Spectral indices

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(Several spectral indices at once using Processing Toolbox)
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* Click {{button|text=Run}}.
 
* Click {{button|text=Run}}.
 
* In the text field ''Available Radiometric Indices'' type with apostrophs:
 
* In the text field ''Available Radiometric Indices'' type with apostrophs:
{{typed|text="Vegetation:NDVI Water:NDWI2 Soil:BI2"}}
+
{{typed|text="Vegetation:NDVI Water:NDWI Soil:BI2"}}
 
[[File:Qgis_radiometric_composite.png|left|400px]]
 
[[File:Qgis_radiometric_composite.png|left|400px]]
  

Revision as of 10:46, 17 November 2020

Spectral vegetation index using Raster Calculator

  • Click the Open Data Source Manager QGIS 3.0 datasource.png and then Add raster layer QGIS 2.0 addrast.png and select the file /geodata/lucc/s2/Subset_S2A_MSIL2A_20170619T_MUL.tif.
  • Check the rank and spectral range of bands in the multiband file (e.g. see table Changing Raster Layer Style).
  • After clicking Open, the raster layer appears in the QGIS canvas.
  • Click Raster --> Raster calculator.
  • A powerful normalization is realized by the normalized difference vegetation index that forms the basis of most vegetation indices $NDVI = (Nir - Red) / (Nir + Red)$. It can be implemented using Raster Calculator as seen in the following screenshot:

Qgis raster calc ndvi.png

  • Define path and file name of the output layer. OK.
  • Map visualization: Open the raster layer properties by right-clicking the ndvi raster in the TOC selecting Properties, or by simply double clicking.
  • Select the Style tab. Under Render type select Singleband pseudocolor.
    • Open the In the pulldown menu of Color ramp by clicking on Qgis pull down.png Select All color ramps --> RdYlGn. In the Mode select Equal interval. Set the number of Classes to 10 and click Classify.
    • To finish, click Apply (see Fig. A).

Several spectral indices at once using Processing Toolbox

A convenient module for calculating one or several spectral indices at the same time can be found in the QGIS processing toolbox.

  • Type Radiometric into the search field and find the OTB --> Feature Extraction --> Radiometric Indices) tool.
  • Open it with a double click.
  • Assign the bands in the multiband file to the correct spectral sensitivity.
  • If you want to calculate a single spectral index type in the text field Available Radiometric Indices: "Vegetation:NDVI"
  • If you want to calculate several spectral indices at once and store them in a multiband file click Help to find definitions of available spectral indices in three categories (vegetation, water, soil) and relevant channels of the input multiband image.
  • Click Run.
  • In the text field Available Radiometric Indices type with apostrophs:

"Vegetation:NDVI Water:NDWI Soil:BI2"

Qgis radiometric composite.png
Figure A: False color composite RGB = 4,3,2
Figure B: Single band NDVI
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