presentation: large river habitat complexity and ... · major habitat strata – large river and...

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Large River Habitat Complexity and Productivity of Puget Sound Chinook salmon Jason Hall*, Correigh Greene 1 , Alex Stefankiv 1 , Joe Anderson 2 , Britta Timpane-Padgham 1 , Tim Beechie 1 , George Pess 1 *Work completed with NOAA NWFSC, Now with Cramer Fish Sciences 1 NOAA NWFSC 2 WDFW

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Page 1: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Large River Habitat Complexity and Productivity of Puget Sound Chinook salmon

Jason Hall*, Correigh Greene1, Alex Stefankiv1, Joe Anderson2, Britta Timpane-Padgham1, Tim Beechie1, George Pess1

*Work completed with NOAA NWFSC, Now with Cramer Fish Sciences

1NOAA NWFSC2WDFW

Page 2: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Presentation Outline

1. Chinook salmon and their habitats

2. PSHSTM Program

3. Large rivers and floodplains

4. Habitat complexity and salmon productivity

5. Habitat complexity and restoration

6. Next steps and implications

Beechie et al. 2017

Hall et al. 2018

Stefankivet al. 2019

Page 3: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Chinook salmon habitats and life histories

Subyearlings

Fry Parr

Yearlings

Predator refuge (fry)Growth opportunity (fry)Osmotic transition (all)

Spawning capacity (all)Flood refuge (all)Growth opportunity (parr & 1+)

Habitat Functions

Predator refuge (fry)Growth opportunity (all)

Consistent monitoring needed across habitats

and life stages!

Page 4: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Objectives:

1. Consistent habitat metrics at MPG scales for

major habitat strata

– Large river and floodplains

– Large river deltas

– Nearshore

2. Census-based metrics using readily available

remote sensing data

3. Detect habitat status AND trends

4. Metrics related to VSP parameters

5. Support regional recovery efforts and

programs

– ESA recovery evaluations

– PSP Vital Signs and Indicators

Puget Sound Salmon Habitat Status and Trends Monitoring Program (PSHSTMP)

Page 5: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

PSHSTMP and Regional Salmon RecoveryLarge River & Floodplain Large River Deltas Nearshore

Page 6: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Large River and Floodplain Mapping

Example of digitized habitat features in the mainstem and floodplain of a large river

PSHSTM Program Sampling Strata

First large river and floodplain mapping completed!

Page 7: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Large River and Floodplain Strata

Example of digitized habitat features in the mainstem and floodplain of a large river• Habitat Quantity:

– Main channel

– Side channel

– Braid channel

– Large wood jams

• Habitat Complexity:

– Side & braid : mainstem

– Side & braid node densities

– Wood jam density

Metrics related to VSP parameters?

Page 8: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Habitat complexity and salmon productivity?Smolt traps and analysis extentSmolt traps (J. Anderson)

Skagit River

Green RiverGreen

River

Page 9: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Habitat complexity and salmon productivity?Smolt traps and analysis extent

Skagit River

• Exploratory approach

– Full subsets LMER regressions

– AICc model selection

• Subyearling productivity– Fry per Spawner (FpS)

– Parr per Spawner (PpS)

– Total subyearling per Spawner (SpS)

• Factors

– Habitat complexity

– Peak flow Recurrence Interval (RI)

– Spawner density (SD)

– Broodyear

Page 10: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Habitat Complexity Metrics

• Metrics highly correlated

• Habitat Quantity ≠

Complexity

• Use PCA approach

– Non-correlated PCs

– Describes most variation

– Captures complexity patterns

SC : Main

0.21 BR : Main

0.70 -0.21SC Node

Density

0.13 0.91 -0.02BR Node

Density

0.75 0.76 0.30 0.65Wood Jam

Density

Correlation matrix for habitat complexity metrics (Pearson’s r)

Page 11: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Less

co

mp

lexi

ty

Mo

re c

om

ple

xity

Less complexity More complexity

• Metrics highly correlated

• Quantity ≠ complexity

• PCA approach

– PC1 (56%): wood & braids

– PC2 (35%): side channels

• Describes regional gradients

• PC1 and PC2 as predictors

Habitat Complexity PCA:Strong spatial gradients in habitat complexity

PCA biplot of habitat complexity metrics

Page 12: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Subyearling Chinook Production Rates

Fork Length (mm)

Parr

Fry

Fre

qu

en

cy

Skagit River Example (J. Anderson)

Ave

rage

% m

igra

tio

n

Fry

Parr

Smolt traps (J. Anderson)

