SAR flood mapping with SNAP

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(Visualization of amplitude bands)
(Visualization of amplitude bands)
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* Unfold the product folders and Mark the Aplitude_VV bands of both products.
 
* Unfold the product folders and Mark the Aplitude_VV bands of both products.
 
* Right click '''Open 2 Image Window'''.
 
* Right click '''Open 2 Image Window'''.
* {{mitem|text=Windows --> Tile Horizontally}}. Both Amplitude bands are shown side by side geometrically linked to each other.  
+
* {{mitem|text=Windows --> Tile Horizontally}}. Both Amplitude bands are shown side by side geometrically linked to each other. Make sure the option {{mitem|text=View --> Synchronise Image View}} and  {{mitem|text=View --> Synchronise Image Cursors}}is activated).
 
[[File:snap_dual_view.png|800px]]
 
[[File:snap_dual_view.png|800px]]
  

Revision as of 13:26, 25 January 2021

In this tutorial we will use Level-1 Ground Range Detected (GRD) Sentinel-1 data downloaded from the Copernicus Open Access Hub. Download the example data from Stud.IP. It is from a study area in Nigeria near the city of Lokoja in Kogi province near the junction of the two large rivers Niger and Benue. During the westafrican monsoon April - September heavy rainfall and floods occur.

Contents

Data transfer

Download example tutorial data from Nigeria or data from your personal region of interest: two Sentinel-1 scenes one pre-event acquisition date and one post-event date: Downloading Sentinel-2 images. Select Product type GRD with VV polarization.

Esa openhub S1.png

Visualization of amplitude bands

  • Open SNAP Desktop.
  • Drag and drop the zip files of the Sentinel-1 scenes into the TOC of Product Explorer.
  • Unfold the product folders and Mark the Aplitude_VV bands of both products.
  • Right click Open 2 Image Window.
  • Windows --> Tile Horizontally. Both Amplitude bands are shown side by side geometrically linked to each other. Make sure the option View --> Synchronise Image View and View --> Synchronise Image Cursorsis activated).

Snap dual view.png

Subsetting

Open SNAP Desktop. Drag and drop the zip files of the Sentinel-1 scenes form file Explorer into the TOC of SNAP Product Explorer. We need to reduce the data volume by subsetting the large Sentinel-1 scenes.

  • Zoom out to full extent of the S1 scene.
  • Activate the Rectangle Drawing Tool Snap box drawing.png
  • Left click and drag a rectangular box in the viewer to mark a subset area.
  • Activate the selection tool Snap selection tool.png and mark the box in the viewer.
  • Right click WKT from Geometry.
  • Copy the WKT string: CTRL + C.

Snap wkt geometry.png

  • Open Tools --> GraphBuilder.
  • Click Load and browse to the graph file \geodata_lokoja\01_lokoja_subset.xml'
  • Click on the Subset tab and activate Geographic Coordinates.
  • Paste the WKT string into the text field below the world map: CTRL + V.
  • Check if the extent of the subset is displayed correctly onto the world map.
  • Click Update to apply the box coordinates.
  • Click Save.

Snap subset graph.png

  • Click the Write tab. Adjust the output directory to you local path.
  • Click Run.
  • Click the Read tab.
  • Choose the second Sentinel-1 source product from the drop down list.
  • Click Run.
  • File --> Close all products.
  • Close the GraphBuilder.

Radiometric and geometric calibration

File --> Open product. Browse to result files from previous work step with prefix Subset_ and extension _Orb.dim.

  • Open Tools --> GraphBuilder.
  • Click Load and browse to the graph file \geodata_lokoja\02_lokoja_calibration.xml'.

Snap graph calibration.png

  • Click the Write tab. Adjust the output directory to you local path.
  • Run.
  • Click the Read tab.
  • Choose the second Sentinel-1 source product with prefix Subset_ and extension _Orb.
  • Click Run.

Change composite

  • Click Load and browse to the graph file \geodata_lokoja\03_lokoja_change_composite.xml.

Snap graph composite.png

  • Click the Write tab. Adjust the output directory to you local path.
  • Run.
  • Open QGIS.
  • Data Source Manger --> Browser --> XYZ Tiles --> Google Satellite
  • Load the change compoisite file with extension _Stack.tif Data Source Manger --> Raster.
  • Adjust opacity of the change layer on top of Google Satellite. Layer Properties --> Transparency --> Global Transparency.

Snap change composite.png

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