Spectral indices

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(Spectral vegetation index using Raster Calculator)
(Several spectral indices at once using Processing Toolbox)
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* If you want to calculate a single spectral index type in the text field ''Available Radiometric Indices'': {{typed|text="Vegetation:NDVI"}}
 
* If you want to calculate a single spectral index type in the text field ''Available Radiometric Indices'': {{typed|text="Vegetation:NDVI"}}
 
* If you want to calculate several spectral indices at once and store them in a multiband file click {{button|text=Help}} to find definitions of available spectral indices in three categories (vegetation, water, soil) and relevant channels of the input multiband image.
 
* If you want to calculate several spectral indices at once and store them in a multiband file click {{button|text=Help}} to find definitions of available spectral indices in three categories (vegetation, water, soil) and relevant channels of the input multiband image.
* 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:NDWI Soil:BI2"}}
 
{{typed|text="Vegetation:NDVI Water:NDWI Soil:BI2"}}
 
[[File:Qgis_radiometric_composite.png|left|400px]]
 
[[File:Qgis_radiometric_composite.png|left|400px]]
 
+
* Click {{button|text=Run}}.
 
{| class="wikitable"
 
{| class="wikitable"
 
| style="border: 0pt" | [[file:Qgis_ndvi_pseudo.png|thumb|left|400px|'''Figure A: ''' Single band '''NDVI''' (color table = RdYlGn)]]
 
| style="border: 0pt" | [[file:Qgis_ndvi_pseudo.png|thumb|left|400px|'''Figure A: ''' Single band '''NDVI''' (color table = RdYlGn)]]

Revision as of 09:57, 27 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).
  • 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 Symbology 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. In the pulldown menu of Color ramp select Invert Color Ramp.
    • 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.
  • In the text field Available Radiometric Indices type with apostrophs:

"Vegetation:NDVI Water:NDWI Soil:BI2"

Qgis radiometric composite.png
  • Click Run.
Figure A: Single band NDVI (color table = RdYlGn)
Figure B: Spectral composite (RGB = NDVI,BI2,NDWI)
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