Neighborhood distance calculator

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Neighborhood distance calculator

Kumudan
Hi all,

I am new to R, hence this question. I have a set of points with X and
Y coordinates. I would like to build an R code to calculate the
distances of points within a specified neighborhood (circular range)
for each point. I would like the code to be a function, so that I can
call the function, specifying parameters (data file, distance), from
another piece of code. Also, I would like the output to be as:

output = list(array)
.........code...........
........new code.....
return(output)

Something like this--
[[1496]]
[1] 1490 1491 1492 1493 1494 1495

The most important thing, however, is that I want to run the code for
100,000+ points. The current code I have calculates the neighborhood
distances for all the points with ever point, and then selects only
those points within the specified distance parameter. This code
crashes when I have over 40,000 points. Therefore, I need to figure
out a way to preclude the step where it calculates all of the paired
distances, and rather only those points within the specified distance
parameter. Please, see below for the existing code, and a sample data.
Thanks a lot for your time and effort.

Best,
Kumudan

Kumudan Grubh
EEB Graduate student
Iowa State University

-------------------------------------------------------------------------------------------------------------------------------------------------------
#--Code--
#transform coordinates in kilometers, and redefine origin
newx=(XCOORD-min(XCOORD))/1000
newy=(YCOORD-min(YCOORD))/1000
plot(newx,newy,pch=20,xlab="X coordinate (km)",ylab="Y coordinate (km)")

#set of new locations to be used from here on
tr.locs=cbind(newx,newy)

#the functions necessary for estimation are written in an external
program. All you need to do is to run this program one. To do this,
you could "source" this code
source("D:/...../Functions_distance.R")

#define distance-based neighborhood
nb.tr=dist.neighbors(tr.locs,2)
----------------------------------------------------------------------------------------------------------------------------------------------------------
#---Function_distance.R   <- Function to calculate distance of pairs
of neighbors
#start by defining neighbors
library(spatstat)#need this to compute distances between all points in a data

dist.neighbors=function(data,distance)
#distance is set by user
{
#data has the x and y on the first two columns. Could have more than
two columns, or exactly two columns, it doesn't matter.
#produces a "list" object with a vector of the neighbors for each location
#distance defines the range within which we define neighbors
nd=length(data[,1])
nbmat=list(array)
dist=pairdist(data[,1:2])
  for(i in 1:nd){
  nbmat[[i]]=0
  for(j in 1:nd) if((dist[i,j]<distance)&(i!=j)) nbmat[[i]]=c(nbmat[[i]],j)
  nbmat[[i]]=nbmat[[i]][nbmat[[i]]!=0]}
return(nbmat)
}
------------------------------------------------------------------------------------------------------------------------------------

Data
-----------------------------------------------------------------------------------
XCOORD YCOORD
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Re: Neighborhood distance calculator

RKoenker
If you are willing to dig into the adjacency information returned from
tri.mesh in the tripack package, this could be done quite efficiently.

url:    www.econ.uiuc.edu/~roger            Roger Koenker
email    [hidden email]            Department of Economics
vox:     217-333-4558                University of Illinois
fax:       217-244-6678                Champaign, IL 61820

On Jan 28, 2009, at 2:33 PM, Kumudan wrote:

> Hi all,
>
> I am new to R, hence this question. I have a set of points with X and
> Y coordinates. I would like to build an R code to calculate the
> distances of points within a specified neighborhood (circular range)
> for each point. I would like the code to be a function, so that I can
> call the function, specifying parameters (data file, distance), from
> another piece of code. Also, I would like the output to be as:
>
> output = list(array)
> .........code...........
> ........new code.....
> return(output)
>
> Something like this--
> [[1496]]
> [1] 1490 1491 1492 1493 1494 1495
>
> The most important thing, however, is that I want to run the code for
> 100,000+ points. The current code I have calculates the neighborhood
> distances for all the points with ever point, and then selects only
> those points within the specified distance parameter. This code
> crashes when I have over 40,000 points. Therefore, I need to figure
> out a way to preclude the step where it calculates all of the paired
> distances, and rather only those points within the specified distance
> parameter. Please, see below for the existing code, and a sample data.
> Thanks a lot for your time and effort.
>
> Best,
> Kumudan
>
> Kumudan Grubh
> EEB Graduate student
> Iowa State University
>
> -------------------------------------------------------------------------------------------------------------------------------------------------------
> #--Code--
> #transform coordinates in kilometers, and redefine origin
> newx=(XCOORD-min(XCOORD))/1000
> newy=(YCOORD-min(YCOORD))/1000
> plot(newx,newy,pch=20,xlab="X coordinate (km)",ylab="Y coordinate  
> (km)")
>
> #set of new locations to be used from here on
> tr.locs=cbind(newx,newy)
>
> #the functions necessary for estimation are written in an external
> program. All you need to do is to run this program one. To do this,
> you could "source" this code
> source("D:/...../Functions_distance.R")
>
> #define distance-based neighborhood
> nb.tr=dist.neighbors(tr.locs,2)
> ----------------------------------------------------------------------------------------------------------------------------------------------------------
> #---Function_distance.R   <- Function to calculate distance of pairs
> of neighbors
> #start by defining neighbors
> library(spatstat)#need this to compute distances between all points  
> in a data
>
> dist.neighbors=function(data,distance)
> #distance is set by user
> {
> #data has the x and y on the first two columns. Could have more than
> two columns, or exactly two columns, it doesn't matter.
> #produces a "list" object with a vector of the neighbors for each  
> location
> #distance defines the range within which we define neighbors
> nd=length(data[,1])
> nbmat=list(array)
> dist=pairdist(data[,1:2])
>  for(i in 1:nd){
>  nbmat[[i]]=0
> for(j in 1:nd) if((dist[i,j]<distance)&(i!=j))  
> nbmat[[i]]=c(nbmat[[i]],j)
> nbmat[[i]]=nbmat[[i]][nbmat[[i]]!=0]}
> return(nbmat)
> }
> ------------------------------------------------------------------------------------------------------------------------------------
>
> Data
> -----------------------------------------------------------------------------------
> XCOORD YCOORD
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>
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Re: Neighborhood distance calculator

Antonio, Fabio Di Narzo
The tseriesChaos package has an internal function "find_knearests"
which deals with a similar problem using a box-assisted search
strategy to alleviate time complexity explosion.
However, you will have to dig into the C sources, as these have no man pages.

HTH,
f.

2009/1/28 roger koenker <[hidden email]>:

> If you are willing to dig into the adjacency information returned from
> tri.mesh in the tripack package, this could be done quite efficiently.
>
> url:    www.econ.uiuc.edu/~roger            Roger Koenker
> email    [hidden email]            Department of Economics
> vox:     217-333-4558                University of Illinois
> fax:       217-244-6678                Champaign, IL 61820
>
> On Jan 28, 2009, at 2:33 PM, Kumudan wrote:
>
>> Hi all,
>>
>> I am new to R, hence this question. I have a set of points with X and
>> Y coordinates. I would like to build an R code to calculate the
>> distances of points within a specified neighborhood (circular range)
>> for each point. I would like the code to be a function, so that I can
>> call the function, specifying parameters (data file, distance), from
>> another piece of code. Also, I would like the output to be as:
>>
>> output = list(array)
>> .........code...........
>> ........new code.....
>> return(output)
>>
>> Something like this--
>> [[1496]]
>> [1] 1490 1491 1492 1493 1494 1495
>>
>> The most important thing, however, is that I want to run the code for
>> 100,000+ points. The current code I have calculates the neighborhood
>> distances for all the points with ever point, and then selects only
>> those points within the specified distance parameter. This code
>> crashes when I have over 40,000 points. Therefore, I need to figure
>> out a way to preclude the step where it calculates all of the paired
>> distances, and rather only those points within the specified distance
>> parameter. Please, see below for the existing code, and a sample data.
>> Thanks a lot for your time and effort.
>>
>> Best,
>> Kumudan
>>
>> Kumudan Grubh
>> EEB Graduate student
>> Iowa State University
>>
>>
>> -------------------------------------------------------------------------------------------------------------------------------------------------------
>> #--Code--
>> #transform coordinates in kilometers, and redefine origin
>> newx=(XCOORD-min(XCOORD))/1000
>> newy=(YCOORD-min(YCOORD))/1000
>> plot(newx,newy,pch=20,xlab="X coordinate (km)",ylab="Y coordinate (km)")
>>
>> #set of new locations to be used from here on
>> tr.locs=cbind(newx,newy)
>>
>> #the functions necessary for estimation are written in an external
>> program. All you need to do is to run this program one. To do this,
>> you could "source" this code
>> source("D:/...../Functions_distance.R")
>>
>> #define distance-based neighborhood
>> nb.tr=dist.neighbors(tr.locs,2)
>>
>> ----------------------------------------------------------------------------------------------------------------------------------------------------------
>> #---Function_distance.R   <- Function to calculate distance of pairs
>> of neighbors
>> #start by defining neighbors
>> library(spatstat)#need this to compute distances between all points in a
>> data
>>
>> dist.neighbors=function(data,distance)
>> #distance is set by user
>> {
>> #data has the x and y on the first two columns. Could have more than
>> two columns, or exactly two columns, it doesn't matter.
>> #produces a "list" object with a vector of the neighbors for each location
>> #distance defines the range within which we define neighbors
>> nd=length(data[,1])
>> nbmat=list(array)
>> dist=pairdist(data[,1:2])
>>  for(i in 1:nd){
>>  nbmat[[i]]=0
>>        for(j in 1:nd) if((dist[i,j]<distance)&(i!=j))
>> nbmat[[i]]=c(nbmat[[i]],j)
>>        nbmat[[i]]=nbmat[[i]][nbmat[[i]]!=0]}
>> return(nbmat)
>> }
>>
>> ------------------------------------------------------------------------------------------------------------------------------------
>>
>> Data
>>
>> -----------------------------------------------------------------------------------
>> XCOORD  YCOORD
>> 544312.87500000000      4851169.00000000000
>> 542705.87500000000      4851165.00000000000
>> 541068.87500000000      4851155.00000000000
>> 537861.81250000000      4851123.00000000000
>> 536246.81250000000      4851118.00000000000
>> 539476.87500000000      4851116.00000000000
>> 534612.81250000000      4851113.00000000000
>> 533004.75000000000      4851095.00000000000
>> 542714.87500000000      4850363.00000000000
>> 543516.87500000000      4850360.00000000000
>> 544319.93750000000      4850358.00000000000
>> 541883.87500000000      4850353.00000000000
>> 541053.87500000000      4850342.50000000000
>> 540268.87500000000      4850326.50000000000
>> 537866.81250000000      4850313.50000000000
>> 538674.87500000000      4850311.50000000000
>> 539483.87500000000      4850310.50000000000
>> 537060.81250000000      4850310.00000000000
>> 536255.81250000000      4850307.00000000000
>> 535434.81250000000      4850306.00000000000
>> 534614.81250000000      4850305.00000000000
>> 533809.81250000000      4850297.00000000000
>> 533004.81250000000      4850289.00000000000
>> 542716.87500000000      4849553.50000000000
>> 541074.87500000000      4849537.50000000000
>> 539486.87500000000      4849508.50000000000
>> 537867.87500000000      4849507.50000000000
>> 536260.81250000000      4849503.50000000000
>> 534622.81250000000      4849498.50000000000
>> 533009.81250000000      4849483.00000000000
>> 542718.93750000000      4848744.50000000000
>> 543524.93750000000      4848743.50000000000
>> 544331.93750000000      4848743.50000000000
>> 541906.87500000000      4848738.50000000000
>> 541095.87500000000      4848733.50000000000
>> 540292.87500000000      4848720.50000000000
>> 539489.87500000000      4848707.50000000000
>> 538679.87500000000      4848704.50000000000
>> 537869.87500000000      4848702.50000000000
>> 536265.81250000000      4848701.50000000000
>> 537067.87500000000      4848701.50000000000
>> 535447.81250000000      4848697.50000000000
>> 534630.81250000000      4848693.50000000000
>> 533822.81250000000      4848684.50000000000
>> 533014.81250000000      4848676.50000000000
>> 532211.81250000000      4848663.50000000000
>> 531409.81250000000      4848650.50000000000
>> 542724.93750000000      4847938.50000000000
>> 541102.87500000000      4847926.50000000000
>> 539492.87500000000      4847906.50000000000
>> 537874.87500000000      4847896.50000000000
>> 536267.87500000000      4847894.50000000000
>> 534634.81250000000      4847882.50000000000
>> 533016.81250000000      4847869.50000000000
>> 531414.81250000000      4847840.50000000000
>> 544345.93750000000      4847135.50000000000
>> 543538.93750000000      4847133.50000000000
>> 542731.93750000000      4847132.50000000000
>> 541920.93750000000      4847125.50000000000
>> 541109.93750000000      4847119.50000000000
>> 540302.87500000000      4847112.50000000000
>> 539496.87500000000      4847105.50000000000
>> 538688.87500000000      4847097.50000000000
>> 537880.87500000000      4847090.50000000000
>> 537075.87500000000      4847088.50000000000
>> 536270.87500000000      4847087.50000000000
>> 535454.87500000000      4847079.50000000000
>> 534639.87500000000      4847071.50000000000
>> 533829.81250000000      4847067.50000000000
>> 533019.81250000000      4847063.50000000000
>> 532219.81250000000      4847047.50000000000
>> 531420.81250000000      4847031.50000000000
>> 544350.93750000000      4846325.50000000000
>> 542735.93750000000      4846319.50000000000
>> 541112.93750000000      4846307.50000000000
>> 539497.87500000000      4846294.50000000000
>> 537882.87500000000      4846282.50000000000
>> 536267.87500000000      4846277.50000000000
>> 534638.87500000000      4846263.50000000000
>> 533022.81250000000      4846253.50000000000
>> 531424.81250000000      4846221.50000000000
>> 544356.93750000000      4845516.50000000000
>> 543547.93750000000      4845511.50000000000
>> 542739.93750000000      4845507.50000000000
>> 541927.93750000000      4845501.50000000000
>> 541115.93750000000      4845495.50000000000
>> 540307.93750000000      4845489.50000000000
>> 539499.93750000000      4845483.50000000000
>> 538692.93750000000      4845478.50000000000
>> 537885.87500000000      4845474.50000000000
>> 537075.87500000000      4845471.50000000000
>> 536265.87500000000      4845468.50000000000
>> 535451.87500000000      4845462.50000000000
>> 534638.87500000000      4845456.50000000000
>> 533831.87500000000      4845449.50000000000
>> 533025.87500000000      4845443.50000000000
>> 532226.81250000000      4845427.50000000000
>> 531428.81250000000      4845412.50000000000
>> 530621.81250000000      4845407.50000000000
>> 529814.81250000000      4845402.50000000000
>> 544356.93750000000      4844711.50000000000
>> 542738.93750000000      4844704.50000000000
>> 541123.93750000000      4844689.50000000000
>> 539506.93750000000      4844675.50000000000
>> 537893.93750000000      4844664.50000000000
>> 536284.87500000000      4844654.50000000000
>> 534641.87500000000      4844646.50000000000
>> 533027.87500000000      4844634.50000000000
>> 531423.87500000000      4844606.50000000000
>> 529812.81250000000      4844600.50000000000
>> 544357.93750000000      4843907.50000000000
>> 543547.93750000000      4843904.50000000000
>> 542737.93750000000      4843901.50000000000
>> 541934.93750000000      4843892.50000000000
>> 541132.93750000000      4843883.50000000000
>> 540323.93750000000      4843875.50000000000
>> 539514.93750000000      4843868.50000000000
>> 538708.93750000000      4843861.50000000000
>> 537902.93750000000      4843854.50000000000
>> 537102.87500000000      4843847.50000000000
>> 536303.87500000000      4843841.50000000000
>> 535473.87500000000      4843838.50000000000
>> 534644.87500000000      4843836.50000000000
>> 533837.87500000000      4843830.50000000000
>> 533030.87500000000      4843825.50000000000
>> 532224.87500000000      4843813.50000000000
>> 531419.87500000000      4843801.50000000000
>> 530615.81250000000      4843800.50000000000
>> 529811.81250000000      4843799.50000000000
>> 544356.93750000000      4843106.50000000000
>> 542737.93750000000      4843094.50000000000
>> 541133.93750000000      4843075.50000000000
>> 539515.93750000000      4843065.50000000000
>> 537906.87500000000      4843047.50000000000
>> 536303.87500000000      4843031.50000000000
>> 534654.87500000000      4843025.50000000000
>> 533033.87500000000      4843015.50000000000
>> 531419.81250000000      4842993.50000000000
>> 529808.81250000000      4842989.50000000000
>> 544356.93750000000      4842305.50000000000
>> 543547.93750000000      4842296.50000000000
>> 542738.93750000000      4842287.50000000000
>> 541936.93750000000      4842277.50000000000
>> 541134.93750000000      4842268.50000000000
>> 540325.93750000000      4842265.50000000000
>> 539516.93750000000      4842262.50000000000
>> 538713.87500000000      4842251.50000000000
>> 537911.87500000000      4842240.50000000000
>> 537107.87500000000      4842231.50000000000
>> 536304.87500000000      4842222.50000000000
