Created
February 24, 2013 01:29
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1mM HAuCl4 absorption spectra (to see if it is discernable in np extinction spectruM)
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{ | |
"metadata": { | |
"name": "HAuCL4" | |
}, | |
"nbformat": 3, | |
"nbformat_minor": 0, | |
"worksheets": [ | |
{ | |
"cells": [ | |
{ | |
"cell_type": "heading", | |
"level": 1, | |
"metadata": {}, | |
"source": [ | |
"Absorbance spectra from 1mM HAuCl4" | |
] | |
}, | |
{ | |
"cell_type": "heading", | |
"level": 3, | |
"metadata": {}, | |
"source": [ | |
"To try to confer that all Au is consumed in NP process" | |
] | |
}, | |
{ | |
"cell_type": "raw", | |
"metadata": {}, | |
"source": [ | |
"Batch notes:\n", | |
"\n", | |
"Put 3mL h20 in quartz cuvette.\n", | |
"\n", | |
"Signal was stable so I added 300uL 10mM HaUcl\n", | |
" -Big change\n", | |
" -I stirred nicely but saw a transient effect where a peak at\n", | |
" 268 actually disappeared while 330-450 signal grew\n", | |
" -Is this some dissolving process? If so why, soln is already in h20! So what...?\n", | |
" Is UV destroying it?\n", | |
" " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"from pyuvvis import *\n", | |
"from pyuvvis.IO.gwu_interfaces import from_oceanoptics\n", | |
"plt.figsize(7,7)\n", | |
"\n", | |
"ts=from_oceanoptics('HAuCl4_data', sample_by=2)\n", | |
"ts.name='HAuCl4_data'\n", | |
"ts.save('HAuCl4.pickle')\n", | |
"\n", | |
"ts=ts.sub(ts.darkseries, axis=0)\n", | |
"\n", | |
"specplot(ts)\n", | |
"ts=ts.as_interval('s')\n", | |
"areaplot(ts)" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"Warning: Recomputing area from shape (651, 71) to (1, 71)\n" | |
] | |
}, | |
{ | |
"output_type": "pyout", | |
"prompt_number": 21, | |
"text": [ | |
"<matplotlib.axes.AxesSubplot at 0x7f7a685fe650>" | |
] | |
}, | |
{ | |
"output_type": "display_data", | |
"png": 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Zbj0ai7LynkqLgdJc9BQrpXYmDh2KF0nF0Ndyl6odY2djuLXzxl/PnmDhtA8b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mzYMIYMGcLMmTMpLi7u0Wz9okD+VFVVFeXl5URHR3Pq1CkmTJgAwIQJEygpKQE6d8TEiRNd6wQH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\nRK5CYII=\n" | |
}, | |
{ | |
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/fz927tyJAwcOAADS09NRUlKCvLw8xMbG4tVXXwUA1NXVISkpCZs2bUJaWhqS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\npmYAAAAASUVORK5CYII=\n" | |
} | |
], | |
"prompt_number": 21 | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"h20=ts.ix[:,100.0:200.0]\n", | |
"mid=ts.ix[:,402.0:450.0]\n", | |
"end=ts.ix[:,500.::]" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [], | |
"prompt_number": 22 | |
}, | |
{ | |
"cell_type": "heading", | |
"level": 1, | |
"metadata": {}, | |
"source": [ | |
"Absorbance HAuCL4" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"end.baseline=h20.mean(axis=1)\n", | |
"\n", | |
"absplot(end)" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"stream": "stderr", | |
"text": [ | |
"/usr/local/EPD/lib/python2.7/site-packages/pandas/core/frame.py:3576: FutureWarning: rename with inplace=True will return None from pandas 0.11 onward\n", | |
" \" from pandas 0.11 onward\", FutureWarning)\n" | |
] | |
}, | |
{ | |
"output_type": "pyout", | |
"prompt_number": 23, | |
"text": [ | |
"<matplotlib.axes.AxesSubplot at 0x7f7a686baad0>" | |
] | |
}, | |
{ | |
"output_type": "display_data", | |
"png": 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sAF/1t25rDIVcgb+c7eCXeqraYx4pl3HUwh3mHF5bqU621Aw2dJccQghpMINp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\nRHZYHImIiOywOBIREdn5L0fhsHmp7jw7AAAAAElFTkSuQmCC\n" | |
} | |
], | |
"prompt_number": 23 | |
}, | |
{ | |
"cell_type": "heading", | |
"level": 2, | |
"metadata": {}, | |
"source": [ | |
