80 results

Developing automated data cleansing and validation processes for fisheries catch and effort data

Project number: 2017-085
Project Status:
Current
Budget expenditure: $397,750.00
Principal Investigator: Karina C. Hall
Organisation: Department of Primary Industries and Regional Development (NSW)
Project start/end date: 21 Dec 2017 - 29 Jun 2020
Contact:
FRDC

Need

During a recent national Fisheries Statistics Working Group meeting, data managers from all Australian states highlighted and discussed the likely high prevalence of inaccurate or fraudulent data supplied by fishers and accrued through data-entry errors. Current data quality control measures in each jurisdiction are largely heterogeneous, undocumented and often rely on manual checks by clerks or analysts that are labour intensive and costly and not routinely executed. Because many of these checks occur during manual data entry of paper-based records, these are likely to become obsolete as reliance on electronic reporting increases, with data entered directly by fishers through online portals or mobile applications.

There is a need to develop automated data cleansing and diagnostic procedures that can be applied post-hoc or retrospectively to large fisheries databases to detect and flag errors and outliers and provide subsets of reliable catch and effort data for stock assessments and other analyses. This project will contribute towards addressing these issues, by developing automated processes to routinely assess newly entered fisheries catch and effort data for errors, retrospectively quantify error rates in existing data and assess their likely influence on the outputs of stock assessment analyses. The outcomes will help improve the quality and accuracy of catch and effort data used in routine stock assessments, and in turn lead to more sustainable management of wild capture fisheries resources.

Objectives

1. Review existing data quality control and cleansing processes applied to fisheries catch and effort databases in all state and commonwealth jurisdictions.
2. Develop a suite of generic algorithmic and statistical approaches to detect and flag different error types (e.g., anomalous, missing and outlying values) in fisheries catch and effort relational databases.
3. Trial the above approaches with several case-study fisheries datasets to assess the performance of different data cleansing approaches, quantify error rates and types and assess the sensitivity of catch and effort statistics to these errors and outliers.
4. On the basis of the above findings, recommend a standard national approach for data cleansing and validation of fisheries catch and effort data.
5. Customise and integrate the generic approaches into NSW fisheries database systems to implement automated data cleansing processes.
6. Extend the results of the project to fishers and industry representatives to encourage greater accuracy in fisheries catch and effort data reporting.
Environment

An assessment of the impact of offshore recreational fishing in NSW waters on the management of commercial fisheries

Project number: 1994-053
Project Status:
Completed
Budget expenditure: $181,426.68
Principal Investigator: Aldo S. Steffe
Organisation: Department of Primary Industries and Regional Development (NSW)
Project start/end date: 12 Oct 1994 - 30 Mar 1997
Contact:
FRDC

Objectives

1. On a state wide scale, estimate the total harvest, fishing effort and CPUE of recreational anglers who fish in the offshore waters of NSW
2. Relate the estimates of total harvest from the recreational fishing population to the allocation of resources between recreational and commercial users

Final report

ISBN: 0 7310 9405 0
Author: Aldo Steffe
Final Report • 1996-11-26 • 2.09 MB
1994-053-DLD.pdf

Summary

Conflict between the recreational and commercial sectors has long been a fisheries management problem. This conflict has been escalating in recent years as both sectors attempt to maximise catches. Consequently, there is increasing pressure being applied to fisheries managers to make appropriate allocation decisions regarding fishing opportunities for the various commercial and recreational user-groups. Accurate estimates of the magnitude of the recreational catch and fishing effort are required before any equitable allocation of resources among the commercial and recreational sectors can be made. Further, the acceptance of any management strategies by the general public and the various user-groups also requires that the calculations that underpin allocation decisions can be demonstrated to be sound and justified.

We have combined on-site surveys at large access sites with data obtained from a recreational boat movement logbook study to estimate the number of daytime recreational trailer boat fishing trips, and the number of daytime recreational cruiser and gameboat fishing trips, for all large sites that provide access for these types of boats to the marine waters of NSW. This same combination of on-site methods has also been used to estimate the day-time harvest of recreational trailer boat anglers, for all large sites that provide trailer boat access to the marine waters of NSW. We estimated that in excess of217,500 trailer boat trips were made from large access sites throughout the state during the first survey year (September 1993 to August 1994 inclusive) and more than 214,800 trips occurred during the second survey year (September 1994 to August 1995 inclusive). We estimated that in excess of 24,500 cruiser and gameboat trips were made from large access sites throughout the state during the first survey year (September 1993 to August 1994 inclusive) and more than 25,000 trips occurred during the second survey year (September 1994 to August 1995 inclusive).