>> 535484.87500000000      4842218.50000000000
>> 534664.87500000000      4842214.50000000000
>> 533850.87500000000      4842210.50000000000
>> 533037.87500000000      4842206.50000000000
>> 532228.81250000000      4842195.50000000000
>> 531419.81250000000      4842185.50000000000
>> 530612.81250000000      4842182.50000000000
>> 529806.81250000000      4842179.50000000000
>> 544356.93750000000      4841500.50000000000
>> 542738.93750000000      4841483.50000000000
>> 541132.93750000000      4841463.50000000000
>> 539520.93750000000      4841454.50000000000
>> 537913.87500000000      4841433.50000000000
>> 536304.87500000000      4841418.50000000000
>> 534667.87500000000      4841408.50000000000
>> 533040.81250000000      4841393.50000000000
>> 531425.81250000000      4841373.50000000000
>> 529811.81250000000      4841367.50000000000
>> 544356.93750000000      4840695.50000000000
>> 543547.93750000000      4840687.50000000000
>> 542739.93750000000      4840680.50000000000
>> 541934.93750000000      4840669.50000000000
>> 541130.93750000000      4840658.50000000000
>> 540327.93750000000      4840652.50000000000
>> 539525.87500000000      4840647.50000000000
>> 538720.87500000000      4840637.50000000000
>> 537915.87500000000      4840627.50000000000
>> 537109.87500000000      4840621.50000000000
>> 536304.87500000000      4840615.50000000000
>> 535487.87500000000      4840609.50000000000
>> 534670.87500000000      4840603.50000000000
>> 533856.81250000000      4840591.50000000000
>> 533043.81250000000      4840580.50000000000
>> 532237.81250000000      4840571.50000000000
>> 531431.81250000000      4840562.50000000000
>> 530624.81250000000      4840559.50000000000
>> 529817.81250000000      4840556.50000000000
>> 544357.93750000000      4839892.50000000000
>> 542743.93750000000      4839876.50000000000
>> 541131.93750000000      4839852.50000000000
>> 539528.87500000000      4839840.50000000000
>> 537916.87500000000      4839821.50000000000
>> 536303.87500000000      4839804.50000000000
>> 534672.81250000000      4839794.50000000000
>> 533050.81250000000      4839778.50000000000
>> 531440.81250000000      4839759.50000000000
>> 529825.81250000000      4839749.50000000000
>> 544358.93750000000      4839089.50000000000
>> 543552.93750000000      4839080.50000000000
>> 542747.93750000000      4839072.50000000000
>> 541940.87500000000      4839059.50000000000
>> 541133.87500000000      4839046.50000000000
>> 540332.87500000000      4839040.50000000000
>> 539531.87500000000      4839034.50000000000
>> 538724.87500000000      4839024.50000000000
>> 537918.87500000000      4839015.50000000000
>> 537110.87500000000      4839004.50000000000
>> 536303.87500000000      4838994.50000000000
>> 535489.81250000000      4838990.50000000000
>> 534675.81250000000      4838986.50000000000
>> 533866.81250000000      4838981.50000000000
>> 533057.81250000000      4838976.50000000000
>> 532253.81250000000      4838966.50000000000
>> 531450.81250000000      4838957.50000000000
>> 530642.81250000000      4838949.50000000000
>> 529834.81250000000      4838942.50000000000
>> 544359.93750000000      4838278.50000000000
>> 542747.87500000000      4838263.50000000000
>> 541137.87500000000      4838242.50000000000
>> 539534.87500000000      4838228.50000000000
>> 537918.87500000000      4838210.50000000000
>> 536303.87500000000      4838187.50000000000
>> 534680.81250000000      4838174.50000000000
>> 533064.81250000000      4838165.50000000000
>> 531457.81250000000      4838148.50000000000
>> 529837.75000000000      4838137.50000000000
>> 544360.93750000000      4837467.50000000000
>> 543553.87500000000      4837460.50000000000
>> 542747.87500000000      4837454.50000000000
>> 541944.87500000000      4837446.50000000000
>> 541142.87500000000      4837438.50000000000
>> 540339.87500000000      4837430.50000000000
>> 539537.87500000000      4837422.50000000000
>> 538728.87500000000      4837413.50000000000
>> 537919.87500000000      4837405.50000000000
>> 537111.87500000000      4837392.50000000000
>> 536303.81250000000      4837380.50000000000
>> 535494.81250000000      4837371.50000000000
>> 534685.81250000000      4837362.50000000000
>> 533878.81250000000      4837358.50000000000
>> 533071.81250000000      4837354.50000000000
>> 532268.81250000000      4837347.50000000000
>> 531465.81250000000      4837340.50000000000
>> 530653.75000000000      4837336.50000000000
>> 529841.75000000000      4837333.50000000000
>> 544362.87500000000      4836662.50000000000
>> 542744.87500000000      4836643.50000000000
>> 541137.87500000000      4836632.50000000000
>> 539532.87500000000      4836618.50000000000
>> 537914.87500000000      4836595.50000000000
>> 536301.81250000000      4836574.50000000000
>> 534692.81250000000      4836553.50000000000
>> 533075.81250000000      4836547.50000000000
>> 531468.75000000000      4836535.50000000000
>> 544365.87500000000      4835857.50000000000
>> 544365.87500000000      4835857.50000000000
>> 543553.87500000000      4835845.50000000000
>> 542742.87500000000      4835833.50000000000
>> 541937.87500000000      4835830.50000000000
>> 541133.87500000000      4835827.50000000000
>> 540330.87500000000      4835821.50000000000
>> 539528.87500000000      4835815.50000000000
>> 538718.87500000000      4835800.50000000000
>> 537909.81250000000      4835785.50000000000
>> 537104.81250000000      4835777.50000000000
>> 536300.81250000000      4835769.50000000000
>> 535499.81250000000      4835756.50000000000
>> 534699.81250000000      4835744.50000000000
>> 533889.81250000000      4835742.50000000000
>> 533080.81250000000      4835740.50000000000
>> 532275.75000000000      4835735.50000000000
>> 531471.75000000000      4835731.50000000000
>> 544370.87500000000      4835052.50000000000
>> 542750.87500000000      4835025.50000000000
>> 541144.87500000000      4835014.50000000000
>> 539538.87500000000      4835004.50000000000
>> 537922.81250000000      4834987.50000000000
>> 536315.81250000000      4834974.50000000000
>> 544376.87500000000      4834248.50000000000
>> 543567.87500000000      4834232.50000000000
>> 542759.87500000000      4834217.50000000000
>> 541957.87500000000      4834209.50000000000
>> 541156.87500000000      4834201.50000000000
>> 540352.87500000000      4834197.50000000000
>> 539549.87500000000      4834193.50000000000
>> 538742.81250000000      4834191.50000000000
>> 537936.81250000000      4834190.50000000000
>> 537133.81250000000      4834185.50000000000
>> 536331.81250000000      4834180.50000000000
>> 544384.87500000000      4833445.50000000000
>> 542774.87500000000      4833414.50000000000
>> 541167.87500000000      4833395.50000000000
>> 539561.81250000000      4833387.50000000000
>> 537946.81250000000      4833385.50000000000
>> 544392.87500000000      4832643.50000000000
>> 543590.87500000000      4832627.50000000000
>> 542789.87500000000      4832612.50000000000
>> 541984.87500000000      4832600.50000000000
>> 541179.87500000000      4832589.50000000000
>> 540376.81250000000      4832585.50000000000
>> 539573.81250000000      4832581.50000000000
>> 537957.81250000000      4832580.50000000000
>> 538765.81250000000      4832580.50000000000
>> 544401.87500000000      4831836.50000000000
>> 542796.87500000000      4831805.50000000000
>> 544410.87500000000      4831029.50000000000
>> 543607.81250000000      4831014.50000000000
>> 542804.81250000000      4830999.50000000000
>> 544426.81250000000      4829417.50000000000
>> 544432.81250000000      4828612.50000000000
>> 544439.81250000000      4827808.50000000000
>> 544445.81250000000      4827000.50000000000
>> 544451.81250000000      4826193.50000000000
>> 581262.12500000000      4851357.00000000000
>> 579658.12500000000      4851338.00000000000
>> 574847.12500000000      4851324.00000000000
>> 576447.12500000000      4851320.00000000000
>> 573257.12500000000      4851317.00000000000
>> 578046.12500000000      4851312.00000000000
>> 570057.12500000000      4851309.00000000000
>> 571656.12500000000      4851308.00000000000
>> 568458.12500000000      4851294.00000000000
>> 566851.12500000000      4851277.00000000000
>> 565256.06250000000      4851271.00000000000
>> 563617.06250000000      4851230.00000000000
>> 555586.00000000000      4851224.00000000000
>> 560412.06250000000      4851220.00000000000
>> 562020.06250000000      4851220.00000000000
>> 547498.93750000000      4851208.00000000000
>> 558822.06250000000      4851206.00000000000
>> 557185.06250000000      4851198.00000000000
>> 553966.00000000000      4851194.00000000000
>> 552367.00000000000      4851191.00000000000
>> 550727.00000000000      4851184.00000000000
>> 549115.93750000000      4851169.00000000000
>> 545907.93750000000      4851158.00000000000
>> 581275.12500000000      4850554.00000000000
>> 582081.18750000000      4850551.00000000000
>> 580473.12500000000      4850543.50000000000
>> 579671.12500000000      4850534.00000000000
>> 578866.12500000000      4850522.00000000000
>> 574862.12500000000      4850519.00000000000
>> 573268.12500000000      4850518.00000000000
>> 574065.12500000000      4850518.00000000000
>> 572473.12500000000      4850516.00000000000
>> 575664.12500000000      4850516.00000000000
>> 571679.12500000000      4850515.00000000000
>> 570877.12500000000      4850513.00000000000
>> 576466.12500000000      4850513.00000000000
>> 570075.12500000000      4850512.00000000000
>> 577263.12500000000      4850512.00000000000
>> 578061.12500000000      4850511.00000000000
>> 569274.12500000000      4850500.00000000000
>> 565267.12500000000      4850489.00000000000
>> 568473.12500000000      4850489.00000000000
>> 566067.12500000000      4850485.00000000000
>> 567670.12500000000      4850485.00000000000
>> 566867.12500000000      4850482.00000000000
>> 564447.06250000000      4850470.00000000000
>> 563627.06250000000      4850451.00000000000
>> 562825.06250000000      4850442.00000000000
>> 562023.06250000000      4850434.00000000000
>> 561219.06250000000      4850433.00000000000
>> 560415.06250000000      4850432.00000000000
>> 559616.06250000000      4850417.00000000000
>> 555585.00000000000      4850415.00000000000
>> 556381.06250000000      4850404.00000000000
>> 558817.06250000000      4850403.00000000000
>> 547497.93750000000      4850402.00000000000
>> 554779.00000000000      4850399.00000000000
>> 557997.06250000000      4850398.00000000000
>> 557178.06250000000      4850394.00000000000
>> 553974.00000000000      4850383.00000000000
>> 548305.93750000000      4850382.00000000000
>> 546706.93750000000      4850380.00000000000
>> 553167.00000000000      4850379.00000000000
>> 552361.00000000000      4850375.00000000000
>> 551542.00000000000      4850371.00000000000
>> 550723.00000000000      4850367.00000000000
>> 549917.93750000000      4850365.00000000000
