[GRASS-SVN] r66226 - grass/trunk/imagery/i.pca
svn_grass at osgeo.org
svn_grass at osgeo.org
Mon Sep 14 10:06:11 PDT 2015
Author: neteler
Date: 2015-09-14 10:06:11 -0700 (Mon, 14 Sep 2015)
New Revision: 66226
Added:
grass/trunk/imagery/i.pca/i_pca_result.png
Modified:
grass/trunk/imagery/i.pca/
grass/trunk/imagery/i.pca/i.pca.html
Log:
i.pca manual: screenshot added
Property changes on: grass/trunk/imagery/i.pca
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Modified: svn:ignore
- OBJ.*
+ OBJ.*
*.tmp.html
Modified: grass/trunk/imagery/i.pca/i.pca.html
===================================================================
--- grass/trunk/imagery/i.pca/i.pca.html 2015-09-14 16:37:22 UTC (rev 66225)
+++ grass/trunk/imagery/i.pca/i.pca.html 2015-09-14 17:06:11 UTC (rev 66226)
@@ -42,15 +42,16 @@
<h2>NOTES</h2>
Richards (1986) gives a good example of the application of principal
-components analysis (pca) to a time series of LANDSAT images of a burned
+components analysis (PCA) to a time series of LANDSAT images of a burned
region in Australia.
-<p>Eigenvalue and eigenvector information is stored in the output maps'
+<p>
+Eigenvalue and eigenvector information is stored in the output maps'
history files. View with <em>r.info</em>.
<h2>EXAMPLE</h2>
-Using Landsat imagery in the North Carolina sample dataset:
+PCA calculation using Landsat7 imagery in the North Carolina sample dataset:
<div class="code"><pre>
g.region raster=lsat7_2002_10 -p
@@ -65,9 +66,22 @@
PC4 32.85 ( 0.1752,-0.0191,-0.4053, 0.1593,-0.4435, 0.7632) [ 0.63%]
PC5 20.73 (-0.6170,-0.2514, 0.6059, 0.1734,-0.3235, 0.2330) [ 0.40%]
PC6 4.08 (-0.5475, 0.8021,-0.2282,-0.0607,-0.0208, 0.0252) [ 0.08%]
+
+d.mon wx0
+d.rast lsat7_2002_pca.1
+# ...
+d.rast lsat7_2002_pca.6
</pre></div>
+In this example, the first two PCAs (PCA1 and PCA2) already explain 94.31% of
+the variance in the six input channels.
+<p>
+<center>
+<img src="i_pca_result.png" alt="PCA result"><br>
+Resulting PCA maps calculated from the Landsat7 imagery (NC, USA)
+</center>
+
<h2>SEE ALSO</h2>
Richards, John A.,
@@ -75,10 +89,8 @@
Springer-Verlag, 1986.
<p>
-Vali, Ali R.,
-Personal communication,
-Space Research Center,
-University of Texas, Austin, 1990.
+Vali, Ali R., Personal communication,
+Space Research Center, University of Texas, Austin, 1990.
<p>
<em>
@@ -96,7 +108,7 @@
</em>
-<h2>AUTHOR</h2>
+<h2>AUTHORS</h2>
David Satnik, GIS Laboratory
<p>Major modifications for GRASS 4.1 were made by <br>
Added: grass/trunk/imagery/i.pca/i_pca_result.png
===================================================================
(Binary files differ)
Property changes on: grass/trunk/imagery/i.pca/i_pca_result.png
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Added: svn:mime-type
+ image/png
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