2018
DOI: 10.1016/j.scitotenv.2017.08.301
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Empirically-based modeling and mapping to consider the co-occurrence of ecological receptors and stressors

Abstract: Part of the ecological risk assessment process involves examining the potential for environmental stressors and ecological receptors to co-occur across a landscape. In this study, we introduce a Bayesian joint modeling framework for use in evaluating and mapping the co-occurrence of stressors and receptors using empirical data, open-source statistical software, and Geographic Information Systems tools and data. To illustrate the approach, we apply the framework to bioassessment data on stream fishes and nutrie… Show more

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Cited by 4 publications
(3 citation statements)
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“…The application of GIS in ecotoxicology provides opportunities to improve risk assessments and can help develop and refine research and monitoring programs. Further, capitalizing on unique properties of spatial data and using them as a modeling advantage to assess spatial heterogeneity can help to develop more accurate estimations of exposure, effects, and risk (Martin et al 2018). The availability of large-spatial-scale biomonitoring data that is georeferenced is always a challenge when conducting landscape ecotoxicology.…”
Section: Discussionmentioning
confidence: 99%
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“…The application of GIS in ecotoxicology provides opportunities to improve risk assessments and can help develop and refine research and monitoring programs. Further, capitalizing on unique properties of spatial data and using them as a modeling advantage to assess spatial heterogeneity can help to develop more accurate estimations of exposure, effects, and risk (Martin et al 2018). The availability of large-spatial-scale biomonitoring data that is georeferenced is always a challenge when conducting landscape ecotoxicology.…”
Section: Discussionmentioning
confidence: 99%
“…Nevertheless, the theoretical framework has recently been examined in the journal Environmental Toxicology & Chemistry, with perspectives from academia, government, and industry providing insight into the future development and utility of landscape ecotoxicology in spatially explicit risk assessments (Focks 2014). Although there has been an increase in attention paid to spatial analyses in exposure assessments, spatial methods and spatial statistics have not been fully applied to the assessment of exposures and biological responses across large landscapes, particularly through standard methods associated with landscape ecotoxicology (Martin et al 2018).…”
Section: Introductionmentioning
confidence: 99%
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