>> 549113.93750000000      4850363.00000000000
>> 544319.93750000000      4850358.00000000000
>> 545117.93750000000      4850358.00000000000
>> 545916.93750000000      4850358.00000000000
>> 581285.18750000000      4849747.50000000000
>> 579682.12500000000      4849730.50000000000
>> 578075.12500000000      4849716.00000000000
>> 571683.12500000000      4849713.00000000000
>> 573270.12500000000      4849713.00000000000
>> 574880.12500000000      4849712.00000000000
>> 576482.12500000000      4849710.00000000000
>> 570082.12500000000      4849703.00000000000
>> 568476.12500000000      4849680.00000000000
>> 566869.12500000000      4849678.00000000000
>> 565265.12500000000      4849670.00000000000
>> 563624.06250000000      4849641.00000000000
>> 562014.06250000000      4849631.00000000000
>> 560419.06250000000      4849626.00000000000
>> 555591.00000000000      4849603.00000000000
>> 558813.06250000000      4849600.00000000000
>> 557189.06250000000      4849591.00000000000
>> 547512.93750000000      4849587.00000000000
>> 553980.00000000000      4849572.00000000000
>> 552379.00000000000      4849566.00000000000
>> 549146.93750000000      4849562.00000000000
>> 550747.00000000000      4849559.00000000000
>> 544325.93750000000      4849551.00000000000
>> 545921.93750000000      4849547.00000000000
>> 582098.18750000000      4848945.50000000000
>> 581296.18750000000      4848941.50000000000
>> 580495.18750000000      4848934.50000000000
>> 579694.12500000000      4848927.50000000000
>> 578891.12500000000      4848924.50000000000
>> 578089.12500000000      4848921.50000000000
>> 577294.12500000000      4848915.00000000000
>> 571688.12500000000      4848912.00000000000
>> 572480.12500000000      4848910.00000000000
>> 573273.12500000000      4848908.00000000000
>> 576499.12500000000      4848908.00000000000
>> 574085.12500000000      4848907.00000000000
>> 575698.12500000000      4848907.00000000000
>> 574898.12500000000      4848906.00000000000
>> 570888.12500000000      4848903.00000000000
>> 570089.12500000000      4848895.00000000000
>> 569284.12500000000      4848883.00000000000
>> 566872.12500000000      4848875.00000000000
>> 567675.12500000000      4848873.00000000000
>> 568479.12500000000      4848872.00000000000
>> 566067.12500000000      4848863.00000000000
>> 565263.12500000000      4848851.00000000000
>> 564442.12500000000      4848841.00000000000
>> 563621.06250000000      4848832.00000000000
>> 562813.06250000000      4848830.00000000000
>> 562006.06250000000      4848829.00000000000
>> 561214.06250000000      4848825.00000000000
>> 560423.06250000000      4848821.00000000000
>> 559616.06250000000      4848809.00000000000
>> 558810.06250000000      4848798.00000000000
>> 558005.06250000000      4848793.00000000000
>> 555597.06250000000      4848792.00000000000
>> 556399.06250000000      4848790.00000000000
>> 557201.06250000000      4848789.00000000000
>> 554791.00000000000      4848777.00000000000
>> 547527.93750000000      4848773.00000000000
>> 548353.93750000000      4848767.00000000000
>> 549181.00000000000      4848762.00000000000
>> 553986.00000000000      4848762.00000000000
>> 553192.00000000000      4848760.00000000000
>> 552398.00000000000      4848758.00000000000
>> 549976.00000000000      4848757.00000000000
>> 546727.93750000000      4848755.00000000000
>> 551584.00000000000      4848755.00000000000
>> 550771.00000000000      4848752.00000000000
>> 544331.93750000000      4848743.50000000000
>> 545129.93750000000      4848739.50000000000
>> 545927.93750000000      4848736.50000000000
>> 581304.18750000000      4848141.50000000000
>> 579704.18750000000      4848128.50000000000
>> 578099.12500000000      4848122.50000000000
>> 576514.12500000000      4848111.50000000000
>> 571691.12500000000      4848109.00000000000
>> 574905.12500000000      4848106.00000000000
>> 573278.12500000000      4848105.00000000000
>> 570091.12500000000      4848091.00000000000
>> 568484.12500000000      4848071.00000000000
>> 566875.12500000000      4848065.00000000000
>> 565260.12500000000      4848050.00000000000
>> 563618.12500000000      4848033.00000000000
>> 562005.06250000000      4848027.00000000000
>> 560415.06250000000      4848025.00000000000
>> 558817.06250000000      4847990.00000000000
>> 555600.06250000000      4847988.00000000000
>> 557207.06250000000      4847985.00000000000
>> 547538.93750000000      4847963.50000000000
>> 553994.00000000000      4847960.00000000000
>> 549177.00000000000      4847951.00000000000
>> 552398.00000000000      4847951.00000000000
>> 550783.00000000000      4847949.00000000000
>> 544338.93750000000      4847939.50000000000
>> 545939.93750000000      4847935.50000000000
>> 582117.18750000000      4847351.50000000000
>> 581312.18750000000      4847341.50000000000
>> 580513.18750000000      4847335.50000000000
>> 579715.18750000000      4847330.50000000000
>> 578912.18750000000      4847327.50000000000
>> 578109.12500000000      4847324.50000000000
>> 577319.12500000000      4847320.50000000000
>> 576530.12500000000      4847316.50000000000
>> 575721.12500000000      4847311.50000000000
>> 574913.12500000000      4847306.50000000000
>> 571694.12500000000      4847306.00000000000
>> 572488.12500000000      4847304.00000000000
>> 574098.12500000000      4847304.00000000000
>> 573283.12500000000      4847302.00000000000
>> 570893.12500000000      4847297.00000000000
>> 570093.12500000000      4847288.00000000000
>> 569291.12500000000      4847279.00000000000
>> 568490.12500000000      4847271.00000000000
>> 567684.12500000000      4847263.00000000000
>> 566878.12500000000      4847255.00000000000
>> 566068.12500000000      4847252.00000000000
>> 565258.12500000000      4847250.00000000000
>> 564436.12500000000      4847242.00000000000
>> 563615.12500000000      4847234.00000000000
>> 560408.06250000000      4847230.00000000000
>> 562809.12500000000      4847229.00000000000
>> 561206.06250000000      4847227.00000000000
>> 562004.06250000000      4847225.00000000000
>> 559616.06250000000      4847206.00000000000
>> 555604.06250000000      4847184.00000000000
>> 556409.06250000000      4847183.00000000000
>> 558824.06250000000      4847183.00000000000
>> 557214.06250000000      4847182.00000000000
>> 558019.06250000000      4847182.00000000000
>> 554803.06250000000      4847171.00000000000
>> 554002.00000000000      4847158.00000000000
>> 547551.00000000000      4847154.50000000000
>> 553200.00000000000      4847151.00000000000
>> 548362.00000000000      4847147.50000000000
>> 550795.00000000000      4847146.00000000000
>> 551596.00000000000      4847145.00000000000
>> 552398.00000000000      4847145.00000000000
>> 546751.93750000000      4847144.50000000000
>> 549984.00000000000      4847142.50000000000
>> 549173.00000000000      4847140.50000000000
>> 544345.93750000000      4847135.50000000000
>> 545148.93750000000      4847134.50000000000
>> 545952.93750000000      4847134.50000000000
>> 581323.18750000000      4846533.50000000000
>> 579715.18750000000      4846521.50000000000
>> 578112.18750000000      4846514.50000000000
>> 576527.12500000000      4846510.50000000000
>> 571699.12500000000      4846503.00000000000
>> 574912.12500000000      4846502.50000000000
>> 573294.12500000000      4846494.50000000000
>> 570096.12500000000      4846484.00000000000
>> 568496.12500000000      4846467.00000000000
>> 566875.12500000000      4846448.00000000000
>> 565251.12500000000      4846440.00000000000
>> 563618.12500000000      4846427.00000000000
>> 562012.06250000000      4846418.00000000000
>> 560412.06250000000      4846401.00000000000
>> 558834.06250000000      4846375.00000000000
>> 557234.06250000000      4846372.00000000000
>> 555632.06250000000      4846365.00000000000
>> 554011.06250000000      4846350.00000000000
>> 547566.00000000000      4846343.50000000000
>> 552409.00000000000      4846342.00000000000
>> 550802.00000000000      4846334.50000000000
>> 549183.00000000000      4846333.50000000000
>> 545957.93750000000      4846332.50000000000
>> 582140.18750000000      4845730.50000000000
>> 581335.18750000000      4845725.50000000000
>> 580525.18750000000      4845719.50000000000
>> 579716.18750000000      4845713.50000000000
>> 578916.18750000000      4845708.50000000000
>> 576525.12500000000      4845705.50000000000
>> 577320.18750000000      4845704.50000000000
>> 578116.18750000000      4845704.50000000000
>> 575718.12500000000      4845701.50000000000
>> 571704.12500000000      4845699.50000000000
>> 574912.12500000000      4845698.50000000000
>> 572504.12500000000      4845693.50000000000
>> 574108.12500000000      4845692.50000000000
>> 570901.12500000000      4845689.50000000000
>> 573305.12500000000      4845687.50000000000
>> 570099.12500000000      4845681.00000000000
>> 569300.12500000000      4845672.00000000000
>> 568502.12500000000      4845664.00000000000
>> 567687.12500000000      4845653.00000000000
>> 566873.12500000000      4845642.00000000000
>> 566059.12500000000      4845636.00000000000
>> 565245.12500000000      4845630.00000000000
>> 564433.12500000000      4845625.00000000000
>> 563622.12500000000      4845621.00000000000
>> 562821.12500000000      4845616.00000000000
>> 562021.12500000000      4845611.00000000000
>> 561218.06250000000      4845591.00000000000
>> 560416.06250000000      4845572.00000000000
>> 559630.06250000000      4845569.00000000000
>> 558844.06250000000      4845567.00000000000
>> 558049.06250000000      4845564.00000000000
>> 557255.06250000000      4845562.00000000000
>> 556457.06250000000      4845554.00000000000
>> 555660.06250000000      4845547.00000000000
>> 554840.06250000000      4845544.00000000000
>> 554021.06250000000      4845541.50000000000
>> 553221.00000000000      4845539.50000000000
>> 552421.00000000000      4845538.50000000000
>> 547582.00000000000      4845532.50000000000
>> 546773.00000000000      4845531.50000000000
>> 551615.00000000000      4845531.50000000000
>> 545964.00000000000      4845530.50000000000
>> 548388.00000000000      4845529.50000000000
>> 549194.00000000000      4845527.50000000000
>> 550001.00000000000      4845525.50000000000
>> 550809.00000000000      4845524.50000000000
>> 545159.93750000000      4845523.50000000000
>> 544356.93750000000      4845516.50000000000
>> 581346.18750000000      4844925.50000000000
>> 576526.18750000000      4844915.50000000000
>> 579720.18750000000      4844914.50000000000
>> 578115.18750000000      4844909.50000000000
>> 574928.12500000000      4844898.50000000000
>> 571709.12500000000      4844888.50000000000
>> 573319.12500000000      4844886.50000000000
>> 570102.12500000000      4844857.50000000000
>> 568503.12500000000      4844856.50000000000
>> 566896.12500000000      4844830.00000000000
>> 562012.12500000000      4844826.00000000000
