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An ecological risk assessment for managing and predicting trophic shifts in estuarine ecosystems using a Bayesian network
Citation
McDonald, KS and Tighe, M and Ryder, DS, An ecological risk assessment for managing and predicting trophic shifts in estuarine ecosystems using a Bayesian network, Environmental Modelling and Software, 85 pp. 202-216. ISSN 1364-8152 (2016) [Refereed Article]
Copyright Statement
© 2016 Elsevier Ltd.
DOI: doi:10.1016/j.envsoft.2016.08.014
Abstract
Estuaries are dynamic systems at the transition between freshwater and marine ecosystems. In this
study, a spatially and temporally explicit Bayesian network (BN) was developed for a tidally connected
estuary in southeastern Australia. The BN provides an environmental risk assessment (ERA) for the
probability of a shift to a eutrophied state based on markers of pelagic and benthic primary production.
The model was created to provide an initial framework of system knowledge based on empirical data,
with the intention that the model and its linkages be iteratively developed as more information becomes
available. The BN was investigated for its potential to predict trophic shifts and provide a framework for
evidence-based decision making. Model assessment was conducted through both sensitivity analysis and
scenario tests. Through evaluation and updating, the BN can provide information on the key nutrients
and bio-physical mechanisms regulating changes in trophic state in estuarine ecosystems.
Item Details
Item Type: | Refereed Article |
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Keywords: | modelling, ecosystem health, ecology |
Research Division: | Biological Sciences |
Research Group: | Ecology |
Research Field: | Freshwater ecology |
Objective Division: | Environmental Management |
Objective Group: | Coastal and estuarine systems and management |
Objective Field: | Assessment and management of coastal and estuarine ecosystems |
UTAS Author: | McDonald, KS (Ms Karlie McDonald) |
ID Code: | 154688 |
Year Published: | 2016 |
Web of Science® Times Cited: | 14 |
Deposited By: | Sustainable Marine Research Collaboration |
Deposited On: | 2022-12-21 |
Last Modified: | 2023-01-12 |
Downloads: | 0 |
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