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Add step to combine previous amplitudes/amplitude dispersions for cleaner PS/SHP estimation #179

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merged 7 commits into from
Oct 29, 2024

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@scottstanie scottstanie commented Oct 28, 2024

Closes #78

Tested by running once on 10 dates, 2 bursts:

  • Run with all 10 dates
  • Then run with the first 5, pass the compressed SLC, run with 1+second 5

Comparing the amplitude dispersion for the stack of 10 (left) and the "combined_dispersion.tif" (middle), the results are the same except at layover/shadow regions.
image

Another comparison: the amplitude dispersion from using only 5 dates (left) with the combined (middle). The whole area has higher amplitude dispersion from incorporating more data, leading to fewer false positive PS
image

We're also adding one special case to lower the amplitude dispersion threshold to pick PS for just the first ministack, before we're passed any compressed SLCs. one ministack is too noisy to have a typicl 0.25-ish threshold.

@scottstanie scottstanie merged commit 910db33 into opera-adt:main Oct 29, 2024
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@scottstanie scottstanie deleted the add-amplitude-combine branch October 29, 2024 19:49
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Add an ampltiude pre-processor to convert saved mean/dispersion into one input per burst
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