[Chimera-users] Electrostatic Potential
Fernando Villa
fer.vdl1928 at gmail.com
Thu Jan 2 21:22:32 PST 2020
Dear Elaine.
Thank you very much, I really appreciate it.
I am confused with some data.
A few months ago Tom Goddard sent me a phyton code to get the vertex
coordinates and the values in Reply log:
In Windows:
chimera /share/SurfaceColor/__init__.py
or on Mac in:
Chimera.app/Contents/Resources/share/SurfaceColor/__init__.py
in the volume_values () routine change
def volume_values (self, surface_piece):
p = surface_piece
xf = p.model.openState.xform
v = p.geometry [0]
n = p.normals
return self.offset_values (v, n, xf)
to
def volume_values (self, surface_piece):
p = surface_piece
xf = p.model.openState.xform
v = p.geometry [0]
n = p.normals
values, outside = self.offset_values (v, n, xf)
print '\ n'.join ('%. 5g% .5g% .5g% .5g '% (x, y, z, val) for (x, y, z),
val in zip (v, values))
return values, outside
To obtain the output vertex coordinates and potential values:
Commands:
open 1avx
display
~ longbond
split
delete solvent
surf # 0.1
Tools> Surface/Binding analysis>Coulombic surface coloring
> Check the box compute
grid
> Apply
>Surface color>Click color
= All values Appear in reply log (attached file: 001_xyz-val_ESP.txt)
[image: imagen.png]
I suppose that the first three numbers are the vertex coordinates and the
last value is the ESP Coulombic (Kcal / mol.e).
Value at mouse position:
> Surface color> Options
> Check the box Report value at mouse position
> Click color:
[image: imagen.png]
All the electrostatic potential values appear by Coulombic [Kcal / (mol.e)]
at the mouse position, I suppose they are the same values shown in replylog
= file 001_xyz-val_ENG.txt.
However, when I open the surfval.py script
Command:
surfvalues # 0.1 # 1 ~/Desktop /002_xyz-val_script-val_ENG.txt
A file is saved (attached file: 002_xyz-val_script-val_ESP.txt) with the
same vertex coordinates. The ESP values in Kcal/(mol.e) are different from
001_xyz-val_ESP.txt.
[image: imagen.png]
Besides, if I save the values from Volume viewer:
Volume viewer> Tools> Values at atom position
> Click Histogram> Render / Select by attribute
> File> Save attribute> Click box “Restrict save to current selection, if
any”> File name: 003_ at val_ENG.txt> Save (attached file: 003_ at val_ENG.txt)
The ESP values --> Kcal/(mol.e)
My question is:
The files 001_xyz-val_ESP.txt, 002_xyz-val_script-val_ENP.txt,
003_ at val_ESP.txt, and the values at mouse position have units in
Kcal/(mol.e)?
If I'm wrong, let me know please.
Regards.
Fer.
El lun., 30 de dic. de 2019 a la(s) 11:56, Elaine Meng (meng at cgl.ucsf.edu)
escribió:
> Hi Fernando,
> You already calculated the values of Coulombic ESP on the interface: it is
> displayed. However, I guess you mean that you want to write the values
> that you have already shown with coloring to some file. There is a
> “surfval.py” python script in the Chimera scripts page that is supposed to
> do that, although it may be the whole surface (not just the interface), see:
> <http://www.cgl.ucsf.edu/trac/chimera/wiki/Scripts>
>
> The Coulombic Surface Coloring tool (and command) also has an option to
> open the grid of Coulombic ESP values as as separate model. This grid is
> what is interpolated to get the values for surface coloring. This separate
> grid model can be saved using the Volume Viewer tool’s File menu.
> <
> http://www.rbvi.ucsf.edu/chimera/docs/ContributedSoftware/coulombic/coulombic.html
> >
> <
> http://www.rbvi.ucsf.edu/chimera/docs/ContributedSoftware/coulombic/coulombic.html#volume
> >
> <http://www.rbvi.ucsf.edu/chimera/docs/UsersGuide/midas/coulombic.html>
>
> Getting polar/nonpolar surface area is the same question you asked in
> September. Here were the responses:
> <
> http://www.cgl.ucsf.edu/pipermail/chimera-users/2019-September/016139.html
> >
> <
> http://www.cgl.ucsf.edu/pipermail/chimera-users/2019-September/016159.html
> >
>
> I hope this helps,
> Elaine
> -----
> Elaine C. Meng, Ph.D.
