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Representativeness in
Norwegian ‘reference fleet’
and ‘intercept sampling’
Assessing representativeness and bias in vessel selection in
commercial catch sampling programs conducted in collaboration
with the industry
Edvin Fuglebakk, Gjert Dingsør, Tom Clegg, Håkon Otterå, Jon
Helge Vølstad
Key catch-sampling programs
Reference fleet (High-Seas) Intercept sampling
Sampling
frame
Catches, self-sampled
Vessel > 15m
Landings
Fresh fish
North of 64° N
Selection
14 vessels
Tender 4-6y contracts
Commercial fishing trips
Systematic day visits to landing sites
Intercepts vessels at port arrival
Gears
Trawl
Longline
Gillnet
D. seine
Longline
Gillnet
Jig
Strata Gear Gear - Season (High/Low)
Hierarchy
Area-Quarter
-
Vessel
-
Catch
Site-day
-
landing
Reference fleet – coverage (cod)
area / quarter w 2
vessels
Reference fleet – temporal and spatial
Clusters: area / quarter
Validation
• Model validation approach
• Generic estimators - parameter xp can be
exchanged.
• Estimate of parameters recorded in census:
• xp = catch weight
• xp = position
• xp = time
• Errors quantified in terms of estimated
precision (confidence intervals)
Reference fleet - validation
Reference fleet - validation
Intercept sampling - validation
Conclusions
• Classical model validation supports use of key sampling
programs.
• The reference fleet sample well important parameters: catch-
weight, position, time an depth (within clusters).
• Gear not adressed
• Clustering à trade-off with coverage. Total coverage 77% for
cod.
Acknowledgement
• Co-authors: Gjert Dingsør, Tom Clegg, Håkon
Otterå, Jon Helge Vølstad
Intercept sampling crew
Reference fleet

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Presentation at IFOMC 2018

  • 1. Representativeness in Norwegian ‘reference fleet’ and ‘intercept sampling’ Assessing representativeness and bias in vessel selection in commercial catch sampling programs conducted in collaboration with the industry Edvin Fuglebakk, Gjert Dingsør, Tom Clegg, Håkon Otterå, Jon Helge Vølstad
  • 2. Key catch-sampling programs Reference fleet (High-Seas) Intercept sampling Sampling frame Catches, self-sampled Vessel > 15m Landings Fresh fish North of 64° N Selection 14 vessels Tender 4-6y contracts Commercial fishing trips Systematic day visits to landing sites Intercepts vessels at port arrival Gears Trawl Longline Gillnet D. seine Longline Gillnet Jig Strata Gear Gear - Season (High/Low) Hierarchy Area-Quarter - Vessel - Catch Site-day - landing
  • 3. Reference fleet – coverage (cod) area / quarter w 2 vessels
  • 4. Reference fleet – temporal and spatial Clusters: area / quarter
  • 5. Validation • Model validation approach • Generic estimators - parameter xp can be exchanged. • Estimate of parameters recorded in census: • xp = catch weight • xp = position • xp = time • Errors quantified in terms of estimated precision (confidence intervals)
  • 6. Reference fleet - validation
  • 7. Reference fleet - validation
  • 8. Intercept sampling - validation
  • 9. Conclusions • Classical model validation supports use of key sampling programs. • The reference fleet sample well important parameters: catch- weight, position, time an depth (within clusters). • Gear not adressed • Clustering à trade-off with coverage. Total coverage 77% for cod.
  • 10. Acknowledgement • Co-authors: Gjert Dingsør, Tom Clegg, Håkon Otterå, Jon Helge Vølstad Intercept sampling crew Reference fleet