Skagit River

Annual Productivity Rates:Fry per Spawner (FpS)

Parr per Spawner (PpS)Total subyearling per Spawner (SpS)

Page 13: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Model Selection Results:Habitat complexity was a strong predictor of productivity

• Model selection

∆AICc < 7

• All selected models

included PC2 (+)

• Best models: PC2 with

SD (-) or RI (-)

• PC2 effect strongest with FpS

Standardized coefficient plots from selected model sets

Page 14: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Partial Regression Plots from Top ModelsTotal subyearling Chinook per Spawner

Fry per Spawner

Parr per Spawner

• Controlling for other factors…

– See strong relationships

– Differences in variance

• PC2 effect strongest with FpS

• SD strong negative predictor for PpS

Page 15: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

CV of SpS with

habitat complexity

CED

DUN

GRN

NOK

NSQ

PUY

SKA

SKY

SNQ

STI

y = -0.04x + 0.15adj R² = 0.78

0.00

0.05

0.10

0.15

0.20

0.25

0.30

-3 -2 -1 0 1 2 3

CV

logS

pS

PC2

Less complexity More complexity

CV of FpS and PpS with

habitat complexity

Less complexity More complexity

y = -0.19x + 0.40adj R² = 0.48

y = -0.03x + 0.19adj R² = 0.25

0.0

0.2

0.4

0.6

0.8

1.0

1.2

-3 -2 -1 0 1 2 3

CV

fis

h p

er s

paw

ner

PC2

logFpSlogPpSLinear (logFpS)Linear (logPpS)

Higher complexity = less variation in productivity!

Model Selection Results:Does habitat complexity buffer productivity?

Page 16: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Habitat Complexity and Restoration:Does PSHSTMP approach detect change from restoration?

Floodplain restoration

creates new features

Pre-restoration Post-restoration

Map features from

archived and future

imagery to evaluate change

Cedar River example of floodplain restoration

Page 17: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Less

co

mp

lexi

ty

Mo

re c

om

ple

xity

Less complexity More complexity

Habitat Complexity and Restoration:Cedar River Example

Map change in habitat over time

From: Stefanki et al. (In Press). Proof of concept for the SHSTMP status and trends monitoring.

Measurable change in PC scores attributed to restoration

Towards more complex systems

Page 18: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Less

co

mp

lexi

ty

Mo

re c

om

ple

xity

Less complexity More complexity

• Predicted impact on

productivity?

– ↑0.4 - 1.8% FpS

– ↑1.7 - 17.9% PpS

• Predicted buffering

impacts?

– ↓RI 13.5 – 10-year event

– ↓4.4% SD

Habitat Complexity and Restoration:Cedar River Example

Page 19: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Summary of Findings

• Supports hypotheses that higher

habitat complexity…

– Increases productivity

– Reduces annual variation

• Proof of concept for PSHSTMP

– Repeatable and scalable

– Detects system-scale patterns

– Metrics linked to VSP parameters

– Detects habitat change

• Next steps and implications…

Page 20: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Next Steps and Implications

• Complete mapping other strata

– Deltas

– Nearshore

• Link to other VSP parameters

– Smolt to adult return rates

– Spawner to spawner rates

– Spawner abundance

– Life history attributes

• Complete trends analysis

– Natural change?

– Restoration?

PSHSTM Program Sampling Strata

Page 21: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Next Steps and Implications

• Complete mapping other strata

– Deltas

– Nearshore

• Link to other VSP parameters

– Smolt to adult return rates

– Spawner to spawner rates

– Spawner abundance

– Life history attributes

• Complete trends analysis

– Natural change?

– Restoration?

Chinook Vital Sign Indicator analysis (Kendall et al.)

Page 22: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Next Steps and Implications

• Complete mapping other strata

– Deltas

– Nearshore

• Link to other VSP parameters

– Smolt to adult return rates

– Spawner to spawner rates

– Spawner abundance

– Life history attributes

• Complete trends analysis

– Natural change?

– Restoration?

Trends analysis for all MPGs and Strata

Page 23: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Conclusions

• PSHSTMP should be a high

priority for the Puget Sound

region

– Funding uncertain for FY2019

– Some components with ESRP?

• Fills major regional data gaps

and supports regional recovery

efforts…

– ESA recovery evaluations

– PSP Vital Signs

– PSP Common Chinook Indicators

– Recovery targets and prioritization

PSHSTM Program Sampling Strata

Page 24: Presentation: Large River Habitat Complexity and ... · major habitat strata – Large river and floodplains – Large river deltas – Nearshore 2. Census-based metrics using readily

Supporting Slides