>> 565276.12500000000      4844819.00000000000
>> 563629.12500000000      4844816.00000000000
>> 560396.06250000000      4844803.00000000000
>> 558820.06250000000      4844781.00000000000
>> 557234.06250000000      4844754.00000000000
>> 555650.06250000000      4844752.50000000000
>> 554026.06250000000      4844749.50000000000
>> 545963.00000000000      4844748.50000000000
>> 552433.00000000000      4844746.50000000000
>> 547587.00000000000      4844733.50000000000
>> 549203.00000000000      4844717.50000000000
>> 550818.00000000000      4844702.50000000000
>> 582163.18750000000      4844137.50000000000
>> 576528.12500000000      4844126.50000000000
>> 581357.18750000000      4844125.50000000000
>> 577321.18750000000      4844120.50000000000
>> 580540.18750000000      4844120.50000000000
>> 578115.18750000000      4844115.50000000000
>> 578919.18750000000      4844115.50000000000
>> 579724.18750000000      4844115.50000000000
>> 575736.12500000000      4844112.50000000000
>> 574945.12500000000      4844099.50000000000
>> 574139.12500000000      4844092.50000000000
>> 573333.12500000000      4844086.50000000000
>> 572523.12500000000      4844082.50000000000
>> 571714.12500000000      4844078.50000000000
>> 570910.12500000000      4844056.50000000000
>> 568504.12500000000      4844049.50000000000
>> 569305.12500000000      4844042.50000000000
>> 562003.12500000000      4844041.00000000000
>> 561189.06250000000      4844038.00000000000
>> 570106.12500000000      4844035.50000000000
>> 560376.06250000000      4844035.00000000000
>> 567712.12500000000      4844033.50000000000
>> 562820.12500000000      4844026.00000000000
>> 566920.12500000000      4844018.50000000000
>> 559586.06250000000      4844015.00000000000
>> 566114.12500000000      4844013.00000000000
>> 563637.12500000000      4844012.00000000000
>> 564472.12500000000      4844010.00000000000
>> 565308.12500000000      4844008.00000000000
>> 558796.06250000000      4843996.00000000000
>> 558004.06250000000      4843971.00000000000
>> 545962.00000000000      4843967.50000000000
>> 555640.06250000000      4843958.50000000000
>> 554032.06250000000      4843957.50000000000
>> 554836.06250000000      4843957.50000000000
>> 553239.06250000000      4843955.50000000000
>> 552446.00000000000      4843954.50000000000
>> 556426.06250000000      4843952.50000000000
>> 546777.00000000000      4843950.50000000000
>> 557213.06250000000      4843946.50000000000
>> 545160.00000000000      4843937.50000000000
>> 547592.00000000000      4843934.50000000000
>> 548402.00000000000      4843921.50000000000
>> 551636.00000000000      4843917.50000000000
>> 549213.00000000000      4843908.50000000000
>> 544357.93750000000      4843907.50000000000
>> 550020.00000000000      4843894.50000000000
>> 550827.00000000000      4843881.50000000000
>> 581372.18750000000      4843321.50000000000
>> 576554.12500000000      4843318.50000000000
>> 578144.12500000000      4843307.50000000000
>> 579753.12500000000      4843307.50000000000
>> 574958.12500000000      4843303.50000000000
>> 573341.12500000000      4843282.50000000000
>> 571723.12500000000      4843267.50000000000
>> 568510.12500000000      4843239.50000000000
>> 562005.06250000000      4843235.00000000000
>> 570114.12500000000      4843231.50000000000
>> 560386.06250000000      4843228.00000000000
>> 566916.12500000000      4843211.50000000000
>> 563643.06250000000      4843210.00000000000
>> 565305.12500000000      4843205.00000000000
>> 558784.06250000000      4843194.00000000000
>> 545978.00000000000      4843161.50000000000
>> 555639.06250000000      4843157.50000000000
>> 552444.00000000000      4843149.50000000000
>> 554037.00000000000      4843147.50000000000
>> 557208.06250000000      4843137.50000000000
>> 547616.00000000000      4843134.50000000000
>> 549224.00000000000      4843111.50000000000
>> 550848.00000000000      4843084.50000000000
>> 581387.12500000000      4842517.50000000000
>> 576581.12500000000      4842511.50000000000
>> 575776.12500000000      4842509.50000000000
>> 574971.12500000000      4842508.50000000000
>> 580584.12500000000      4842508.50000000000
>> 577377.12500000000      4842505.50000000000
>> 579782.12500000000      4842500.50000000000
>> 578174.12500000000      4842499.50000000000
>> 578978.12500000000      4842499.50000000000
>> 574160.12500000000      4842493.50000000000
>> 573349.12500000000      4842479.50000000000
>> 572540.12500000000      4842468.50000000000
>> 571732.12500000000      4842457.50000000000
>> 570927.12500000000      4842442.50000000000
>> 568516.12500000000      4842430.50000000000
>> 562007.06250000000      4842430.00000000000
>> 569319.12500000000      4842429.50000000000
>> 570122.12500000000      4842428.50000000000
>> 561202.06250000000      4842425.00000000000
>> 560397.06250000000      4842421.00000000000
>> 562828.06250000000      4842419.00000000000
>> 567714.12500000000      4842417.50000000000
>> 563649.06250000000      4842408.00000000000
>> 559584.06250000000      4842407.00000000000
>> 564476.06250000000      4842405.00000000000
>> 566913.06250000000      4842404.50000000000
>> 566108.06250000000      4842403.50000000000
>> 565303.06250000000      4842402.50000000000
>> 558772.06250000000      4842393.00000000000
>> 557987.06250000000      4842360.50000000000
>> 555639.06250000000      4842356.50000000000
>> 545993.93750000000      4842355.50000000000
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>> 546817.00000000000      4842344.50000000000
>> 556421.06250000000      4842342.50000000000
>> 553242.00000000000      4842341.50000000000
>> 554043.00000000000      4842338.50000000000
>> 547641.00000000000      4842334.50000000000
>> 545174.93750000000      4842330.50000000000
>> 557203.06250000000      4842329.50000000000
>> 548438.00000000000      4842324.50000000000
>> 551655.00000000000      4842316.50000000000
>> 549235.00000000000      4842315.50000000000
>> 544356.93750000000      4842305.50000000000
>> 550052.00000000000      4842301.50000000000
>> 550869.00000000000      4842287.50000000000
>> 581398.12500000000      4841720.50000000000
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>> 574973.12500000000      4841701.50000000000
>> 578196.12500000000      4841697.50000000000
>> 573357.12500000000      4841672.50000000000
>> 571748.12500000000      4841652.50000000000
>> 568517.06250000000      4841624.50000000000
>> 570131.06250000000      4841624.50000000000
>> 562021.06250000000      4841618.00000000000
>> 560402.06250000000      4841610.00000000000
>> 563673.06250000000      4841604.00000000000
>> 566917.06250000000      4841595.50000000000
>> 565297.06250000000      4841593.50000000000
>> 558787.06250000000      4841588.00000000000
>> 555644.00000000000      4841557.50000000000
>> 554047.00000000000      4841548.50000000000
>> 546000.93750000000      4841545.50000000000
>> 552442.00000000000      4841544.50000000000
>> 557225.06250000000      4841542.50000000000
>> 547637.93750000000      4841530.50000000000
>> 549244.00000000000      4841505.50000000000
>> 544356.93750000000      4841500.50000000000
>> 550860.00000000000      4841487.50000000000
>> 581409.12500000000      4840923.50000000000
>> 580607.12500000000      4840914.50000000000
>> 576597.12500000000      4840907.50000000000
>> 579806.12500000000      4840905.50000000000
>> 577408.12500000000      4840901.50000000000
>> 575786.12500000000      4840900.50000000000
>> 579012.12500000000      4840900.50000000000
>> 578219.12500000000      4840895.50000000000
>> 574976.12500000000      4840894.50000000000
>> 574171.12500000000      4840879.50000000000
>> 573366.12500000000      4840865.50000000000
>> 572565.06250000000      4840856.50000000000
>> 571764.06250000000      4840847.50000000000
>> 570952.06250000000      4840834.50000000000
>> 570140.06250000000      4840821.50000000000
>> 569329.06250000000      4840819.50000000000
>> 568519.06250000000      4840818.50000000000
>> 562035.06250000000      4840806.00000000000
>> 562866.06250000000      4840803.00000000000
>> 567720.06250000000      4840802.50000000000
>> 561221.06250000000      4840802.00000000000
>> 563697.06250000000      4840800.50000000000
>> 560407.06250000000      4840799.00000000000
>> 564494.06250000000      4840792.50000000000
>> 559604.06250000000      4840791.00000000000
>> 566921.06250000000      4840787.50000000000
>> 566106.06250000000      4840786.50000000000
>> 565292.06250000000      4840785.50000000000
>> 558802.06250000000      4840782.50000000000
>> 558024.00000000000      4840769.50000000000
>> 554051.00000000000      4840758.50000000000
>> 554850.00000000000      4840758.50000000000
>> 555650.00000000000      4840758.50000000000
>> 556448.00000000000      4840757.50000000000
>> 557247.00000000000      4840756.50000000000
>> 553247.00000000000      4840750.50000000000
>> 552443.00000000000      4840743.50000000000
>> 546007.93750000000      4840735.50000000000
>> 546820.93750000000      4840731.50000000000
>> 547634.93750000000      4840727.50000000000
>> 545181.93750000000      4840715.50000000000
>> 551647.00000000000      4840715.50000000000
>> 548443.93750000000      4840711.50000000000
>> 549254.00000000000      4840696.50000000000
>> 544356.93750000000      4840695.50000000000
>> 550052.00000000000      4840692.50000000000
>> 550851.00000000000      4840688.50000000000
>> 581421.12500000000      4840125.50000000000
>> 576605.12500000000      4840110.50000000000
>> 579812.12500000000      4840104.50000000000
>> 578218.12500000000      4840095.50000000000
>> 574986.06250000000      4840081.50000000000
>> 573369.06250000000      4840065.50000000000
>> 571770.06250000000      4840047.50000000000
>> 570151.06250000000      4840026.50000000000
>> 568532.06250000000      4840011.50000000000
>> 562045.06250000000      4840002.00000000000
>> 560424.06250000000      4839997.00000000000
>> 563702.06250000000      4839992.50000000000
>> 566925.06250000000      4839982.50000000000
>> 558824.00000000000      4839981.50000000000
>> 565306.06250000000      4839976.50000000000
>> 557250.00000000000      4839959.50000000000
>> 554044.00000000000      4839949.50000000000
>> 555645.00000000000      4839947.50000000000
>> 552435.00000000000      4839938.50000000000
>> 546011.93750000000      4839931.50000000000
>> 547633.93750000000      4839915.50000000000
>> 549246.93750000000      4839900.50000000000
>> 544357.93750000000      4839892.50000000000
>> 550840.00000000000      4839889.50000000000
>> 581434.12500000000      4839328.50000000000
>> 580626.12500000000      4839316.50000000000
>> 576613.06250000000      4839314.50000000000
>> 577415.06250000000      4839304.50000000000
>> 579819.12500000000      4839304.50000000000
>> 579018.06250000000      4839299.50000000000
