Subversion Repositories – MLAB

/Designs/Laboratory_instruments/HVlamp/data/ @ 3768   →   /Designs/Laboratory_instruments/HVlamp/data/ @ 3769

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/Designs/Laboratory_instruments/HVlamp/data/spektrum/.ipynb_checkpoints/spectrum-checkpoint.ipynb
0,0 → 1,137
{
"metadata": {
"name": ""
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"%pylab inline\n",
"import glob"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"prompt_number": 31
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list_of_files = [ './Krypton00000.txt']"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 113
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"datalist = [ ( pylab.loadtxt(filename,skiprows=20,comments='>'), filename ) for filename in list_of_files ]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 114
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pylab.legend()\n",
"pylab.title(\"Kr Bulb Spectrum\")\n",
"pylab.xlabel(\"[nm]\")\n",
"pylab.ylabel(\"Amp\")\n",
"\n",
"for data, label in datalist:\n",
" pylab.plot( data[:,0], data[:,1], label=label)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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ne8o3b95MZGQkNpuNhIQEr9yPWkS8S1/Ljq3VQubf//43//znP7F81w+fN28e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\n",
"text": [
"<matplotlib.figure.Figure at 0x7f8b3225c490>"
]
}
],
"prompt_number": 127
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list_of_files=glob.glob('./Kr*.txt')\n",
"datalist = [ ( pylab.loadtxt(filename,skiprows=20,comments='>'), filename ) for filename in list_of_files ]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 102
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"fig, ax = plt.subplots(figsize=(20,7))\n",
"\n",
"\n",
"for data, label in datalist:\n",
" ax.plot( data[:,0], data[:,1], label=label )\n",
"\n",
"#ax.legend(loc='upper right')\n",
"ax.set_xlim(200, 900)\n",
"ax.set_ylim(600, 4000)\n",
"ax.grid()\n",
"ax.set_xlabel('[nm]')\n",
"ax.set_ylabel('Ampl.')\n",
"ax.set_title('Kr Bulb Spectrum')\n",
"ax.xaxis.set_major_locator(MultipleLocator(50))\n",
"ax.xaxis.set_major_formatter(FormatStrFormatter('%d'))\n",
"ax.xaxis.set_minor_locator(MultipleLocator(5))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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O3DkRH8x4AgAAAACkpPCMJ9ixTwNeoPAESfS7WpGfDfm5Izsb8rMhPxvyc0d2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\n8ZRrj+eSktyUGwZLPFkAsLHqcWHlFw/5kl8xeDzZvhcPVn7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8eDE2bNiA559/PtL92XAM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\nA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BnKyeDQQ4FjjqHX3bv7xw5HmfDkoochlSgrxB139Ho8lZdTG8tnKysLP1VB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\nZrntDBH7iFKbRHj9de4DhYwMDv7rbaozM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"text": [
"<matplotlib.figure.Figure at 0x7f8b31e58750>"
]
}
],
"prompt_number": 153
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00000.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:00 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 505.00
195.93 505.00
196.21 488.00
196.48 749.00
196.75 786.00
197.02 957.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00001.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:03 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 477.00
195.93 477.00
196.21 483.00
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196.75 780.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00002.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:06 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 461.00
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196.75 745.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00003.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:09 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00004.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:12 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00005.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:15 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00006.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:18 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00007.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:21 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00009.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:27 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 474.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00011.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:33 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 487.00
195.93 487.00
196.21 496.00
196.48 753.00
196.75 766.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00012.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:36 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