> UCSF Chimera(X) team
> Department of Pharmaceutical Chemistry
> University of California, San Francisco
>
> > On Dec 30, 2019, at 9:35 AM, Fernando Villa <fer.vdl1928 at gmail.com>
> wrote:
> >
> > Hi all Chimera users,
> >
> >
> > I would like to know how to calculate the values of Coulombic ESP on the
> interface between two proteins:
> >
> >
> > At the moment I have done the following:
> >
> > *UCSF Chimera version 1.14
> >
> > Commands:
> >
> > open 1avx
> > display
> > ~longbond
> > split
> > delete solvent
> > surf #0.1
> >
> > Tools>Surface/Binding analysis>Coulombic surface coloring
> > >Check the box compute grid
> > >Apply
> > >Surface color>Options
> > >Check the box Report value at mouse position
> > >Click color:
> >
> > All the electrostatic potential values appear by Coulombic Kcal/(Mol.e)
> at the mouse position:
> >
> > <imagen.png>
> >
> >
> > Commands:
> > ~surface #0.1
> > measure buriedArea #0.1 #0.2
> > select #0.1@/buriedSASArea> 1
> > surf sel
> >
> >
> > Volume viewer>Tools>Values at atom position>Click Histogram
> >
> >
> > <imagen.png>
> >
> >
> >
> > Is there a way to save all the ESP Coulombic values in the selected
> interface surface in a file?
> >
> > Is it possible to calculate the polar and non-polar surface area in the
> interface?
> >
> > Regards,
> >
> > Fer.
> >
> >
> >
> >
> >
> >
> > El lun., 16 de sep. de 2019 a la(s) 17:39, Tom Goddard (
> goddard at sonic.net) escribió:
> > Hi Fernando,
> >
> > I don't understand what you need vertex coordinates for. But you
> could put a print statement into the Chimera Python code that does surface
> coloring to output vertex coordinates and potential values. This would be
> in file
> >
> > chimera/share/SurfaceColor/__init__.py
> >
> > or on Mac in
> >
> > Chimera.app/Contents/Resources/share/SurfaceColor/__init__.py
> >
> > in the volume_values() routine change
> >
> > def volume_values(self, surface_piece):
> >
> > p = surface_piece
> > xf = p.model.openState.xform
> > v = p.geometry[0]
> > n = p.normals
> > return self.offset_values(v, n, xf)
> >
> > to
> >
> > def volume_values(self, surface_piece):
> >
> > p = surface_piece
> > xf = p.model.openState.xform
> > v = p.geometry[0]
> > n = p.normals
> > values, outside = self.offset_values(v, n, xf)
> > print '\n'.join('%.5g %.5g %.5g %.5g' % (x, y, z, val) for
> (x,y,z), val in zip(v, values))
> > return values, outside
> >
> > Use the Surface Color tool and the vertices and values will be printed
> to the reply log.
> >
> > Tom
> >
> >
> >> On Sep 16, 2019, at 1:20 PM, Fernando Villa <fer.vdl1928 at gmail.com>
> wrote:
> >>
> >> Dear Tom and Chimera users,
> >>
> >> In ChimeraX or Chimera, is it possible to calculate the number of
> vertices and their respective total charges?
> >>
> >> I calculated the electrostatic potential surface (Coulombic) with
> another program, it gave me the following results (attached in this email)
> and I calculated the area in red and blue, above and below a threshold = 0.
> >>
> >> Unfortunately, these results do not help me, because I need to obtain
> an electrostatics calculations from Adaptive Poisson-Boltzmann Solver
> (Calculations that I have already made for study proteins with PDB2PQR and
> APBS, in interface with Chimera: .pqr and .dx files and emulated in Chimera
> X)
> >>
> >> e.g.
> >> <image.png>
> >>
> >> Now my question is:
> >> Can I obtain these results of vertices and charges in a file from
> Chimera or Chimera X (possibly .cvs, .txt, etc.), so that I can make the
> corresponding calculations?
> >>
> >> I would greatly appreciate your help
> >>
> >> best regards,
> >>
> >> Fer
> >>
> >>
> >>
> >> El lun., 16 de sep. de 2019 a la(s) 13:03, Tom Goddard (
> goddard at sonic.net) escribió:
> >> Hi Fernando,
> >>
> >> Instead of thinking about the coloring, it would be clearer to ask
> how much surface area has electrostatic potential value >= 5. Chimera does
> not have any code to compute that, although it is something we could add to
> ChimeraX.
> >>
> >> Tom
> >>
> >>
> >>> On Sep 11, 2019, at 7:27 PM, Fernando Villa <fer.vdl1928 at gmail.com>
> wrote:
> >>>
> >>> Dear all Chimera users
> >>>
> >>> In UCSF ChimeraX version 0.91 (2019-08-30)
> >>> I opened a .pqr file (generated with pdb2pqr in Chimera 1.14) and
> then I opened a .dx file (generated with APBS in Chimera 1.14)
> >>>
> >>> Then I input the commands:
> >>>
> >>> >surface
> >>> >color electrostatic #1 map #2 palette -10,red:0,white:10,blue
> >>>
> >>> <image.png>
> >>> Is it possible to calculate the red and blue area in Å2 of the
> molecule?
