removing tides and inverse barometer effect on dinsar · by subtracting the phase of 2 sar images...

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Removing Tides and Inverse Barometer Effect on DInSAR of Antarctic Ice Shelves Q. Glaude, S. Berger, C. Amory, F. Pattyn, C. Barbier and A. Orban

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Page 1: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Removing Tides and Inverse Barometer Effect on DInSAR

of Antarctic Ice Shelves

Q. Glaude, S. Berger, C. Amory, F. Pattyn,C. Barbier and A. Orban

Page 2: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Methodology applied in Dronning Maud Land – Antarctica, but applicable elsewhere

Page 3: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Displacement from DInSAR

Correction of vertical bias

Results

Page 4: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

SAR is an imaging technique where a spaceborne sensor emits an electromagnetic wave and captures its return

[Copernicus, 2019]

Page 5: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

[TanDEM-X – Copahue volcano, i.e.]

PH

ASE

MA

STER

PH

ASE

SLA

VE

- =

Page 6: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Many components are influencing the interferogramDInSAR consists in retrieving the phase term related to displacement

𝝋𝒊𝒏𝒕𝒇 = 𝝋𝒐𝒓𝒃+𝝋𝒕𝒐𝒑𝒐+𝝋𝒂𝒕𝒎 +𝝋𝒎𝒗𝒕

Page 7: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

The phase is ambiguous because only known between –π and +π. Phase unwrapping is necessary to retrieve the absolute phase

Page 8: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Ice shelves are sensitive to variation of the sea level, mostly due to tides and inverse barometer effect (IBE)

Page 9: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Between two close DInSAR (12 days), we can consider horizontal velocity as stationary, whereas vertical displacement is highly variable

𝑨𝒊 𝒙, 𝒚 = Δ𝒕𝒊𝒅𝒆𝒔𝒊 𝒙, 𝒚 − Δ𝒑𝒓𝒆𝒔𝒔𝒖𝒓𝒆𝒊(𝒙, 𝒚)

Page 10: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Tides’ amplitudes are computed using the Padman model

[m]

Page 11: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Similarly, surface atmospheric pressure are computed using the regional atmospheric MAR model

[hPa]

Page 12: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

A double differential interferogram (DDInSAR) consists in subtracting two consecutive interferograms. DDInSAR only accounts for vertical displacements

Roi Baudouin Ice Shelf

Grounded

Floating

10 km

Page 13: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

The DInSAR is corrected by scaling the DDInSAR to the DInSAR vertical bias

Φ𝒅𝒊𝒔𝒑𝒍𝑯𝟏= Φ𝑫𝑰𝒏𝑺𝑨𝑹𝟏 −

𝑨𝟏

𝑨𝟐−𝑨𝟏∙ Φ𝑫𝑫𝑰𝒏𝑺𝑨𝑹

Page 14: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Results showed a strong decrease of the fringe rate in the grounding zone

Original DInSAR Vertical Bias Corrected DInSAR

Page 15: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

Results showed a strong decrease of the fringe rate in the grounding zone

Page 16: Removing Tides and Inverse Barometer Effect on DInSAR · By subtracting the phase of 2 SAR images taken from different dates and slightly different points of view, we make an interferogram

In conclusion, we developed a simple algorithm to remove vertical bias from DInSAR for the retrieval of horizontal displacement

Questions ?