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<div class="moz-cite-prefix">On 31/05/2024 12:48,
<a class="moz-txt-link-abbreviated" href="mailto:sibylle.stoeckli@gmx.ch">sibylle.stoeckli@gmx.ch</a> wrote:<br>
</div>
<blockquote type="cite"
cite="mid:027901dab33f$b50de830$1f29b890$@gmx.ch">
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<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US">Dear
Micha<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US">Thanks
a lot interesting idea: Unfortunately I got a parse error.
However the error/challenge is bevore selecting a specific
region or site. I was able to plot one boxplot using a
different code.<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US">The
challenge is that I use this code here to make
“Quadrate/Squares” out of the vector layer
“Untersuchungsquadrate”, because in r.boxplot you have input
raster and zonal raster. Exactly in this code you make the
assignment by defining attribute_column. I used both cat and
ID_Quadrate, but it seems that my rasterized file “Quadrate”
is not yet the one I need.<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
</div>
</blockquote>
<p>Can you post the output of: <font size="5" face="monospace">v.info
-c Untersuchungsquadrate_2020_2024</font><font size="5"> </font>
? (Just to verify the ID_Quadrate column)</p>
<p><br>
</p>
<blockquote type="cite"
cite="mid:027901dab33f$b50de830$1f29b890$@gmx.ch">
<div class="WordSection1">
<p class="MsoNormal"><a
href="https://ecodiv.earth/post/drawing-boxplots-of-raster-values/"
moz-do-not-send="true">Ecodiv.earth - Boxplots based on
raster data in GRASS GIS</a><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal">v.to.rast
input=Untersuchungsquadrate_2020_2024@PERMANENT
output=Quadrate use=attr attribute_column=cat
label_column="ID_Quadrat"<span
style="font-family:"Calibri",sans-serif;color:windowtext"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
</div>
</blockquote>
<p><br>
</p>
<p>OK, after this command you should have a new raster "Quadrate"
with pixel values taken from the cat values of the vector. (Why
cat and not the ID_Quadrate?)</p>
<p><br>
</p>
<blockquote type="cite"
cite="mid:027901dab33f$b50de830$1f29b890$@gmx.ch">
<div class="WordSection1">
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p> </o:p></span></p>
<p class="MsoNormal"><img style="width:6.5729in;height:6.8958in"
id="_x0000_i1031"
src="cid:part1.X4Vxj11h.iMPYZ1y5@gmail.com" class=""
width="631" height="662" border="0"></p>
</div>
</blockquote>
<p><br>
</p>
<p>In the r.mapcalc expression:</p>
<p>1- The full expression needs to be in double quotes, </p>
<p>2- You need to use an existing **raster** map. Not the vector
attribute values.</p>
<p>i.e.</p>
<p><font size="5" face="monospace">r.mapcalc "MASK = if(Quadrate ==
803174), 1, NULL())"</font><br>
</p>
<p><br>
</p>
<p>But, as you can see below (since you used the
Untersuchungsquadrate_2020_2024 <b>cat</b> values (instead of the
<b>ID_Quadrate </b>attrib), the raster values vary from 1 to 179.
No value 803174...</p>
<p><br>
</p>
<p>I'd suggest to go back to using ID_Quadrate as attribute_column
in your <font size="5" face="monospace">v.to.rast </font>. Then
try the r.mapcalc expression to get the mask defined. (Don't
forget to remove the mask after: r.mask -r)<br>
</p>
<p><br>
</p>
<p>HTH</p>
<p><br>
</p>
<blockquote type="cite"
cite="mid:027901dab33f$b50de830$1f29b890$@gmx.ch">
<div class="WordSection1">
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><img style="width:6.4895in;height:6.0729in"
id="Picture_x0020_7"
src="cid:part2.4GDm36RT.u8yWn9iX@gmail.com" class=""
width="623" height="583" border="0"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<div>
<div
style="border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0cm 0cm 0cm">
<p class="MsoNormal"><b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext">From:</span></b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext">
Micha Silver <a class="moz-txt-link-rfc2396E" href="mailto:tsvibar@gmail.com"><tsvibar@gmail.com></a> <br>
<b>Sent:</b> Friday, May 31, 2024 11:09 AM<br>
<b>To:</b> <a class="moz-txt-link-abbreviated" href="mailto:sibylle.stoeckli@gmx.ch">sibylle.stoeckli@gmx.ch</a>;
<a class="moz-txt-link-abbreviated" href="mailto:grass-user@lists.osgeo.org">grass-user@lists.osgeo.org</a><br>
<b>Subject:</b> Re: [GRASS-user] raster boxplots wrong
assignment<o:p></o:p></span></p>
</div>
</div>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">Hi Sibylle:</span><o:p></o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">I'm not sure
I fully understand the problem. If the below example is not
relevant, just ignore...</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">I did a
simple test using the nc_spm_08 location. The PERMANENT
mapset includes an elevation raster 'elev_srtm_30m' and a
categorical landcover raster 'landclass96'. I used the
landcover raster as zones, and elevation for the values in
the boxplots.</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">g.region
-ap rast=elev_srtm_30m</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">#