"Interesting transient event directly after drop that was not stirring" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"collapsed": false, | |
"input": [ | |
"mid.baseline=0\n", | |
"specplot(mid)\n", | |
"absplot(mid)" | |
], | |
"language": "python", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"output_type": "stream", | |
"stream": "stdout", | |
"text": [ | |
"Warning: Recomputing area from shape (651, 5) to (1, 5)\n" | |
] | |
}, | |
{ | |
"output_type": "pyout", | |
"prompt_number": 29, | |
"text": [ | |
"<matplotlib.axes.AxesSubplot at 0x7f7a69051150>" | |
] | |
}, | |
{ | |
"output_type": "display_data", | |
"png": 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z4P654ystbzm4JT4XnaioqDBQZFUzSTej0LFxPWbKs5cr7qnOhg5DCA0pkEZA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\n9jCvlnhRlTQXV1etKxJCiJaRGaSwKktqDfVeaQz3HyXNUQjh1KRBOoC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| |
}, | |
{ | |
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E6BhSHFsgVmPgDDigtXOOXbtCaSlmmoNoPcXR7vMCki+1Sb7UZedsVpHi2AJ6\ntYE74LLksCqlpRBwEKuSOUchhOgspDi2gF5j4Em35rAqpaVoaQ5iNTLnaDeSL7XZOZ+ds1mlQ4tj\nUVER+fn5DBw4kKeeeuq49S+++CIFBQUUFBRw5ZVXsnXr1g7o5fHMGgNPuqv1h1WDQaipQQs40Ou5\nlEMIIUTH6NDiOHPmTObOnUthYSFPP/00hw4dqrO+f//+FBUVUVxczHnnncdDDz3UQT39ipCJP02D\nmhrIymp5Ow4HZGXh9Mp1jnYk+VKbnfPZOZtVOqw4VlRUADBx4kTy8vKYOnUqK1asqLPNWWedRWZm\nJgDTpk3jvffea/d+1itk4nfp0L17osC1RteuuLymPJVDCCE6EVdH7XjVqlUMHjw4uTxkyBCWL1/O\ntGnT6t3+j3/8IxdddFG966699lr6HnmmYlZWFsOHD08eU6/9C8nK5fVVxaSbYyA7u/XtuVx8uW0V\nqnr0cesnT57cJv3vLMuSL7WXJZ8sd5bl2u937dqFVTSllLKstWYoLCzk+eefZ8GCBQA8++yz7N27\nt95Dp4WFhcyYMYMPP/yQrK8cxtQ0jfaOsDjwHl/8w+C6xx6Cd99tXWMXXsjtP7iFb97tZ+qe8dZ0\nUAghvsasqAsddlh19OjRbN68Obm8YcMGxo4de9x269at4/rrr+f1118/rjB2BKUUzogiI14DXbq0\nvsGuXfESQavnsOqxfxXZkeRLbZIvddk5m1U6rDjWziUWFRWxa9cuFi9ezJgxY+pss3v3br73ve/x\n4osvMmDAgI7o5nGUrkCDzFBV607GqdW1K36jGkdNhwzghRBC1KPD5hwB5syZw/Tp04nH48yYMYPu\n3bszd+5cAKZPn86DDz5IaWkp119/PQBut5uVK1d2ZJcxwyYxL3SpqLBs5OiPVeOIK5Sh0JxaclXt\ncXW7knypTfKlLjtns0qHzTlapb3nHGMHY7x96ocMvP1DBhsG3Htv6xp88kn+qOv0u3ck39g/Dlew\nQ/9eEUKIlJfSc46pyoyYRL0QLC21ZuTYpQuB8nLiadpxj62y+7yA5Ettki912TmbVaQ4NpMZNom6\nIXDokDVzjsEg6VVVxPxg1si1jkII0RlIcWwmI2wQ9RwpjlaMHINB0svLifi14+6SY/d5AcmX2iRf\n6rJzNqtIcWymSNgg5gVXaallI8dAeTkRvzrusKoQQoiOIcWxmcI1OroHKC+3buR4+DBhn8w52o3k\nS212zmf+P0qLAAAgAElEQVTnbFaR4thM4ZCO4dOgrMyakWNGBumlpYQauPm4EEKI9ifFsZnCIR3l\n1SwdOQYOHaLGp467+bjd5wUkX2qTfKnLztmsIsWxmSIhI1EcTRN8vtY36PeTXllJjUdhhGTkKIQQ\nnYEUx2aKhnWUh8SoUdMa3b5RmobP5yPkBV3mHG1F8qU2O+ezczarSHFspljIALeyZr7xCC0YxPBD\npEa3rE0hhBAtJ8WxmWJhA81tWjPfWCsYRHkhUl23ONp9XkDypTbJl7rsnM0qUhybKR420FympSNH\ngkHwQlRGjkII0SlIcWwmPWzidOiNjhz3VOzhieVPULijkLJw2YkbDQbRPCZxmXO0FcmX2uycz87Z\nrCLFsZn0iIFDi59w5Li7Yjff/Os3WblvJXcW3knfJ/py3WvXUR2rrv8NGRk43McXRyGEEB1DimMz\nmWETlxZrcOR4OHSYKfOn8D8j/ocXL3mR1T9dzec3f45u6lz/7+vrbzQYxOnW0UNyb1U7kXypzc75\n7JzNKlIcm8mMmDjNSIMjxxvevIGLTr2IWeNmJV/L8mXxh2l/4N1d77LiixXHvykYxOmIY8hTOYQQ\nolOQ4thMKmziNsP1jhx3le+icEchD0x+4Lh16Z50Hpj8AA+8d/w6gkFcWgwzJHOOdiL5Upud89k5\nm1WkODZXVOGKh+odOT6z6hmuHX4t6Z70et/6w9N/yMq9K9leur3uimAQN2FUWEaOQgjRGUhxbCYV\nMfHEqo4rjrqp85fiv3D9yAbmFQG/288tY2/hvqX31V0RDOI1wiD3VrUVyZfa7JzPztmsIsWxmRwR\nhSdSedxh1aLPi+gT7MPAbgNP+P7/Hfm//Gfrf4gb8aMvBoN4jGq0kIwchRCiM5Di2ExaVOENlR83\ncnxl4yt8f8j3G31/j0AP+nXpx8q9K4++mJGBL1aFFlF1trX7vIDkS22SL3XZOZtVpDg2kyOq8NaU\n1hk5msrk1c2v8r387zWpjamnTGXRjkVHXwgG8UUrcIZVw28SQgjRbqQ4NpMzovBVHobMzORrH+75\nkOy07EYPqdaa2n8qiz9bfPSFYJC0mlKcEYVSRwuk3ecFJF9qk3ypy87ZrCLFsZmcUYXPZYDTmXzt\n7c/e5qJTL2pyG+Nyx/HpwU8pj5QnXggGSa8ox/AkrqMUQgjRsaQ4NpMrqkjz1n2O40d7PuLsPmc3\nuQ2fy8e43HG8u/PdxAvBIIGyMmJ+DfOYGwHYfV5A8qU2yZe67JzNKq7GNti6dSuffPIJW7ZsQdM0\nTj31VEaMGMGgQYPao3+djisGaWlHP7a4EWfVvlWM6TOmWe2c3edsVuxdwXfzvwsZGQTKyjjkAyNk\n4MZtdbeFEEI0Q4Mjx5dffplzzz2Xm266iQ8//JCsrCyCwSAffPABN954I+eccw6vvPJKe/a1U3BH\nFWnpR4vX0l1LGdx9MN3TujernRG9RrDmwJrEgtNJQCmiXjCPuZzD7vMCki+1Sb7UZedsVmlw5Lhz\n505efPFFcnJy6l2/f/9+/vrXv7ZZxzojZSo8cY1A