22
Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark- recapture approach

Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

Embed Size (px)

Citation preview

Page 1: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael

Estimating Chinook escapement to the John Day River basin using a mark-recapture approach

Page 2: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

Presentation Outline

Monitoring adult spring Chinook

– Redd counts at index sites

– Redd counts at census sites

– Mark-recapture using PIT tag detections

2

Page 3: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

3

John Day River Basin

OREGON

Page 4: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

4

IndexCensus

Total survey = 268 km29% Index, 71% Census

Redd Surveys

Page 5: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

520

0020

0220

0420

0620

0820

1020

1220

140

1,000

2,000

3,000

4,000

5,000

6,000

7,000

8,000

Jo

hn

Da

y E

sc

ap

em

en

t𝑹𝒆𝒅𝒅𝑻𝒐𝒕𝒂𝒍 ∙( 𝑭𝒊𝒔𝒉𝑹𝒆𝒅𝒅 )=𝑺𝒑𝒂𝒘𝒏𝒆𝒓𝒔

Page 6: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

6

Concerns with Redd Counts– Index bias– Census assumptions – Detection probability

Page 7: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

7

John Day Dam vs. Census Redd Counts

0 100,000 200,000 300,0000

500

1,000

1,500

2,000

2,500

John Day Dam Spring Chinook

Ce

ns

us

Re

dd

Co

un

ts

Page 8: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

8

PIT-tagging Chinook in the John Day Basin

Page 9: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

92000

2001

2002

2003

2004

2005

2006

2007

2008

2009

2010

2011

2012

2013

2014

0

1,000

2,000

3,000

4,000

5,000

6,000

7,000

8,000

9,000

10,000 South ForkNorth ForkMiddle ForkUpper MainstemLower Mainstem

PIT

-ta

gg

ed

Ch

ino

ok

PIT-tagged John Day Juvenile Chinook

Page 10: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

10

Columbia River

Pac

ific

Oce

an

BON TDA

MJ1

Detection Site

Survey Reach

Page 11: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

11

Estimating Abundance via Mark-Recapture

: estimated number of adult John Day Chinook at PIT tag array

Mark (M ): PIT-tagged adult John Day origin Chinook detected at array

Capture (C ): intact carcasses scanned for PIT tag on spawning grounds

Recapture (): fish in group M recovered on spawning grounds

Page 12: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

12

- Closed population: 100% homing from detection arrays to spawning grounds

- Equal pre-spawn mortality among marked and unmarked fish

- Marks are retained during upstream migration

- Equal number of marked males and females

- Mark does not affect probability of detection

- Observers correctly record all marks

Mark-Recapture Assumptions

Page 13: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

132009 2010 2011 2012 2013 2014

0

200

400

600

800

1,000

1,200

1,400

1,600MarkCaptureRecapture

Ch

ino

ok

Basinwide Marks, Captures, and Recaptures

665

24 9 1612

Page 14: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

14

2009 2010 2011 2012 2013 20140

2,000

4,000

6,000

8,000

10,000

12,000

14,000

16,000Mark-Recapture

Redd Expansion

Ch

ino

ok

Basinwide Abundance Estimates

Page 15: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

152012 2013 2014

0

100

200

300

400

500

600MarkCaptureRecapture

Ch

ino

ok

Middle Fork Marks, Captures, and Recaptures

Page 16: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

16

2012 2013 20140

500

1,000

1,500

2,000

2,500Mark-Recapture

Redd Expansion

Ch

ino

ok

Middle Fork Abundance Estimates

Page 17: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

17

PIT-falls…

Page 18: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

18

Basinwide Redd Expansion vs. Mark-Recapture Estimates

3,5004,0004,5005,0005,5006,0006,5007,0007,5002,000

4,000

6,000

8,000

10,000

12,000

Ma

rk-R

ec

ap

ture

Es

tim

ate R = 0.427

p = 0.399

Page 19: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

19

900 1,100 1,300 1,500 1,700 1,900 2,100 2,3002,000

4,000

6,000

8,000

10,000

12,000

Census Redds

Ma

rk-R

ec

ap

ture

Es

tim

ate R = 0.792

p = 0.060

Basinwide Redd Counts vs. Mark-Recapture Estimates

Page 20: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

20

Future Directions

• Genetic Stock Identification

• Better understanding of survival during adult life history

Page 21: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

21

Acknowledgements

• Oregon Watershed Enhancement Board• Bonneville Power Administration• Confederated Tribes of the Warm Springs

Reservation• Private landowners• Field crew and volunteers

Page 22: Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael Estimating Chinook escapement to the John Day River basin using a mark-recapture

Chris Bare, Jim Latshaw, Ian Tattam, Jim Ruzycki, and Rich Carmichael

Estimating Chinook escapement to the John Day River basin using a mark-recapture approach