> >>>
> >>> Best regards,
> >>>
> >>> Fernando
> >>>
> >>>
> >>> ATTE
> >>> Fernando Villa Díaz
> >>>
>
>
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attribute: value_Coulombic_ESP
recipient: atoms
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-------------- next part --------------
#0, chain A: PPT
#0, chain B: STI
1avx opened
Split 1avx (#0) into 2 models#0.2, chain B: STI
#0.1, chain A: PPT
C:\Program Files\Chimera 2019-07-16\bin\mscalc.exe 1.400000 2.000000 1
MSMSLIB 1.3 started on Local PC
Copyright M.F. Sanner (March 2000)
Compilation flags
Surface 1avx A, category main, probe radius 1.4, vertex density 2
13 connected surface components
Total solvent excluded surface area = 8999.43
component areas = 8108.46, 191.705, 109.642, 91.7798, 82.9376, 77.5909, 68.2281, 61.937, 55.4858, 45.9686, 45.5388, 35.0326, 25.1203
Total solvent accessible surface area = 9332.34
component areas = 9196.23, 56.4753, 20.3728, 14.9576, 11.9199, 10.4101, 6.69515, 6.0788, 4.48781, 2.26307, 2.01498, 0.434782, 0.00137065
No SEQRES records for combination (#-2147483648.-2147483648) chain A; guessing terminii instead
Chain-initial residues that are actual N terminii: #-2147483648.-2147483648 ILE 16.A
Chain-initial residues that are not actual N terminii:
Chain-final residues that are actual C terminii: #-2147483648.-2147483648 ASN 245.A
Chain-final residues that are not actual C terminii:
159 hydrogen bonds
Hydrogens added
Charge model: AMBER ff14SB
-10.455 44.609 100.72 8.3008
-10.31 45.219 100.53 8.3008
-10.128 45.302 99.913 8.3008
-8.97 45.289 103.34 6.9741
-9.1942 44.675 103.36 6.9741
-7.8564 45.286 104.19 6.9741
-7.24 44.319 103.97 7.0125
-8.5338 43.639 103.12 7.0125
-6.6135 43.28 103.76 7.0125
-6.1602 42.752 101.93 8.1995
-8.1071 43.143 101.4 8.1995
-5.8155 42.697 100.93 8.1995
-5.8646 42.976 100.42 8.0248
-8.1562 43.422 100.89 8.0248
-7.6854 44.041 100.1 8.0248
-5.8153 43.001 100.23 6.6492
-7.6329 44.067 99.894 6.6492
-6.0437 42.545 98.908 6.6492
-6.3089 42.648 98.289 4.8875
-7.9348 44.184 99.19 4.8875
-7.219 43.945 97.633 4.8875
-8.2188 46.187 96.828 3.4805
-8.9346 46.426 98.385 3.4805
-8.6149 46.985 98.305 3.4805
-9.3364 47.671 100.22 5.2716
-9.6561 47.112 100.29 5.2716
-9.838 47.029 100.91 5.2716
-8.1466 48.035 101.4 5.0174
-8.6481 47.393 102.1 5.0174
-7.5972 48.076 101.78 5.0174
-7.2871 47.809 102.22 4.8983
-8.3379 47.126 102.54 4.8983
-6.7792 48.84 103.1 4.8983
-6.7336 48.776 103.17 4.8853
-8.2894 47.058 102.62 4.8853
-6.753 47.93 104.15 4.8853
-6.8781 47.766 104.37 4.7591
-8.4224 46.884 102.85 4.7591
-7.3753 46.687 103.76 4.7591
-6.9747 47.598 104.73 4.2503
-7.4654 46.53 104.1 4.2503
-7.4587 46.933 105.44 4.2503
-7.0944 44.655 105.87 5.6749
-7.1453 44.529 104.49 5.6749
-6.7106 44.407 104.86 5.6749
-6.6139 44.239 104.69 5.9178
-7.0543 44.371 104.32 5.9178
-6.4021 43.339 104.17 5.9178
-6.3385 44.143 104.98 5.5994
-6.107 43.236 104.48 5.5994
-5.9437 43.682 104.9 5.5994
-3.0687 44.181 103.94 0.74146
-3.0525 43.765 103.47 0.74146
-2.6088 44.524 102.84 0.74146
-2.5715 44.392 102.7 1.082
-3.0101 43.616 103.31 1.082
-2.7987 43.847 102.73 1.082
-2.9178 43.074 102.33 2.3361
-3.1378 42.788 102.88 2.3361
-2.1247 41.936 101.4 2.3361