All landcover zones</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">r.boxplot
input=elev_srtm_30m zones=landclass96
raster_statistics=median output=~/work/tmp/boxplot.png --o</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">#
See attached boxplot image</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">#
Now limit to only one zone, the forests, class 5 in this
raster:</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">r.mapcalc
"MASK = if(landclass96 == 5, 1, null())"</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">r.boxplot
input=elev_srtm_30m zones=landclass96
raster_statistics=median
output=~/work/tmp/boxplot_forest.png</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">#
See attached boxplot_forest</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:18.0pt;font-family:"Courier New";color:black;background:white">r.mask
-r</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><span style="font-size:13.5pt">Hope this is
somehow helpful.</span><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<div>
<p class="MsoNormal">On 31/05/2024 10:35, sibylle via
grass-user wrote:<o:p></o:p></p>
</div>
<blockquote style="margin-top:5.0pt;margin-bottom:5.0pt">
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Dear
community</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">I
tested the r.boxplot addon and it is definitively possible
to run the addon with more than 20
classes/regions/sites/squares.</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Furthermore
I realised the reason for the wrong assignment of class to
raster, but I am not yet able to fix it.</span><o:p></o:p></p>
<ol style="margin-top:0cm" type="1" start="1">
<li class="MsoListParagraph"
style="margin-left:0cm;mso-list:l0 level1 lfo3"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">The
challenge is, that (at the moment) I have raster data
for one class (one square), but in total I have 150
squares. So at the moment it just selects the first
square (either by cat oder ID_Quadrat).</span><o:p></o:p></li>
<li class="MsoListParagraph"
style="margin-left:0cm;mso-list:l0 level1 lfo3"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">It
seems however, if I have raster data for all squares,
r.boxplot is working fine.</span><o:p></o:p></li>
<li class="MsoListParagraph"
style="margin-left:0cm;mso-list:l0 level1 lfo3"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">My
question: Is it possible to assign raster data for one
individual class/squares, of you have missing data for
other classes/squares?</span><o:p></o:p></li>
</ol>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Kind
regards</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Sibylle</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">First
using this code here:</span><o:p></o:p></p>
<p class="MsoNormal">v.to.rast
input=Untersuchungsquadrate_2020_2024@PERMANENT
output=Quadrate use=attr <span
style="background:yellow;mso-highlight:yellow">attribute_column="ID_Quadrat"</span>
label_column="ID_Quadrat"<o:p></o:p></p>
<p class="MsoNormal"><span lang="DE-CH">r.boxplot -o
input=U803174_abgeschnitten zones=Quadrate
bx_sort=ascending raster_statistics=median</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"
lang="DE-CH"> </span><o:p></o:p></p>
<p class="MsoNormal"><img
style="width:8.2812in;height:3.7083in"
id="Picture_x0020_5"
src="cid:part3.5hfGl2ex.pmJoG7oT@gmail.com" class=""
width="795" height="356" border="0"><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Second
using this code here:</span><o:p></o:p></p>
<p class="MsoNormal">v.to.rast
input=Untersuchungsquadrate_2020_2024@PERMANENT
output=Quadrate use=attr <span
style="background:yellow;mso-highlight:yellow">attribute_column=cat</span>
label_column="ID_Quadrat"<o:p></o:p></p>
<p class="MsoNormal"><span lang="DE-CH">r.boxplot -o
input=U803174_abgeschnitten zones=Quadrate
bx_sort=ascending raster_statistics=median</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"
lang="DE-CH"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"
lang="DE-CH"> </span><o:p></o:p></p>
<p class="MsoNormal"><img
style="width:10.375in;height:4.8854in"
id="Picture_x0020_6"
src="cid:part4.0PEKSRqQ.fOm9OeMV@gmail.com" class=""
width="996" height="469" border="0"><o:p></o:p></p>
<div>
<div
style="border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0cm 0cm 0cm">
<p class="MsoNormal"><b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif">From:</span></b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif"> <a
href="mailto:sibylle.stoeckli@gmx.ch"
moz-do-not-send="true" class="moz-txt-link-freetext">sibylle.stoeckli@gmx.ch</a>
<a href="mailto:sibylle.stoeckli@gmx.ch"
moz-do-not-send="true"><sibylle.stoeckli@gmx.ch></a>
<br>
<b>Sent:</b> Thursday, May 30, 2024 9:27 AM<br>
<b>To:</b> '<a
href="mailto:grass-user@lists.osgeo.org"
moz-do-not-send="true" class="moz-txt-link-freetext">grass-user@lists.osgeo.org</a>'
<a href="mailto:grass-user@lists.osgeo.org"
moz-do-not-send="true"><grass-user@lists.osgeo.org></a><br>
<b>Subject:</b> RE: raster boxplots wrong assignment</span><o:p></o:p></p>
</div>
</div>
