validation of x-track coastal altimetry on th w t fl id sh...

17
Validation of X-TRACK coastal altimetry th W t Fl id Sh lf on the West Florida Shelf Yonggang Liu 1 Robert H Weisberg 1 Stefano Vignudelli 2 and Laurent Roblou 3 Yonggang Liu , Robert H. Weisberg , Stefano Vignudelli , and Laurent Roblou 1. College of Marine Science, University of South Florida, USA 2. Consiglio Nazionale delle Ricerche, Istituto di Biofisica, Pisa, Italy 3. CNRS,OMP/LEGOS, France The 3rd Coastal Altimetry Workshop Frascati Italy Frascati, Italy 18 September 2009

Upload: others

Post on 14-Jul-2020

0 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Validation of X-TRACK coastal altimetry th W t Fl id Sh lfon the West Florida Shelf

Yonggang Liu1 Robert H Weisberg1 Stefano Vignudelli2 and Laurent Roblou3Yonggang Liu , Robert H. Weisberg , Stefano Vignudelli , and Laurent Roblou

1. College of Marine Science, University of South Florida, USA2. Consiglio Nazionale delle Ricerche, Istituto di Biofisica, Pisa, Italy3. CNRS,OMP/LEGOS, France

The 3rd Coastal Altimetry WorkshopFrascati ItalyFrascati, Italy

18 September 2009

Page 2: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

OutlineIntroduction

Moored ADCP and HF radar observationsMoored ADCP and HF radar observations

X-TRACK product and surface geostrophic velocity

calculationcalculation

Comparison with ADCP near-surface velocity

Comparison with HF radar current radial componentp p

Summary and discussions

Page 3: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Introduction27

28

itude

(o N

)

20

50

EC2

EC3

CM2

NA2EC4

EC5

VeniceFLORIDA

ADCPCTDWindSea level

St. Petersburg

Tampa

Bay

Sarasota

Based on dominant inner-shelf momentum balance, Liu & Weisberg (2007) proposed a method for estimating absolute SSH near the coast by integrating in situ coastal ocean observations (velocity, hydrography bottom pressure coastal tide gauge and winds) along a transect The 84 83 82

26

27

Latit

ud

20

50

100

EC2

CM3

Gulf of Mexico

NDBC42036

hydrography, bottom pressure, coastal tide gauge and winds) along a transect. The estimated SSH time series at the 50 m site compare well with the satellite SSHA.What about a reverse calculation – estimating surface geostrophic

l it l f t llit SSHA i ll f i d

Longitude (oW)

Liu Y., and R.H. Weisberg (2007), Ocean current structures and sea surfacevelocity anomaly from satellite SSHA, especially from improved

coastal altimetry (e.g., Vignudelli et al. 2005)? Many studies focused on narrow shelves where the waters are deep, e.g., Strub et al. (1997), Saraceno et al. (2008), etc.

structures and sea surface heights estimated across the West Florida Shelf. J. Phys. Oceanogr., 37, 1697–1713.

The purpose of this study is to assess the usefulness of the along-track SSHA in estimating surface geostrophic velocity over typical shallow waters – the West Florida Shelf. How different between the satellite-derived and in situ observed surface velocities?

0

20

Lev

el (

cm)

h−η2

SSHA

Estimated vs. AVISO gridded SSHA at the 50 m isobath

N D J F M A M J J A S O N D J F M A M J J A S O N D J F M A M J J A S O N D

−20Sea

Le

1998 1999 2000 2001

Page 4: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

West Florida Shelf Observation Systems

• ADCP array• HF radar array• Satellite tracks

T/P & J2 tracksT/P & J2 tracksT/P2 tracks

Many moorings, but they are not located on satellite tracks.

Page 5: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Data Data Processing SLA_corrected = SLA – corr2 – corr3 – corr4 – corr5

SLA: sea level anamolyCorr2: atmospheric loading effects: MOG2D-G model sea level Corr3: loading tide effects

The original and filtered SLACorr3: loading tide effects Corr4: solid earth tide Corr5: GOT4.7 ocean tide

1 H X TRACK d t1 Hz X-TRACK data.

A 30 km lowpass filter is applied to each cycle of the track to remove the yhigh-frequency gravity waves.

The along-track sea level slope is smoothed using the optimal filtersmoothed using the optimal filter (Powell and Leben, 2004) with a cut-off of 60 km. A slope noise of 4~6 cm/s is expected.

Page 6: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

T/P Track #091 and ADCP Mooring PM1

Compare altimeter-derived surface geostrophicsurface geostrophic velocity and ADCP near-surface velocity anomalies in two di tidirections:

1. Perpendicular to the satellite track (Points N (and PM1)

2. Along-shelf direction (Points A and PM1)

T/P data available: 1992.11 ~ 2002.08PM1 ADCP data: 1993.10 ~ 1995.01

Page 7: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Surface geostrophic velocity (+ Ekman velocity) vs. ADCP near-surface (4 m) velocity anomalies

(ADCP and wind time series are 36-hr lowpass filtered)

Velocity component perpendicular to the satellite track (Points N and PM1)

Page 8: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Surface geostrophic velocity (+ Ekman velocity) vs. ADCP near-surface (4 m) velocity anomalies

(ADCP and wind time series are 36-hr lowpass filtered)

Along-shelf velocity component at the 50 m isobath (Points A and PM1)

Page 9: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Depth-averaged mean velocityand principal axis currents

(Weisberg, R.H., Y. Liu, & D.A. Mayer (2009), West Florida Shelf mean circulation observed with long-term moorings, Geophys Res Lett., in press)circulation observed with long term moorings, Geophys. Res. Lett., in press)

On subtidal time scales, principal axes of the currents align with the isobaths. Decorrelation scales are larger in the along-shelf direction than in the across-shelf direction.

