WFP-01-01-01 Sentinel-1 backscatter timeseries

As a change detection analyst I want to derive the Sigma-0 from Sentinel-1 GRD products for wetlands / water bodies, multi-temporal flood progression or regression maps (one colour per date) or soil moisture - not necessarily quantitative, more oriented to logistics applications (saturated / muddy soil) or as an input for crop classification

• Design
  • Data pipeline design
    • Parallelization Strategy
    • Data Sources
    • Tools and Libraries
      • Trigger
    • Queue
    • Pipe
      • Coordinators
• Application
  • Build the data transformation application for the Production Centre
  • Deploy the application on the Production Centre
  • Test the data transformation application
• Exploitation
  • better-wfp-00001 data pipeline results (Sentinel-1 backscatter time-series selected polarization): metadata loading and exporting (pickle file)
    • Set the data pipeline catalogue access point
    • Area of Interest
    • Time of interest
      • Create the dataframe
    • Save the metadataframe
  • better-wfp-00001 data pipeline results (Sentinel-1 backscatter time-sries selected polarization): loading from pickle file and exploiting
    • Import needed modules
    • Read picke data file
    • Credentials for ellip platform access
    • Define filter parameters
      • Time of interest
      • Area of interest (two approaches to determine VOI:)
    • Create a new dataframe with data values
      • Define auxiliary methods to create new dataframe
    • Exporting geotif
    • Download functionalities
      • Download a product
      • Bulk Download
• Operations
  • Triggers
    • Build the Queue Trigger & PIPE Trigger
      • Build Trigger Queue
      • Build Trigger PIPE:
    • Deploy the trigger on the Production Centre
      • Deploy Trigger-Queue on Production Centre
      • Deploy Trigger-Pipe on Production Centre
    • Test the trigger in pipe mode
  • Coordinators
    • Coordinator - better-wfp-00001 queue
      • Data selection parameters
      • Coordinator parameters
      • Common Parameters
      • Visual check on the AOI
      • Check data transformation application
      • Check trigger coordinator
      • Feed the queue
        • Define the input parameters
        • Submit the coordinator request
    • Coordinator - better-wfp-00001 pipe
      • Queue selection parameters
      • Coordinator parameters
      • Common Parameters
      • Check data transformation application
      • Check trigger coordinator
      • Process the queue
        • Submit the coordinator request
  • Configuration