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Consistency changes and improved SNR - #87

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HavardStridBuholdt wants to merge 14 commits into
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consistency_changes_v2
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Consistency changes and improved SNR#87
HavardStridBuholdt wants to merge 14 commits into
mainfrom
consistency_changes_v2

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Addressing issues:

Other notable additions:

  • Overhaul of the pre-processing script - cleaned & separated into more readable segments.
  • The Raman retrieval is now dependent whether the respective Raman channel was on during the retrieval period. If the channel was off sometime during the period a Warning is given, if the channel was off more than 50% of the period the retrieval is skipped for this period.

- output type of functions.
- SNR and noise is calculation.
- uncertainty calculation.
- etc.
- Now allows multiple variables to be aggregated in the same call.
- Added aggregation of variables `mShots`, `mask387Off`, `mask607Off`, `mask407Off`. And fixed aggregation of `RCS`.
- Added dependencies on `mask387Off` and `mask607Off`to Raman retrieval.
…gnal and BG before SNR calculations.

Added features:
- New config variable `flagUseImprovedSNR`.
- New retrievals_highres variables for improved SNR: `SNR_quasi` & `lowSNRMask_quasi`.
- New 2d smoothing functions: `uniform_filter_2d` & `moving_average_2d`.
The SNR used in quality mask estimation for channels `355_total_FR`, `532_total_FR`, `1064_total_FR`, `355_total_NR`, `532_total_NR` are now stored in the attenuated backscatter netCDFs.
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Improved SNR DFOV voldepol not calculated Design choice: mcps

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