-3.3204 41.023 101.01 2.13
-4.4803 41.762 102.44 2.13
-4.2344 41.765 101.41 2.13
-3.7411 40.981 100.05 -0.29048
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1.8654 55.101 104.56 -8.5045
2.3116 55.08 104.14 -8.8057
3.1049 53.349 105.06 -8.8057
4.7859 54.617 105.21 -8.8057
4.8201 54.821 104.89 -8.9692
2.5468 55.223 103.94 -8.9692
2.4821 55.555 103.93 -8.9692
4.98 55.158 104.98 -8.9692
4.3128 56.869 104.08 -8.9692
4.3259 57.162 104.63 -7.3187
4.993 55.451 105.53 -7.3187
4.3245 57.383 105.85 -7.3187
4.3059 57.328 106.17 -6.9887
4.9719 55.388 105.89 -6.9887
2.8965 56.946 106.72 -6.9887
5.0768 55.629 106.22 -6.9887
3.2025 57.001 106.93 -6.9887
4.1648 57.453 105.89 -8.3201
2.7553 57.072 106.44 -8.3201
3.7334 57.67 105.56 -8.3201
3.5357 57.736 105.39 -9.7729
2.5692 57.134 106.28 -9.7729
2.1477 55.945 104.29 -9.7729
1.3763 55.411 104.77 -8.1002
1.7978 56.6 106.76 -8.1002
0.33881 55.124 105.53 -8.1002
0.13787 55.06 105.85 -5.8844
1.6103 56.54 107.06 -5.8844
-0.16931 55.168 107.05 -5.8844
-0.13184 55.12 107.3 -5.222
1.6452 56.495 107.29 -5.222
0.35237 54.719 108.18 -5.222
0.46018 54.69 108.28 -5.0994
1.7399 56.469 107.38 -5.0994
1.9558 55.834 108.46 -5.0994
2.0598 55.816 108.43 -5.3452
1.8313 56.453 107.35 -5.3452
2.2171 53.955 107.94 -5.3452
2.2828 56.228 107.76 -5.7891
2.5562 54.457 108.18 -5.7891
2.8799 54.027 107.81 -5.7891
2.4941 56.526 107.22 -5.7891
2.8142 55.898 108.28 -5.7891
1.9822 55.797 108.47 -4.9173
2.1489 53.938 107.98 -4.9173
0.48659 54.653 108.29 -4.9173
0.35576 54.426 108.09 -3.9937
2.0339 53.739 107.8 -3.9937
0.80009 53.851 105.99 -3.9937
0.32869 54.462 108.07 -4.002
0.77302 53.887 105.98 -4.002
-0.15413 54.878 107.2 -4.002
-0.16496 55.038 107.06 -4.9928
0.76152 54.057 105.83 -4.9928
0.14222 54.93 105.86 -4.9928
0.34603 55.091 105.53 -7.9404
0.97806 54.228 105.48 -7.9404
1.3831 55.38 104.77 -7.9404
2.2334 56.858 104.19 -9.7564
2.8707 57.703 104.69 -9.7564
3.5502 57.733 105.38 -9.7564
2.1614 55.942 104.28 -9.7564
3.9478 57.309 104.48 -9.7564
3.7721 57.665 105.51 -8.1096
4.1855 57.237 104.62 -8.1096
4.2011 57.449 105.84 -8.1096
4.1543 55.606 107.91 -5.6637
3.6308 56.264 107.89 -5.6637
4.055 54.864 108 -5.6637
3.5593 55.426 108.37 -5.6637
4.041 54.847 108 -5.6134
3.5447 55.407 108.38 -5.6134
3.6372 54.066 107.64 -5.6134
3.5856 53.776 107.31 -5.5963
3.6763 53.374 106.35 -5.5963
3.8224 53.417 106.15 -6.4525
2.8472 53.209 106.7 -5.5963
2.6123 53.192 106.7 -6.0812
2.2806 53.675 104.86 -8.5045
1.9847 54.321 104.52 -8.5045
2.5213 53.664 104.64 -8.8057
2.2255 54.31 104.29 -8.8057
3.8721 53.416 105.22 -8.8057
4.4983 53.888 105.28 -8.8057
3.8459 53.41 105.5 -6.4525
4.4699 53.882 105.58 -6.4525
4.5901 54.573 104.13 -8.9692
3.9453 54.576 103.6 -8.9692
3.1543 54.827 103.53 -8.9692
5.1299 55.848 104.72 -8.9692
4.8838 56.48 104.38 -8.9692
5.139 56.052 105.1 -7.3187
4.8928 56.683 104.77 -7.3187
5.1558 56.171 105.74 -7.3187
4.9082 56.886 105.86 -7.3187
5.1428 56.132 105.96 -6.9887
4.8962 56.85 106.06 -6.9887
4.9279 56.469 106.69 -6.9887
4.1758 57.019 106.98 -6.9887
3.5708 57.36 106.52 -6.9887
3.4581 57.46 106.3 -8.3201
3.2066 57.551 106.08 -8.3201
3.0445 57.605 105.94 -9.7729
1.8843 56.861 105.74 -9.7729
1.7204 56.398 104.96 -9.7729