195.39 481.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00013.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:39 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton00015.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:45 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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1123.07 1129.00
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1124.02 1025.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/Krypton21.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:49:15 CET 2014
User: root
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3000000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/_Krypton00008.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:24 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/_Krypton00010.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:30 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 493.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/_Krypton00014.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:27:42 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 482.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/doutnavka.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:44:58 CET 2014
User: root
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 2000000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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195.66 487.00
195.93 487.00
196.21 490.00
196.48 702.00
196.75 720.00
197.02 905.00
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207.03 898.00
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/krypton.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:23:38 CET 2014
User: zakladatel
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3001000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/krypton2.txt
0,0 → 1,3666
SpectraSuite Data File
++++++++++++++++++++++++++++++++++++
Date: Tue Nov 25 13:49:15 CET 2014
User: root
Dark Spectrum Present: No
Reference Spectrum Present: No
Number of Sampled Component Spectra: 1
Spectrometers: HR4C2547
Integration Time (usec): 3000000 (HR4C2547)
Spectra Averaged: 1 (HR4C2547)
Boxcar Smoothing: 0 (HR4C2547)
Correct for Electrical Dark: No (HR4C2547)
Strobe/Lamp Enabled: No (HR4C2547)
Correct for Detector Non-linearity: No (HR4C2547)
Correct for Stray Light: No (HR4C2547)
Number of Pixels in Processed Spectrum: 3648
>>>>>Begin Processed Spectral Data<<<<<
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1064.52 1006.00
1064.77 929.00
1065.01 824.00
1065.25 874.00
1065.49 936.00
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1066.21 904.00
1066.45 924.00
1066.69 787.00
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1067.66 802.00
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1069.10 916.00
1069.34 1006.00
1069.59 780.00
1069.83 761.00
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1070.55 716.00
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1071.03 892.00
1071.27 1027.00
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1073.44 788.00
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1074.16 1160.00
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1074.64 763.00
1074.88 1001.00
1075.12 1033.00
1075.36 832.00
1075.60 901.00
1075.84 887.00
1076.09 905.00
1076.33 760.00
1076.57 876.00
1076.81 944.00
1077.05 1073.00
1077.29 785.00
1077.53 873.00
1077.77 967.00
1078.01 979.00
1078.25 828.00
1078.49 819.00
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1078.97 1043.00
1079.21 840.00
1079.45 763.00
1079.69 900.00
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1080.17 785.00
1080.41 854.00
1080.66 1003.00
1080.90 960.00
1081.14 794.00
1081.38 685.00
1081.62 906.00
1081.86 867.00
1082.10 841.00
1082.34 837.00
1082.58 925.00
1082.82 907.00
1083.06 835.00
1083.30 827.00
1083.54 986.00
1083.78 950.00
1084.02 762.00
1084.26 757.00
1084.50 972.00
1084.74 904.00
1084.98 747.00
1085.22 736.00
1085.46 979.00
1085.70 1029.00
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1086.18 850.00
1086.42 921.00
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1088.10 828.00
1088.34 960.00
1088.58 1013.00
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1089.31 941.00
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1090.03 751.00
1090.27 952.00
1090.51 888.00
1090.75 784.00
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1091.23 948.00
1091.47 941.00
1091.71 785.00
1091.95 764.00
1092.19 912.00
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1092.67 741.00
1092.91 688.00
1093.15 1005.00
1093.39 1044.00
1093.63 772.00
1093.87 796.00
1094.11 929.00
1094.35 1032.00
1094.59 858.00
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1095.06 943.00
1095.30 916.00
1095.54 880.00
1095.78 912.00
1096.02 976.00
1096.26 1023.00
1096.50 819.00
1096.74 710.00
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1100.10 1024.00
