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Page 1: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Puget Sound EPA Benthos Grant:

Comparison of Sampling Methods and

Updated Taxa Attributes

Northwest Biological Assessment Workgroup, October 26, 2012

A Project Funded by US EPA Scientific Studies and

Technical Investigation Assistance Program Grant

Jo Wilhelm & Deb Lester, King County

Leska Fore, Statistical Design

Karen Adams, WA Department of Ecology

Gretchen Hayslip, EPA Region 10

Page 2: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Overview

Brief overview of the EPA grant

Side by side sampling results

Attribute updates

Next steps/Timeline

Page 3: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

EPA Grant

EPA Scientific Studies and Technical Investigation

Assistance Program

Support technical studies to guide and evaluate

implementation of PSP’s Action Agenda

2011 to 2013

Address monitoring challenges

Advance B-IBI tools

Partner with others

Page 4: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Regional Benthic Monitoring Issues

Limitations Desired Outcomes Differing collection methods Standardization

Decentralized data mgmt Centralized data mgmt

Outdated taxa attributes Peer-reviewed or

Empirically derived attributes

Insufficient sensitivity Re-calibrated scoring

>20 cities, counties, tribes monitoring independently

Collaboration and communication

Goal: Improved decision making to restore and protect streams

Page 5: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Surface

Area

3, 8, and 9

___sq ft total

___surface area

Page 6: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

55 sites

Sampling

Locations

9 partners

4-330 m

___elevation

0-93%

___urban

Page 7: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Sample Collection

Page 8: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Sample Processing

Page 9: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Lab Methods

WE A

RE H

ER

E

Page 10: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Overall BIBI Score: Landcover

R² = 0.31

R² = 0.36

10

15

20

25

30

35

40

45

50

0 10 20 30 40 50 60 70 80 90 100

BIB

I

% Urban (Watershed)

3

8

Page 11: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

R² = 0.73 10

15

20

25

30

35

40

45

50

10 15 20 25 30 35 40 45 50

8 s

q f

t

3 sq ft

Overall BIBI Score: 3 vs. 8 sq ft

Page 12: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Overall BIBI Score: Residuals

0

2

4

6

8

10

12

14

-10 -8 -6 -4 -2 0 2 4 6 8 10

Fre

qu

en

cy

Residual (8 minus 3)

Mean = 1.2

p<0.05

Biologically

meaningful?

Page 13: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Individual BIBI Metrics

Metric R2 Mean Residual

Total Taxa 0.54 2.33

Mayfly Taxa 0.72 -0.16

Stonefly Taxa 0.66 0.65

Caddisfly Taxa 0.57 0.27

Long-lived Taxa 0.58 0.27

Intolerant Taxa 0.50 0.05

% Tolerant 0.62 -0.01

% Predator 0.82 0.00

Clinger Taxa 0.74 1.13

% Dominance 0.54 0.00

R² = 0.50 0 1 2 3 4 5 6 7 8 9

0 1 2 3 4 5 6 7 8 9

8 s

q f

t

3 sq ft

Intolerant Richness

R² = 0.82 0

0.2

0.4

0.6

0 0.1 0.2 0.3 0.4 0.5 0.6 0.7

8 s

q f

t

3 sq ft

% Predator

Page 14: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Side by Side Conclusions

A little more analysis needed, but…

No additional 2012 sampling

No “cross-walk” required

Page 15: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Attribute Updates

Metric

Total Taxa

Mayfly Taxa

Stonefly Taxa

Caddisfly Taxa

Long-lived Taxa

Intolerant Taxa

% Tolerant individuals

% Predator individuals

Clinger Taxa

% Dominance

Updated from

published

literature Updated from

benthic data

Page 16: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Published Literature Updates

Attribute Taxa Group Primary resource

Long-lived stoneflies Stewart and Stark 2002

caddisflies Wiggins 1996

non-insects Pennak 1989, Thorp and Covich 2001

clams Mackie 2007

other mollusks Dillon 2000

other insect taxa Huryn et al. 2008, Poff et al. 2006

Predator insects Merritt et al. 2008

non-insects Pennak 1989, Thorp and Covich 2001

Clinger insects Merritt et al. 2008

non-insects not applicable

Page 17: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Attribute Changes: 1998 vs. 2012