0J987bUtr/Hdwd9tdlsjckawZv8alFJomka6\n00nEqzBC8mQOIYToaA2OHGfNmtVgYQTo1asXs2bNanC9HcUjBjG3whvMSL62dNdSzu13brPb6p3R\nG4Vif/V+AAJuNxEvGMc8tsru8wKSL7VJvtRl52xWOeGc4+rVq1mxYgXLly8HYOzYsYwZM4ZRo0a1\nS+c6m1CNTswL2pEbAJSGS9ldsZsRvUY0uy1N05Kjx94ZvQl4vdSouodVhRBCdIwGR46zZ8/m5ptv\nJhqN8sMf/pArr7ySSCTCzTffzF133dWefew0QjU6cQ+Qnrix+OZDm8nPzsflaPS8pnoNzxmenHcM\neL2EfKrOyNHu8wKSL7VJvtRl52xWafC3+oIFC1i1ahXdunVLvnbBBRdwzTXXMHr0aH7961+3Swc7\nk1BYJ+5REAgAsO3wNgZ2bdqF//XJ757Pkl1LAHBlZBADoiHdiq4KIYRohQZHjllZWRQWFh73emFh\nIV3qeZbh10G4RsdwHy2OW0u3Mqhbyy9pGdhtINsOb0ssBIMYXkW46mhxtPu8gORLbZIvddk5m1Ua\nHDm++OKL3Hrrrdx999306NEDgC+//JLBgwfzt7/9rd062JlEQjqGq+7IsSVnqtYa2HUg20qPFkez\nUhGulpGjEEJ0tAaLY35+Pm+++SYA27dvRynFwIEtP4RoB5GwgeE2jxbH0m1Nvp9qfXoEehA34pSF\ny+iSkYHymERrjhZHu88LSL7UJvlSl52zWaVJt48bMGBAncK4efPmNutQZxYN6ZhOAwIBlFJsL93e\nqjlHTdPIzcxlT+UeCAZRLoNYjVznKIQQHa1F91adOnWq1f1ICdGwgXIliuOB6gP4XX4yfZmNv/EE\nTs48mT0VieKoOePEQ3Kdo11IvtRm53x2zmaVBg+r/uxnP2vwTWVlZW3Smc4uFjJRmg6BAFsPb23V\nIdVafYJ9+KLyCwgGcTjixKtl5CiEEB2tweL4wgsv8Nhjj+H1etG0o0+hUErx97//vV0619nEwzqa\nFodAgG2l61p1pmqtk4MnHzmseiYOrQZdrnO0DcmX2uycz87ZrNJgcRw1ahSnnXYa48aNO27d/fff\n35Z96rTiERO0WKI47m/dNY61+gT7UPR5EWRNwakOyb1VhRCiE2hwznHhwoWMGFH/bdF27drVVv3p\n1PSQgUNFE8WxlTcAqHV05BjEZYRQIXmeo11IvtRm53x2zmaVBkeOXbt2bc9+pAQjYuI0IxAIsLN8\nJ/279G91m8k5x4wMPHo1SkaOQgjR4Vp0turXlREycKoI+P3sr9pP74zerW6zT7APeyr2oDIy8MSq\nIKyS6+w+LyD5UpvkS112zmYVKY7NYIbiOB06ujI4HD5Mj0CPVreZ4c3A4/RQ5jHwhsvQ5KkcQgjR\n4ZpcHCORSFv2IyWYIQOXU+fL6i/pntYdp8NpSbt9gn3YEy3Bq1ejhWXO0S4kX2qzcz47Z7NKo8Vx\n7dq1TJs2jfz8/OTyDTfc0OYd64xU2MTlNNhfvZ9e6b0sa7d3Rm8O1HyJ36XjPOawqhBCiI7RaHH8\n1a9+xW9+8xuyjjzgd/jw4bz33ntt3rFOKWLgdpnsr9pPrwzrimNOeg4Hqg+Q5jJwyZyjbUi+1Gbn\nfHbOZpVGi+O+ffs47bTTksvRaJS0tDRLdl5UVER+fj4DBw7kqaeeOm795s2bOeuss/D5fDz++OOW\n7LNVogqP27R85FhbHANehSsKypTRoxBCdKRGi+PUqVN57bXXANi9ezf33HMP3/nOdyzZ+cyZM5k7\ndy6FhYU8/fTTHDp0qM76bt268dRTT3HbbbdZsr/W0iIKj1u1zcix5gABl5O4F4wjd8mx+7yA5Ett\nki912TmbVRotjjNmzGDNmjUYhsEFF1xAVlbWCe+72lQVFRUATJw4kby8PKZOncqKFSvqbJOdnc2o\nUaNwu92t3p8VHFGF10PbjRw9HiJ+hSH3VxVCiA7V4E0AanXp0oX777/f8lvGrVq1isGDByeXhwwZ\nwvLly5k2bVqz27r22mvp27cvAFlZWQwfPjx5TL32LyQrlh0x+LTqc9av3M55PzjPsvYP7D/A/uh+\n0r2D+Ni5Fk9hlPOvPp/Jkydb2v/Otiz5UntZ8slyZ1mu/d7Ku7dpSqkTTnDdfvvt3HvvvQSDQS6/\n/HLWrl3L448/zre+9a1W7biwsJDnn3+eBQsWAPDss8+yd+9eHnrooeO2feCBB0hPT+fWW289PoCm\n0UgEy/x58BLOGr6Ma879D09e8CRj+4y1pN2NJRu55KVLWLp1Km+9+V0u/ccoMs7IsKRtIYT4urGi\nLjR6WHXRokUEg0H++9//omka7777Lo899lirdgowevToOg9N3rBhA2PHWlNs2oozpuHzOdhXtc+S\nu+PUSh5W9fupSQOjSuYc7UDypTY757NzNqs0Whw9Hg8AL774Itdddx29e/emvLy81TvOzEw8JLio\nqIhdu3axePFixowZU++27TUybIw7Bv6Ak4M1B8lJz7Gs3S6+LoT1MB6fh+o0iFfqlrUthBCi+Rqd\nc7zyyisZPHgwPXv25LzzzuPgwYN4vV5Ldj5nzhymT59OPB5nxowZdO/enblz5wIwffp0Dhw4wOjR\no6msrMThcPDEE0+wceNG0tPTLdl/c7ligMcg6A3icXosa1fTNHLSc6gJa8R8iprKONnY/1okyZfa\nJF/qsnM2qzRaHG+55RamT5+evLYxEAgkL+1orUmTJrFp06Y6r02fPj35fU5ODnv27LFkX60VN028\nUYh6opZexlErJz2HMsPA8JqEKuOWty+EEKLpmnRvVaUUb7zxBvPnz2fhwoUsWrSorfvV6YRNE08M\nKrxhSy/jqNUz0JPDzhimRydckSiOdp8XkHypTfKlLjtns0qjxfG5557j3HPP5cc//jGvvvoqN910\nE2+//XZ79K1TCR0pjqXumjYZOfYI9OCwK45yxYlUyZyjEEJ0pEaL47x58ygqKiI7O5tXX32V1atX\nU1JS0h5961RqIonR3GFXiJ6Bnpa3nx3I5qAzAs4o0SMn5Nh9XkDypTbJl7rsnM0qjRbHeDyOx+Oh\nb9++7N27l1NOOaXTzAPWih9q+zm6mhod3a047IjQzd/N8vaz07LZ76hB0yLEZeQohBAdqtHiOHr0\naMrKyrjmmmuYMGECQ4YM4bvf/W579K3JzFjiGYhKKQp3FLbJPqpDceIexSEtTFd/V8vbz07LZq9W\nhVPVoFfLdY52IPlSm53z2TmbVRo9W/WZZ54B4LLLLuPCCy+ktLSU3NzcNu9Ycyg9cR3k7ordfPOv\n38T8hYmmaZbuo7pGx3SZlBDi1LYojoFs9qgKehrVGCG5t6oQQnSkRosjwMcff5y8Q87555/faYvj\nh3s+TCyj0LC2OIZCOspp8CXVbTZy3GOWMS5WgToycrT7vIDkS22SL3XZOZtVGj2s+sQTT/Czn/0M\nr9eLx+NhxowZPPHEE+3RtyZT8URx/OTAJwCYyrR8H+EaHeXU2W9Wtk1xDGTzZfgQHkcEqmTkKIQQ\nHalJl3L897//5bbbbuO2227jzTff5LnnnmuPvjVZ7cgxFA8BbVMcI2EDpensMyvabORYEirB54yi\nyb1VbUHypTY757NzNqs0WhwHDBjAtm3bksufffYZAwYMaNNONVdtcdTNxFmebVIca+KgxdhrlLVJ\ncfS7/bgdbnyuOM6Q9f0XQgjRdA3OOV500UUAhEIhzjzzTIYOHQoknp7R2Y5X1xbHuJG4pMMwrT8s\nGa2KoTl04ppJmjvN8vYhcSMArzuGKzEA7nSfs9UkX2qTfKnLztms0mBxPPbZiffee2+ddVafCdpa\n7TFyjFbHcDh0uvi6tFn+7EA2PncYd0ihlOp0n7MQQnxdNFgcJ02a1Ogv587yC7w9imO8Jo7miLfJ\nIdVa2WnZuBw6hhPMiMmyFcts/Rfe0qVLJV8Kk3ypy87ZrNLgnOOECRO455572LhxI4Zx9DClruts\n2LCB2bNnM378+HbpZGOSh1XNxGHVtiiOekjH2dbFMZCNQ0WJHPPAYyGEEO2vweL43nvvMXLkSG67\n7Tby8vLIy8sjNzeXvLw8brvtNkaNGsWyZcvas68Nao+Rox420ZxtP3JUWpSwD4xqw/Z/2Um+1Cb5\nUpeds1mlwcOqTqeT7373u8lbxVVWVqJpGhkZGe3Wuab6anE0lPWjLiNi4tBibVocu6d1R1chQjJy\nFEKIDtWk5zkCBIPBTlkYAVRVCN5+O3m2aluMHM2oQnO0bXHMTssmTA3VaRCv1G1/LZLkS22SL3XZ\nOZtVmlwcOzO1ZTvcf3+bHlY1o4Az0uYjxxJ3jKhPUVPZ9k8aEUIIUT97FMeoAfF4mxZHYmBqbV8c\n97vC6D6T6oq47ecFJF9qk3ypy87ZrNKk4hiLxSgqKgISNwWorKxs0041l4olimPt2aptcRMA4mA6\natr8bNU9zmoMt06oSkaOQgjRURotjv/85z8ZO3Ys1113HQBffPFFp3ueY21xbKuRo1IKLaYR19rm\niRy1uqd1Z7ejCuWKEa6I235eQPKlNsmXuuyczSqNFsdnnnmGZcuWEQwGARg0aBAHDx5s8441R1sX\nx6hSeKOKkDNEF18XS9s+VqY3ky/dMZQjSkTmHIUQosM0Whw1TSMt7ei9REtKSujWrVubdqq5kodV\n2+hs1WrDIBBRVDnb9rCqpmm4u/XAQYholVznmOokX2qzcz47Z7NKo8Xxsssu47bbbiMUCvGXv/yF\nK664gquvvro9+tZkKt62I8cqXSctoihztc2zHI/l756D06whLiNHIYToMI0Wx5/85CdcdNFFTJ06\nlZUrV/Lggw/y4x//uD361mQqZkIshm7qODSH5TcBqDYM0kKKUk8lmb5MS9v+qp7BXjidEfTymO3n\nBSRfapN8qcvO2azS4B1yaoVCISZMmJAchhuGQSgUqnOotaMZcZPqUDnbSg/hd/nb5LCqP6SIZ4BD\na9urX3LSc3A4IpgychRCiA7T6G/6c845h3A4nFwOhUJMmTKlTTvVXNW6QosnDql6Xd42KY6+MES7\nNvq3RKv1DPTE6YqgZM4x5Um+1GbnfHbOZpVGi2MkEiE9PT25nJGRQVVVVZt2qrniVSHcR+qhx+lp\no+KooXoELG23PjnpOShnDVpNG9zIQAghRJM0WhzHjBnDv//97+TyG2+8wZgxY9q0U80Vi8TwGIBq\nu+LoiTrQTmq7yzhq5aTnYDiqcNQo288LSL7UJvlSl52zWaXR44Q333wzN9xwA7NmzUIpRY8ePXj2\n2Wfbo29NFo0l5uecCrxOr+V3yKmK6/SJOXCf1MPSduvTM9CTra5ynOHGtxVCCNE2Gi2OQ4YMYenS\npRw4cABN0+jZs2d79KtZ4rFEMXQ5snB5Mi0fOYbKwhgug67ZvS1ttz456TlUa4dwh+0/LyD5Upvk\nS112zmaVJp1h8sUXX/DBBx8QjUaTr/3oRz9qs041l64niqHZ9yqq/Q7Li2PkUA2GO06P9Lb/wyAn\nPYcybT+esNbm+xJCCFG/RuccZ8+ezQUXXMCSJUtYtWpV8qszMY487Njh8KM506wvjqWhRHEMtP1h\n1XRPOjXOSjQFSxYvafP9dSS7z3tIvtRm53x2zmaVRkeOr776KmvWrMHr9bZHf1rkyI1x0BwecLqJ\n58WJ7Irgy/NZ0n6sPIbhitIzkGNJeyeiaRregJtwGvjDcsaqEEJ0hEZHjsOGDWPXrl3t0JWWM4/U\nkO4RL8GaxOHIyK6IZe3Hq3UMZ7RdRo4Avox0Qn44a9i4dtlfR7H7vIfkS212zmfnbFZpdORYUlLC\n6aefzplnnkmXLolLGTRN4/XXX2/zzjWVMhI1fuhhLz0qShKvxZVl7evVJrozTM92mHME8HbvQdSn\nqKyIEcDfLvsUQghxVKPF8d57722PfrSKMhPFMezxUHPk8K8Zt+6QpBFSGM4Qmd62va9qrbSefYj6\nDArffZerCy5ul312hKVLl9r6L1jJl9rsnM/O2azSaHFMiQ9QOVA4yCrJJJyZuHuPlSNHI2SiXFE0\nrX3OIM3omUsoEEcdlvurCiFER2h0zrG4uJgrr7yS7t2743K5cDgcyQcfdxbp+0/lPd7hlof7EfIk\nRo51iuO6daBaXiyNiAPNbd0cZmO69Mgl5g8xKKug3fbZEVLiD69WkHypzc757JzNKo2OHB966CFu\nv/12Nm3axJYtW3juueeIxWLt0bcmcxju5PfOWOL+p2ZNFJYvh/79oaAg8TVwILz8crPbVzEHLne0\n8Q0t0icrlzLXPso/71z3sBVCiK+LRkeOO3bsYMyYMTidTgKBAHfccQf/+Mc/2qNvLVLiGwqAuubH\ncNZZUFSUKIrbt8MrrzR7BKmUwhl14vHobdHdeuVm5uLUDrF67Uftts+OYPdrrSRfarNzPjtns0qj\nxTE9PZ1oNMq5557LjTfeyEMPPUTv3m1/G7WWmnNz4l+FM/HNn/8M06dDdTX07QtbtjSrvWrDIBAy\ncaW37XMcj5WbmYtD7ccob7+CLIQQ4qhGf+PPnz8f0zS5//77mTBhAk6nkz//+c/t0bdmW/INA8eR\ngWHJdVdjTJ4Eb70FV1+deHHCBFi2rFltluk6GdUG7gx34xtbJN2TjnLuY2j89HbbZ0ew+7yH5Ett\nds5n52xWabQ49u3bF7/fT1lZGVOnTmX27Nn06dOnPfrWbBuGOtGPDBif2v0611zmThxO7XHk4v0W\nFMfyI8XRk2XN3XaayukvwVcq91cVQoiO0GhxXLFiBcOGDeO8887jvPPOo6CggJUrV7ZH35qtPAuM\nI8VxcNZQXi37kFjfk49uMHky/POfMHEivPpqk9os03UCNQa+rumNb2yhrB4mO0uLMUz73kLO7vMe\nki+12TmfnbNZpdHieMcdd/CnP/2J9evXs379ev70pz8xa9as9uhbsxSeCx+MO1ocMx1ZnNLlFD7e\nv4abt28napqJE3NqahKjx/fea1K7ZbpOWkgR6N6+l6/0HDQQwwEHDrffJSRCCCESGi2OVVVV5Ofn\nJ5fz8/Opqup8lxjs6gtR39Hi6DXT+FHBj7j6nd/yxBdf8J/DhxMrFi+Ghx6C/fub1O4X0ShpNYpg\nj25t0/EG9Bk2nv5dhrJ7d3W77rc92X3eQ/KlNjvns3M2qzRYHBcuXMjChQuZPHky06ZN4/e//z2/\n+93vmDZtGpMmTWr1jouKisjPz2fgwIE89dRT9W5z11130b9/f0aOHMnmzZtP2J7hqOGtQAB/LARA\n1Axye2wUn+X9jLPSvXxvwwb+v717YcoUGDcuWRyf27ePneFwg+1+VFFBerVBZq/2fcjzgHHfIu4L\nsXNnabvuVwghxAmK4xtvvMG///1vSktL6d+/P+vWrWP9+vX069ePsrKyVu945syZzJ07l8LCQp5+\n+mkOHTpUZ/3KlStZtmwZq1ev5rbbbuO22247YXuhQIB+fj9ePXEYMhJP3Azg9PBafmh