We also conducted over 10,600 interviews with trailer boat angling parties during the two year period of the survey and found the retained catch of this marine recreational fishery to be extremely diverse. We recorded 210 taxa in the harvest statewide. Despite this diverse harvest, relatively few species accounted for the bulk of the recreational harvest, by weight and by number offish. The top ten species always accounted for more than 68% by number, and 59% by weight, of the recreational trailer boat harvest. This pattern of harvesting was consistent among regions and between survey years. The main species, by weight, during the first survey year were eastern blue-spotted flathead (229.3 tonnes), snapper (184.2 tonnes), silver trevally (103.5 tonnes), blue morwong (90.9 tonnes), yellowfin tuna (73. l tonnes), skipjack tuna (56.8 tonnes), kingfish (53.0 tonnes), silver sweep (47.5 tonnes), slimy mackerel (40.1 tonnes), and albacore (38.7 tonnes). The main species, by weight, during the second survey year were eastern blue-spotted flathead (207. 5 tonnes), snapper (18 7 .6 tonnes), silver trevally (112.3 tonnes), yellowfin tuna (59.1 tonnes), blue morwong (54.9 tonnes), silver sweep (43.2 tonnes), skipjack tuna (39.0 tonnes), kingfish (35.8 tonnes), albacore (35.1 tonnes), and sergeant baker (32.0 tonnes). Overall, recreational trailer boat harvests in excess of one tonne statewide were recorded for 55 taxa during the first survey year, and 54 taxa during the second survey year. Latitudinal differences in recreational harvest were evident for some species. For example, during both survey years the harvest of snapper was greatest in the northern region, intermediate in the central region and lowest in the southern region of the state.

We compared the estimates of daytime recreational harvest taken by trailer boat anglers in coastal waters to the declared commercial landings taken from NSW coastal waters. The recreational harvest was greater, or about the same as, the commercial catch for some species, such as eastern blue-spotted flathead, dolphin fish, cobia, blackspot pigfish, maori wrasse, dusky flathead and red scorpioncod. Conversely, the commercial catch was greater than the recreational daytime harvest for many other species such as snapper, mulloway, john dory, kingfish, blue morwong, nannygai , red gurnard, and silver trevally. We have documented great latitudinal changes in the harvesting patterns of many important species by both the recreational and commercial fisheries, which results in regional changes of harvest allocation between the sectors for these species. Examples include eastern blue-spotted flathead, snapper, tiger flathead, and silver trevally.

People
Environment
PROJECT NUMBER • 2019-021
PROJECT STATUS:
CURRENT

Integrating recreational fishing information into harvest strategies for multi-sector fisheries

This interim report provides an update on workshops with recreational fishers, scientists and managers to investigate recreational fishing objectives for three stocks of recreational importance in NSW – Mulloway, Yellowtail Kingfish, and Snapper. The study forms part of a broader research...
ORGANISATION:
Department of Primary Industries and Regional Development (NSW)
Environment
PROJECT NUMBER • 2007-038
PROJECT STATUS:
COMPLETED

Study of ghost fishing in the NSW rock lobster fishery

This project concerns an assessment of the significance ghost fishing in the NSW Rock Lobster Fishery and potential modifications to fishing gears and practices that could minimise trap loss and consequent ghost fishing of the target species, Eastern Rock Lobster, Sagmariasus verreauxi. The...
ORGANISATION:
Department of Primary Industries and Regional Development (NSW)
Environment
PROJECT NUMBER • 1985-074
PROJECT STATUS:
COMPLETED

The fisheries and biology of snapper, Chrysophrys auratus, in New South Wales

The snapper, Chrysophrys auratus, is an economically valuable common property resource that occurs in large numbers in New South Wales waters. Allegations of a resource decline in this major target species of both commercial and recreational fishermen have led to conflict over fishing access and...
ORGANISATION:
Department of Primary Industries and Regional Development (NSW)
Environment
Environment
PROJECT NUMBER • 1985-071
PROJECT STATUS:
COMPLETED

Redfish tagging study, New South Wales

The purpose of this report is to describe the methods used for tagging redfish and discuss the results achieved by the various segments of the project. In conjunction with the tagging study, data on commercial catches of redfish, fishing effort and catch length frequency were also analysed, and the...
ORGANISATION:
Department of Primary Industries and Regional Development (NSW)
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