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Erschienen in:
Empiricism and Agent-Based Modelling Kapitel lesen Erstes Kapitel lesen

2014 | OriginalPaper | Buchkapitel

2. A Case Study on Characterising and Parameterising an Agent-Based Integrated Model of Recreational Fishing and Coral Reef Ecosystem Dynamics

verfasst von : Lei Gao, Atakelty Hailu

Erschienen in: Empirical Agent-Based Modelling - Challenges and Solutions

Verlag: Springer New York

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Abstract

This chapter reports a case study on the characterisation and parameterization of an agent-based model (ABM) of recreational fishing behaviour. Data collected through distributed surveys are used to produce the structure for agent behaviour. Specifically, agent behaviour is described using econometrically estimated site choice models, which allow for choice behaviour to be driven by angler characteristics, site attributes, the time of year, the direction of the agent’s trip, and so on. These choice models are statistical models based on accepted theories of choice behaviour. They underpin the simulation of the location, frequency, duration, and seasonality of an angler’s fishing trip as well as the angler’s expected fish catch. This case represents a relatively new approach to characterising agent-based models: using econometrically estimated models to drive agent behaviour.

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Vorheriges Kapitel Empiricism and Agent-Based Modelling
Nächstes Kapitel An Agent-Based Model of Tourist Movements in New Zealand
Fußnoten
1
The third section of the survey collected information on non-fishing recreational trips and was used for a separate study on non-fishing recreation.
 
Literatur
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Fung TC (2009) Local scale models of coral reef ecosystems for scenario testing and decision support. University College London, London, United Kingdom
Gao L, Durkin J, Hailu A (2010) An agent-based model for recreational management strategy evaluation: a case of Ningaloo marine park. The second international conference on Agents and Artificial Intelligence, Valencia, Spain
Gao L, Hailu A (2010a) Comprehensive learning particle swarm optimizer for constrained mixed-variable optimization problems. Int J Comput Int Sys 3:832–842
Gao L, Hailu A (2010b) Integrating recreational fishing behaviour within a reef ecosystem as a platform for evaluating management strategies. The 24th IEEE international conference on advanced information networking and applications, Perth, Western Australia
Gao L, Hailu A (2011a) An agent-based integrated model of recreational fishing and coral reef ecosystem dynamics for site closure strategy analysis. In: Chan F, Marinova D, Anderssen RS (eds) MODSIM2011, 19th international congress on modelling and simulation. Modelling and Simulation Society of Australia and New Zealand, Perth, Western Australia, pp. 3105–3111
Gao L, Hailu A (2011b) Evaluating the effects of area closure for recreational fishing in a coral reef ecosystem: the benefits of an integrated economic and biophysical modelling. Ecol Econ 70:1735–1745CrossRef
Gao L, Hailu A (2012) Ranking management strategies with complex outcomes: an AHP-fuzzy evaluation of recreational fishing using an integrated agent-based model of a coral reef ecosystem. Environ Modell Softw 31:3–18CrossRef
Gao L, Hailu A (2013) Identifying preferred management options: an integrated agent-based recreational fishing simulation model with an AHP-TOPSIS evaluation method. Ecol Model 249:75–83
Gao L, Durkin J, Hailu A (2010) An agent-based model for recreational management strategy evaluation: a case of Ningaloo marine park. The second international conference on agents and artificial intelligence, Valencia, Spain
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Raguragavan J, Hailu A, Burton M (2013) Economic valuation of recreational fishing in Western Australia: statewide random utility modelling of fishing site choice behaviour. Aust J Agri Res Econ. doi: 10.1111/1467–8489.12009 (AgEcon Search: http://​ageconsearch.​umn.​edu/​handle/​97473. Accessed 27 July 2013)
Schianetz K, Jones T, Kavanagh L, Walker PA, Lockington D, Wood D (2009) The practicalities of a learning tourism destination: a case study of the Ningaloo Coast. Int J Tour Res 11:567–581
Schuhmann P, Schwabe KA (2004) An analysis of congestion measures and heterogeneous angler preferences in a random utility model of recreational fishing. Environ Resour Econ 27:429–450CrossRef
Metadaten
Titel
A Case Study on Characterising and Parameterising an Agent-Based Integrated Model of Recreational Fishing and Coral Reef Ecosystem Dynamics
verfasst von
Lei Gao
Atakelty Hailu
Copyright-Jahr
2014
Verlag
Springer New York
Buch
Empirical Agent-Based Modelling - Challenges and Solutions

Print ISBN: 978-1-4614-6133-3

Electronic ISBN: 978-1-4614-6134-0

Copyright-Jahr: 2014

DOI
https://doi.org/10.1007/978-1-4614-6134-0_2