1.6834 56.722 105.86 -8.1002
1.5195 56.259 105.09 -8.1002
0.92783 56.584 106.38 -8.1002
0.35313 56.002 105.89 -8.1002
0.88884 56.571 106.44 -5.8844
0.30886 55.988 105.96 -5.8844
0.77617 56.481 107.24 -5.8844
0.098644 55.959 107.24 -5.8844
0.7921 56.461 107.35 -5.222
0.11553 55.937 107.35 -5.222
1.0456 56.306 107.97 -5.222
0.54145 55.613 108.32 -5.222
1.0773 56.297 108 -5.0994
0.57828 55.603 108.35 -5.0994
2.4844 55.446 108.37 -5.7891
2.8077 54.868 108.42 -5.7891
2.8445 54.868 108.42 -5.6134
2.33 54.816 108.51 -5.3452
2.2809 54.804 108.54 -4.9173
1.2589 54.056 108.37 -4.9173
1.1702 53.902 108.24 -3.9937
1.7283 53.321 107.16 -3.9937
1.2628 53.363 106.48 -3.9937
2.0158 53.287 106.97 -6.0812
1.5776 53.326 106.27 -6.0812
0.27255 53.749 106.64 -3.9937
0.10425 53.966 107.43 -3.9937
0.25681 53.769 106.63 -4.002
0.088511 53.987 107.42 -4.002
0.01784 54.281 106.45 -4.002
0.0095141 54.404 106.35 -4.9928
1.1172 54.726 104.96 -7.9404
1.5629 54.468 104.77 -8.5045
1.1401 55.293 108.73 -4.9173
1.1207 55.32 108.72 -5.0994
2.6697 56.494 103.85 -9.7564
3.3512 57.016 103.93 -9.7564
2.8248 56.307 103.69 -8.9692
3.5233 56.808 103.74 -8.9692
4.9429 56.101 107.19 -5.5748
4.9429 55.401 107.19 -5.5748
4.4304 56.732 107.3 -5.5748
4.4304 56.126 107.74 -5.5748
3.7304 56.964 107.29 -5.5748
4.6377 54.001 104.9 -8.8057
4.1253 53.72 104.18 -8.8057
3.4253 53.489 104.2 -8.8057
3.4253 54.001 103.68 -8.8057
2.7253 53.72 104.18 -8.8057
2.7253 54.326 103.74 -8.8057
4.9763 54.946 104.49 -8.9692
4.9763 55.296 103.88 -8.9692
4.9763 55.996 103.88 -8.9692
4.4639 55.271 103.33 -8.9692
4.4639 56.02 103.33 -8.9692
4.4639 56.627 103.77 -8.9692
3.7639 54.946 103.27 -8.9692
3.7639 55.646 103.09 -8.9692
3.7639 56.346 103.27 -8.9692
3.0639 55.271 103.33 -8.9692
3.0639 56.02 103.33 -8.9692
4.9991 56.857 105.44 -7.3187
2.3998 57.631 105.2 -9.7729
2.3998 57.4 105.91 -9.7729
1.8874 57.119 105.2 -9.7729
1.8874 56.769 104.59 -9.7729
0.86791 55.733 105 -8.1002
0.86791 56.339 105.44 -8.1002
0.49543 56.452 106.75 -5.8844
-0.017002 55.94 106.75 -5.8844
0.05244 55.5 107.82 -5.222
1.499 55.035 108.8 -4.9173
1.499 54.335 108.61 -4.9173
1.2708 53.427 107.75 -3.9937
0.57079 53.659 107.76 -3.9937
0.57079 53.427 107.05 -3.9937
14.255 66.761 95.461 4.21
11.663 66.227 96.033 4.21
13.596 66.756 97.278 4.21
14.07 66.475 95.187 4.1978
11.801 66.022 95.706 4.1978
11.658 66.239 96.023 4.1978
14.25 66.774 95.451 4.1978
12.425 67.864 95.364 4.1978
12.429 67.872 95.375 4.1857
14.255 66.782 95.461 4.1857
13.595 66.779 97.278 4.1857
12.422 67.87 95.379 4.1425
13.587 66.778 97.282 4.1425
11.656 66.245 96.036 4.1425
13.352 65.965 94.906 4.1978
12.467 65.788 95.108 4.1978
13.855 67.39 95.14 4.1978
13.174 67.796 95.108 4.1978
13.858 67.395 95.146 4.1857
13.176 67.801 95.114 4.1857
14.288 66.79 96.502 4.1857
14.289 66.774 96.502 4.21
13.386 67.492 97.142 4.1857
13.058 67.99 96.68 4.1857
12.704 68.131 96.028 4.1856
13.384 67.491 97.143 4.1425
13.057 67.99 96.681 4.1425
12.702 68.13 96.029 4.1425
12.742 66.432 97.375 4.1425
11.991 66.225 96.891 4.1425
12.745 66.424 97.374 4.21
11.993 66.218 96.89 4.21
11.698 67.17 95.588 4.1425
11.7 67.166 95.579 4.1978
14.187 66.367 96.63 4.21
14.187 66.017 96.024 4.21
