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Threshold Indicator Taxa Analysis (TITAN) – a potential tool for
ecological management?
Ray Biastoch Environmental Monitoring and Data Management TRCA SOSMART Spring Meeting April 10, 2015
Ecological thresholds
What are they? • Transition points (or zones of rapid change) in
biological community in response to small, continuous increases in a stressor
(Baker and King 2010)
Ecological thresholds
Why are they important? • Anthropogenic environmental gradients/stressors
can represent evolutionarily novel physical/chemical conditions
• A biological community may abruptly respond at a critical point along novel gradient
• Ecological management applications
(Baker and King 2010)
Predecessors/Alternatives to TITAN
• Most models
– Are univariate, not multivariate – At ecosystem-scale, not particular biological
community – Assume species respond in a linear fashion – Exclude rare species, but these species may be more
sensitive to stressor
Advantages of TITAN
• Based on individual species response, assesses when there is threshold response in biological communities to an increasing stressor
• Distinguishes the strength and direction of species response
• Identifies when most species respond = community threshold
• Useful: – For species rich communities – If most species occur infrequently
Advantages of TITAN
• Non-parametric • Currently only available in R • No complicated statistical analysis, just interpret
graph! • Not a hypothesis test, no p values • Similar to ordinations, this analysis is exploratory
• 2013 benthic invertebrate data
• OBBN sampling • LPL identification
(genus/species) • 130 sites, 9
watersheds across TRCA jurisdiction
• >XXX taxa
Sen
sitiv
e B
MI T
axa
Tole
rant
BM
I Tax
a
Wallace, A.M. and R.G. Biastoch. 2016.
• 2013 benthic invertebrate data
• OBBN sampling • LPL identification
(genus/species) • 130 sites, 9
watersheds across TRCA jurisdiction
• >XXX taxa • Est. chloride based
on conductivity on sampling date
Sen
sitiv
e B
MI T
axa
Tole
rant
BM
I Tax
a
Wallace, A.M. and R.G. Biastoch. 2016. 120 640
Summary
• TITAN provides a fairly straight-forward yet robust method for identifying ecological community thresholds along an environmental gradient
• Does TITAN results agree with other urban/impervious study results? i.e. <10% imperviousness?
• Ray Biastoch [email protected] or 289.268.3945
Useful References
• Baker, M. and R. King. 2010. A new method for detecting and interpreting biodiversity and ecological community thresholds. Methods in Ecology and Evolution 1:25-37.
• Baker, M. and R. King. 2013. Of TITAN and straw men: an appeal for greater understanding of community data. Freshwater Science 352:489-506.
• King, R. S., M. E. Baker, P. F. Kazyak, and D. E. Weller. 2011. How novel is too novel? Stream community thresholds at exceptionally low levels of catchment urbanization. Ecological Applications 21:1659–1678.
• Porter-Goff, E. R., P. C. Frost, M. A. Xenopoulos. 2013. changes in riverine benthic diatom community structure along a chloride gradient. Ecological Indicators 32:97-106.