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Monitoring of benthic fauna in western Sweden

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Monitoring of benthic fauna in western Sweden. Ass. Prof. Mats Lindegarth ... A priori calculations of power (2006) How do we specify hypotheses? Power of tests ... – PowerPoint PPT presentation

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Title: Monitoring of benthic fauna in western Sweden


1
Monitoring of benthic fauna in western Sweden
  • Ass. Prof. Mats Lindegarth
  • Tjärnö Marine Biological Laboratory
  • Dept. of Marine Ecology /
  • Göteborg University Marine Research Centre

2
Contents
  • Design of monitoring programme (2001)
  • Background
  • Design and initial analyses
  • A priori calculations of power (2006)
  • How do we specify hypotheses?
  • Power of tests
  • Conclusions

3
Background
  • Coordinate national and regional monitoring
  • Modify within budget
  • Requirements of the WFD?
  • Areas vs stations!
  • Variables, criteria, BQI?

4
Near- and offshore monitoring
5
Extended monitoring in nearshore areas
6
Initial analyses of data from 1998-1999
  • Significant changes!
  • Power 1.0!
  • Specify hypotheses!

7
Hypotheses What do we really want to know?
8
Technical aspects
  • Affects how we test for effects
  • Planned contrasts
  • Scales?
  • Affects how we calcualate power!

9
Modelling of power (2006)
  • Model a decrease in abundance, richness and BQI
    by 5 -80.
  • Calculate the non-centrality parameter, l, for
    different degrees of change.
  • Determine power by comparing the oserved l to a
    known relationship between l and power.

10
Power vs l
11
Power in nearshore areas consistent change
12
Power in nearshore areaschange in one area
13
Nearshore Skagerrak vs whole area
3 areas8 locations2 samples Total 48
2 basins2 exposures3 locations4 samples Total
48
14
Deviation from class limits for BQI
BQI
Time
  • Similar procedures easily applicable!
  • One-sided tests?!

15
Conclusions
  • Current programmes
  • can detect environmental changes
  • Need to specify which type of changes we want to
    detect and how can this be done analytically?

16
Tack!
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