Radiometric calibration with SNAP

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Revision as of 11:27, 23 November 2020 by Hfuchs (Talk | contribs)

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Prerequisites

  • Sentinel-2 SEN2COR280 Processor plugin is already installed in SNAP (see Installation of SNAP)
  • If your region of interest (ROI) is located in mountainous terrain a topographic illumination correction is recommended which requires a digital terrain model. The automated download link in SNAP has recently changed. Therefore, please manually download SRTM tiles covering the ROI from this CGIAR homepage. Unzip the GeoTIFF files in a folder.
  • Download a Sentinel-2 Level 1C tile from ESA's Copernicus Open Access Hub web service as a compressed zip file: Downloading Sentinel-2 images.

Start atmospheric correction

  • Start SNAP Desktop.
  • File --> Open Product.... Browse to the zip archive or drag and drop the file from the Windows file explorer into the SNAP tab Product Explorer.
  • Optical --> Thematic Land Processing --> Sen2Cor Processor --> Sen2Cor 280
  • Specify the Processing Parameters as shown in the screenshot below. Details can befound in the Sen2cor manual.

Check Display execution report on.

A first run will be made with 60m pixel resolution. Computation time dependes mainly on the number of available CPUs and RAM on your local machine. You need at least 4GB RAM and 1 thread for 1 Sentinel-2 tile. Increase the NB threads accordingly to speed up parallel processing.

Set Cirrus correction: TRUE.

Topographic normalization is activated with DEM terrain correction: TRUE. For DEM directory specify the folder where dem files were downloaded and unzipped.

Snap sen2cor params.png

  • Compare the Level-2A Output Product with the Input Level-1C Product.
  • Mark the Input Level-1C product name in Product Explorer. Right Click Open RGB Image Window --> Sentinel-2 MSI Natural Colors. OK.
  • Mark the Input Level-2A Output Product in Product Explorer. Right Click Open RGB Image Window --> Sentinel-2 MSI Natural Colors. OK.
  • Window --> Tile horizontally
  • Check View --> Synchronize Image Cursors and View --> Synchronize Image Views. Activate a map view by clicking into the canvas. Zoom and Pan.
  • Activate the map view by clicking into the canvas of the Output Product. Click Mask Manager tab on the right.
  • Check the mask layers scl_cloud_shadow, scl_cloud_medium_proba, scl_cloud_high_proba, scl_thin_cirrus in the Mask Manager.

Snap mask overlay2.png

  • For a second run choose in Processing Parameters: Spatial Resolution: All (m). This time all bands are processed with 10m and 20m pixel size. Be patient, processing takes some time ...
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