1100.34 974.00
1100.58 835.00
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1101.06 888.00
1101.30 814.00
1101.54 884.00
1101.78 899.00
1102.02 978.00
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1102.50 883.00
1102.74 989.00
1102.98 1012.00
1103.22 776.00
1103.45 817.00
1103.69 896.00
1103.93 1062.00
1104.17 868.00
1104.41 768.00
1104.65 925.00
1104.89 911.00
1105.13 770.00
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1105.61 926.00
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1106.09 747.00
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1106.57 928.00
1106.81 932.00
1107.05 740.00
1107.29 792.00
1107.53 979.00
1107.76 1016.00
1108.00 768.00
1108.24 811.00
1108.48 1004.00
1108.72 957.00
1108.96 857.00
1109.20 739.00
1109.44 836.00
1109.68 1138.00
1109.92 775.00
1110.16 804.00
1110.40 1099.00
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1110.88 880.00
1111.12 745.00
1111.35 945.00
1111.59 998.00
1111.83 747.00
1112.07 789.00
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1112.55 1057.00
1112.79 800.00
1113.03 830.00
1113.27 987.00
1113.51 974.00
1113.75 779.00
1113.99 888.00
1114.22 977.00
1114.46 1016.00
1114.70 737.00
1114.94 700.00
1115.18 1092.00
1115.42 1038.00
1115.66 786.00
1115.90 790.00
1116.14 914.00
1116.38 940.00
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1117.09 966.00
1117.33 960.00
1117.57 743.00
1117.81 743.00
1118.05 941.00
1118.29 914.00
1118.53 743.00
1118.77 808.00
1119.00 826.00
1119.24 938.00
1119.48 786.00
1119.72 733.00
1119.96 873.00
1120.20 905.00
1120.44 801.00
1120.68 763.00
1120.92 1045.00
1121.15 930.00
1121.39 842.00
1121.63 812.00
1121.87 929.00
1122.11 964.00
1122.35 890.00
1122.59 853.00
1122.83 869.00
1123.07 1165.00
1123.30 824.00
1123.54 848.00
1123.78 1032.00
1124.02 1043.00
1124.26 802.00
1124.50 791.00
1124.74 932.00
1124.97 976.00
1125.21 814.00
1125.45 801.00
1125.69 944.00
1125.93 960.00
>>>>>End Processed Spectral Data<<<<<

/Designs/Laboratory_instruments/HVlamp/data/spektrum/spectrum.ipynb
0,0 → 1,137
{
"metadata": {
"name": ""
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"%pylab inline\n",
"import glob"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"Populating the interactive namespace from numpy and matplotlib\n"
]
}
],
"prompt_number": 4
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list_of_files = [ './doutnavka.txt']"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 3
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"datalist = [ ( pylab.loadtxt(filename,skiprows=20,comments='>'), filename ) for filename in list_of_files ]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 5
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"pylab.legend()\n",
"pylab.title(\"Kr Bulb Spectrum\")\n",
"pylab.xlabel(\"[nm]\")\n",
"pylab.ylabel(\"Amp\")\n",
"\n",
"for data, label in datalist:\n",
" pylab.plot( data[:,0], data[:,1], label=label)"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
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ne8o3b95MZGQkNpuNhIQEr9yPWkS8S1/Ljq3VQubf//43//znP7F81w+fN28e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\n",
"text": [
"<matplotlib.figure.Figure at 0x7f8b3225c490>"
]
}
],
"prompt_number": 127
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"list_of_files=glob.glob('./Kr*.txt')\n",
"datalist = [ ( pylab.loadtxt(filename,skiprows=20,comments='>'), filename ) for filename in list_of_files ]"
],
"language": "python",
"metadata": {},
"outputs": [],
"prompt_number": 102
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"fig, ax = plt.subplots(figsize=(20,7))\n",
"\n",
"\n",
"for data, label in datalist:\n",
" ax.plot( data[:,0], data[:,1], label=label )\n",
"\n",
"#ax.legend(loc='upper right')\n",
"ax.set_xlim(350, 900)\n",
"ax.set_ylim(600, 4000)\n",
"ax.grid()\n",
"ax.set_xlabel('[nm]')\n",
"ax.set_ylabel('Ampl.')\n",
"ax.set_title('Kr Bulb Spectrum')\n",
"ax.xaxis.set_major_locator(MultipleLocator(50))\n",
"ax.xaxis.set_major_formatter(FormatStrFormatter('%d'))\n",
"ax.xaxis.set_minor_locator(MultipleLocator(5))"
],
"language": "python",
"metadata": {},
"outputs": [
{
"metadata": {},
"output_type": "display_data",
"png": 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EJH1IPAEAgJIstdqFtXWr9PLLpZ+Tlla7/BlPrlrtLLxHVDyVxl3tAAD1ROIJ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3yTPzuNnXv28Pvcdx/R3/7G36WiePrTn3is0LFzp/d80C/SUXa2t3M+hiKE9qgjnoIOnpaVeeLJ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\nWxI36XusIPShteE4UCavucbkIYk0fz33HPdHNwShJYLB6B5POJGNpsDu3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BEjvMrKSu+6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\nI5SLGDkAAAAASUVORK5CYII=\n",
"text": [
"<matplotlib.figure.Figure at 0x7fe73829db10>"
]
}
],
"prompt_number": 9
},
{
"cell_type": "code",
"collapsed": false,
"input": [],
"language": "python",
"metadata": {},
"outputs": []
}
],
"metadata": {}
}
]
}