13.674 66.342 97.177 4.21
13.674 65.736 96.737 4.21
13.674 65.505 96.024 4.21
13.674 65.736 95.312 4.21
12.974 66.017 97.237 4.21
12.974 65.505 96.724 4.21
12.974 65.317 96.024 4.21
12.974 65.505 95.324 4.21
12.274 65.736 96.737 4.21
12.274 65.505 96.024 4.21
13.665 67.116 94.851 4.1978
12.965 66.741 94.604 4.1978
12.965 67.441 94.792 4.1978
12.265 66.367 94.851 4.1978
12.265 67.116 94.851 4.1978
11.752 66.391 95.398 4.1978
14.185 67.457 96.024 4.1857
13.673 67.969 96.024 4.1857
13.673 67.738 96.737 4.1857
12.96 67.454 97.243 4.1425
12.26 67.967 96.03 4.1425
12.26 67.735 96.743 4.1425
12.26 67.129 97.183 4.1425
11.748 67.454 96.03 4.1425
11.748 67.104 96.637 4.1425
-------------- next part --------------
# x y z area value
-10.455 44.609 100.72 0.7745 27.027
-10.31 45.219 100.53 0.44679 22.962
-10.128 45.302 99.913 0.72166 16.603
-8.97 45.289 103.34 0.56096 16.62
-9.1942 44.675 103.36 0.71108 19.824
-7.8564 45.286 104.19 0.5532 -1.2461
-7.24 44.319 103.97 0.62473 -3.0152
-8.5338 43.639 103.12 0.92921 25.333
-6.6135 43.28 103.76 0.76809 7.6586
-6.1602 42.752 101.93 0.77238 11.253
-8.1071 43.143 101.4 0.71714 26.842
-5.8155 42.697 100.93 0.52587 7.8055
-5.8646 42.976 100.42 0.32135 6.8737
-8.1562 43.422 100.89 0.6703 28.912
-7.6854 44.041 100.1 0.67924 16.15
-5.8153 43.001 100.23 0.39801 6.1922
-7.6329 44.067 99.894 0.40792 14.686
-6.0437 42.545 98.908 0.4958 -6.4114
-6.3089 42.648 98.289 0.80562 -9.5848
-7.9348 44.184 99.19 0.5865 11.523
-7.219 43.945 97.633 0.76963 8.2835
-8.2188 46.187 96.828 0.6256 5.2259
-8.9346 46.426 98.385 0.55616 7.9983
-8.6149 46.985 98.305 0.64424 6.8972
-9.3364 47.671 100.22 0.71943 9.1888
-9.6561 47.112 100.29 0.45473 11.703
-9.838 47.029 100.91 0.63136 12.797
-8.1466 48.035 101.4 0.41642 8.6539
-8.6481 47.393 102.1 0.74574 11.701
-7.5972 48.076 101.78 0.45773 8.2914
-7.2871 47.809 102.22 0.44081 8.3288
-8.3379 47.126 102.54 0.48749 10.208
-6.7792 48.84 103.1 0.23987 6.3393
-6.7336 48.776 103.17 0.48915 6.3382
-8.2894 47.058 102.62 0.19478 9.8218
-6.753 47.93 104.15 0.54157 4.9001
-6.8781 47.766 104.37 0.356 4.2221
-8.4224 46.884 102.85 0.56535 9.4524
-7.3753 46.687 103.76 0.48447 -7.2396
-6.9747 47.598 104.73 0.82156 4.664
-7.4654 46.53 104.1 0.4422 -6.8223
-7.4587 46.933 105.44 0.71129 7.6709
-7.0944 44.655 105.87 0.57917 10.348
-7.1453 44.529 104.49 0.34489 -2.4873
-6.7106 44.407 104.86 0.28191 5.0322
-6.6139 44.239 104.69 0.29755 7.7111
-7.0543 44.371 104.32 0.24974 -2.8846
-6.4021 43.339 104.17 0.46941 7.842
-6.3385 44.143 104.98 0.17584 14.092
-6.107 43.236 104.48 0.51172 8.1206
-5.9437 43.682 104.9 0.25062 9.6029
-3.0687 44.181 103.94 0.89098 1.9508
-3.0525 43.765 103.47 0.35527 5.5351
-2.6088 44.524 102.84 0.51903 -11.288
-2.5715 44.392 102.7 0.36204 -9.9732
-3.0101 43.616 103.31 0.40146 6.0679
-2.7987 43.847 102.73 0.39981 6.0899
-2.9178 43.074 102.33 0.29819 12.3
-3.1378 42.788 102.88 0.76046 10.089
-2.1247 41.936 101.4 0.47104 -0.62564
-3.3204 41.023 101.01 0.85356 -4.1578
-4.4803 41.762 102.44 0.5848 7.4917
-4.2344 41.765 101.41 0.76046 3.9944
-3.7411 40.981 100.05 0.89105 -3.384
-4.679 41.72 100.4 1.0954 0.93678
-4.9831 41.35 99.067 0.68243 -18.449
-2.7545 40.91 98.767 0.56486 -5.0774