+wobRo/nV\n559jKAW9esGBAwA8s28f8458X5+PKspJi2h4c9vniRy1vFnd2Br9kI1rd7XrftuT3ec9JF9qs3O+\n9s4W2rGVL2f+tF332VoN3iHnhRdeQNd1nnzySX7+859butOKigoAJk6cCMDUqVNZsWIF06ZNS26z\nYsUKLr30Urp27coPfvAD7rnnngbbi3og6gW/z4dG4gSWqpiHm/v0YQox7lx8KzeMvoFst5sPKyqY\n0KsXbNsGH33EpkgllbEQD/brd1y7B2MxDsXjOHUPzrxsKz+CJvF6Svlyh1zrKIRIHVE9yufLF9Ej\npx/P7ljL5n17mPT2l6R9OJHLn+jo3jXdCW8f53K5+Pvf/85NN92Ex+OxbKerVq1i8ODByeUhQ4aw\nfPnyOsVx5cqVXF17fSKQnZ3NZ599ximnnHJce48ZD7N9eW/yn+jKT8zD9GMEjvLhzLkmizkfuuHS\nL3HcuxWmZTMx+gbs82ICVeecS/SXD7AjAtrlo+CLNGApoMB7BoyM4zxjNR+jMbnHhUfK7tIje518\n5N+2W34y7VQ2b96K5lwC5jltvr/2X57cyfpzgmVtAriioL0Dzjh4RoIrikd/hwxHBd18J5ORVo4y\n15HmVPTLHEA6Lp6pXogbJwMyhuBSLvZUbMNlOMn3D8OtO9lRuRmX4WSYswCn7mBTbD0ojaHuxH11\nN+jFKGCo58hyfO0xy4oNsWIAhniGgabYEFsHQL532JHtjy4rDTZF14F2dHljdB0KyPclljdH14GC\nwb7E/jZHEstDvAVoCjZHikHBUM8wNAX3xR4FBae5E8sb4uvQFIn+K9gQL0ZTcJp7+JH1R/trOGC9\nUYzpUAz2n47pTPTfdGgMShuG0jQ2h9cBikGB01EabAmtQ2kwKP00FLAttA6FYmD66ThM2F61Hk1p\nDPUMw6VrbA6vR2mKwWmnYToUmyLrj7R3Gk4DttRsQFMwxDcMlIMt4U/RDAcFjuF4oxqPRH8HDhjq\nKgAN1hnFKA2GuoehHPCpnlge4k58/p/W5vMOw3QkPm/NhNNdw1Ek8isH5HsKUA7YGC1GORT5vuEo\nTbExUoxyaAz2DwMUmyKJvKemHfn5HVk+JWPYMZ+HYkBG4vPZXp3oz4CM03HqsKNyPU4TTvUVoCnF\n1tA6HEbi83nR+C9bwonlYc4CnIbGhliiP4n//hSf6on/fk5zJ/qz/sh/T0M9p6M0xXpjXTIPwMZY\n4vOfUDmKT7t+RjT2JflhP/1iF7P4skp6Hhmx1s55LrVoufZ7K589rCl14vupzZ49m507d3LllVfS\nu3dvlFJomsYZZ5zR4p0WFhby/PPPs2DBAgCeffZZ9u7dy0MPPZTc5qqrruLqq6/mvPPOA2Ds2LH8\n/e9/p3///nUDaBr/Tn+Lh+/08d/pp7Eh+21CWg6hNCcTD40j6HNz3WvXMbr3aE7OOYtvf5YYtX44\nYgT6i3/iJ+nZ5MV3UjPiIt4fMQJN07jl7VuYs3wOv/jRZ2xc+yE3XdKdSer8FudtqYo5i1j4FPR+\nP5fzew1u/A3ihKJ6lG2l2/is9DN2V+ymPFJOaaSU/VX7KYuUoVeUk/llBekVIQIVYfzVOnFnBsrs\nQpreB1/8JDx6D1x6N5yxLNyRdHw1aWRUeAlUOwnUJPYTCphUZunUZMSI+nV0XxzTG0d5dJRHB68B\nXgPNb+DwKZxpCrdX4fVoeN0OAi4nfpcTh9OLw+kBlxPl0DA1B5rTjaFpxONx4rpOTI9j6Aa6roOu\nowwz8WUaGKZCVyaaUjhMhSOuoxwOlMuBpjQ0TUPDgUMDp3bkNTScjsQ6twZODXBoKM2JoakjX9qR\nL1AaKKeG0sChgcKB0wHakTY0LfH/aGIZcDrQAJQDzdDA1NCMo997TCdenDhME6UMdMPAME2U0jCV\nhn/iBHQAACAASURBVFIKpTSUIvGvSfI106FQDjCcCtMNuluhUCgTMI9sayS+NwHToTCcCuVQOJ0K\nh8PE5Qaf14XH7wQfePxu3DjQTNAAzTBRMQNDgcMETSkMBYYJ0bhBVI+jDA2X5sCFE6fbicvtwOV0\n4FQaLlPDpTQcTjdupweX24vm86PcXqJKR4/HcSmFaZgYhompm5i6AYaRmBLS4xCOooUjqGgMFTcw\nDBMMQIHhdGGgoczEZ2C6FKZDYWpG4o97LfFDVS7AdeRfTaFcCjxOTJcDTTlQmhPN4UQ5XKA5wHnk\nX4cDLW5ghmLocQO3Ao+mJebnHBppbi9d3D56jurHwl9vRuui0e2aAfi++xnhR53MuOQc2oOmJf5b\naY1Gbzz+wQcfoGkajz/+eJ3X33333RbvdPTo0dx+++3J5Q0bNnD++XWLz5gxY9i4cWOyOJaUlBxX\nGGspp544rJqWhgMDnzqE45TeVDxzgODPT+a8U87jyoVXolDgzYaTLuFBz2F6jeiFY8tBLv2/J7h3\n8BS+iEZx6+W8sPYFcjNzmbfpP+R8/BFO1xUtztoaH/cO03tfGm+tLub8i+xXHNvymXJKKdYeWMuK\nvSv4eP/HfLzvYzYf2swpaX24oKw7BeVeBpeZlKtMyiMnEysbSszIJq51xxVJw1/lIb3CSffD4NIh\n1EUR7aYwuzlw9HTh6eUjkJtO5ikZdOsbILuXn/QuHhy+o9P4dn9mnuRLXe2Rbdif85Lfx7bm4XE6\n23R/Vmu0OLbFxG1mZuKhwUVFReTm5rJ48WLuu+++OtuMGTOGn//85/zoRz/i7bffrnM5yVeZR4qj\ny+dDwwAMTnohh8+/8Tm9/19vpg2chkLx+/N+T3mknAc2fcDKw6cS9vbmQbdixM4IgZqd5P71Uab3\nyuGyoZcxpd8ULtv6OY/0OB+Xp2MuxHf0yKSk/w5K5x/m8ujlvHTpSx3Sj1RhmAbv736ff27+J69u\nehWfy8f43PFMifTmnj3jSF/Xm/fCBltyLmB7xQAO7/YzcBv4ghqhIW5c+QEyevvI7O0nq4+PXicH\nSOvtw5npbLdneQphR6lWGKEJh1Wrqqr429/+xuuvvw7Ad77zHa666irS01t3x5j33nuP66+/nng8\nzowZM5gxYwZz584FYPr06QDceeedvPTSS3Tt2pW//e1v9RZITdP4U8Ez3Dk7n5LvT2a19ifimo8B\nVeex96K9nHTDSTiDTnbl76LgpAL0fTqv1Wzn8s/W4Pr/27v3uCjL/P/jrxmYGc4HAQEFPIEIyklB\nxLOWpuWhzex8ttzc3A7bYbfdjrvb1m7bz6w2ayvbvrWdT3bS0krXU6iFJzwACiIIgshhgBlmmLl/\nf0ySoCjqwMzcfp6PB48Y5p7hepsPP3Pfn+u6bp8I6kdk4RcSxqsXX8xt99+Pfu0c8m5fS3JEMom5\nuXzw3hZa3owhq3r2OeU9Wx9O/n8UmiLpa7qOGV/to1efgY47i8g/1m2qm6p5+ceXeXHzi0QFRHFZ\n0mXMGTiDIV//CC+9xDdhYbx98fX4bunDJcu1EKcnaFoog8eFE54ZjC685/bNFUJ0P2dcVj1tcXz0\n0Ueprq7m5ptvRlEU3njjDcLDw3n88cfP6Rc7i0aj4fe33cbfr7kGZeJEtmhephVfhrVcRvOnzey6\nahcoEHVTFL2v7k35C+VoxgaQMvIAE4ICWD08E/77X7juOi558kkS+mt49qrfoygKfmvXUrzgXxzS\nLmD4jokuybf+hmcoWJ/EzfsvYf3MdMboBjq2wNu5E6qqHFvinaeFMr8qn0U/LOKj3R8xJ2kOd2Xf\nRYpPHDz/PMq//sW3s2fzr6wrGPuOjvQfFXpf2ZuBC2PxH+bv6qELIbqRM4rjaXfIWbZsGc899xxZ\nWVmMHDmSxYsXs2zZsnP6pc7mNWNG2/fHLqv6ePsQMSeCpP9LYujHQ6n8TyWFCwtpzGtE86Njo4CF\nsT9fE7/2WrbOyGJ4QQGLo7IpaG6mrKWFYK0WfVE5XtEhLkjluKQ9aHYG4VW+FC5dRM4XW6GlBcLD\nYepUmDwZTjJ711Oc7SX7daXrmP7f6Vz45oX0C+5HwcICXp31Kin/2wODB1NQWcn01z9gTe21LPy9\njsun92PCgdGkvDSkRwujmtfJgeTzZGrO5iynLY7Dhw/no48+QlEU7HY7n3zyyTnNVO0OXim/3NpJ\ngw0tNry13mi8NEReF0n47HAMsQZMhSZaylpoWN+AffwELo/4Ze1i+jNv8ZvAQPo2N3Pr3r0sKisj\nzW7H1jcer8DTtma7Te9LJ9ASBHkRM7j/Ej3GZ/8BF18Mhw7R+vCfoLiYIzs3u2x8PUVRFL7d/y0T\n/zORGz65gcuGXEbJXSU8POFhIrQBcPvtKA8+yIuffMItyVfyu1vhmuDejN8zin73xuEd5Lr/h0II\nz3Pa4vjggw/y3nvvERcXR79+/Xj33Xd58MEHe2JsXeZ93GVFDba2jQDafqbVkF2QzZD/DGHA3wag\n663j6NcdtmUbPJjoefP49YoVrK2vZ1FZGeF1dVgih6ALc01PauLEiWi9vPC7KoLeM8uoGDGHu3c9\nw+ZHbuWxrx9E5/UE7w2FrZ8uccn4zlVXZsspisKq/asY9/o4fvPVb7gl4xYKflvAbSNuw+BtgN27\nITub1oYG5n3yCbs/hb89rmXES0kk/TvRpf1Etc50PEbyeS41Z3OW036cTkhI4OOPP8ZisTjWPunc\nb/KCXvtLjddgP6E4Amh9tETdGNX2fc1nNYRND6NiaQWhU0LxifWBlBQSq6oA+L8hQxj6wAM0B16B\nX5JfzwTpRM5fB/P72hpu2DWfhb1uZdX+VZTWlxIVEEXE8ATWr3ydzRMSeHCce31oOReKovBt8bc8\ntvoxqpureWT8I1w17Cq8tF7HDoD//AceeIDmp57iysxMxv2zifGbvEj7IRXfAb4uHb8QwrOd9szx\n2WefpaGhAb1ez0MPPcTUqVP54YcfemJsXbawb19WpTl2aDjZmWNHwTnBHPnsCKZiEwefOUjtNz/v\nFavRMLe1FUtFBdfbbAz/4guaW/vgn+yaCRzH+gKhvnrip0VwpMCLojuL2HLbFpLCkyj6bRHpk65i\nkjmKJ9Y+gcna+Qbq7uhkfQ+LzcIH+R8w7vVx3PHVHSzIXMCu3+zi2tRrfymMRiNcfz088wxHv/uO\nCzMyuPBfLUzK92bEhuFuUxjV3teRfJ5Lzdmc5bTFcenSpQQFBbFhwwa2bt3K448/zsMPP9wTY+uy\nAC8vLggNBY4VR9upj88IwHLIQt7YPMz7zNRvqMdutrMubB2m3iPQ7d4Nn32G5YI5GLc14z/U9bMb\nb8qMw+eQjbKWFsL8wnn7xk1ovXzoNXICYyt0pIQns/mQ5/Ye9xzZw33f3Efsolhe3PIiC0cuPLEo\nAuzdC5mZ4OfHwbVrGWsycePbGnI2QPrXaehC3e/KhhDC85x2KceIESP48ccfuf3225kyZQpz5swh\nIyODvLy8nhrjKXWcsrtD8wStBJCh3HXK19lMNrakb8FU4Djb8k/xp2lHE76RrQwfvBhdVSEFA59H\nO3gA8c/Gd2uGrlBaFVb5rmH6crD9fDH8lqgoXhsyBMaM4T9Te/NJop1PrvwErea0n3nOmrHFyLrS\ndeyv3Y+Cgr/On6SIJNKj0vHx9uny+1hsFjYe3MjK/Sv5Zt83lNaXclP6TczLmEdCWMLJX7RyJVx3\nHTz5JPuuvpoLtm3jz98EkPh/TaSvTccQbXBSSiGEJ+uR7eOmTJnC+PHjOXr0KC+88AINDQ1otd33\nj++56splVQAvXy9i742l4pUKgscFU7aojMgbIrE3mCndMQ6bfSpVP/iS9UpsD4z69DTeGvyi9Gzq\nk8invg34arUsLi/Hrihof/Urrt1fyOMh35BflU9KZMrp3/AMVTZW8ujqR3l357tk9slkcNhgNGgw\nWow8v+l59hzZQ1JEEll9shgSPoQw3zDC/cIJ8wsjUB/I4abDHKw/SGl9KRvKNrD2wFoGhw1myqAp\nPHXhU4yLG4fO6xRnff/6F/z1r/DBB+zNzOTCrVt5OjeEfq/Wkfa/DCmMQginOu2ZI8D+/fuJiYlB\nr9dTU1NDeXk5qampPTG+0+r4CSFf8yitBJKmnPr+j+CY9GEz2vAO8sZutqMoCke/PEr+3HwAwmeH\nM+zTYd029tPpuP9h3vg8+v2pH70u6gVA6ubN/LFfP64qLobbbuOmPw8nJyaHX2f+2qnjyC3LZc77\nc7hy2JU8OPZBwv3CTzim2drMtsptbD60mX21+6hpruFI8xFqTDU0tDQQ6R9JTFAMscGxjIgewQUD\nLmDHph2nnzXX2gp33QWrV8Pnn7M/OprxW7fyzI4wYh87Qvr36fglunbCVGfUvDcnSD5PpuZs0ENn\njgC1tbW88847aDQapk2b5nbrHNvr2pkjOP4Aj61/O7ZhdPhl4eSU5dCU34Shj3udjYTPCqfq/aq2\n4vhCQgLzCwq4Mj0dTUEBY6IXsK5sg1OL46r9q7jmo2t4bdZrzEyc2elxfjo/cmJzyInNcdrvprYW\nrrgCdDrYuJFKHx+m5uXxZFE4MQ9XkfpNmtsWRiGEZzvt9dHFixfz29/+FoPBgF6v584772TxYve9\nY6VjMs7ZbxSu0Wow9DXQa2ovl28z1vGTXdjsMGpX1rY9HhccTIvdzk6rFfr0YYISx8aDG532+/ce\n2cs1H13Dh1d8eMrCeLZO+cm1sBBycmDYMPj8c+r8/Ji2fTu/LQlm4L1VpCxLISDt3Pb37W5q/mQO\nks+TqTmbs5z2zPGVV15hw4YNBAUFATB//nxGjx7NXXedesKLqygaOxrl1LNVPZXvIF+s1VYq36gk\n6sYoNBoNOUFBbGtqIiU+nvijUNVUxeHGw0QGRJ7T77Irdm79/FYeGv8Q4/uNd1KCLvruO7j6avjL\nX2D+fEw2G7N27GB6nT+Zd9WQ/HYyQaOCenZMQojzymnPHOPj4yksLGx7vG/fPuLjXT97szNdnZDj\nCTquRdJoNdjNdvbctIeW8hYA4n19KTKZID4e7b79zEmew5It575jzhtb38Bqs3JH1h3n/F6dOWGt\nlckE997rmJH67rswfz6tisJVu3Yx0KrjV3caGfDYAEIvDO22MTmT2teSST7PpeZsztJpcZw5cyYz\nZ87EaDQycuRIUlNTSU1NJTMzE6PR2JNjPCMazcl3yFGLlK9SCBoVxJFlR4D2xZGiIm5Ov5nlRcvP\n6XeYrCYeWf0Ii6ctbr/GsDutXg2pqVBeDtu3w6RJ2BWFW/fuxWKzc89f7YRMDKHP7X16ZjxCiPNa\np7NVj32yONmsH41Gw4QJE7p9cF3RcXwF3r/DagtkqOIet9TqDhVLK6j7ro6kt5LYUF/PnUVFbCkv\nh5deovL9paQuSaXq/qqzfv9/rP8HueW5fHTFRyc/wG6HxkbHf0PO8Y4lhw/DQw/BihWO5RqzZgGO\nmcT37NvHFqOR1z4Kovl/DaStSkOrd99lREII99Cts1U7a9iuXbuWd955x22KY0dajf20O+R4usCs\nQA7+4yAAwwMDKWxu