UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE...

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UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France, September 26, 2011

Transcript of UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE...

Page 1: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING

OF CELESTIAL SKY NOISE

Joe TenerelliSMOS L2OS Progress Meeting

Arles, France, September 26, 2011

Page 2: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

SMOS PASSES USED IN THIS ANALYSIS

Page 3: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

DRIFT IN 2010 ONLY

Page 4: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

NO LOSS MODEL

Page 5: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

ONE-SLOPE LOSS MODEL

Page 6: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

TWO-SLOPE LOSS MODEL

Page 7: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

EXTENSION THROUGH JUNE 2011

Page 8: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

NO LOSS MODEL

Page 9: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

ONE-SLOPE LOSS MODELNotice the significant desc-asc bias now appearing with both one and two slope loss models between Nov 2010 and April 2011. It is of opposite sign to that between Sep and Dec 2010 observed with no loss model. It appears that the loss correction is too strong in this period.

Page 10: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

TWO-SLOPE LOSS MODELThe two-slope model seems to degrade desc-asc bias relative to the one-slope model.

Page 11: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

ONE-SLOPE LOSS MODEL: IMPACT OF GALACTIC REFLECTION MODELIt turns out that, for the metrics used here, the impact of the formulation of galactic noise scattering at the surface on desc-asc bias is quite small even for descending passes in September.

Kirchhoff scattering model for galactic noise

Page 12: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

ONE-SLOPE LOSS MODEL: IMPACT OF GALACTIC REFLECTION MODELIt turns out that, for the metrics used here, the impact of the formulation of galactic noise scattering at the surface on desc-asc bias is quite small even for descending passes in September.

Flat surface reflection model for galactic noise

Page 13: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

DRIFT METRICS

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LONG TERM DRIFT JAN-DEC 2010

Page 15: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

LONG TERM DRIFT JUN-DEC 2010

Page 16: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

LONG TERM DRIFT JUNE 2010 – JUNE 2011

Considering the June 2010 to June 2011 period, there is very little net drift in the AF and EAF FoVsIn the ascending passes.

Page 17: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

SHORT TERM DRIFT IN 2010 AND 2011

The two-slope model seems to degrade desc-asc bias relative to the one-slope model.

Two-slope degrades desc-asc consistency

Page 18: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

LATEST OPERATIONAL BIAS CURVES

Page 19: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

The following are bias curves for operational DPGS Level 1B data:

Page 20: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

The following are bias curves for operational DPGS Level 1A data and using JRECON with no direct sun correction:

Page 21: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

Comparing Original DPGS with L1PP

Page 22: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

NO LOSS MODEL

Page 23: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

LATEST OPERATIONAL BIAS CURVES

Page 24: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

UPDATE ON GALACTIC NOISE MODEL

Page 25: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

UPDATE ON GALACTIC NOISE MODEL

Page 26: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

UPDATE ON GALACTIC NOISE MODEL

Page 27: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

UPDATE ON GALACTIC NOISE MODEL

Page 28: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

UPDATE ON GALACTIC NOISE MODEL

Page 29: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CELESTIAL SKY NOISE MAPS

Page 30: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

HOVMOLLER PLOTS OF REFLECTED SKY NOISE

Page 31: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

SMOS RESIDUALS BASED ON COMMISSIONING REPROCESSING DATA

Page 32: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

SMOS RESIDUALS BASED ON COMMISSIONING REPROCESSING DATA

Page 33: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

FITTING A GEOMETRIC OPTICS MODEL TO THE RESIDUALS

Page 34: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

FITTING A GEOMETRIC OPTICS MODEL TO THE RESIDUALS

Page 35: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

FITTING A GEOMETRIC OPTICS MODEL TO THE RESIDUALS

Page 36: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

FITTING A GEOMETRIC OPTICS MODEL TO THE RESIDUALS

Page 37: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

FITTING A GEOMETRIC OPTICS MODEL TO THE RESIDUALS

Page 38: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

Page 39: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

Page 40: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

Page 41: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

Page 42: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

NEW SEMI-EMPIRICAL MODEL

Page 43: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

ORIGINAL KIRCHHOFF MODEL

Page 44: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

NEW SEMI-EMPIRICAL MODEL: Ascending Passes

Page 45: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

CROSS SECTIONS THROUGH THE CELESTIAL SKY MAPS

NEW SEMI-EMPIRICAL MODEL: Descending passes

Page 46: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT ON CELESTIAL SKY BIASES

Page 47: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

BIAS: ORIGINAL KIRCHHOFF MODEL

Page 48: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

BIAS: KIRCHHOFF MODEL EVALUATED AT 3 M/S WIND SPEED

Page 49: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

BIAS: EMPIRICAL GEOMETRIC OPTIC

Page 50: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

NEW SEMI-EMPIRICAL GO MODEL SWATH RESULTS

Page 51: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT ON SWATH BIASES: ALIAS-FREE FIELD OF VIEW

Page 52: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT ON SWATH BIASES: ALIAS-FREE FIELD OF VIEW

Page 53: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT ON SWATH BIASES: ALIAS-FREE FIELD OF VIEW

Page 54: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC MODEL ON BIAS TREND ANALYSIS

Page 55: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

The curves show the contribution of scattered celestial sky noise to FoV biases, based upon the Kirchhoff model evaluated at a 3 m/s wind speed.

Page 56: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

Similar to previous slide but for the flat surface reflected celestial sky noise.

Page 57: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

The bias curves below were computed using the original Kirchhoff model evaluated at a 3 m/s wind speed.

Page 58: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

With the new empirical geometric optics model the curves change very little.

Page 59: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

Even switching to flat surface reflected galactic noise makes little difference:

Page 60: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

For these curves we have used the original theoretical roughness emission model. This also makes little difference.

Page 61: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS

Page 62: UPDATE ON SMOS LONG-TERM BIASES OVER THE OCEAN AND ROUGH SURFACE SCATTERING OF CELESTIAL SKY NOISE Joe Tenerelli SMOS L2OS Progress Meeting Arles, France,

IMPACT OF GALACTIC NOISE MODEL ON BIAS TREND ANALYSIS