동학술대회발표요지집
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• pp.57-58
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• 2003

현재, 우리나라 주변해역에 있어서는 어업자원의 고갈현상이 급속히 진행되고 있고, 어업자원을 간접적으로 자원을 관리하던 방법에서 직접적으로 관리하기 위한 총 허용어획량(TAC, Total Allowable Catch) 제도를 도입하기에 이르렀다. 이들 어족 자원을 보다 효율적이고 지속적으로 관리하기 위해서는, 어류의 체장추정에 필요한 음향반사강도의 data bank를 구축하는 것이 시급하다. (중략)

• 인터넷정보학회논문지
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• 제25권1호
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• pp.17-27
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• 2024

수산자원의 남획, 기후변화 및 어업종별 경쟁 조업 등으로 어업생산량은 지속적으로 감소하고 있다. 이러한 문제점을 개선하고자 개별어종에 대해 연간 어획량을 설정하여, 그 한도 내에서만 어획을 허용하는 수산자원 관리제도인 TAC(총허용어획량 제도)를 제정하였다. TAC 제도의 일환으로 육상 조사원이 위판장 어종의 체장, 체고를 측정하여 무게를 산출하여 TAC 소진량을 산출한다. 하지만 육상 조사원의 숙련도에 따라 취득 데이터의 정확도가 상이하고 노동 집약적 업무로 인해 지속가능 하지 못하다. 이러한 문제점을 개선하고자 본 논문에서는 물제와의 거리를 측정할 수 있는 스마트 패드의 카메라를 이용하여 TAC 관리 여덟 어종의 체장, 체고를 측정하고 무게를 산출하고 자동화하는 어종 인식 및 체장 측정 시스템을 제안하고자 한다. 이를 통해 현행 노동 집약적 업무의 스마트화와 데이터 누락을 최소화하여 TAC 제도 확립을 기대할 수 있다.

• 수산경영론집
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• 제31권2호
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• pp.47-65
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• 2000

The existing Law of fisheries Management of China was firstly established on October 30th, 1986 and revised in October, 2000. The new Law of Fisheries Management provided a basis for introduction of the TAC (total allowable catch) system into China. Introduction of the TAC system is a natural result of the practise of EEZ (exclusive economic zone). In addition, the inability of the traditional fishery management system and the promising results obtained by conductions of TAC system in some countries with advanced fishery also make the introduction of TAC system a necessity, However, the contradictions between the unrealistic introduction of the fisheries management systems, the small-scale operation, higher expense of the conduction and supervision of the systems, and the insufficiencies of human power, financial fund, and scientific technique of the underdeveloped country resulted in the ineffectiveness of the new systems. So this study is to discuss the background and the possibility of TAC system implementation in china. The results of this study showed that many factors restrict the implementation of TAC system into China at present. It will take a long time to practise the new system. meanwhile, reforming and improving the functions of the existing systems to provide a better environment will play an important role in the introduction of the TAC system into china.

• 수산경영론집
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• 제32권1호
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• pp.99-123
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• 2001

The relatively recent emphasis on a total allowable catch(TAC) system is placing new demands on fisheries management. Korean fisheries law has provided recently for implementation of the TAC based on fishery management system, in order to conserve and manage fisheries resources rationally in its exclusive economic zone(EEZ). In 1998, the TAC system was first applied to Korean fisheries. This TAC system is currently undergoing a second trial period, having been put under the system for 20012002 and continuous trial basis until the complete settlement of EEZ system agreement among three countries, Korea, China and Japan. The TAC system implementation needs are sophisticated information collection, analysis and modeling that will continue to increase and require the high management resources. In addition, data on social and economic impacts on TAC system is sometimes inadequate. The implementation of the TAC system provides a unique opportunity to examine the limits of management information and resources, and to solve the problems in Korean fisheries management system, These limits and problems are complicated by an inadequate biologically and economically information and insufficient management resources. Government and fisheries cooperatives must be cooperated in the management process in order to minimize its conflicts and maximize commitment to sustain fishery development. Recognition of the ineffectiveness and its potential consequences leads to the adoption of the cooperative-based co-management approach in implementation of TAC system. In 1998, the TAC system was first applied to Korean fisheries, where traditional fishery management has consisted mainly of technical measures and input controls. The QMS of TAC system has been implemented in the form of cooperative-based co-management framework. This QMS framework was chosen to overcome many difficulties and limits that a competitive TAC system would impose on Korean traditional fisheries management. The implementation of the QMS of TAC system provides a unique opportunity to examine the limits of management information and resources, and to solve the problems in Korean fisheries management system.

• 수산경영론집
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• 제26권1호
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• pp.41-54
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• 1995

Recently our government intended to change the present fisheries management system into the allocated catch quota system, which is to increase the income of fishermen and to recover the depleted resources up to a desirable level. This paper is to find out the difficulties of introducing the allocated catch quota system into our fisheries mangement system and to reduce the possible errors for the enforcement of this system. The allocated catch quota system can be devided by two kinds, the one is to allocate among industries or fisheries with total allowable catch(TAC) and the other is to allocate among fishermen or individual vessels with individual fish quota(ITQ). The latter is a much advanced control system compared with the former and is what this study treats. This paper reviewed the case of Newzealand and Canada where the ITQ system is introduced earlier and classified the problems by two parts for successful introduction into Korea as follows : (1) allocation method problems, (2) enforcement problems. For the first part the problems to be considered are 1) a scientific oath qouta calculation system is necessary, 2) the quota must be opened, 3) by-catch problems. 4) interactions with adjoining countries. For the second part the problems to be considered are 1) monitoring system, 2) quota transferability, 3) quota flexibility, 4) the enforcement of the system must be connected with the reduction of fishing power, 5) a mass communication and decision making system between government and fishermen is essential.

