sea surface salinity from space: new tools for the ocean color community

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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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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). Outline:. Aquarius and SMOS AMSR-E: the first SSS product from space - PowerPoint PPT Presentation

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Page 1: Sea surface salinity from space:  new tools for the ocean color community

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

• 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
Page 4: Sea surface salinity from space:  new tools for the ocean color community

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

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

Page 6: Sea surface salinity from space:  new tools for the ocean color community
Page 7: Sea surface salinity from space:  new tools for the ocean color community

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
Page 9: Sea surface salinity from space:  new tools for the ocean color community
Page 10: Sea surface salinity from space:  new tools for the ocean color community

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
Page 12: Sea surface salinity from space:  new tools for the ocean color community

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

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

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

Rms<1.5 psu reportedPresent rms ~0.7 psu

Page 16: Sea surface salinity from space:  new tools for the ocean color community
Page 17: Sea surface salinity from space:  new tools for the ocean color community
Page 18: Sea surface salinity from space:  new tools for the ocean color community
Page 19: Sea surface salinity from space:  new tools for the ocean color community
Page 20: Sea surface salinity from space:  new tools for the ocean color community
Page 21: Sea surface salinity from space:  new tools for the ocean color community
Page 22: Sea surface salinity from space:  new tools for the ocean color community
Page 23: Sea surface salinity from space:  new tools for the ocean color community

Preliminary studies using AMSR-E SSS and ocean color data

Page 24: Sea surface salinity from space:  new tools for the ocean color community

Merged SeaWiFS-MODIS GSM log(acdm443)

Page 25: Sea surface salinity from space:  new tools for the ocean color community
Page 26: Sea surface salinity from space:  new tools for the ocean color community

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

Comparison of seasonal climatologies (2003-2007)

Page 28: Sea surface salinity from space:  new tools for the ocean color community

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

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

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

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

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

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

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

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

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

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

• 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

• 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

EXTRA SLIDES

Page 41: Sea surface salinity from space:  new tools for the ocean color community

Comparison of seasonal climatologies (2003-2007)

Page 42: Sea surface salinity from space:  new tools for the ocean color community

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

Figure 6.

Page 44: Sea surface salinity from space:  new tools for the ocean color community

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

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