>> 578218.06250000000      4839295.50000000000
>> 575805.06250000000      4839291.50000000000
>> 574997.06250000000      4839269.50000000000
>> 574185.06250000000      4839267.50000000000
>> 573373.06250000000      4839265.50000000000
>> 572575.06250000000      4839256.50000000000
>> 571777.06250000000      4839247.50000000000
>> 570970.06250000000      4839239.50000000000
>> 570163.06250000000      4839231.50000000000
>> 569354.06250000000      4839218.50000000000
>> 568546.06250000000      4839205.50000000000
>> 562055.06250000000      4839197.50000000000
>> 561248.00000000000      4839195.50000000000
>> 560441.00000000000      4839195.00000000000
>> 562881.06250000000      4839191.50000000000
>> 567738.06250000000      4839191.50000000000
>> 559643.00000000000      4839187.50000000000
>> 563707.06250000000      4839185.50000000000
>> 558846.00000000000      4839181.50000000000
>> 566930.06250000000      4839177.50000000000
>> 564513.06250000000      4839176.50000000000
>> 566125.06250000000      4839172.50000000000
>> 558050.00000000000      4839171.50000000000
>> 565320.06250000000      4839167.50000000000
>> 557254.00000000000      4839162.50000000000
>> 556447.00000000000      4839149.50000000000
>> 554038.00000000000      4839141.50000000000
>> 554839.00000000000      4839139.50000000000
>> 553232.00000000000      4839137.50000000000
>> 555641.00000000000      4839137.50000000000
>> 552427.00000000000      4839133.50000000000
>> 546015.93750000000      4839128.50000000000
>> 546823.93750000000      4839115.50000000000
>> 551628.00000000000      4839112.50000000000
>> 545186.93750000000      4839108.50000000000
>> 549240.93750000000      4839105.50000000000
>> 548436.93750000000      4839104.50000000000
>> 547632.93750000000      4839103.50000000000
>> 550034.93750000000      4839098.50000000000
>> 550829.93750000000      4839091.50000000000
>> 544358.93750000000      4839089.50000000000
>> 581441.06250000000      4838524.50000000000
>> 576619.06250000000      4838498.50000000000
>> 579823.06250000000      4838498.50000000000
>> 578221.06250000000      4838493.50000000000
>> 575001.06250000000      4838471.50000000000
>> 573380.06250000000      4838463.50000000000
>> 571779.06250000000      4838449.50000000000
>> 570172.06250000000      4838418.50000000000
>> 568563.06250000000      4838402.50000000000
>> 562071.00000000000      4838384.50000000000
>> 563719.00000000000      4838382.50000000000
>> 560457.00000000000      4838380.50000000000
>> 566952.06250000000      4838375.50000000000
>> 558857.00000000000      4838370.50000000000
>> 565342.06250000000      4838356.50000000000
>> 557260.00000000000      4838353.50000000000
>> 554040.00000000000      4838333.50000000000
>> 555656.00000000000      4838332.50000000000
>> 552428.93750000000      4838320.50000000000
>> 546008.93750000000      4838311.50000000000
>> 547626.93750000000      4838295.50000000000
>> 549236.93750000000      4838294.50000000000
>> 550824.93750000000      4838290.50000000000
>> 544359.93750000000      4838278.50000000000
>> 581449.06250000000      4837721.50000000000
>> 580638.06250000000      4837706.50000000000
>> 578224.06250000000      4837692.50000000000
>> 579025.06250000000      4837692.50000000000
>> 579827.06250000000      4837692.50000000000
>> 577424.06250000000      4837687.50000000000
>> 576625.06250000000      4837682.50000000000
>> 575815.06250000000      4837678.50000000000
>> 575006.06250000000      4837674.50000000000
>> 574196.06250000000      4837668.50000000000
>> 573387.06250000000      4837662.50000000000
>> 572584.06250000000      4837656.50000000000
>> 571782.06250000000      4837651.50000000000
>> 570981.06250000000      4837628.50000000000
>> 570181.06250000000      4837606.50000000000
>> 569380.06250000000      4837602.50000000000
>> 568580.06250000000      4837599.50000000000
>> 567777.00000000000      4837586.50000000000
>> 563731.00000000000      4837579.50000000000
>> 562909.00000000000      4837575.50000000000
>> 566975.00000000000      4837574.50000000000
>> 562088.00000000000      4837572.50000000000
>> 561281.00000000000      4837569.50000000000
>> 560474.00000000000      4837567.50000000000
>> 559671.00000000000      4837563.50000000000
>> 564548.00000000000      4837562.50000000000
>> 566170.00000000000      4837560.50000000000
>> 558868.00000000000      4837559.50000000000
>> 558067.00000000000      4837551.50000000000
>> 565365.00000000000      4837546.50000000000
>> 557266.00000000000      4837544.50000000000
>> 556469.00000000000      4837536.50000000000
>> 555672.00000000000      4837528.50000000000
>> 554857.00000000000      4837526.50000000000
>> 554041.93750000000      4837525.50000000000
>> 553236.93750000000      4837516.50000000000
>> 552431.93750000000      4837508.50000000000
>> 551625.93750000000      4837498.50000000000
>> 546002.93750000000      4837494.50000000000
>> 546811.93750000000      4837491.50000000000
>> 550819.93750000000      4837489.50000000000
>> 547620.93750000000      4837488.50000000000
>> 550026.93750000000      4837486.50000000000
>> 548426.93750000000      4837485.50000000000
>> 549233.93750000000      4837483.50000000000
>> 545181.93750000000      4837480.50000000000
>> 544360.93750000000      4837467.50000000000
>> 581448.06250000000      4836922.50000000000
>> 579835.06250000000      4836895.50000000000
>> 578223.06250000000      4836888.50000000000
>> 576630.06250000000      4836881.50000000000
>> 575004.06250000000      4836873.50000000000
>> 573398.06250000000      4836858.50000000000
>> 571790.06250000000      4836850.50000000000
>> 570187.00000000000      4836823.50000000000
>> 568582.00000000000      4836801.50000000000
>> 563734.00000000000      4836780.50000000000
>> 566960.00000000000      4836778.50000000000
>> 562117.00000000000      4836769.50000000000
>> 560503.00000000000      4836759.50000000000
>> 565353.00000000000      4836758.50000000000
>> 558891.00000000000      4836751.50000000000
>> 557286.00000000000      4836736.50000000000
>> 555682.93750000000      4836724.50000000000
>> 554045.93750000000      4836716.50000000000
>> 552432.93750000000      4836704.50000000000
>> 550821.93750000000      4836689.50000000000
>> 547610.93750000000      4836679.50000000000
>> 549224.93750000000      4836678.50000000000
>> 545997.93750000000      4836676.50000000000
>> 581447.06250000000      4836123.50000000000
>> 580645.06250000000      4836111.50000000000
>> 579843.06250000000      4836099.50000000000
>> 579032.06250000000      4836092.50000000000
>> 578222.06250000000      4836085.50000000000
>> 577429.06250000000      4836083.50000000000
>> 576636.06250000000      4836081.50000000000
>> 575819.06250000000      4836076.50000000000
>> 575003.06250000000      4836072.50000000000
>> 574206.00000000000      4836063.50000000000
>> 573409.00000000000      4836054.50000000000
>> 572603.00000000000      4836052.50000000000
>> 571798.00000000000      4836050.50000000000
>> 570995.00000000000      4836045.50000000000
>> 570193.00000000000      4836041.50000000000
>> 569389.00000000000      4836022.50000000000
>> 568585.00000000000      4836004.50000000000
>> 567765.00000000000      4835993.50000000000
>> 566946.00000000000      4835982.50000000000
>> 563737.00000000000      4835981.50000000000
>> 564539.00000000000      4835976.50000000000
>> 566144.00000000000      4835976.50000000000
>> 562942.00000000000      4835973.50000000000
>> 565342.00000000000      4835971.50000000000
>> 562147.00000000000      4835966.50000000000
>> 561340.00000000000      4835958.50000000000
>> 560533.00000000000      4835951.50000000000
>> 559724.00000000000      4835947.50000000000
>> 558915.00000000000      4835943.50000000000
>> 558111.00000000000      4835936.50000000000
>> 557306.93750000000      4835929.50000000000
>> 556499.93750000000      4835925.50000000000
>> 555693.93750000000      4835921.50000000000
>> 554871.93750000000      4835914.50000000000
>> 554049.93750000000      4835907.50000000000
>> 553241.93750000000      4835903.50000000000
>> 552434.93750000000      4835900.50000000000
>> 551628.93750000000      4835895.50000000000
>> 550823.93750000000      4835890.50000000000
>> 550019.93750000000      4835882.50000000000
>> 549215.93750000000      4835874.50000000000
>> 548408.93750000000      4835872.50000000000
>> 547601.93750000000      4835870.50000000000
>> 546796.87500000000      4835864.50000000000
>> 545992.87500000000      4835859.50000000000
>> 545178.87500000000      4835858.50000000000
>> 544365.87500000000      4835857.50000000000
>> 544365.87500000000      4835857.50000000000
>> 581447.06250000000      4835324.50000000000
>> 579842.06250000000      4835300.50000000000
>> 578220.00000000000      4835292.50000000000
>> 576633.00000000000      4835275.50000000000
>> 575012.00000000000      4835267.50000000000
>> 573413.00000000000      4835257.50000000000
>> 571812.00000000000      4835246.50000000000
>> 570202.00000000000      4835244.50000000000
>> 568597.00000000000      4835212.50000000000
>> 566971.00000000000      4835186.50000000000
>> 565357.00000000000      4835176.50000000000
>> 563749.00000000000      4835173.50000000000
>> 562148.00000000000      4835143.50000000000
>> 558920.93750000000      4835137.50000000000
>> 557310.93750000000      4835132.50000000000
>> 560542.00000000000      4835125.50000000000
>> 555701.93750000000      4835118.50000000000
>> 552442.93750000000      4835112.50000000000
>> 554061.93750000000      4835106.50000000000
>> 550832.93750000000      4835101.50000000000
>> 549221.93750000000      4835089.50000000000
>> 547605.87500000000      4835083.50000000000
>> 545994.87500000000      4835073.50000000000
>> 581447.06250000000      4834526.50000000000
>> 580644.00000000000      4834514.50000000000
>> 579842.00000000000      4834502.50000000000
>> 579030.00000000000      4834501.50000000000
>> 578219.00000000000      4834500.50000000000
>> 577424.00000000000      4834484.50000000000
>> 576630.00000000000      4834469.50000000000
>> 575826.00000000000      4834466.50000000000
>> 575022.00000000000      4834463.50000000000
>> 574219.00000000000      4834461.50000000000
>> 573417.00000000000      4834460.50000000000
>> 572621.00000000000      4834451.50000000000
>> 570211.00000000000      4834448.50000000000
>> 571018.00000000000      4834445.50000000000
>> 571826.00000000000      4834443.50000000000
>> 569410.00000000000      4834434.50000000000
>> 568610.00000000000      4834420.50000000000
>> 567803.00000000000      4834405.50000000000
>> 566997.00000000000      4834391.50000000000
>> 566185.00000000000      4834386.50000000000
>> 565373.00000000000      4834382.50000000000
>> 564567.00000000000      4834374.50000000000
>> 563762.00000000000      4834366.50000000000
>> 562956.00000000000      4834343.50000000000