• 한국정보통신학회:학술대회논문집
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• 한국정보통신학회 2022년도 추계학술대회
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• pp.229-232
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• 2022

최근 우리나라 연근해어업 생산이 줄어들고 있다. 2016년도 연근해어업 생산량이 44년 만에 100만톤 이하로 내려간 이후 회복이 되지 않고 줄어들고 있다. 이와 같은 수산자원 감소에 대응하기 위해 국제적으로 수산자원관리를 위하여 TAC(총허용어획량) 제도를 시행하고 있다. 우리나라는 1999년부터 TAC 제도를 도입하여 자원관리를 수행하고 있다. 본 논문에서는 TAC 제도 시행을 위해서 필수적인 육상 옵서버의 수산자원 조사에 활용이 가능한 인공지능 기반 어류 분류 및 무게 추정 시스템을 제안한다. 이 시스템은 라이다 센서가 탑재된 단말기를 이용하여 어류의 체장, 체고를 자동 측정 및 사진 촬영을 수행하는 앱과 클라우드 서버로 구성된다. 클라우드 서버에는 CNN 기반의 efficientnet 모델을 이용하여 어류 분류를 수행하고 자동 측정된 체장, 체고 정보를 이용하여 어류의 무게를 예측한다. 본 시스템을 이용하면 기존에 육상 옵서버가 위판장에서 줄자와 무게 측정 후 수기로 작성하는 기존 방식을 개선할 수 있다.

• 수산경영론집
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• 제23권2호
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• pp.1-15
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• 1992

With the major changes in fisheries management brought about by technological, politico -legal, and economic and biological development, new problems have emerged in the fisheries sector of the European Community countries. In 1986, the entry of Spain and Portugal to the European Community made the Community the third biggest producer of fishery products in the world. It also had considerable impact on the Common Fisheries Policy (CFP) due to their fishing fleets. This article examines the complexity of establishing the Common Fisheries Policy in the European Community, while underlining the value of such an approach. It reviews four main areas of the common fisheries policy : access to waters and the conservation and management of stocks ; organization of the market ; structural changes and research, and international relations. It also discusses the specific fisheries problems to which the approach of CAP has been applied. It is argued that the fishery resource policy was the most trublesome to put into practice. It is the forum for such thorny questions as total allowable catch (TAC) and the sharing out of TAC between member states. It is shown that there are many things to be tackled in the CAP for the deeper integration in the fisheries sector. The author concludes by suggesting that the Common Fisheries Policy would be a suitable example to which Republic of Korea could refer in concluding reciprocal fisheries agreements with other countries and making the cooperative fisheries policy with North Korea.

• 자원ㆍ환경경제연구
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• 제17권4호
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• pp.775-812
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• 2008

본 연구는 양도성개별할당량(individual transferable quota:ITQ)제도하에서 어획량 보고 시스템과 관련된 뉴질랜드의 독특한(unique) 어획량균형제도(Catch Balancing Regime)인 추정가치(deemed value) 시스템의 시행전략에 관한 한 이론적 모델을 제시한다. 본 논문에서 제시된 시행전략모델은 현시원칙(revelation principle)과 유인합치성(incentive compatibility)이론에 근거한 이론적 실증 분석에 기초한다. 분석 결과, 뉴질랜드에서 시행되고 있는 추정가치 시스템은 ITQ 제도하에서 지금껏 규제의 사각지대로 여겨졌던 부수어획(bycatch)과 불법투기(discarding), 그리고 남획(overfishing)과 같은 난제들을 통제 조정할 수 있는 가치 있는 제도적 메커니즘을 가지고 있는 것으로 나타났다. 다시 말해, 분석된 추정가치 시스템에 의한 어획량균형제도의 시행은 우선, 쿼타 보유자들의 어획보고에 대한 규제순응(regulatory compliance)을 향상시키고, 둘째, 어업의 감시 감독(surveillance monitoring)에 대한 비용을 안정화시키며, 셋째, 어자원의 지속적 효율적 관리에 대한 긍정적 유인을 제공한다.

• 수산해양교육연구
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• 제10권2호
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• pp.162-183
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• 1998

The fisheries resources control system in the Fisheries Act of Korea is introducing technical management method and input control method that controls fishing effort. Fishing effort control system of Korea aiming at realizing the maximum sustainable yield does not regulating the limitation of fishing quota and the limitation of fisheries object target fish. Therefore fishing operators who have fishing permit can use fishery resources without any restriction of fishing quota. But there are no rules that can controlling capacity of productivity of fishing by developing of fishing technic and fishing gear. For those reasons, productivity of fishing is superior to reproductivity of fisheries resources. Therefore, the Fisheries Act of Korea rearranges a legal basis for an introduction of fisheries resources management system by TAC, but the contents to be possible for a legal guarantee is not included and it is exceedingly defective as abstract and institutional devices. And that the affairs to be required for an enforcement of the said regime was placed in an administrative mandatory legislation and the danger to be degenerated is high in accordance with the bureaucratic self-righteous and/or the coercion of group's interest concerned and accordingly its substitute legislation system is keenly required. TAC system that is going to be introduced in our country is expected to enforce the Olympic fishing method and the individual quota method in parallel. This method is not certainly proper, because it occurs to overcapitalize and to compete fishing amounts between fishery operators. So as to prevent overcapitalization and fishing competition between fishery operators, and the exhaustion of coastal fisheries resources, individual transferable quota system should be introduced in Korean sea. Accordingly this thesis has attempted to constitute a view to improving problems of the traditional fisheries resources control system and introducing TAC fisheries resources control system.