Integrating multiple sources of data to construct a time series of recreational catch and effort for the West Coast bioregion of Western Australia
Date of Award
Edith Cowan University
Doctor of Philosophy
School of Science
There is growing attention on reconstructing recreational catch to quantify the impacts of recreational fishing. In the absence of quantitative catch and effort data, time series of reconstructed catch and effort are determined from sporadic data sources. The aim of this study was to reconstruct a time series of recreational catches for key species from a boat-based recreational fishery in the West Coast Bioregion of Western Australia from 1993/94 to 2017/18, based on data collected by various survey approaches.
Prior to the reconstruction, there was a need to develop a thorough understanding of the survey methods and the data collected to ensure scientific credibility and stakeholder acceptance of reconstruction results. Thus, preparatory aspects of the reconstruction included a statistical comparison of catch and effort estimates from four Access Point surveys between 1996/97 and 2009/10, which highlighted the need to monitor recreational fisheries at appropriate intervals, particularly when the impacts of management changes on fish populations need to be considered. A further aspect was an assessment of biases in survey design and estimation methods by corroborating independent survey methods involving an off-site Phone-Diary, and on-site Bus-route Access Point and Remote Camera surveys conducted concurrently over a 12- month period in 2011/12. It was found that the relatively low cost and availability of a licensing database as a sampling frame favoured the Phone-Diary survey as a long-term monitoring tool for this boat-based recreational fishery. These two studies provided necessary information for developing the reconstruction method and understanding the limitation of the data and difficulties of the reconstruction.
To reconstruct a time series of recreational catches, a method was developed to integrate data gathered from aperiodic Access Point surveys between 1996/97 and 2009/10, and biennial Phone-Diary surveys from 2011/12 to 2017/18. The catch reconstruction models included parameters for participation (number of fishers) based on the Estimated Residential Population and number of Recreational Boat Fishing Licences, effort (number of days fished per fisher per year), and catch (number of fish per fisher per day) based on the probability of a catch and nonzero catch rate. For many of the species considered, reconstructed annual catch was variable and aligned with estimates from the Access Point and Phone-Diary surveys. Catch information from periodic Phone-Diary surveys provided the necessary information for catch reconstructions, which in turn provided an approach to fill in the gaps between surveys. The reconstruction of catch from recreational fishing provided a time series that can be compared against the commercial sector and be used in stock assessment modelling.
Access to this thesis is embargoed until 20 April 2024.
Lai, E. K. (2022). Integrating multiple sources of data to construct a time series of recreational catch and effort for the West Coast bioregion of Western Australia. Edith Cowan University. Retrieved from https://ro.ecu.edu.au/theses/2524