WFP-01-03-01 COPERNICUS Vegetation Indicators - Aggregations

As a change detection analyst, I want to generate anomalies indices of aggregations compared to a reference period, e.g. NDVI anomaly compared to previous year or multi-year average.

• Design
  • Data pipeline design
    • Description
    • Data Sources
    • Tools and Libraries
      • Trigger
    • Queue
• Application
  • WFP-01-03-01 Build the data transformation application for the Production Centre - COPERNICUS Vegetation Indicators - Aggregations and Anomalies
  • WFP-01-03-01 Deploy the application on the Production Centre - COPERNICUS Vegetation Indicators - Aggregations and Anomalies
  • WFP-01-03-01 Data transformation application - COPERNICUS Vegetation Indicators - Aggregations and Anomalies
• Exploitation
  • better-wfp-00006 data pipeline results (COPERNICUS Vegetation Indicators Aggregations): 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-00006 data pipeline results (COPERNICUS Vegetation Indicators Aggregations): 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
      • Build Trigger Queue
    • Deploy the trigger on the Production Centre
      • Deploy Trigger-Queue on Production Centre
      • Deploy Trigger-Pipe on Production Centre
    • Test feeding the queue
  • Coordinators
    • Coordinator queue
      • Application parameters
      • Coordinator parameters
      • Common Parameters
      • Check data transformation application
      • Check trigger coordinator
      • Feed the queue
        • Define the input parameters
        • Submit the coordinator request
    • Coordinator pipe
      • Queue selection parameters
      • Coordinator parameters
      • Common Parameters
      • Check data transformation application
      • Check trigger coordinator
      • Process the queue
        • Submit the coordinator request