Top Banner
1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M. Sanzone Arctic I&M Program, National Park Service James W. Jordan Dept. of Environmental Studies, Antioch University New England Owen K. Mason GeoArch Alaska Eric G. Parrish INSTAAR, University of Colorado Leanne R. Lestak INSTAAR, University of Colorado AGU Presentation -- December 14, 2006 See also: instaar.colorado.edu/QGISL/ARCN/
47

1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

Dec 20, 2015

Download

Documents

Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

1

Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska

William F. Manley INSTAAR, University of ColoradoDiane M. Sanzone Arctic I&M Program, National Park ServiceJames W. Jordan Dept. of Environmental Studies, Antioch University New EnglandOwen K. Mason GeoArch AlaskaEric G. Parrish INSTAAR, University of ColoradoLeanne R. Lestak INSTAAR, University of Colorado

AGU Presentation -- December 14, 2006

See also: instaar.colorado.edu/QGISL/ARCN/

Page 2: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

2

Coastal Erosion

Rapid, observable change to the environment

Multiple impacts on a variety of habitats

Fragile coast is a sensitive indicator of “stressors”:

direct human disturbance climate change:

• longer ice-free season• increased permafrost melting• change in frequency and intensity of storms• sea level rise

Page 3: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

3

Goals

Field measurements as test of GIS approach

Preliminary GIS results

Page 4: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

4

Study Area

C h u k c h

i S

e a

Page 5: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

5

Coastal Monitoring Stations

• 27 sites• first established 1987-1994• revisited in 2006• measured on “bluff top”

Page 6: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

6

Field Methods

Page 7: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

7

Remote Sensing & GIS Approach

High-resolution base imagery• 2003 orthophoto mosaic

Imagery and data useful for other concerns

Historic aerial photographs• orthorectified photos for ca. 1980• orthorectified photos for ca. 1950

Comparison of different “time slices” allows us to detect and measure change

2003

ca. 1980

ca. 1950

Page 8: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

8

• from NOAA & NPS 1:24,000 natural color photos

• mosaic created by Aero-Metric

• 0.6 m resolution

• accuracy: 1.2 m (RMSE)

• 112 tiles, 98 GB: lots of imagery!

• highest res. in Alaska for this large of an area

• available to the public early 2007

• valuable for other types of research

Page 9: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

9

60 framesColor IR1.0 m res.

• 57 frames• Color IR• 1:64,000• 1.0 m resolution• 1.5 m accuracy (RMSE)

Page 10: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

10

130 framesBlack & White1.0 m res.

• 108 frames• Black and White• 1:43,000• 1.0 m resolution• 2.0 m accuracy (RMSE)

Page 11: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

11

Mainland bluff Beach ridge complex

Barrier island or spit

Shoreline Reference Feature (SRF): “bluff top” (wave-cut scarp)

Page 12: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

12

Page 13: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

13

Page 14: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

14

Page 15: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

15

Page 16: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

16

Page 17: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

17

Page 18: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

18

Page 19: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

19

Page 20: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

20

Page 21: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

21

Page 22: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

22

2003

Page 23: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

23

1949

Page 24: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

24

1985

Page 25: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

25

2003

Page 26: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

26

1949

Page 27: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

27

1985

Page 28: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

28

2003

Page 29: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

29

Page 30: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

30

DSAS

Thieler et al. (2005)

Page 31: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

31

baseline

Baseline

Page 32: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

32

Transects

Page 33: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

33

Transects

51.4 m÷ 36 yr =1.4 m/yr

1949

1985

Page 34: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

34

“Early” Period ca. 1950 – ca. 1980

m/yr

1949

1985

Page 35: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

35

“Late” Period ca. 1980 – 2003

m/yr

2003

1985

Page 36: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

36

accr

etio

n

Page 37: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

37

GIS Errors

ca. 1950 ca. 1980 2003

Orthorectification 2.0 1.5 NA

Digitizing 3 4 3

Total (SRSS) 3.6 4.3 3.0

Shoreline Position (m)

“Early” “Late” “Long Term”

ca. 1950 – ca. 1980

ca. 1980 - 2003

ca. 1950 - 2003

Position (m) 5.6 5.2 4.7

Rate (m/yr) ± 0.20 ± 0.23 ± 0.09

Coastal Change

Page 38: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

38

1:1

r2 = 0.80n = 21

Page 39: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

39

1:1

meandifference:0.12 m/yr

r2 = 0.80n = 21

Page 40: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

40

GIS Errors

ca. 1950 ca. 1980 2003

Orthorectification 2 1.5 NA

Digitizing 3 4 3

Total (SRSS) 3.6 4.3 3.0

Shoreline Position (m)

“Early” “Late” “Long Term”

ca. 1950 – ca. 1980

ca. 1980 - 2003

ca. 1950 - 2003

Position (m) 5.6 5.2 4.7

Rate (m/yr) ± 0.20 ± 0.23 ± 0.09

Coastal Change

Rate (m/yr) ± 0.12

Field Test (mean difference)

Page 41: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

41

• spatial variability• “early” erosion

Page 42: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

42

• accretion

Page 43: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

43

• station eroded• “late” erosion

Page 44: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

44

xy plot

“Early” Period ca. 1950 – ca. 1980

Avg ± SD

ca. 1950 – ca. 1980 0.0 ± 1.1

ca. 1980 – 2003 -0.5 ± 0.6

Avg ± SD

ca. 1950 – ca. 1980 -0.6 ± 0.4

ca. 1980 – 2003 -0.2 ± 0.3

CAKR (n = 1628)

BELA (n = 1146)

Page 45: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

45

xy plot

“Late” Period ca. 1980 – 2003

Avg ± SD

ca. 1950 – ca. 1980 0.0 ± 1.1

ca. 1980 – 2003 -0.5 ± 0.6

Avg ± SD

ca. 1950 – ca. 1980 -0.6 ± 0.4

ca. 1980 – 2003 -0.2 ± 0.3

CAKR (n = 1628)

BELA (n = 1146)

Page 46: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

46

xy plot

Is coastal erosion increasing with Arctic warming?

Page 47: 1 Field- And GIS-Based Measurements of Coastal Change for the Southeast Chukchi Sea, Alaska William F. Manley INSTAAR, University of Colorado Diane M.

47

• acceptably low errors• comprehensive spatial analysis

Conclusions

Field:• more precise• measurements more often

GIS:

Is global warming responsible?:

• storm climatology important• high spatial and temporal resolution needed