212

34 91

75

68

89

27

27

11

0

50

100

150

200

250

300

350

CLINGER LONG-LIVED PREDATOR

# o

f Ta

xa

No change Added Removed

Metric Updated (2012)

Original (1998)

Long-lived Taxa -0.43 -0.39

% Predators -0.42 -0.43

Clinger Taxa -0.60 -0.61

Page 18: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

% Urbanization in Watershed

Cu

mu

lati

ve %

of

Site

s

Tolerant & Intolerant Taxa Testing

N = 784 sites (most recent)

Genus level or higher

0 20 40 60 80 100

0.0

0.2

0.4

0.6

0.8

1.0

>= 25 occurrences

155 taxa tested

Epeorus

Page 19: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Example of an Intolerant Taxon C

um

ula

tive

% o

f Si

tes

% Urbanization in Watershed

0 20 40 60 80 100

0.0

0.2

0.4

0.6

0.8

1.0

Epeorus

Page 20: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Example of a Tolerant Taxon C

um

ula

tive

% o

f Si

tes

0.0

0.2

0.4

0.6

0.8

1.0

% Urbanization in Watershed

0 20 40 60 80 100

Erpobdellidae

Page 21: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Attribute Changes: 1998 vs. 2012

7 14 19

32

76 47

0

20

40

60

80

100

120

TOLERANT INTOLERANT

# o

f Ta

xa

No change Added Removed

Metric Updated (2012)

Original (1998)

Tolerant 0.62 0.47

Intolerant -0.75 -0.52

Page 22: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

BIBI Scores: Attributes Compared

R² = 0.93

10

15

20

25

30

35

40

45

50

10 15 20 25 30 35 40 45 50

20

12

Att

rib

ute

s

1998 Attributes

Overall BIBI

0

50

100

150

200

250

300

350

400

-4 -2 0 2 4 6 8 10 12 Fr

eq

ue

ncy

Residual (2012 minus 1998)

BIBI Residuals

Mean = 2.98

Page 23: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

BIBI Metrics: Influence of Attributes

Metric R2 Mean Residual*

Long-lived Taxa 0.41 3.2

Intolerant Taxa 0.49 1.35

Clinger Taxa 0.95 1.21

% Tolerant 0.07 -1.96 %

% Predator 0.96 0.46 %

* All mean residuals are significantly different than 0 (p<0.05)

0

100

200

300

400

-5 -4 -3 -2 -1 0 1 2 3 4 5 6 7 8 9

Fre

qu

en

cy

Residuals (2012 minus 1998)

Clingers

0

50

100

150

200

250

-5 -3 -1 1 3 5 7 9 11 13

Fre

qu

en

cy

Residuals (2012 minus 1998)

Long-Lived

Page 24: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Taxa Attribute Conclusions

No change to structure of B-IBI – all metrics highly

correlated with % urbanization

Taxa attribute updates may require some

recalibration

Many rare taxa dropped from tolerant and

intolerant lists

Page 25: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Next Steps

Finalize attributes

Recalibrate BIBI and adjust scoring

Reanalyze 3 vs. 8

Incorporate changes into PSSB

BCG process/Indicator refinement

Ongoing collaboration

Page 26: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Acknowledgements

Federal City Academic

EPA Bellevue University of Washington

NOAA Bellingham

USFWS Bothell Non-profit

USGS Everett Pierce Stream Team

Issaquah Statistical Design

State Kirkland Lake Forest Park Streamkeepers

WA Ecology Redmond

Seattle Tribe

County Tukwila Port Gamble Skallam Tribe

Clallam Snoqualmie Nation

King Private Stillaguamish Tribe

Kitsap Aquatic Biology Associates Upper Skagit Indian Tribe

Pierce Aquatic Entomology

Snohomish Rhithron Associates, Inc.

Thurston

Page 27: Puget Sound EPA Benthos Grant: Comparison of Sampling ... · Puget Sound EPA Benthos Grant: Comparison of Sampling Methods and Updated Taxa Attributes Northwest Biological Assessment

Deb Lester (project manager): [email protected] Jo Wilhelm: [email protected]

www.pugetsoundstreambenthos.org