sea surface salinity from space: new tools for the ocean color community joe salisbury, doug...

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Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim Moore (UNH) Nico Reul, Bertrand Chapron (IFREMR)

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Page 1: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Sea surface salinity from space:

new tools for the ocean color community

Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim Moore (UNH)

Nico Reul, Bertrand Chapron (IFREMR)

Page 2: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

• Aquarius and SMOS

• AMSR-E: the first SSS product from space

• Preliminary biogeochemical studies using remotely-sensed SSS and ocean color

• Can the ocean color community help the SSS community?

Outline:

Page 3: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 4: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Importance: From the NASA Aquarius website:

- Salinity has been sparsely detected at sea, limited mostly to summertime observations in shipping lanes: about 25% of the grid over ice-free oceans have never been sampled

- Aquarius will collect more data in two months than had been amassed by ships and in-water sensors during the 100 years before launch

Page 5: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

NODC WOA-09 Atlas. Antonov et al., 2010

Page 6: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 7: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

The data-related goals of Aquarius are:

1. Provide the first global observations of SSS, covering Earth's surface once every 7 days

2. Deliver monthly 150-kilometer resolution SSS maps over a 3-year mission lifetime

3. Achieve SSS accuracy of 0.2 psu

Page 8: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 9: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 10: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

SSS retrievals from EOS AMSR-E

“Demonstration of ocean surface salinity microwave measurements from space using AMSR-E data over the Amazon plume”

N . Reul, et al. (2009) Geophysical Research Letters. V. 36, L13607, doi:10.1029/2009GL038860

Page 11: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 12: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Nevertheless: we found a robust salinity in tropical waters (SST>26C), using 10.7GHz6.8GHz

BvBv TT −TB=Sensitivity of Tb to several ocean and atmospheric variables

Page 13: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

AMSR-E used to generate monthly SSS maps (2003-2009)(0.25 degree from ~56km original data)

Page 14: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

ARGO

TSG averaged @ 0.25° resPIRATA

AMSR-E SSS product validation: match-up with in situ data compiled monthly (2003-2008)

Drifters

Page 15: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Rms<1.5 psu reportedPresent rms ~0.7 psu

Page 16: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 17: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 18: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 19: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 20: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 21: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 22: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 23: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Preliminary studies using AMSR-E SSS and ocean color data

Page 24: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Merged SeaWiFS-MODIS GSM log(acdm443)

Page 25: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim
Page 26: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Focus on the western tropical Atlantic with SSS and ocean color:

Manuscript: “Spatial and temporal coherence between Amazon discharge, salinity and

light absorption by colored organic carbon in the surface western tropical Atlantic.”

Page 27: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Comparison of seasonal climatologies (2003-2007)

Page 28: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Time series of ocean color and salinity along plume trajectoriesAnalysis locations based on segments of low salinity plume trajectory (proximal: 0-600km, distal: 1200-1800km)

Page 29: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Monthly time-series of discharge, AMSR-E SSS, and acdm443

along the plume trajectory from the 1200 -1800km

Page 30: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Can we use AMSR-E SSS and ocean color data to further our knowledge of ocean biogeochemistry?

Preliminary study of acdm anomalies along the Amazon plume trajectory

Page 31: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Preliminary study of acdm anomalies along the Amazon plume trajectory

- For each month in the time series, we considered a conservative relationship between salinity and acdm443.

(Only along the low-salinity trajectory of the plume)

- Plotted salinity versus the anomaly of the SSS -acdm443 relationship

- Analyzed the anomalies in terms of distance from Amazon mouth and ocean color variables.

Page 32: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Evidence for acdm photobleaching?

Salinity, residuals of linear regressions, distance from source

Evidence for “autotrophic”subsidies of acdm?

Page 33: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

RESULT: A NEW SSS PRODUCT with rms < 1 psu in tropical waters to complement SMOS & AQUARIUS (and go back to 2002)

AMSR-E data available now for evaluating:

• Spatial SSS structure

• Temporal SSS signatures over a 8 year period

• Blending of satellite products using ocean color, AMSR-E, Aquarius, SMOS, SST

• Land-ocean interaction studies near tropical river plume regions and open ocean rain pools

Page 34: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Can ocean color help the SSS community?

The grid is the approximate resolution of monthly Aquarius data (150km),

..and the buffer is about 2 pixels (300km)

Page 35: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

salinity

Intermediate steps: AMSR-E can help resolve within-pixel variability in warm waters

Page 36: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

salinity

Intermediate steps: AMSR-E can also get closer to the coast

Page 37: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Merged product: AMSR SSS (left) and SSS <34 estimated from acdm443 (right)

Page 38: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

• Create global AMSR-E SSS product for >26C (Indian Ocean underway!)

• Characterize regional variability in relationships between salinity and absorption

• Study effects of photobleaching and autotrophy on conservative mixing anomalies

• Pray for a successful Aquarius launch

What’s next?

Page 39: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

• US researchers funded by NASA

• NASA Carbon Grant (NNX08AL8OG), J. Salisbury, PI

• NASA Ocean Sci. Salinity Team Grant (OSST-143304), D. Vandemark, PI

Acknowledgements

Thanks for listening!

GeoCAPE info/input meeting during lunch

Page 40: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

EXTRA SLIDES

Page 41: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Comparison of seasonal climatologies (2003-2007)

Page 42: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Monthly time-series of discharge, AMSR-E SSS, and acdm443

along the plume trajectory from the mouth to 600km

Page 43: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Figure 6.

Page 44: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Localized 2.5 x 2.5°slope and intercept of salinity and acdm443

Slope and intercept (contour)

Salinity acdm443

Note that there’s increasing color per unit salinity here

Page 45: Sea surface salinity from space: new tools for the ocean color community Joe Salisbury, Doug Vandemark, Chris Hunt, Janet Campbell, Dominic Wisser, Tim

Monthly AMSR-E climatological SSS products over period 2003-2008