<p class="MsoNormal"> <o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Dear
community</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">I
am still wondering, if the r.boxplot addon is working with
just a limited number of areass/sites/regions?</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Kind
regards</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US">Sibylle</span><o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"> </span><o:p></o:p></p>
<div>
<div
style="border:none;border-top:solid #E1E1E1 1.0pt;padding:3.0pt 0cm 0cm 0cm">
<p class="MsoNormal"><b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif">From:</span></b><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif"> <a
href="mailto:sibylle.stoeckli@gmx.ch"
moz-do-not-send="true" class="moz-txt-link-freetext">sibylle.stoeckli@gmx.ch</a>
<<a href="mailto:sibylle.stoeckli@gmx.ch"
moz-do-not-send="true" class="moz-txt-link-freetext">sibylle.stoeckli@gmx.ch</a>>
<br>
<b>Sent:</b> Saturday, May 25, 2024 3:48 PM<br>
<b>To:</b> '<a
href="mailto:grass-user@lists.osgeo.org"
moz-do-not-send="true" class="moz-txt-link-freetext">grass-user@lists.osgeo.org</a>'
<<a href="mailto:grass-user@lists.osgeo.org"
moz-do-not-send="true" class="moz-txt-link-freetext">grass-user@lists.osgeo.org</a>><br>
<b>Subject:</b> raster boxplots wrong assignment</span><o:p></o:p></p>
</div>
</div>
<p class="MsoNormal"> <o:p></o:p></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH">Dear community</span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH"> </span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">I
would like to plot boxplots from a raster _<i>pres_apple_spring</i>_merged
for different 1 km2 squares (38 squares, Fig. 1, layer
“Untersuchungsquadrate”). I was using the same code as
used before for 12 regions:<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><a
href="https://ecodiv.earth/post/drawing-boxplots-of-raster-values/"
moz-do-not-send="true" class="moz-txt-link-freetext">https://ecodiv.earth/post/drawing-boxplots-of-raster-values/</a>
(Author Paulo van Breugel). All layers have the same
projection (EPSG:2056, CH1903+/LV95). However, when
loading the layer squares (Untersuchungsquadrate) GRASS
GIS was asking for reprojection.<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"> <o:p></o:p></span></p>
<ol style="margin-top:0cm" type="1" start="1">
<li class="MsoPlainText" style="mso-list:l3 level1 lfo6">I
got now a warning message, that I have a lot of
categories, however, the modelling time was fast (Fig 2)<o:p></o:p></li>
<li class="MsoPlainText" style="mso-list:l3 level1 lfo6">The
error is now, that the boxplot is not showing all squares
(e.g. ID_Quadrat 803174) and the boxplots are assigned to
the wrong square (ID_Quadrat) (Fig. 3)<o:p></o:p></li>
</ol>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Kind
regards<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Sibylle
Stöckli<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Fig.
1<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"><img
style="width:6.9166in;height:3.625in"
id="Picture_x0020_1"
src="cid:part5.SGh3nyNx.e1lYry31@gmail.com" class=""
width="664" height="348" border="0"></span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US">Fig.
2<o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"> <o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"><img
style="width:7.0416in;height:3.5in" id="Picture_x0020_3"
src="cid:part6.ksW2hwi3.8gzyYP60@gmail.com" class=""
width="676" height="336" border="0"></span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH"> </span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH">Figure 3</span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH"> </span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-fareast-language:EN-US"><img
style="width:9.6354in;height:2.8645in"
id="Picture_x0020_2"
src="cid:part7.KDxWpNJU.1e9ro14J@gmail.com" class=""
width="925" height="275" border="0"></span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH"> </span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"
lang="DE-CH"> </span><span
style="font-size:11.0pt;font-family:"Calibri",sans-serif;mso-ligatures:standardcontextual;mso-fareast-language:EN-US"><o:p></o:p></span></p>
<p class="MsoNormal"><br>
<br>
<o:p></o:p></p>
<pre>_______________________________________________<o:p></o:p></pre>
<pre>grass-user mailing list<o:p></o:p></pre>
<pre><a href="mailto:grass-user@lists.osgeo.org"
moz-do-not-send="true" class="moz-txt-link-freetext">grass-user@lists.osgeo.org</a><o:p></o:p></pre>
<pre><a
href="https://lists.osgeo.org/mailman/listinfo/grass-user"
moz-do-not-send="true" class="moz-txt-link-freetext">https://lists.osgeo.org/mailman/listinfo/grass-user</a><o:p></o:p></pre>
</blockquote>
<pre>-- <o:p></o:p></pre>
<pre>Micha Silver<o:p></o:p></pre>
<pre>Ben Gurion Univ.<o:p></o:p></pre>
<pre>Sde Boker, Remote Sensing Lab<o:p></o:p></pre>
<pre>cell: +972-523-665918<o:p></o:p></pre>
</div>
</blockquote>
<pre class="moz-signature" cols="72">--
Micha Silver
Ben Gurion Univ.
Sde Boker, Remote Sensing Lab
cell: +972-523-665918</pre>
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