SATCEN-01-01-01 Sentinel-2 Vegetation and Water Thematic Index

As a change detection analyst, I want to to investigate the possibility of producing accurate indexes maps of interest for the Geospatial Intellingence domain producing multitemporal Stack of Thematic Index Maps based on Sentinel 2 data.

• 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 on Production Centre
    • Check if selected product still have intersection with the aoi_wkt
• Exploitation
  • better-satcen-00001 data pipeline results (Sentinel-2 Vegetation and Water themtic index) : 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-satcen-00001 data pipeline results (Sentinel-2 Vegetation and Water themtic index) : 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
    • Create a new dataframe with data values
      • Define auxiliary methods to create new dataframe
    • Plotting data and exporting geotif
      • Plot data
      • Export a Geotiff
    • Download functionalities
      • Download a product
      • Bulk Download
• Operations
  • Triggers
    • Build the Trigger
      • Build Trigger Queue
    • Deploy the trigger (and its Coordinator) on the Production Centre
      • Deploy Trigger-queue
        • Deploy Trigger-Pipe on Production Centre
    • Test feeding the queue (on Production Centre)
    • Test a data stream entry
    • Test the trigger in pipe mode
  • Coordinators
    • Coordinator - better-SATCEN-00001 queue
      • Data selection parameters
      • Coordinator parameters
      • Common Parameters
      • Check data transformation application
      • Check trigger coordinator
      • Feed the queue
        • Define the input parameters
        • Submit the coordinator request
    • Coordinator - better-SATCEN-00001 pipe
      • Queue selection parameters
      • Coordinator parameters
      • Common Parameters
      • Check data transformation application
      • Check trigger coordinator
      • Process the queue
        • Submit the coordinator request
  • configuration.ipynb