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[Bug]: Inconsistent Results for Overlapping AOIs #89

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dotsLand opened this issue Jan 24, 2024 · 4 comments
Closed

[Bug]: Inconsistent Results for Overlapping AOIs #89

dotsLand opened this issue Jan 24, 2024 · 4 comments

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@dotsLand
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I am writing to bring to your attention that I have encountered while working with different AOIs that have an overlap area. I have performed tests using the same scenes and parameters with SBAS, yet I am receiving different results for the overlapping regions.

AOI area is 10kmx20km with buffer 0.02, overlaped area is 4km
Despite these efforts to maintain consistency, the results for the overlapping areas are diverging.

Is SBAS suitable for analyzing small surfaces, considering the significant difference observed in deformation results on a particular surface? If applicable, how can one determine which set of results from SBAS analysis should be considered more trustworthy when encountering such variations?

Screenshots
2AOI
Two diff AOI with OverLaps

compare red with blue
Results from two diff AOI

near
See difference in zoom, gradient of color is for same values

zoom

for same point i create charts with LOS displacement and also STL, see

zoom with chart

System and software version:

  • OS: Docker, latest pygmtsar
  • GMTSAR version: Latest
@AlexeyPechnikov
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Owner

SBAS results depend on unwrapping accuracy, and we need to control it effectively. This involves detrending, removing atmospheric phase, and other steps, including the removal of excessively noisy interferograms.

For example, let's compare these unwrapped interferograms where no visible patterns are apparent:

image

Now, take a look at the cleaned ones, where you can easily recognize a subsidence area at the center:

image

@dotsLand
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dotsLand commented Jan 24, 2024

SBAS Phase, [rad]0-100
SBAS Phase,  rad 0-100

SBAS Trend Phase, [rad]0-100
SBAS Trend Phase,  rad 0-100

SBAS Phase - Trend, [rad]0-100.
SBAS Phase - Trend,  rad 0-100

Histogram for Standard Deviation with Mean and Std Lines - pairs_best.jpg
Histogram for Standard Deviation with Mean and Std Lines - pairs_best

SBAS Best Pairs Quality
SBAS Best Pairs Quality

SBAS Baseline - Standard Deviation
SBAS Baseline - Standard Deviation

SBAS Cumulative LOS Displacement, [mm]
SBAS Cumulative LOS Displacement,  mm

SBAS Connected Components0100

SBAS Connected Components0100

I have tried to use a stddev < 4 but not to much change

@AlexeyPechnikov
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Your detrended phases are very noisy because you don't check the connected components map. Use unwrapping without a correlation threshold to unwrap all the pixels and prevent disconnected areas.

@dotsLand
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i will try with out correlation threshold !

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