identifying individual bowhead whales through aerial photography

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Identifying Identifying Individual Bowhead Individual Bowhead Whales Whales Through Aerial Through Aerial Photography Photography

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Identifying Individual Bowhead Whales Through Aerial Photography. Supporting organizations. National Marine Mammal Laboratory , Alaska Fisheries Science Center, NOAA Fisheries Service, Seattle, Washington LGL , Ltd. Environmental Research Assoc., King City, Ontario, Canada - PowerPoint PPT Presentation

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Page 1: Identifying Individual Bowhead Whales  Through Aerial Photography

Identifying Individual Identifying Individual Bowhead Whales Bowhead Whales Through Aerial Through Aerial

PhotographyPhotography

Page 2: Identifying Individual Bowhead Whales  Through Aerial Photography

Supporting organizations• National Marine Mammal Laboratory,

Alaska Fisheries Science Center, NOAA Fisheries Service,Seattle, Washington

• LGL, Ltd. Environmental Research Assoc., King City, Ontario, Canada

• North Slope Borough, Dept. of Wildlife Management, Barrow, Alaska

• Minerals Management Service, Environmental Studies Program, Alaska Outer Continental Shelf Region, Anchorage, Alaska

• Cascadia Research Collective, Olympia, Washington

Page 3: Identifying Individual Bowhead Whales  Through Aerial Photography

Available images of bowheads

• There are currently over 17,000 images of bowhead whales in collections archived at LGL and NMML.

• Over the past 30 years, aerial surveys have been conducted mostly near Point Barrow during the spring migration and in the Beaufort Sea in summer.

Page 4: Identifying Individual Bowhead Whales  Through Aerial Photography

Whale images are measured for length and corrected relative to camera lens, aircraft altitude (calibrated), and any known photogrammetric biases.

15.5 m

Whale lengths

Page 5: Identifying Individual Bowhead Whales  Through Aerial Photography

Growth of individual whales

• Calves are 4.75 - 5.0 m long in May,

and 6.25 - 6.5 m long by October.

• Yearlings in May are 6.5 - 8.0 m long.

• Small whales (~9.5 m) grow 22 - 44 cm/yr.

• Medium size (~12 m) grow 12 - 15 cm/yr.

• Large whales (~15 m) grow 0 - 5 cm/yr.

Page 6: Identifying Individual Bowhead Whales  Through Aerial Photography

Components of categorizing bowhead images

ZONESZONES IDENTIFIABILITYIDENTIFIABILITY QUALITYQUALITY

Rostrum H+ 1+

Mid-back H- 1-

Lower back M+ 2+

Fluke M- 2-

U+ 3

U-

X

Page 7: Identifying Individual Bowhead Whales  Through Aerial Photography

Four zones used to categorize areas on a bowhead image

Rostrum zone(1)

Mid-back zone(2)

Lower-backzone(3)

Fluke zone(4)

Page 8: Identifying Individual Bowhead Whales  Through Aerial Photography

Sizes of marks used in categorizing identifiability

Page 9: Identifying Individual Bowhead Whales  Through Aerial Photography

Identifiability by zonesRostrum zone

unmarked(U-)

Mid-back zone(U+)

Lower-back zone (H+) Fluke zone(H+)

Large, fairly

distinctive mark

Large, non- distinctive

markOne medium not unique

mark

Page 10: Identifying Individual Bowhead Whales  Through Aerial Photography

Image qualityRostrum zone is quality 1+

(= clearly visible)Mid-back zone is

quality 2+

Lower-back zone is quality 2+ (= adequately visible)

Fluke zone is quality 1+

(=clearly visible)

Some of this zone is obscured

by splash

Page 11: Identifying Individual Bowhead Whales  Through Aerial Photography

Computer-assisted matching program

• Because the number of photos in the catalog has been growing, it is becoming necessary to increase matching efficiency through a computer program that prioritizes most likely matches.

Page 12: Identifying Individual Bowhead Whales  Through Aerial Photography

Applications of results from bowhead photo-identification

• Abundance estimates

• Growth rates of individual whales

• Calving intervals

• Population dynamics

• Stock structure

Page 13: Identifying Individual Bowhead Whales  Through Aerial Photography

Abundance Estimates

n

Photo ID abundance

Ice-based abundance

Spring 1985 641

6,700(3,195-12,561)

6,039(3,300-11,100)Summer 1985 1,069

Spring 1986 401 7,734

(5,400-11,100)Summer 1986 441

Page 14: Identifying Individual Bowhead Whales  Through Aerial Photography

Resightings of adult whales with calves indicates calving intervals of 3-4 years

Page 15: Identifying Individual Bowhead Whales  Through Aerial Photography

Survival probability is remarkably high for bowheads (0.95 to almost 1.00);

some bowheads live for over a century

Page 16: Identifying Individual Bowhead Whales  Through Aerial Photography

Seasonal distribution of bowhead sightings through the spring migration near Barrow

Date bins Census Photos Difference<24 Apr 5.6% 7.8% 2.0%

24-30 Apr 16.5% 6.5% -10.0%1-7 May 24.9% 16.8% -8.0%

8-14 May 30.1% 26.7% -3.0%15-21 May 12.3% 18.8% 7.0%22-28 May 6.6% 13.1% 6.0%

>28 May 4.0% 10.4% 6.0%

Page 17: Identifying Individual Bowhead Whales  Through Aerial Photography

Spring migration of bowheads at Barrow(gray = aerial photo data;

burgundy = ice-based census data)

0%5%

10%15%20%25%30%

4/5 to4/21

4/22 to4/28

4/29 to5/5

5/6 to5/12

5/13 to5/19

5/20 to5/26

5/7 to6/10

Page 18: Identifying Individual Bowhead Whales  Through Aerial Photography

Stock-structure issues

Page 19: Identifying Individual Bowhead Whales  Through Aerial Photography

Resighting dates for bowheads seen on more than one year

during the spring migration

Page 20: Identifying Individual Bowhead Whales  Through Aerial Photography

Differences in dates (delta T) between initial sightings and

resightings of individual bowheads migrating past Barrow

0

1

2

3

4

5

6

1 6 11 16 21 26 31

Delta T

Freq

uen

cy

Page 21: Identifying Individual Bowhead Whales  Through Aerial Photography

Differences in sighting dates of individual bowhead whales as a

function of whale size

5

10

15

20

0 10 20 30 40

Delta T (days)

Wha

le le

ngth

(m

)

Page 22: Identifying Individual Bowhead Whales  Through Aerial Photography

Cumulative frequency of dates of all photographed bowheads

0%

20%

40%

60%

80%

100%

1976-94(not 1985)

1985

Page 23: Identifying Individual Bowhead Whales  Through Aerial Photography