-4.0099 41.281 97.798 0.6036 -14.149
-2.748 41.372 98.353 0.55322 1.85
-2.5632 42.111 97.7 0.7657 5.8455
-3.8476 41.93 97.225 0.47275 -8.1448
-1.7477 42.318 95.843 0.41036 1.4098
-3.3965 42.653 97.01 0.65659 5.9012
-2.3426 42.881 96.32 0.73783 3.4006
-2.0086 42.518 95.51 0.53713 1.3512
-4.0834 42.111 96.924 0.32005 -8.9873
-3.5001 43.103 95.158 0.40391 2.8082
-3.8356 42.982 94.983 0.46517 1.9708
-4.3966 41.999 96.761 0.43792 -14.258
-4.4729 42.895 95.839 0.64532 2.9454
-6.5457 43.128 96.558 0.70952 3.7347
-6.2176 42.204 97.392 0.89187 -11.426
-7.1151 43.439 96.611 1.0538 5.8271
-6.5044 43.415 95.333 0.90768 4.0041
-7.0738 43.726 95.387 0.58637 2.7902
-7.3339 43.969 94.884 0.60817 -0.97589
-7.8657 46.694 95.486 0.71031 -5.3509
-7.6708 46.787 96.063 0.39492 0.7422
-7.0482 48.118 95.737 0.33159 -3.175
-7.0067 48.177 96.041 0.28698 -1.7231
-7.6242 46.853 96.404 0.3222 2.6267
-7.144 48.743 96.269 0.35222 2.4805
-7.1054 48.749 96.499 0.5737 3.1736
-7.5856 46.86 96.634 0.54665 3.3281
-7.9817 47.658 98.111 0.80089 5.4824
-7.1341 49.586 97.049 1.0549 5.4265
-8.0104 48.495 98.662 1.0977 4.5208
-7.172 50.076 98.311 1.2213 -8.8416
-7.1975 50.451 99.59 1.0571 -14.447
-8.0394 48.922 100.12 1.4919 4.2713
-7.1921 49.548 100.45 1.0785 1.1124
-7.1943 48.967 101.55 0.42641 6.163
-8.0415 48.341 101.21 0.81378 7.6289
-7.4922 48.382 101.59 0.16798 7.7504
-7.1426 48.947 101.64 0.36673 6.3603
-7.4405 48.362 101.68 0.21416 7.8077
-6.9237 49.36 102.6 0.50701 5.2025
-6.6655 50.057 101.11 0.30152 2.2539
-6.4746 50.404 102.1 0.44858 2.1195
-6.4606 52.092 101.2 0.15934 -1.8761
-6.4858 52.169 101.34 0.76955 -1.692
-6.4983 50.477 102.23 0.48176 1.7614
-6.9907 51.381 103 1.1955 -4.29
-7.3621 50.399 104 0.61566 -3.3266
-6.8909 49.438 103.29 0.67662 4.0103
-7.0911 49.898 104.25 0.4068 3.9483
-6.9691 49.55 104.44 0.90508 5.6221
-6.776 49.11 103.46 0.49101 5.3194
-6.7954 48.264 104.44 0.77486 5.427
-7.0194 49.517 105.45 0.90224 6.6944
-6.8428 48.233 105.39 0.89891 5.6691
-7.3186 47.609 106.13 0.92488 7.2763
-6.7403 49.744 106.22 0.79231 5.9416
-7.0395 47.836 106.89 0.56063 2.559
-6.7815 48.031 107.42 0.6389 -0.69387
-4.5974 46.283 107.94 0.64647 -0.55033
-4.5873 45.874 107.47 0.37985 3.7362
-4.1592 45.961 106.99 0.70243 4.62
-4.597 44.83 106.4 0.60109 8.9627
-5.0251 44.743 106.89 0.50906 8.5834
-4.3713 44.032 105.73 0.89954 6.2062
-5.9008 43.704 104.99 0.26613 9.7671
-6.6501 44.395 106.09 0.54863 11.264
-6.296 44.164 105.07 0.31873 14.747
-3.434 45.868 105.4 0.91769 3.4276
-3.2767 45.009 104.79 0.9089 1.9291
-2.6028 46.797 105.15 0.69012 -12.989
-2.5182 46.891 104.55 0.57431 -13.103
-3.186 45.11 104.15 0.832 -0.38721
-2.7182 45.391 103.04 0.85818 -13.333
-2.3466 47.436 103.99 0.61915 -22.03
-2.5467 45.935 102.48 0.37379 -17.922
-2.5615 47.608 102.48 0.23975 -21.813
-2.5269 47.609 102.42 0.31961 -21.985
-2.512 45.936 102.41 0.22441 -18.216
-1.554 46.427 101.54 0.50459 -3.2644
-1.2432 44.94 101.14 0.57977 -0.20586
-2.2219 44.548 102.03 0.43572 -11.774
-1.5152 43.529 100.98 0.50848 5.4702
-1.6873 43.251 101.14 0.38271 4.9782
-2.3731 44.303 102.17 0.24347 -8.8923
-2.5879 43.753 102.17 0.36631 4.259
-1.9126 42.678 101.23 0.4496 3.5083
-2.7981 43.218 102.26 0.29709 8.1761
