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Develop pipeline for processing ARC2 data #172

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hannahker opened this issue Sep 7, 2021 · 1 comment
Open

Develop pipeline for processing ARC2 data #172

hannahker opened this issue Sep 7, 2021 · 1 comment

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@hannahker
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For monitoring the observational dry spell trigger in Malawi during Jan/Feb 2022, we need to put in place a pipeline that roughly:

  • Pulls the latest ARC2 data
  • Calculates the daily mean precipitation by admin 2 regions
  • Determines if the cumulative mean precipitation value from the last 14 days is <=2mm
  • Sends an alert in case the above condition is met and we can say that a dry spell has occurred

We should probably make the timing of this a bit more sophisticated so that we don't have to monitor every day. So for example, maybe daily monitoring is only activated when the previous 7-10 days have <=2mm cumulative rain.

This notebook contains code to do much of this already that could be refactored.

@hannahker
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Thinking along these lines for the overall procedure:

MWI Dry Spell Monitoring

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