This makes a basis to compare the along-shelf currents at two points that are on the samecurrents at two points that are on the same isobath but not far away from each other.

The 50 m isobath is fairly “Straight”.

Page 10: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Surface geostrophic velocity (+ Ekman velocity) vs. ADCP near-surface (5 m) velocity at mooring C12

(ADCP and wind time series are 36-hr lowpass filtered)

Along-shelf velocity anomalies at the 50 m isobath

Page 11: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Surface geostrophic velocity (+ Ekman velocity) vs. ADCP near-surface (5 m) velocity at mooring C13

(ADCP and wind time series are 36-hr lowpass filtered)

Along-shelf velocity anomalies at the 50 m isobath

Page 12: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

T/P2 Track #167 and HF Radar Radial CoverageRadial Coverage

The surface geostrophic velocity estimated from along-track SSHA (vgeo) g ( geo)and the HF radar surface radial velocity (vrad) are in the same direction at point Q. Thus, vgeo and vrad should be comparable if both satellite & HF radarscomparable if both satellite & HF radars work well.

Point Q is located at the 40 m isobath.

HF radar at Venice, Florida: long-range, CODAR SeaSonde, 5 MHz operating frequency radial sectors: 5º in bearingfrequency, radial sectors: 5 in bearing angle and 6 km in range, velocity in the top 1~2 m.

Page 13: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Surface Geostrophic Velocity vs. HF Radar Radial Velocity Anomalies(HF radar and wind time series are 36-hr lowpass filtered)

T/P2 Track #167 and HF Radar at Venice, Florida

Page 14: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Another Satellite Track

T/P2 Track #102 and HF Radar at Venice, Florida

Point R is located around the 60~70 m isobaths. The across-shelf velocity component are compared.p

T/P2 data available: 2002 ~ 2005HF radar at Venice site: 2004 ~ presentThe overlapped period: 2004~2005pp p

Page 15: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

Surface Geostrophic Velocity vs. HF Radar Radial Velocity Anomalies(ADCP and wind time series are 36-hr lowpass filtered)

T/P2 Track #102 and HF Radar at Venice, Florida

Page 16: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

SUMMARY

The performance of coastal altimetry (X-TRACK version 4) over a wide continental shelf is assessed using multi-year ocean current observations of HF radar and ADCP moorings on the West Florida Shelf (WFS). A k f hi l i li l l d f h T/P d J 1Across-track, surface geostrophic velocity anomalies, calculated from the T/P and Jason-1 along-track sea level anomalies, are compared with the near surface currents observed at adjacent ADCP moorings on subtidal time scales. The across-track velocity anomalies are further rotated to the along-shelf direction, and y gcompared with the ADCP near-surface along-shelf currents. The altimeter-derived velocity anomalies are also compared with the HF radar surface currents in the radial direction perpendicular to the satellite track. The root mean squared difference of the estimated and observed velocities range from 8The root-mean-squared difference of the estimated and observed velocities range from 8 to 10 cm/s for ADCP comparisons and from 7 to 9 cm/s for the HF radar comparisons, respectively.Given expected velocity errors 4~6 cm/s from the optimal filter (Powell and Leben, 2004),

d d f 6 / f d ( S b l 1997) h 7 10 / dand rmsd of ~6 cm/s for deep oceans (e.g., Strub et al., 1997), these 7~10 cm/s rmsd values are encouraging. This indicates usefulness of the X-TRACK product on the WFS. Note there is a rmsd of 3~6 cm/s between WFS HF radar and ADCP near-surface velocities on subtidal time scales (Liu et al., 2009). When the surface Ekman velocity is considered, both the rmsd values and the standard deviations of the velocity residuals are reduced. Future improvements: local tidal model …

Page 17: Validation of X-TRACK coastal altimetry on th W t Fl id Sh ...ocg6.marine.usf.edu/~liu/Presentations/Coastal_Altimetry_2009.pdf · Validation of X-TRACK coastal altimetry on th W

ACKNOWLEDGEMENTS

The data used herein derive observations sustained over some 16 years, beginning with a USGS cooperative agreement and continuing under ONR, MMS, NOAA, and State of Florida support through programs or individual grants. Present support is by ONR grant # N0014-05-1-0483 and NOAA grant # NA06NOS4780246. USF Ocean Circulation Group staff are responsible for the p psuccess of the field program, specifically, Messrs R. Cole, J. Donovan, J. Law, and Dr. C. Merz.