WorldView 2 Image Sequence

Post on 31-Jan-2016

56 views 0 download

description

MAPPING NEAR SHORE BATHYMETRY USING WAVE KINEMATICS IN A TIME SERIES OF WORLDVIEW-2 SATELLITE IMAGES Ron Abileah. WorldView 2 Image Sequence. WorldView 2. WKB. WorldView 2. WKB. OSU Jetski. Depth Estimation Objective Function J – Evaluated pixel-by-pixel. - PowerPoint PPT Presentation

Transcript of WorldView 2 Image Sequence

04/22/23 1

MAPPING NEAR SHORE BATHYMETRY USING WAVE

KINEMATICS IN A TIME SERIES OF WORLDVIEW-2 SATELLITE IMAGES

Ron Abileah

04/22/23 IGARSS 2013 Melbourne 2

WorldView 2 Image Sequence

04/22/23 IGARSS 2013 Melbourne 3

WKBWorldView 2

04/22/23 IGARSS 2013 Melbourne 4

WKBWorldView 2 OSU Jetski

04/22/23 IGARSS 2013 Melbourne 5

2, / 2 , / 21 2( , ) ( ( , )) ( ( , ))z zJ x y I x y I x y

Image 1, propagated forward τ/2 seconds, at depth z

Image 2, propagated backward τ/2 seconds, at depth z

Depth Estimation Objective Function J – Evaluated pixel-by-pixel

04/22/23 IGARSS 2013 Melbourne 6

2, / 2 , / 21 2

A( , ) ( ( , )) ( ( , ))z zJ x y I x y I x y

Noise averaging over area A (e.g., 100m x 100m)

Objective Function – averaged over area A

04/22/23 IGARSS 2013 Melbourne 7

2, /2 , /21( , ) ( ( , )) ( ( , ))

N

z zn

AnJ x y I x y I x y

Noise averaging over area A and all image pairs in N

Objective Function – averaged over area A and all image pairs in set N

04/22/23 IGARSS 2013 Melbourne 8

Objective Function Minimization demonstrated with 1 image pair, A = 100m x 100m

04/22/23 IGARSS 2013 Melbourne 9

A = 100 x 100 m7 image pairs

04/22/23 IGARSS 2013 Melbourne 10

A = 100 x 100 m7 image pairs

Truth + tide datum corrected regression

04/22/23 IGARSS 2013 Melbourne 11

04/22/23 IGARSS 2013 Melbourne 12

04/22/23 IGARSS 2013 Melbourne 13

A = 100 x 100 m7 image pairs

04/22/23 IGARSS 2013 Melbourne 14

The ΔT Factor

Depth averaged over distance that waves travel in time interval ΔT. In shallow water limit

Wave refraction

210( ) 9. 1( ) 10( ), 100

mDi stance = T gz s m m

s

04/22/23 IGARSS 2013 Melbourne 15

Summary Depth mapping demonstrated at Agate Beach, OR

ΔT = 10 s 7 image pairs Haze Depth accuracy +1m with 100 m resolution ≤50 m resolution achievable at shallower depths

Possibility for greater depth mapping accuracy ΔT = 7 s with WV02 Up to 40 image pairs Better visibility

WBK method works in turbid waters

04/22/23 IGARSS 2013 Melbourne 16

Acknowledgements

Satellite imagery provided by Digital Globe under a data exchange agreement

DigitalGlobe's Gregory Miecznik, Dan Lester, and Chuck Chaapel provided much technical assistance throughout this study

Jet ski survey funded by Oregon's Department of Geology and Mineral Industries (DOGAMI) and The Northwest Association of Networked Ocean Observing Systems (NANOOS)

Peter Ruggiero, Oregon State University, provided the 2012 jet ski survey data

04/22/23 IGARSS 2013 Melbourne 17

Thank you

Ron Abileahabileah@jOmegak.com

04/22/23 IGARSS 2013 Melbourne 18

Appendix A Waimanlo Beach

04/22/23 IGARSS 2013 Melbourne 19

WKB vs. SHOALS depths

04/22/23 IGARSS 2013 Melbourne 20

04/22/23 IGARSS 2013 Melbourne 21

04/22/23 IGARSS 2013 Melbourne 22

Appendix B Coronado Beach

04/22/23 IGARSS 2013 Melbourne 23

Before depth can be estimated, WK estimates the ocean surface current. The color scale is

Red -1 m/s Green 0 m/sBlue +1 m/s

Positive x is to the right; positive y is up. Note strong outward jet at the San Diego Bay inlet.

WK Current

IKONOS image by SpaceImaging.

04/22/23 IGARSS 2013 Melbourne 24

WK Bathymetry

IKONOS image by SpaceImaging.

WK depths are average values over the area of a tile, 150m x 150m. The color scale is

Dark red 5mDark blue 25m

Blank tiles are areas where depth

could not be estimated reliably.

04/22/23 IGARSS 2013 Melbourne 25

San Diego bathymetry with IKONOS

04/22/23 IGARSS 2013 Melbourne 26

Appendix C WKB objective function in

deep water

04/22/23 IGARSS 2013 Melbourne 27

04/22/23 IGARSS 2013 Melbourne 28

Appendix DAgate Beach with 1 image

pair, 200m x 200 m

04/22/23 IGARSS 2013 Melbourne 29

A = 200 x 200 m1 image pair

04/22/23 IGARSS 2013 Melbourne 30

A = 200 x 200 m1 image pair

04/22/23 IGARSS 2013 Melbourne 31

OSU Jet Ski Survey

Transects