5sjAgYQXFRHpH0mTtQlji5FAQ+AZv3e9uZ6nNzzN2pvXnvikosC//w1/+pPj\n1lmK4lhqMXEiXHYZzJkDYWFd+0WlpfD00457aV5/veP+lMHBbU//5cABVtfV8WlRDBVvFjNi8wgp\njEKIHtOlf21++ukn7r//fvr168fDDz9MUlJSd4/rrGlUVBw76wv4J/ljrbVS+10tPlotF4aG8kVw\nMBw4gMZmY0DIAIrris/qd765/U0m9Z/EkPAh7Z+wWuHaa+HFF+F//3Psb2o0Os785s2Db7913Fvy\nsstg6VLIzXU8f4zFAlu2OCbZ5ORAWhqrq6th1y5YvLitMCqKwiPFxbx1+DCfMojy3+5j2CfD0PfW\nn1UeV1J7X0fyeS41Z3OWTs8c9+7dyzvvvMN7771HREQEc+fORVEUt/9DVXvPERy75Qx6ehDlz5cT\nOjmUWeHhLDtyhJuio6G4mIGhA9lfu5/UyDPbqEFRFJZsWcK/Lv5XxyfgN7+B+npH0fP5eZs4jcZR\n1ObOdXzV18MHH8D338MLL8CePRAY6Hh9XZ2jLzp9uqNAjhsHGzdCVFTbr7Ha7dxWUMCupiZWxw6j\ndMwOEp5PIHD4mZ8BCyHEuei056jVapkxYwYvvPACcXFxAAwYMIDi4rM7I+kuHa8tF/v8BkuLP4nK\n0y4cVfcz7TexdcJWcg7mUGWxMHjTJur++ldYuJC7vVcRFxzH73J+d0bvuaZkDQu+XED+b/LRHHeP\nTN5911HQcnMh4AzWFtpsUFXlKKIREeDV+eSehtZWLs/Px6DV8nbCEPZNzydoVBADnxx4RhmEEMIZ\nPcdOL6t+/PHH+Pr6Mn78eG6//Xa+/fbbc/5lPUGjUTiXTQA8hc8AH2zNNswHzUTodLTY7TQmJ8Pe\nvW1njmdqyZYlLMhc0L4wHj0K99zjuFR6JoURHMUwOtpxdniKwri7qYnxW7cy0NeXj5OGcvCmQryC\nvBjw1wFnnEEIIZyh0+J46aWX8t5777Fz507GjRvHokWLqK6uZsGCBXzzzTc9OcYzotGc/pZVnuJU\nl7A1Gg2R10ZS/nw5Go2GaL2eyuRk2LPnrIpjZWMlX+/7mhvSbmj/xHPPOS6FZmcD0Giz8UJ5OTfu\n3s1vCgpYUl7OYYvlTKMBsPK77/hzSQnjtm5lfnQ0Lw6KZ99tBVhrrAx9bygaL83p38SNuXsL4lxJ\nPs+l5mzOctoJOQEBAVx77bV88cUXHDx4kIyMDJ566qmeGNtZ0WgU1fccj4m6IYqjy48CEK3XUzFw\nIOzdS0KvBHZV7zqj93rtp9e4PPlygn1+mTFKY6NjecUf/gDAj0Yjibm5rKmrY3xICEl+fmxsaGDI\npk1ctWsXmxoauvS7LHY7nx45wvyCAjYbjeSNGMGC6D4U3VmEqcjEsE+Hte11K4QQrtClu3K4s47X\nlg8GzKOlyZd45QUXjqpn2M121oWuY8zRMVy5fw9XeHlxxYQJKJWV9Pl/fVh/y3oGhp6+Z6coCgMW\nD+DjKz9mePRxm8q//DJ8/TV8/DGlZjM5P/3E8wkJXBYR0e71da2tLK2o4LnycqL1eq7q3ZtLw8Pp\n5+PT7nf82NjIG5WVvFtVRZKfH3fFxHBZeDhKi8LuG3djOWQh5cuUts3ghRDibPTYXTk8SYRvLrYm\nI6D+4qj10eI72JemnU1Eh+ip8PGB5mY0dXVcOPBCVu1fxfwR80/7PrnlufjqfMmIymj/xFtvwQMP\noCgKt+3dyx19+3JZRATGPCONWxuxNdoISAsgeEwwv4uN5c6YGL4+epQPq6v5y4EDBHt5Ea7Toddq\nyW9qIkyn4/rISHKHD2egry8ALRUt7Jq7C0OMgbSVaXLGKIRwC6r7l8jHuwZ/Sl09DKfoSl/AP9kf\n014TfQ0Gyi0Wx3KJ/fuZMnAKK/ev7NLveT//fa4YekX7iTjFxY6lGBddxIqjRykxm7kvJoaie4rY\nOWsndavraNreRNHdRWxK3MShVw7hZYNLwsJ4fcgQDo8ezZepqSxOSODP/fuza+RICrOzeaR/fwb6\n+qIoCh//8WO2pG0hdEooSW8nqa4wqr2vI/k8l5qzOYvqzhwZOtSxrdl5wjfeF1ORibgpvmxrbIQ+\nfeDQIS6ceCH3fH0PiqK0L3odKIrCh7s+5Ktrv2r/xHvvwdy5KDodj5aU8LeBAyn70wEaNjaQtSML\n75Bf/urUr6un+OFiyp4tY8BfBhB+aTheWg1D/E5+r8W61XUUP1pMVVkVU1ZMkXWMQgi3o7qeIyaT\nY33dmS478FCVb1RSu7KWIy9E84f9+1m/ZAlkZcH8+UQ/E83m2zYTExTT6eu3VW5jzvtzKPxtYfsi\nOno0PP44P2Rnc82uXWyxJLL3uj1k5mWiC9Od8D6KolDzRQ0H/nIAc4mZkIkhhEwMwX+YP16BXjRt\na6JhUwMNGxqwNdno93A/Iq+JROPt2TNShRDuR3qOJ/NzL+t84RvvS/mL5cT5+FDa0tJ25ggwNGIo\nO6t2nrI4Li9azvSE6e0L4+HDjm3dJkzg+aIifhvdh/2/2segfww6aWEEx1/G8JnhhM8Mx3zATN2a\nOurW1HH4rcPYjDb8U/wJGhlE5HWRBI0MkqIohHBr6mryqExX+gIBaQE05zcT2epFlcVCa3R0W3Ec\n1nsYO6t2nvL1K4pWMG3QtPY//PJLmDqVZi8vvqipYfYWPRqthogrI07+Jh349PMh6oYohrw2hOEb\nhpO1I4vkt5OJuTuG4NHBbYVR7X0PyefZ1JxPzdmcRYqjh/MK8MI/1R/TpkZ66/Uc6tu3y8WxoaWB\nHyt+ZNKASe2f+PxzmDWLFUePkhUURP2zFcTeH3vK3qUQQqiJFEc31tltwzoKGhlEY14jsQYDpb16\nwRHHjZCH9R5GfnV+p6/7dv+3jI4djZ/uuIkzZjN89x1Mn86H1dVcWxWIudRMxJyunTWeia7m81SS\nz7OpOZ+aszmLFEcV8B3si6nQ5Og7BgS0FcfkiGR2Ve/Crpx89u7youUnXlL97jtIT8fWqxfLjx4l\n83sbva/sLT1CIcR5RYqjG+tqX8A3wZfmgmbiDAYOGgxQUwNAkCGIcL9wimtPvJOKoiisKFrB9ITp\n7Z/4/HOYOZO8xkai9XpMy2oJ/1X4uUY5KbX3PSSfZ1NzPjVncxYpjirgN9gPU8HPZ44ajeMmw62t\nQOeXVndV70Kr0ZIYltj+iTVr4IILWF1Xx8zaAFprWwnKDuqJGEII4TakOLqxrvYFDH0NWA5b6OOl\n45DVCqGhjltN8ctyjo6OnTW2m2Rz5AiUl0NKCt/X1jLuRy1hl4Sh0XbPJVW19z0kn2dTcz41Z3MW\nKY4qoPHWoAvTEVmvpcJigbCwtr5jSu8Uth3edsJrVuw7yRKODRsgO5tWLy/W1dcTnWshZFJIT0QQ\nQgi3IsXRjZ1JX0AfrSesBiotFggPb+s7Zsdk80PZD+2ObbQ08kPZD0weMLn9m6xfD2PH8qPRSD+9\nAdPahm4tjmrve0g+z6bmfGrO5ixSHFVCH60nqEah0mJBOe7MMaFXAk2WJsobytuO/a74O7L6ZBFo\n6LCn6bp1MHYsq+vqmH3YH31vPYZoQ0/GEEIItyDF0Y2dSV9AH61Hc7gVH62Wuj592s4cNRoNkwdM\n5ut9X7cd+37++1yWdFn7NzCZYOtWyM7m+7o6cnZ4ETKxey+pqr3vIfk8m5rzqTmbs0hxVAlDtIGW\nihai9XoqoqPbiiPA7MTZLNu7DIBmazNfFHzB3OS57d9gyxZITsbq68uG+nqit7cSlCOzVIUQ5ycp\njm7sTHuOlgoLUXo9Fb17t11WBZgyaAprStZgs9v4suBLRvYdSWRAZPs32LwZsrPZ3tREnI8PLZsb\nCRzZvbeSUnvfQ/J5NjXnU3M2Z5HiqBLHimO0Xk9laGi7M8fe/r2JCYohtzyXd3a+w1XDrjrxDbZu\nhYwMNhuNjLP603q0Fb/Ek9+PUQgh1E5993M8T9VvrGffPft4660g+hQWct+SJfDZZ23Pv/bTazy6\n+lGarc3sv2s/IT4d+okpKfCf/zDP35+JuVpS3zKRtjKth1MIIcS5k/s5ijbteo5+fu3OHAHmDZ9H\namQqob6hJxZGkwmKimDYMDZv384tu4O6/ZKqEEK4M7ms6sbOqOcYpcdS+fNlVYMBqqpOOCarbxbx\nveJPfPHOnTB4ME3e3uwzmfDPM/fIlnFq73tIPs+m5nxqzuYsUhxVQuujxSvAi0ijlkqdDioqoKuX\nFX7uN25vbCTZ14/GTUaCRspMVSHE+UuKoxs707VIhj4GgqoVahUFNBpoaOjaC/PzISWFnU1N5Bz1\nwSvAC32U/swHfIbUvtZK8nk2NedTczZncUlxNBqNzJ49m7i4OC699FIaGxtPetwtt9xCZGQkKSkp\nPTxCz2Toa8C/yk5tayv07evYRLwrdu2C5GTym5tJPeBFQHpA9w5UCCHcnEuK45IlS4iLi6OwsJCY\nmBheeumlkx538803s2LFih4enfs4076Avo8en8OtZ10cdzU10W+fgn+K/5kP9iyove8h+TybmvOp\nOZuzuKQ4btq0iXnz5mEwGLjlllvIzc096XHjxo0jNDS0h0fnuQx9DWgrWmm02bDFxHStONbXQ10d\nxMaS39REcEErAaly5iiEOL+5ZCnH5s2bGTJkCABDhgxh06ZN5/R+N910E/379wcgJCSE9PT0tmvq\nxz4heeLjiRMnntHx+j56vvvqO3zD6qiPi6NXefnpX//f/0JMDOl2Ow02Gz9uXs/R2QOYxjS3y+dp\njyWfZz9Wez41PT72fUlJCc7SbZsATJkyhcrKyhN+/sQTT7Bw4UIKCgrw8fGhubmZpKQkDhw4cNL3\nKSkpYebMmezYseOkz8smAL+o+qCK6vermXmvkZXbtjFo2zZ48cVTv2jpUlizhvXPPcfvdxTyt6nN\njGsYh8a7e25wLIQQ3c0ZdaHbLquuXLmSHTt2nPA1a9YssrKy2L17NwC7d+8mKyuru4bh0Y7/VNQV\nul46rEethHp7UxsV1bXLqscm4zQ1kVNhwG+wX48VxjPN52kkn2dTcz41Z3MWl/Qcs7OzWbp0KSaT\niaVLlzJq1ChXDEN1vHt503q0lVCdjtqIiDMujkkVXvgNkf1UhRDCJcVxwYIFlJaWkpiYSHl5Obff\nfjsAhw4d4pJLLmk77uqrr2b06NEUFBQQGxvL66+/7orhusyx6+pd1e7MMTT0zIpjczOx5eCb4Ht2\ngz0LZ5rP00g+z6bmfGrO5iyy8biKtBpb2dhnI29u6c0IPz9+PXCgY99U707mXTU2Qu/eYDTSNzeX\nTxcHEntJBFE3RPXswIUQwoncuucozt2Z9gW8Arywm+30sns5dsmJiICTTIpqs2cPJCbSCNS2YKTs\nHgAAGG5JREFUtqLZb+nRM0e19z0kn2dTcz41Z3MWKY4qotFo8O7lTUSzllqr9fQbAfx8SbWwuZlB\nPj6YC034JUjPUQghpDi6sbPpC+h66ejVqOFoayv06dO14mgykWr2AQ14h/Xc0le19z0kn2dTcz41\nZ3MWKY4q493LmxCjpmtbyB1XHFMO6/BN8EWjkfWNQgghxdGNnU1fQNdLR2ADZ3RZtaC5mQGHND3a\nbwT19z0kn2dTcz41Z3MWKY4q493LG38jpz9zNJkczw0aRKHJRORBBb/B0m8UQgiQ4ujWzrbn6F+v\nUG21wqk2H9+7F+LjwdubQpOJwJLWHj9zVHvfQ/J5NjXnU3M2Z5HiqDLevbzxbVCoslhQTjUhZ9cu\nSEqiobWVZpsNZV9LjxdHIYRwV1Ic3djZ9hyV2lb8vLx+2V/1ZIthf+43lra00M/HB9N+E76DpOfo\nTJLPs6k5n5qzOYsUR5U5tr9qlF5PpcEAGo3jno0d7d4NyckcMJtJsOrBDt6hLrmDmRBCuB0pjm7s\nbHuO1qNWR3G0WDrvO+7c2VYcE2u8McQZenwZh9r7HpLPs6k5n5qzOYsUR5XxDv3lzLHCYjn5jNXm\nZjh4EBITOWA2M6DaC59+Pq4ZsBBCuCEpjm7sbHuO1qNWeut0jhmrJyuOu3ZBQgLodJS2tBBdjUuK\no9r7HpLPs6k5n5qzOYsUR5U51nMM1+k40llx3LEDUlMBOGA2E1qhYIgzuGC0QgjhnqQ4urGz6Qt4\nB3tjM9oI03pTc2ytY1lZ+4N27ICUFMBRHP3KbS45c1R730PyeTY151NzNmeR4qgyGi8NXkFeRDRr\nHWeOCQmOW1Mdb/t2SEnBYrdTbbWiLbNIz1EIIY4jxdGNnW1fwHFnDq3jzDEtDbZta7/W8eczx7KW\nFqL1elpKW1xyWVXtfQ/J59nUnE/N2ZxFiqMKOe7MgePMsXdv8PFxzE4FOHwYfu5FHjCbGag1YK2x\nYugjPUchhDhGiqMbO9u+gK6XjoBjxREcZ4/btzu+P9Zv1Gg40NJCUq0OQx8DGq+ev1WV2vseks+z\nqTmfmrM5ixRHFfIO8ca/EWqsVhRF+eXSKrSbjFNqNjPo5w0AhBBC/EKKoxs7276AV7AX2gY7Oq2W\nRpvNsWzjWHHcvr3dMo6+Va5Z4wjq73tIPs+m5nxqzuYsUhxVyDvEm9b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| |
}, | |
{ | |
"output_type": "display_data", | |
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TAciVjPbsUa+Qqvj9laR6fsZiMSUis/j5Z3mh0eHD+m0TJwLx8UDt2trFRWQO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\n2EyJiIisxGZKRERkJTZTIiIiK/0f/3CgR0RJDJYAAAAASUVORK5CYII=\n" | |
} | |
], | |
"prompt_number": 29 | |
}, | |
{ | |
"cell_type": "heading", | |
"level": 1, | |
"metadata": {}, | |
"source": [ | |
"Conclusions" | |
] | |
}, | |
{ | |
"cell_type": "heading", | |
"level": 1, | |
"metadata": {}, | |
"source": [ | |
"Absorbance is huge, in fact saturated, by this mere 1mM concentration. Therefore, even small amount in gold should be highly noticable.\n", | |
"\n", | |
"Interesting peak at about 270nm disappears and becomes weight at 320nm." | |
] | |
} | |
], | |
"metadata": {} | |
} | |
] | |
} |
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