-2.0105 42.073 101.33 0.22596 -0.11763
-0.3502 44.973 99.834 0.47764 5.2393
-0.56639 43.564 99.591 0.75255 6.6111
1.3619 44.441 98.536 0.46495 0.47328
1.4867 43.873 98.269 0.75988 0.66269
-0.42626 42.927 99.291 0.5762 6.651
0.73506 43.179 97.843 0.75905 2.6791
-0.46851 42.019 96.633 0.53585 0.72152
-1.6649 41.733 98.045 0.64396 4.2866
-0.87478 41.95 96.177 0.6902 0.66808
1.4581 43.472 94.693 0.19455 2.3352
1.0519 43.402 94.238 0.38678 0.33373
1.2517 44.39 93.909 0.33666 -0.18071
1.0224 44.329 93.587 0.47025 -0.78861
0.8226 43.342 93.916 0.47999 -0.2001
0.65523 43.817 93.549 0.30336 -0.40962
0.25963 43.468 93.257 0.31649 -0.63462
0.41067 42.978 93.612 0.50454 -0.63009
-0.10896 43.341 92.726 0.58934 -0.66388
-2.5187 42.669 93.989 0.73384 0.60791
-1.9309 42.326 94.839 0.6837 0.68488
-3.4248 42.916 94.508 0.59999 0.65204
-3.1545 42.928 92.857 0.69544 -1.8802
-4.0233 43.159 93.443 0.58956 -1.1788
-4.1518 43.238 91.98 0.57028 -16.513
-5.2605 44.212 92.076 0.47196 -12.337
-5.2111 44.202 93.547 0.67907 2.294
-6.8262 44.66 93.975 0.67912 -4.7192
-6.8478 44.297 94.297 0.71403 -3.479
-5.2339 43.819 93.886 0.48482 1.8994
-5.9586 43.784 94.674 0.7362 4.9927
-6.0358 45.042 93.643 0.61927 0.61829
-5.3163 44.833 92.766 0.64687 0.19397
-5.3828 44.778 91.841 0.47122 -14.215
-6.9502 45.234 93.736 0.49966 -5.0565
-5.2585 45.216 92.211 0.24035 -1.5921
-5.2563 45.569 92.212 0.50552 1.6993
-6.9481 45.571 93.737 0.39278 -5.4569
-5.6768 46.319 91.548 0.38913 -1.2838
-6.419 45.908 93.753 0.29316 -3.5395
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13.174 67.796 95.108 0.19629 4.4657
13.858 67.395 95.146 0.35232 5.6455
13.176 67.801 95.114 0.38839 4.4624
14.288 66.79 96.502 0.42592 7.232
14.289 66.774 96.502 0.26071 7.3157
13.386 67.492 97.142 0.12506 4.706
13.058 67.99 96.68 0.24973 3.9146
12.704 68.131 96.028 0.36301 3.4138
13.384 67.491 97.143 0.10879 4.7039
13.057 67.99 96.681 0.25515 3.914
12.702 68.13 96.029 0.21243 3.4113
12.742 66.432 97.375 0.37137 3.1184
11.991 66.225 96.891 0.37216 -3.1148
12.745 66.424 97.374 0.29321 3.1261
11.993 66.218 96.89 0.18184 -3.1104
11.698 67.17 95.588 0.30559 2.4409
11.7 67.166 95.579 0.34157 2.4908
14.187 66.367 96.63 0.35028 9.3563
14.187 66.017 96.024 0.63558 10.087
13.674 66.342 97.177 0.3584 7.4728
13.674 65.736 96.737 0.53656 8.9158
13.674 65.505 96.024 0.5343 8.2282
13.674 65.736 95.312 0.44067 7.2686
12.974 66.017 97.237 0.40144 4.064
12.974 65.505 96.724 0.53085 3.9107
12.974 65.317 96.024 0.34933 4.5841
12.974 65.505 95.324 0.50134 6.0495
12.274 65.736 96.737 0.54253 0.23734
12.274 65.505 96.024 0.63985 1.9949
13.665 67.116 94.851 0.58416 5.5494
12.965 66.741 94.604 0.51864 5.644
12.965 67.441 94.792 0.41299 4.8113
12.265 66.367 94.851 0.49817 6.338
12.265 67.116 94.851 0.62732 5.1326
11.752 66.391 95.398 0.48758 5.7871
14.185 67.457 96.024 0.55078 5.754
13.673 67.969 96.024 0.67332 4.6599
13.673 67.738 96.737 0.59292 4.6634
12.96 67.454 97.243 0.54462 3.9024
12.26 67.967 96.03 0.28109 2.9674
12.26 67.735 96.743 0.61812 2.5594
12.26 67.129 97.183 0.52216 1.7989
11.748 67.454 96.03 0.40432 1.0705
11.748 67.104 96.637 0.6362 -1.4652
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