>> 557315.93750000000      4834336.50000000000
>> 558121.93750000000      4834333.50000000000
>> 558927.93750000000      4834331.50000000000
>> 556512.93750000000      4834326.50000000000
>> 552451.93750000000      4834324.50000000000
>> 562150.00000000000      4834321.50000000000
>> 551646.93750000000      4834318.50000000000
>> 555710.93750000000      4834316.50000000000
>> 553262.93750000000      4834315.50000000000
>> 559739.93750000000      4834315.50000000000
>> 550842.93750000000      4834312.50000000000
>> 554892.93750000000      4834311.50000000000
>> 561350.93750000000      4834310.50000000000
>> 550034.93750000000      4834308.50000000000
>> 554074.93750000000      4834306.50000000000
>> 549227.87500000000      4834305.50000000000
>> 548418.87500000000      4834300.50000000000
>> 560551.93750000000      4834299.50000000000
>> 547609.87500000000      4834296.50000000000
>> 546802.87500000000      4834291.50000000000
>> 545996.87500000000      4834287.50000000000
>> 545186.87500000000      4834267.50000000000
>> 544376.87500000000      4834248.50000000000
>> 581457.00000000000      4833732.50000000000
>> 579853.00000000000      4833711.50000000000
>> 578226.00000000000      4833700.50000000000
>> 576636.00000000000      4833667.50000000000
>> 575031.00000000000      4833663.50000000000
>> 573422.00000000000      4833657.50000000000
>> 571827.00000000000      4833650.50000000000
>> 570217.00000000000      4833637.50000000000
>> 568611.00000000000      4833622.50000000000
>> 567003.00000000000      4833596.50000000000
>> 565384.00000000000      4833583.50000000000
>> 563763.93750000000      4833556.50000000000
>> 557330.93750000000      4833529.50000000000
>> 558945.93750000000      4833524.50000000000
>> 552465.93750000000      4833518.50000000000
>> 562156.93750000000      4833514.50000000000
>> 555725.93750000000      4833513.50000000000
>> 550854.87500000000      4833506.50000000000
>> 554079.93750000000      4833505.50000000000
>> 549239.87500000000      4833499.50000000000
>> 560562.93750000000      4833496.50000000000
>> 547621.87500000000      4833489.50000000000
>> 546007.87500000000      4833483.50000000000
>> 581467.00000000000      4832939.50000000000
>> 580666.00000000000      4832930.50000000000
>> 579865.00000000000      4832921.50000000000
>> 579049.00000000000      4832911.50000000000
>> 578233.00000000000      4832901.50000000000
>> 577437.00000000000      4832883.50000000000
>> 576642.00000000000      4832866.50000000000
>> 575841.00000000000      4832865.50000000000
>> 575041.00000000000      4832864.50000000000
>> 574234.00000000000      4832859.50000000000
>> 571828.00000000000      4832858.50000000000
>> 572628.00000000000      4832856.50000000000
>> 573428.00000000000      4832854.50000000000
>> 571026.00000000000      4832842.50000000000
>> 570224.00000000000      4832826.50000000000
>> 569418.00000000000      4832825.50000000000
>> 568612.93750000000      4832824.50000000000
>> 567810.93750000000      4832813.50000000000
>> 567008.93750000000      4832802.50000000000
>> 566201.93750000000      4832793.50000000000
>> 565394.93750000000      4832784.50000000000
>> 564580.93750000000      4832765.50000000000
>> 563766.93750000000      4832747.50000000000
>> 562964.93750000000      4832727.50000000000
>> 557345.93750000000      4832722.50000000000
>> 558154.93750000000      4832719.50000000000
>> 558964.93750000000      4832717.50000000000
>> 556542.93750000000      4832716.50000000000
>> 552479.87500000000      4832712.50000000000
>> 555740.93750000000      4832711.50000000000
>> 553282.93750000000      4832708.50000000000
>> 554912.93750000000      4832708.50000000000
>> 562163.93750000000      4832707.50000000000
>> 551672.87500000000      4832706.50000000000
>> 554085.93750000000      4832705.50000000000
>> 559769.93750000000      4832705.50000000000
>> 550866.87500000000      4832701.50000000000
>> 561368.93750000000      4832700.50000000000
>> 550058.87500000000      4832697.50000000000
>> 549251.87500000000      4832693.50000000000
>> 560574.93750000000      4832693.50000000000
>> 548442.87500000000      4832687.50000000000
>> 547633.87500000000      4832682.50000000000
>> 546825.87500000000      4832681.50000000000
>> 546018.87500000000      4832680.50000000000
>> 545205.87500000000      4832661.50000000000
>> 544392.87500000000      4832643.50000000000
>> 581476.00000000000      4832138.50000000000
>> 579873.00000000000      4832116.50000000000
>> 578245.00000000000      4832101.50000000000
>> 576648.00000000000      4832074.50000000000
>> 575038.00000000000      4832061.50000000000
>> 573441.00000000000      4832052.50000000000
>> 571835.93750000000      4832043.50000000000
>> 570233.93750000000      4832033.50000000000
>> 568621.93750000000      4832028.50000000000
>> 567014.93750000000      4832006.50000000000
>> 565406.93750000000      4831986.50000000000
>> 563776.93750000000      4831957.50000000000
>> 557360.93750000000      4831920.50000000000
>> 558973.93750000000      4831916.50000000000
>> 555755.93750000000      4831910.50000000000
>> 552481.87500000000      4831909.50000000000
>> 562171.93750000000      4831909.50000000000
>> 554087.87500000000      4831898.50000000000
>> 550861.87500000000      4831895.50000000000
>> 549252.87500000000      4831890.50000000000
>> 560583.93750000000      4831890.50000000000
>> 547638.87500000000      4831877.50000000000
>> 546023.87500000000      4831876.50000000000
>> 544401.87500000000      4831836.50000000000
>> 581486.00000000000      4831338.50000000000
>> 580683.00000000000      4831325.50000000000
>> 579881.00000000000      4831312.50000000000
>> 579069.00000000000      4831306.50000000000
>> 578258.00000000000      4831301.50000000000
>> 577455.93750000000      4831292.50000000000
>> 576653.93750000000      4831283.50000000000
>> 575844.93750000000      4831271.50000000000
>> 575035.93750000000      4831259.50000000000
>> 574244.93750000000      4831255.50000000000
>> 573453.93750000000      4831251.50000000000
>> 570243.93750000000      4831240.50000000000
>> 572648.93750000000      4831239.50000000000
>> 569436.93750000000      4831236.50000000000
>> 571043.93750000000      4831234.50000000000
>> 568630.93750000000      4831232.50000000000
>> 571843.93750000000      4831228.50000000000
>> 567825.93750000000      4831221.50000000000
>> 567020.93750000000      4831210.50000000000
>> 566219.93750000000      4831199.50000000000
>> 565418.93750000000      4831188.50000000000
>> 564602.93750000000      4831178.50000000000
>> 563786.93750000000      4831168.50000000000
>> 562983.93750000000      4831140.50000000000
>> 557375.93750000000      4831118.50000000000
>> 558179.93750000000      4831116.50000000000
>> 558983.93750000000      4831115.50000000000
>> 556572.87500000000      4831113.50000000000
>> 562180.93750000000      4831112.50000000000
>> 555770.87500000000      4831109.50000000000
>> 552483.87500000000      4831106.50000000000
>> 559787.93750000000      4831101.50000000000
>> 554930.87500000000      4831100.50000000000
>> 561386.93750000000      4831099.50000000000
>> 553286.87500000000      4831098.50000000000
>> 551670.87500000000      4831097.50000000000
>> 554090.87500000000      4831091.50000000000
>> 550857.87500000000      4831089.50000000000
>> 550055.87500000000      4831088.50000000000
>> 549253.87500000000      4831087.50000000000
>> 560592.93750000000      4831087.50000000000
>> 548448.87500000000      4831080.50000000000
>> 547644.87500000000      4831073.50000000000
>> 546028.87500000000      4831072.50000000000
>> 546836.87500000000      4831072.50000000000
>> 545219.87500000000      4831050.50000000000
>> 544410.87500000000      4831029.50000000000
>> 581499.00000000000      4830538.50000000000
>> 579882.93750000000      4830520.50000000000
>> 578263.93750000000      4830494.50000000000
>> 576656.93750000000      4830485.50000000000
>> 575042.93750000000      4830457.50000000000
>> 573458.93750000000      4830452.50000000000
>> 571849.93750000000      4830437.50000000000
>> 570253.93750000000      4830435.50000000000
>> 568641.93750000000      4830425.50000000000
>> 567027.93750000000      4830403.50000000000
>> 565418.93750000000      4830379.50000000000
>> 563795.93750000000      4830365.50000000000
>> 562196.93750000000      4830319.50000000000
>> 557389.87500000000      4830316.50000000000
>> 558993.93750000000      4830314.50000000000
>> 555783.87500000000      4830310.50000000000
>> 560601.93750000000      4830307.50000000000
>> 552489.87500000000      4830301.50000000000
>> 554100.87500000000      4830297.50000000000
>> 550872.87500000000      4830287.50000000000
>> 549268.87500000000      4830279.50000000000
>> 546043.87500000000      4830263.50000000000
>> 547657.87500000000      4830262.50000000000
>> 544418.81250000000      4830223.50000000000
>> 581511.93750000000      4829738.50000000000
>> 580698.93750000000      4829733.50000000000
>> 579885.93750000000      4829728.50000000000
>> 579077.93750000000      4829708.50000000000
>> 576659.93750000000      4829688.50000000000
>> 577464.93750000000      4829688.50000000000
>> 578270.93750000000      4829688.50000000000
>> 575854.93750000000      4829672.50000000000
>> 575050.93750000000      4829656.50000000000
>> 574257.93750000000      4829654.50000000000
>> 573464.93750000000      4829653.50000000000
>> 572659.93750000000      4829649.50000000000
>> 571855.93750000000      4829646.50000000000
>> 571059.93750000000      4829638.50000000000
>> 570263.93750000000      4829630.50000000000
>> 569457.93750000000      4829624.50000000000
>> 568652.93750000000      4829618.50000000000
>> 567843.93750000000      4829607.50000000000
>> 567035.93750000000      4829597.50000000000
>> 566226.93750000000      4829584.50000000000
>> 565418.93750000000      4829571.50000000000
>> 564611.93750000000      4829567.50000000000
>> 563804.93750000000      4829563.50000000000
>> 563008.93750000000      4829545.50000000000
>> 560611.87500000000      4829528.50000000000
>> 561411.93750000000      4829527.50000000000
>> 562212.93750000000      4829527.50000000000
>> 559807.87500000000      4829521.50000000000
>> 557403.87500000000      4829515.50000000000
>> 558203.87500000000      4829514.50000000000
>> 559004.87500000000      4829514.50000000000
>> 556599.87500000000      4829513.50000000000
>> 555796.87500000000      4829512.50000000000
>> 554953.87500000000      4829507.50000000000
>> 554111.87500000000      4829503.50000000000
>> 553303.87500000000      4829499.50000000000
>> 552496.87500000000      4829496.50000000000
>> 551691.87500000000      4829491.50000000000
>> 550887.87500000000      4829486.50000000000
>> 550085.87500000000      4829478.50000000000
>> 549283.87500000000      4829471.50000000000
>> 548476.87500000000      4829461.50000000000
