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Application of Sampling Theories to Data from Bottom Trawl Surveys Along the Korean Coastal Areas for Inferring the Relative Size of a Fish Population

한반도 연근해 저층 트롤 조사 자료에 표본론을 적용한 개체군의 상대적 크기 추정

  • Lee, Hyotae (Department of Marine Biology, Pukyong National University) ;
  • Hyun, Saang-Yoon (Department of Marine Biology, Pukyong National University)
  • 이효태 (부경대학교 해양생물학과) ;
  • 현상윤 (부경대학교 해양생물학과)
  • Received : 2017.07.26
  • Accepted : 2017.09.04
  • Published : 2017.10.31

Abstract

The Korean National Institute of Fisheries Science (NIFS) has biannually (spring and fall, respectively) deployed a bottom trawl survey along the coastal areas for last decade, taking samples on a regular basis (i.e., a systematic sampling). Despite the availability of the survey data, NIFS has not yet officially reported the estimates of the groundfish population sizes as well as has not evaluated uncertainty of the estimates. The objectives of our study were to infer the relative size of a fish population, applying two different sampling techniques (namely simple and stratified sampling) with different observation units to the NIFS survey data, and to compare those two techniques in bias and precision. For demonstration purposes, we used data on Pacific cod (Gadus macrocephalus) collected by the 2011-2015 surveys, and the results of simple and stratified sampling showed that the point estimates and precision varied by observation unit as well as the sampling technique.

Keywords

References

  1. Cochran WG. 1977. Sampling techniques. John Wiley & Sons, New York, NY, U.S.A., 18-95.
  2. Geoscience Australia. 2010. Geodetic Techniques. Retrieved from http://www.ga.gov.au/scientific-topics/positioning-navigation/geodesy/geodetic-techniques/calculation-methods on Aug 26, 2017.
  3. IPHC (International Pacific Halibut Commission). 2012. IPHC Setline charters 1963 through 2003. Technical Report 58, 12-69.
  4. KODC (Korea Oceanographic Data Center). 2011. NIFS (National Institute of Fisheries Science) Serial Oceanographic Observation. Retrieved from http://kodc.nifs.go.kr/kodc/eng/eng_soo_summary.kodc on Oct 11, 2016.
  5. Lohr SL. 1998. Sampling: Design and analysis. Julet M, ed. Brooks/Cole, Boston, MA, U.S.A., 73-82.
  6. NOAA (National Oceanic and Atmospheric Administration). 1988. An evaluation of the bottom trawl survey program of the northeast fisheries center. NOAA Technical Memorandum NMFS-F/NEC 52, 7-33.
  7. NOAA (National Oceanic and Atmospheric Administration). 2011. The 2003 to 2008 U.S. west coast bottom trawl surveys of groundfish resources off Washington, Oregon, and California: Estimates of distribution, abundance, length, and age composition. NOAA Technical Memorandum NMFSNWFSC 114, 3-10.
  8. NOAA (National Oceanic and Atmospheric Administration). 2012. Assessment or data updates of 13 northeast groundfish stocks through 2010. Northeast Fish Sci Cent Ref Doc 12-06, 185-186.
  9. Perry RI and Smith SJ. 1994. Identifying habitat associations of marine fishes using survey data: An application to the northwest Atlantic. Can J Fish Aquat Sci 51, 589-602. https://doi.org/10.1139/f94-061.
  10. Scheaffer RL, Mendenhall W, Ott RL and Gerow KG. 1971. Elementary survey sampling, Julet M, ed. Brooks/Cole, Boston, MA, U.S.A., 114-133.
  11. Smith SJ and Gavaris S. 1993. Improving the precision of abundance estimates of eastern Scotian shelf Atlantic cod from bottom trawl surveys. North Am J of Fish Management 13, 35-47. http://dx.doi.org/10.1577/1548-8675(1993)013<0035:ITPOAE>2.3.CO;2.
  12. Smith SJ and Hubley B. 2014. Impact of survey design changes on stock assessment advice: Sea scallops. ICES J Mar Sci 71, 320-327. https://doi.org/10.1093/icesjms/fst115.
  13. Smith SJ and Lundy MJ. 2006.Improving the precision of design-based scallop drag surveys using adaptive allocation methods. Can J Fish Aquat Sci 63, 1639-1646. https://doi.org/10.1139/f06-063.
  14. Zhang CI. 2010. Marine fisheries resource ecology. Pukyong National University, Busan, Korea, 368-371.