This sections lists various operations you can do with raster layers.
A raster layer consists of one or more raster bands — it is referred to as either single band or multi band raster. One band represents a matrix of values. Usual color image (e.g. aerial photo) is a raster consisting of red, blue and green band. Single band layers typically represent either continuous variables (e.g. elevation) or discrete variables (e.g. land use). In some cases, a raster layer comes with a palette and raster values refer to colors stored in the palette:
rlayer.width(), rlayer.height()
(812, 301)
rlayer.extent()
<qgis._core.QgsRectangle object at 0x000000000F8A2048>
rlayer.extent().toString()
u'12.095833,48.552777 : 18.863888,51.056944'
rlayer.rasterType()
2 # 0 = GrayOrUndefined (single band), 1 = Palette (single band), 2 = Multiband
rlayer.bandCount()
3
rlayer.metadata()
u'<p class="glossy">Driver:</p>...'
rlayer.hasPyramids()
False
When a raster layer is loaded, it gets a default drawing style based on its type. It can be altered either in raster layer properties or programmatically. The following drawing styles exist:
| Index | Constant: QgsRasterLater.X | Comment |
|---|---|---|
| 1 | SingleBandGray | Single band image drawn as a range of gray colors |
| 2 | SingleBandPseudoColor | Single band image drawn using a pseudocolor algorithm |
| 3 | PalettedColor | “Palette” image drawn using color table |
| 4 | PalettedSingleBandGray | “Palette” layer drawn in gray scale |
| 5 | PalettedSingleBandPseudoColor | “Palette” layer drawn using a pseudocolor algorithm |
| 7 | MultiBandSingleBandGray | Layer containing 2 or more bands, but a single band drawn as a range of gray colors |
| 8 | MultiBandSingleBandPseudoColor | Layer containing 2 or more bands, but a single band drawn using a pseudocolor algorithm |
| 9 | MultiBandColor | Layer containing 2 or more bands, mapped to RGB color space. |
To query the current drawing style:
rlayer.renderer().type()
u'singlebandpseudocolor'
Single band raster layers can be drawn either in gray colors (low values = black, high values = white) or with a pseudocolor algorithm that assigns colors for values from the single band. Single band rasters with a palette can be additionally drawn using their palette. Multiband layers are typically drawn by mapping the bands to RGB colors. Other possibility is to use just one band for gray or pseudocolor drawing.
The following sections explain how to query and modify the layer drawing style. After doing the changes, you might want to force update of map canvas, see Refreshing Layers.
They are rendered in gray colors by default. To change the drawing style to pseudocolor:
# Check the renderer
rlayer.renderer().type()
u'singlebandgray'
rlayer.setDrawingStyle("SingleBandPseudoColor")
# The renderer is now changed
rlayer.renderer().type()
u'singlebandpseudocolor'
# Set a color ramp hader function
shader_func = QgsColorRampShader()
rlayer.renderer().shader().setRasterShaderFunction(shader_func)
The PseudoColorShader is a basic shader that highlights low values in blue and high values in red. There is also ColorRampShader which maps the colors as specified by its color map. It has three modes of interpolation of values:
To set an interpolated color ramp shader ranging from green to yellow color (for pixel values from 0 to 255):
rlayer.renderer().shader().setRasterShaderFunction(QgsColorRampShader())
lst = [QgsColorRampShader.ColorRampItem(0, QColor(0, 255, 0)), \
QgsColorRampShader.ColorRampItem(255, QColor(255, 255 ,0))]
fcn = rlayer.renderer().shader().rasterShaderFunction()
fcn.setColorRampType(QgsColorRampShader.INTERPOLATED)
fcn.setColorRampItemList(lst)
To return back to default gray levels, use:
rlayer.setDrawingStyle('SingleBandGray')
By default, QGIS maps the first three bands to red, green and blue values to create a color image (this is the MultiBandColor drawing style. In some cases you might want to override these setting. The following code interchanges red band (1) and green band (2):
rlayer.setDrawingStyle('MultiBandColor')
rlayer.renderer().setGreenBand(1)
rlayer.setRedBand(2)
If you do change layer symbology and would like ensure that the changes are immediately visible to the user, call these methods
if hasattr(layer, "setCacheImage"):
layer.setCacheImage(None)
layer.triggerRepaint()
The first call will ensure that the cached image of rendered layer is erased in case render caching is turned on. This functionality is available from QGIS 1.4, in previous versions this function does not exist — to make sure that the code works with all versions of QGIS, we first check whether the method exists.
The second call emits signal that will force any map canvas containing the layer to issue a refresh.
With WMS raster layers, these commands do not work. In this case, you have to do it explicitly
layer.dataProvider().reloadData()
layer.triggerRepaint()
In case you have changed layer symbology (see sections about raster and vector layers on how to do that), you might want to force QGIS to update the layer symbology in the layer list (legend) widget. This can be done as follows (iface is an instance of QgisInterface)
iface.legendInterface().refreshLayerSymbology(layer)
To do a query on value of bands of raster layer at some specified point
ident = rlayer.dataProvider().identify(QgsPoint(15.30, 40.98), \
QgsRaster.IdentifyFormatValue)
if ident.isValid():
print ident.results()
The results method in this case returns a dictionary, with band indices as keys, and band values as values.
{1: 17, 2: 220}