>> 546059.81250000000      4829455.50000000000
>> 546864.81250000000      4829453.50000000000
>> 547670.87500000000      4829451.50000000000
>> 545242.81250000000      4829436.50000000000
>> 544426.81250000000      4829417.50000000000
>> 581522.93750000000      4828937.50000000000
>> 579898.93750000000      4828926.50000000000
>> 578283.93750000000      4828894.50000000000
>> 576673.93750000000      4828887.50000000000
>> 575063.93750000000      4828860.50000000000
>> 573478.93750000000      4828856.50000000000
>> 571872.93750000000      4828837.50000000000
>> 570274.93750000000      4828820.50000000000
>> 568659.93750000000      4828817.50000000000
>> 567048.93750000000      4828792.50000000000
>> 565432.87500000000      4828770.50000000000
>> 563809.87500000000      4828762.50000000000
>> 562218.87500000000      4828728.50000000000
>> 560620.87500000000      4828723.50000000000
>> 559008.87500000000      4828715.50000000000
>> 557405.87500000000      4828710.50000000000
>> 555793.87500000000      4828708.50000000000
>> 554113.87500000000      4828700.50000000000
>> 552504.87500000000      4828692.50000000000
>> 550893.87500000000      4828679.50000000000
>> 549288.87500000000      4828664.50000000000
>> 546057.81250000000      4828647.50000000000
>> 547675.81250000000      4828646.50000000000
>> 581534.93750000000      4828137.50000000000
>> 580723.93750000000      4828131.50000000000
>> 579912.93750000000      4828125.50000000000
>> 579104.93750000000      4828113.50000000000
>> 578296.93750000000      4828101.50000000000
>> 577491.93750000000      4828094.50000000000
>> 576687.93750000000      4828087.50000000000
>> 575882.93750000000      4828075.50000000000
>> 575077.93750000000      4828064.50000000000
>> 574284.93750000000      4828062.50000000000
>> 573492.93750000000      4828060.50000000000
>> 572690.93750000000      4828044.50000000000
>> 571889.93750000000      4828029.50000000000
>> 571087.93750000000      4828020.50000000000
>> 568667.87500000000      4828016.50000000000
>> 569476.87500000000      4828013.50000000000
>> 570285.87500000000      4828011.50000000000
>> 567864.87500000000      4828002.50000000000
>> 567061.87500000000      4827988.50000000000
>> 566254.87500000000      4827979.50000000000
>> 565447.87500000000      4827970.50000000000
>> 564631.87500000000      4827965.50000000000
>> 563815.87500000000      4827961.50000000000
>> 563019.87500000000      4827945.50000000000
>> 562224.87500000000      4827929.50000000000
>> 561427.87500000000      4827924.50000000000
>> 560630.87500000000      4827919.50000000000
>> 559821.87500000000      4827917.50000000000
>> 559013.87500000000      4827916.50000000000
>> 558210.87500000000      4827911.50000000000
>> 557407.87500000000      4827906.50000000000
>> 555790.87500000000      4827905.50000000000
>> 556598.87500000000      4827905.50000000000
>> 554953.87500000000      4827901.50000000000
>> 554116.87500000000      4827897.50000000000
>> 553314.87500000000      4827892.50000000000
>> 552513.87500000000      4827888.50000000000
>> 551706.87500000000      4827880.50000000000
>> 550899.87500000000      4827872.50000000000
>> 550096.81250000000      4827864.50000000000
>> 549293.81250000000      4827857.50000000000
>> 548486.81250000000      4827849.50000000000
>> 547680.81250000000      4827842.50000000000
>> 546868.81250000000      4827840.50000000000
>> 546056.81250000000      4827839.50000000000
>> 545247.81250000000      4827823.50000000000
>> 544439.81250000000      4827808.50000000000
>> 581547.93750000000      4827342.50000000000
>> 579928.93750000000      4827326.50000000000
>> 578311.93750000000      4827303.50000000000
>> 576700.93750000000      4827288.50000000000
>> 575097.87500000000      4827262.50000000000
>> 573503.87500000000      4827255.50000000000
>> 571901.87500000000      4827229.50000000000
>> 570293.87500000000      4827212.50000000000
>> 568683.87500000000      4827208.50000000000
>> 567078.87500000000      4827184.50000000000
>> 565470.87500000000      4827164.50000000000
>> 563834.87500000000      4827155.50000000000
>> 562230.87500000000      4827134.50000000000
>> 560626.87500000000      4827118.50000000000
>> 559019.87500000000      4827109.50000000000
>> 557407.87500000000      4827100.50000000000
>> 555792.87500000000      4827098.50000000000
>> 554127.87500000000      4827090.50000000000
>> 552523.81250000000      4827076.50000000000
>> 550906.81250000000      4827065.50000000000
>> 549302.81250000000      4827052.50000000000
>> 547691.81250000000      4827037.50000000000
>> 546074.81250000000      4827034.50000000000
>> 581561.93750000000      4826547.50000000000
>> 580752.87500000000      4826537.50000000000
>> 579944.87500000000      4826527.50000000000
>> 579135.87500000000      4826516.50000000000
>> 578327.87500000000      4826506.50000000000
>> 577520.87500000000      4826498.50000000000
>> 576714.87500000000      4826490.50000000000
>> 575915.87500000000      4826475.50000000000
>> 575117.87500000000      4826460.50000000000
>> 574316.87500000000      4826455.50000000000
>> 573515.87500000000      4826450.50000000000
>> 572714.87500000000      4826439.50000000000
>> 571913.87500000000      4826429.50000000000
>> 571107.87500000000      4826421.50000000000
>> 570301.87500000000      4826413.50000000000
>> 569500.87500000000      4826406.50000000000
>> 568699.87500000000      4826400.50000000000
>> 567897.87500000000      4826390.50000000000
>> 567096.87500000000      4826381.50000000000
>> 566295.87500000000      4826370.50000000000
>> 565494.87500000000      4826359.50000000000
>> 564673.87500000000      4826354.50000000000
>> 563853.87500000000      4826350.50000000000
>> 563044.87500000000      4826344.50000000000
>> 562236.87500000000      4826339.50000000000
>> 561429.87500000000      4826328.50000000000
>> 560623.87500000000      4826317.50000000000
>> 559824.87500000000      4826310.50000000000
>> 559026.87500000000      4826303.50000000000
>> 558217.87500000000      4826299.50000000000
>> 557408.87500000000      4826295.50000000000
>> 556601.87500000000      4826293.50000000000
>> 555794.87500000000      4826291.50000000000
>> 554966.81250000000      4826287.50000000000
>> 554138.81250000000      4826284.50000000000
>> 553335.81250000000      4826274.50000000000
>> 552533.81250000000      4826265.50000000000
>> 551723.81250000000      4826261.50000000000
>> 550913.81250000000      4826258.50000000000
>> 550112.81250000000      4826253.50000000000
>> 549311.81250000000      4826248.50000000000
>> 548506.81250000000      4826240.50000000000
>> 547702.81250000000      4826232.50000000000
>> 546897.81250000000      4826230.50000000000
>> 546092.81250000000      4826229.50000000000
>> 545271.81250000000      4826211.50000000000
>> 544451.81250000000      4826193.50000000000
>> 581563.87500000000      4825740.50000000000
>> 579949.87500000000      4825722.50000000000
>> 578340.87500000000      4825707.50000000000
>> 576725.87500000000      4825683.50000000000
>> 575118.87500000000      4825665.50000000000
>> 573522.87500000000      4825647.50000000000
>> 571918.87500000000      4825633.50000000000
>> 570310.87500000000      4825621.50000000000
>> 568704.87500000000      4825603.50000000000
>> 567101.87500000000      4825596.50000000000
>> 565496.87500000000      4825581.50000000000
>> 563853.87500000000      4825546.50000000000
>> 562244.87500000000      4825530.50000000000
>> 560635.87500000000      4825522.50000000000
>> 559024.87500000000      4825504.50000000000
>> 557409.81250000000      4825499.50000000000
>> 555792.81250000000      4825488.50000000000
>> 554144.81250000000      4825480.50000000000
>> 552537.81250000000      4825455.50000000000
>> 549324.81250000000      4825451.50000000000
>> 546093.81250000000      4825424.50000000000
>> 547705.81250000000      4825420.50000000000
>> 581566.87500000000      4824933.50000000000
>> 580760.87500000000      4824925.50000000000
>> 579954.87500000000      4824918.50000000000
>> 579153.87500000000      4824913.50000000000
>> 578353.87500000000      4824909.50000000000
>> 577544.87500000000      4824892.50000000000
>> 576736.87500000000      4824876.50000000000
>> 575928.87500000000      4824873.50000000000
>> 575120.87500000000      4824870.50000000000
>> 574325.87500000000      4824857.50000000000
>> 573530.87500000000      4824844.50000000000
>> 572726.87500000000      4824840.50000000000
>> 571923.87500000000      4824837.50000000000
>> 571121.87500000000      4824833.50000000000
>> 570319.87500000000      4824829.50000000000
>> 569514.87500000000      4824818.50000000000
>> 567106.87500000000      4824812.50000000000
>> 567907.87500000000      4824809.50000000000
>> 566302.87500000000      4824808.50000000000
>> 568709.87500000000      4824807.50000000000
>> 565499.87500000000      4824804.50000000000
>> 564676.87500000000      4824773.50000000000
>> 563854.87500000000      4824743.50000000000
>> 563053.87500000000      4824732.50000000000
>> 560648.87500000000      4824727.50000000000
>> 561450.87500000000      4824724.50000000000
>> 562252.87500000000      4824721.50000000000
>> 559835.81250000000      4824716.50000000000
>> 559023.81250000000      4824705.50000000000
>> 557410.81250000000      4824704.50000000000
>> 558216.81250000000      4824704.50000000000
>> 556600.81250000000      4824694.50000000000
>> 555791.81250000000      4824685.50000000000
>> 554971.81250000000      4824681.50000000000
>> 554151.81250000000      4824677.50000000000
>> 553346.81250000000      4824661.50000000000
>> 549337.81250000000      4824655.50000000000
>> 552541.81250000000      4824645.50000000000
>> 548522.81250000000      4824632.50000000000
>> 546095.81250000000      4824619.50000000000
>> 546901.81250000000      4824614.50000000000
>> 547708.81250000000      4824609.50000000000
>> 581576.87500000000      4824131.50000000000
>> 579957.87500000000      4824114.50000000000
>> 578352.87500000000      4824104.50000000000
>> 576744.87500000000      4824073.50000000000
>> 575129.87500000000      4824064.50000000000
>> 573538.87500000000      4824041.50000000000
>> 571927.87500000000      4824036.50000000000
>> 570323.87500000000      4824023.50000000000
>> 567100.87500000000      4824009.50000000000
>> 568715.87500000000      4824005.50000000000
>> 565496.81250000000      4823998.50000000000
>> 563861.81250000000      4823935.50000000000
>> 562256.81250000000      4823919.50000000000
>> 560644.81250000000      4823918.50000000000
>> 557409.81250000000      4823902.50000000000
>> 559026.81250000000      4823899.50000000000
>> 581587.87500000000      4823329.5000
>
> ...
>
> [Messaggio troncato]



--
Antonio, Fabio Di Narzo
Ph.D. student at
Department of Statistical Sciences
University of Bologna, Italy

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