Video capture of crustacean fisheries data as an alternative to on-board observers

Abstract For EU member states to meet the requirements of the Marine Strategy Framework Directive and the reformed Common Fisheries Policy, it will be necessary to improve data collection related to many fisheries that are at present subject to relatively little monitoring or scientific research. Th...

Full description

Bibliographic Details
Published in:ICES Journal of Marine Science
Main Authors: Hold, Natalie, Murray, Lee G., Pantin, Julia R., Haig, Jodie A., Hinz, Hilmar, Kaiser, Michel J.
Format: Article in Journal/Newspaper
Language:English
Published: Oxford University Press (OUP) 2015
Subjects:
Online Access:http://dx.doi.org/10.1093/icesjms/fsv030
http://academic.oup.com/icesjms/article-pdf/72/6/1811/31225205/fsv030.pdf
id croxfordunivpr:10.1093/icesjms/fsv030
record_format openpolar
spelling croxfordunivpr:10.1093/icesjms/fsv030 2024-09-15T18:10:54+00:00 Video capture of crustacean fisheries data as an alternative to on-board observers Hold, Natalie Murray, Lee G. Pantin, Julia R. Haig, Jodie A. Hinz, Hilmar Kaiser, Michel J. 2015 http://dx.doi.org/10.1093/icesjms/fsv030 http://academic.oup.com/icesjms/article-pdf/72/6/1811/31225205/fsv030.pdf en eng Oxford University Press (OUP) ICES Journal of Marine Science volume 72, issue 6, page 1811-1821 ISSN 1095-9289 1054-3139 journal-article 2015 croxfordunivpr https://doi.org/10.1093/icesjms/fsv030 2024-09-03T04:13:04Z Abstract For EU member states to meet the requirements of the Marine Strategy Framework Directive and the reformed Common Fisheries Policy, it will be necessary to improve data collection related to many fisheries that are at present subject to relatively little monitoring or scientific research. This study evaluated the use of on-board camera systems to collect data from Cancer pagurus and Homarus gammarus fisheries. We evaluated the reliability of the hardware and its ability to collect images of sufficient accuracy and precision compared with using on-board observers. Fishers and on-board observers passed animals removed from traps across a defined area. The relationship between the in situ and predicted measurements of carapace length of lobsters or carapace width (CW) of crabs was investigated. The mean difference between the predicted and real crab measurements was −0.853 mm with a standard error of 0.378 mm. Suggesting that the model tends to underestimate the real CW slightly. The mean difference between predicted and real data for lobsters was 0.085 mm with a standard error of 0.208 mm. Sex allocation for crabs based on video images was 100% accurate. All male lobsters were correctly assigned. For lobsters >86 mm in length, the correct female sex allocation was 100% accurate. For smaller lobsters, the accuracy of sex allocation decreased to a low of 51% in lobsters <70 mm. Camera systems were found to be a suitable method for collecting data on the size and sex of crabs and lobsters. The error attributable to using video data rather than manual measurement was less than 3 mm, which is sufficient to detect growth increments in these species. The requirements to collect basic species data are increasing and the ability to do so without on-board observers will reduce the cost implications of these requirements. Future computer automation of image extraction and measurements will increase the application of video systems for data collection. Article in Journal/Newspaper Homarus gammarus Oxford University Press ICES Journal of Marine Science 72 6 1811 1821
institution Open Polar
collection Oxford University Press
op_collection_id croxfordunivpr
language English
description Abstract For EU member states to meet the requirements of the Marine Strategy Framework Directive and the reformed Common Fisheries Policy, it will be necessary to improve data collection related to many fisheries that are at present subject to relatively little monitoring or scientific research. This study evaluated the use of on-board camera systems to collect data from Cancer pagurus and Homarus gammarus fisheries. We evaluated the reliability of the hardware and its ability to collect images of sufficient accuracy and precision compared with using on-board observers. Fishers and on-board observers passed animals removed from traps across a defined area. The relationship between the in situ and predicted measurements of carapace length of lobsters or carapace width (CW) of crabs was investigated. The mean difference between the predicted and real crab measurements was −0.853 mm with a standard error of 0.378 mm. Suggesting that the model tends to underestimate the real CW slightly. The mean difference between predicted and real data for lobsters was 0.085 mm with a standard error of 0.208 mm. Sex allocation for crabs based on video images was 100% accurate. All male lobsters were correctly assigned. For lobsters >86 mm in length, the correct female sex allocation was 100% accurate. For smaller lobsters, the accuracy of sex allocation decreased to a low of 51% in lobsters <70 mm. Camera systems were found to be a suitable method for collecting data on the size and sex of crabs and lobsters. The error attributable to using video data rather than manual measurement was less than 3 mm, which is sufficient to detect growth increments in these species. The requirements to collect basic species data are increasing and the ability to do so without on-board observers will reduce the cost implications of these requirements. Future computer automation of image extraction and measurements will increase the application of video systems for data collection.
format Article in Journal/Newspaper
author Hold, Natalie
Murray, Lee G.
Pantin, Julia R.
Haig, Jodie A.
Hinz, Hilmar
Kaiser, Michel J.
spellingShingle Hold, Natalie
Murray, Lee G.
Pantin, Julia R.
Haig, Jodie A.
Hinz, Hilmar
Kaiser, Michel J.
Video capture of crustacean fisheries data as an alternative to on-board observers
author_facet Hold, Natalie
Murray, Lee G.
Pantin, Julia R.
Haig, Jodie A.
Hinz, Hilmar
Kaiser, Michel J.
author_sort Hold, Natalie
title Video capture of crustacean fisheries data as an alternative to on-board observers
title_short Video capture of crustacean fisheries data as an alternative to on-board observers
title_full Video capture of crustacean fisheries data as an alternative to on-board observers
title_fullStr Video capture of crustacean fisheries data as an alternative to on-board observers
title_full_unstemmed Video capture of crustacean fisheries data as an alternative to on-board observers
title_sort video capture of crustacean fisheries data as an alternative to on-board observers
publisher Oxford University Press (OUP)
publishDate 2015
url http://dx.doi.org/10.1093/icesjms/fsv030
http://academic.oup.com/icesjms/article-pdf/72/6/1811/31225205/fsv030.pdf
genre Homarus gammarus
genre_facet Homarus gammarus
op_source ICES Journal of Marine Science
volume 72, issue 6, page 1811-1821
ISSN 1095-9289 1054-3139
op_doi https://doi.org/10.1093/icesjms/fsv030
container_title ICES Journal of Marine Science
container_volume 72
container_issue 6
container_start_page 1811
op_container_end_page 1821
_version_ 1810448488355332096