UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological...

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UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. O’Connell

Transcript of UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological...

Page 1: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration

James G. HallettMargaret A. O’Connell

Page 2: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

The UWMEP objective:

To implement a wildlife and habitat monitoring program to assess restoration activities across five tribal ownerships in northeastern Washington and northern Idaho.

Page 3: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

UWMEP benefits:

Consistent monitoring on a regional scale; protocols & personnel remain the same

Data and analytical tools shared across nations including web-based data access

Overall costs reduced

Page 4: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

UWMEP benefits:

Simplified program administration

University involvement:Active research on analytical methodsBroader dissemination of resultsLaboratory facilities and GIS and

statistical toolsCost-sharing reduces costsStudent involvement

Page 5: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Monitoring approaches for community change resulting from habitat management

Summary of the problems involved in assessing change

The Albeni Falls example

Adaptive monitoring

?

Page 6: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Monitoring for community change presents several problems to overcome

Limited sampling is unlikely to reveal all species in a habitat

Annual variation must be incorporated

?

A reference or baseline condition must be determined

Page 7: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

The Albeni Falls objective:

evaluate wildlife response to

habitat restoration efforts

resulting from mitigation of

wetland losses after dam

creation

Page 8: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

This section summarizes the approach to evaluating effects of habitat restoration activities

Mediation of habitat loss due to dam construction

Monitoring of wildlife responseto habitat restoration

Comparison of restoration site to reference

Page 9: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Creation of Albeni Falls dam in Idaho converted 6617 acres of wetlands to open water

AfterBefore

Page 10: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Mitigation properties of the Kalispel

Tribe of Indians

Page 11: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Water level management

Flying Goose Ranch

1997

2002

3096 acres have been purchased for mitigation

Page 12: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

3096 acres have been purchased for mitigation

Exclude grazing

Control weeds

Restore native vegetation

Page 13: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Twelve reference sites provide a baseline for comparison with restoration targets

Scrub-shrub

Floodplain grassland

Page 14: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

A stratified-random sample of 30 restoration sites were selected for comparison to reference

Page 15: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Reference sites monitored for 3 consecutive years to evaluate temporal variation

Restoration sites sampled once every 3 years to evaluate change

An initial sampling strategy was chosen

Page 16: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Habitat monitoring began in 2002

Characterize both structure and species composition

Shrub species and volume

Trees

Cover and diversity of grasses and herbs

Page 17: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Wildlife monitoring began in 2002

Costs prevent exhaustive monitoring

Larval amphibians

Birds

Small mammals

Page 18: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Larval amphibian monitoring

Trapping

5 minnow traps per station

10 nights per sample

Spring and late summer samples to include early and late breeding species

Page 19: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Small-mammal monitoring

Removal trapping

5 × 9 grid (12-m spacing)

2 traps per station

3 nights per site

June – August

Page 20: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Bird monitoring

10 minute point-count bird surveys

Breeding season - May to June

7 entries per site 50 m

Page 21: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Species detection of birds varies between years

Maximum number of species detected per year varies by >25% for reference sites

Page 22: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Number of detections varies across species

0

10

20

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60

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10 20 30 40 50 60 70

Observations

Fre

qu

en

cy

2002 reference sites

103 species

A few species are observed frequently

Page 23: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

If we consider only the species present, we will underestimate the similarity between reference and restoration sites.

Solutions:

Apply new statistical tools that use information about relative abundance to estimate numbers of species that are unseen.

Develop sampling regimes to estimate missed species.

Page 24: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

A Regional Monitoring Program is necessary because of critical constraints

Funds for monitoring determine personnel available for sampling

Length of field season is short relative to size of land base and logistics of travel

Page 25: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Restoration or priority habitats are considered first for monitoring

Conifer woodland

1439

Conifer forest 1093

Riparian (all) 213

Deciduous tree/shrub

58

Scrub shrub 64

Ag land 772

Grassland steppe

854

Shrub steppe 125

Spokane Tribe WMA lands of 4701 acres in 6 tracts

Suppose that shrub steppe is priority 1 and grassland steppe is priority 2

Page 26: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Several sampling issues to be addressed

Choice of reference point

Vegetation variables

Vertebrate taxa selection

Area to be monitored

Page 27: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Several sampling issues to be addressed

Time frame for sampling

Active or passive management

Reference requires estimates of annual variation (every year or every other year)

Target sampling depends on probable rates of change. Grassland steppe may change rapidly with active management, whereas shrub

steppe may change over longer time intervals

Page 28: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Final monitoring program will have to be adapted to fiscal and time constraints

Approach:

Complete selection of reference sites and conduct sampling (3-year period) to determine annual variation

Determine a sampling scheme that is logistically and fiscally feasible.

Develop web-based data entry system

Page 29: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

End of slides

Page 30: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Albeni Falls Dam

1955

Page 31: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Wetlands were lost from Morton Slough, Idaho

Page 32: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Similarity measures are based on incidence (classic) or on relative abundance (probabilistic)

Classic JaccardA – Species shared in 2 sites

B – Species unique to site 1

C – Species unique to site 2

Page 33: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Similarity measures are based on incidence (classic) or on relative abundance (probabilistic)

Probabilistic Jaccard (Chao)Incorporate relative abundance

Estimate unseen species

CBA

A

CBA

A

CBA

A

U = total abundance of shared species at site 1V = total abundance of shared species at site 2

Development in Chao et al. 2005. Ecology Letters.

Page 34: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Species detection of birds varies between years

Maximum number of species detected per year varies by >25% for reference sites

20

25

30

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40

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50

55

fore

st

mar

sh

mea

dow

sedge

shru

b

Site

No

. o

f s

pe

cie

s2002 2003 2004

Page 35: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

The similarity between years for reference sites is lower for classic versus probabilistic Jaccard

Interyear Mean SD

Classic 0.53 0.05

Probabilistic 0.84 0.06

No correlations between classic and probabilistic estimators

Page 36: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Comparisons of restoration and reference vary

with the similarity measure used and habitat

Restoration Reference Restoration Reference0.0

0.2

0.4

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0.8

1.0

Sim

ilari

ty

Classic Prob.

Deciduous Forest

Page 37: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

0.1

0.3

0.5

0.7

0.9

Restoration Reference Restoration Reference

Sim

ilari

ty

Classic Prob.

Shrub

Comparisons of restoration and reference vary

with the similarity measure used and habitat

Page 38: UCUT Wildlife Monitoring and Evaluation Project: a Regional Approach for Assessing Ecological Restoration James G. Hallett Margaret A. OConnell.

Limited monitoring requires tools that can account for unseen species

Incidence measures underestimate similarity

Probabilistic measures have potential to detect significant changes in composition

In summary, probabilistic similarity measures avoid the underestimation of incidence based measures

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0.9

Restoration Reference Restoration Reference

Sim

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Classic Prob.

Shrub

0.1

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0.9

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0.3

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Restoration Reference Restoration Reference

Sim

ilari

ty

Classic Prob.

Shrub