期刊
ICES JOURNAL OF MARINE SCIENCE
卷 77, 期 7-8, 页码 2590-2599出版社
OXFORD UNIV PRESS
DOI: 10.1093/icesjms/fsaa120
关键词
fisheries independent surveys; NORWECOM.E2E; OSSE; simulating surveys; StoX; survey estimates
资金
- Norwegian Seafood Research Fund (FHF) through the PELFOSS (PELagic Fish Observation System Simulator) project [901319]
- European Union's Horizon 2020 Research and Innovation programme [677038]
- Research Council of Norway through the sustainable multi-species harvest from the Norwegian Sea and adjacent ecosystems [299554]
- REDUS project - Norwegian Ministry of Trade, Industry and Fisheries
Fisheries independent surveys support science and fisheries assessments but are costly. Evaluating the efficacy of a survey before initiating it could save costs. We used the NORWECOM.E2E model to simulate Northeast Atlantic mackerel and Norwegian spring spawning herring distributions in the Norwegian Sea, and we ran vessel transects in silico to simulate acoustic-trawl surveys. The simulated data were processed using standard survey estimation software and compared to the stock abundances in the ecosystem model. Three existing real surveys were manipulated to demonstrate how the simulation framework can be used to investigate effects of changes in survey timing, direction, and coverage on survey estimates. The method picked up general sources of biases and variance, i.e. that surveys conducted during fish migrations are more vulnerable in terms of bias to timing and changes in survey direction than during more stationary situations and that increased effort reduced the sampling variance.
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