Informing Risk Assessment Through Estimating Interaction Rates Between Australian Sea Lions and Western Australia’S Temperate Demersal Gillnet Fisheries
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Informing risk assessment through estimating interaction rates between Australian sea lions and Western Australia’s temperate demersal gillnet fisheries Hesp, S. A., Tweedley, J.R. , McAuley, R., Tink, C.J. , Campbell, R.A. , Chuwen, B.M. & Hall, N.G. Project No. 2009/096 Informing risk assessment through estimating interaction rates between Australian sea lions and Western Australia’s temperate demersal gillnet fisheries Hesp, S.A., Tweedley, J.R., McAuley, R., Tink, C.J., Campbell, R.A., Chuwen, B.M. & Hall, N.G January 2012 Centre for Fish and Fisheries Research Murdoch University, Murdoch Western Australia, 6150 ISBN: 978-1-921877-00-1 Copyright: Fisheries Research and Development Corporation and Murdoch University 2012 This work is copyright. Except as permitted under the Copyright Act 1968 (Cth), no part of this publication may be reproduced by any process, electronic or otherwise, without the specific written permission of the copyright owners. Information may not be stored electronically in any form whatsoever without such permission. Disclaimer: The authors do not warrant that the information in this document is free from errors or omissions. The authors do not accept any form of liability, be it contractual, tortious, or otherwise, for the contents of this document or for any consequences arising from its use or any reliance placed upon it. The information, opinions and advice contained in this document may not relate, or be relevant, to a readers particular circumstances. Opinions expressed by the authors are the individual opinions expressed by those persons and are not necessarily those of the publisher, research provider or the FRDC. The Fisheries Research and Development Corporation plans, invests in and manages fisheries research and development throughout Australia. It is a statutory authority within the portfolio of the federal Minister for Agriculture, Fisheries and Forestry, jointly funded by the Australian Government and the fishing industry. Fisheries Research and Development Corporation Report FRDC Project 2009/096 TABLE OF CONTENTS OBJECTIVES: ..................................................................................................................................................... 1 NON TECHNICAL SUMMARY:............................................................................................................................ 2 ACKNOWLEDGEMENTS .................................................................................................................................... 4 BACKGROUND .................................................................................................................................................. 5 Temperate demersal gillnet fisheries in Western Australia ........................................................................... 5 Australian sea lions ........................................................................................................................................ 6 Conservation status and distribution ......................................................................................................................... 6 Movements and foraging behaviour .......................................................................................................................... 8 Australian sea lion interactions with fisheries ............................................................................................. 10 Interactions with demersal gillnets .......................................................................................................................... 11 Agent-based modelling ................................................................................................................................ 13 Approaches for modelling animal movements ............................................................................................ 14 NEED .............................................................................................................................................................. 17 OBJECTIVES .................................................................................................................................................... 18 MATERIALS AND METHODS ........................................................................................................................... 19 Description of the agent-based model ........................................................................................................ 19 Method for describing the model............................................................................................................................. 19 Software platform, hardware and software requirements and simulation time ..................................................... 19 The purpose of the model ........................................................................................................................................ 19 State variables and scale .......................................................................................................................................... 20 Process overview and scheduling ............................................................................................................................. 22 Design concepts ........................................................................................................................................................ 23 Simulations undertaken for this study ..................................................................................................................... 40 RESULTS ......................................................................................................................................................... 41 Visual comparisons of observed vs simulated ASL locations ....................................................................... 41 Observed vs simulated distributions for speed, depth, distance and forage time ....................................... 44 Broad spatial patterns of simulated ASL movements .................................................................................. 47 Broad spatial patterns of fishing effort ....................................................................................................... 47 Broad spatial patterns of estimated potential encounters of ASLs with gillnets ......................................... 49 Estimated numbers and annual rates of potential encounters ................................................................... 53 Effect of different proximity-to-net distance values on potential encounters ............................................. 56 DISCUSSION ................................................................................................................................................... 58 Model simulations of Australian sea lion movements ................................................................................. 58 Model development and data analysis..................................................................................................................... 58 Extent of matching between simulated and observed ASL location data ................................................................ 59 Spatial patterns of ASL movements ............................................................................................................. 61 Spatial patterns in fishing effort .................................................................................................................. 62 Statistics on potential encounters of ASLs with gillnets............................................................................... 63 BENEFITS AND ADOPTION .............................................................................................................................. 67 FURTHER DEVELOPMENT ............................................................................................................................... 68 PLANNED OUTCOMES .................................................................................................................................... 72 CONCLUSION .................................................................................................................................................. 72 REFERENCES ................................................................................................................................................... 75 APPENDIX 1: INTELLECTUAL PROPERTY .......................................................................................................... 82 APPENDIX 2: PROJECT STAFF .......................................................................................................................... 82 2009/096 Informing risk assessment through estimating interaction rates between Australian sea lions and Western Australia’s temperate demersal gillnet fisheries PRINCIPAL INVESTIGATOR : S. Alex Hesp ADDRESS: Centre for Fish and Fisheries Research School of Biological Sciences and Biotechnology Murdoch University South St, Murdoch Western Australia, 6150 Telephone: 08 9360 7621 Fax: 08 9360 6303 OBJECTIVES: 1. Develop a tool to assist in determining the implications of the current distribution of commercial gillnet fishing for different colonies of Australian sea lions. 2. Estimate the proportion of Australian sea lions, in different colonies, that encounter commercial gillnets in Western Australian waters each year. 1 NON TECHNICAL