<?xml version='1.0' encoding='UTF-8'?><?xml-stylesheet href="http://www.blogger.com/styles/atom.css" type="text/css"?><feed xmlns='http://www.w3.org/2005/Atom' xmlns:openSearch='http://a9.com/-/spec/opensearchrss/1.0/' xmlns:georss='http://www.georss.org/georss' xmlns:gd='http://schemas.google.com/g/2005' xmlns:thr='http://purl.org/syndication/thread/1.0'><id>tag:blogger.com,1999:blog-3389297859859381750</id><updated>2012-01-25T01:54:10.728-08:00</updated><category term='IPCC'/><category term='TAR'/><category term='Book Review'/><category term='Editorial'/><category term='Skeptics'/><category term='Welcome'/><title type='text'>Climate Opinions</title><subtitle type='html'></subtitle><link rel='http://schemas.google.com/g/2005#feed' type='application/atom+xml' href='http://climateopinions.blogspot.com/feeds/posts/default'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3389297859859381750/posts/default?max-results=100'/><link rel='alternate' type='text/html' href='http://climateopinions.blogspot.com/'/><link rel='hub' href='http://pubsubhubbub.appspot.com/'/><author><name>Administrator</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='32' height='32' src='http://3.bp.blogspot.com/_Y3mtO91W75Y/ShdKpkzLTlI/AAAAAAAAACM/oUlEWRLBZoE/S220/image04.jpg'/></author><generator version='7.00' uri='http://www.blogger.com'>Blogger</generator><openSearch:totalResults>24</openSearch:totalResults><openSearch:startIndex>1</openSearch:startIndex><openSearch:itemsPerPage>100</openSearch:itemsPerPage><entry><id>tag:blogger.com,1999:blog-3389297859859381750.post-9123801208501963729</id><published>2012-01-24T14:39:00.000-08:00</published><updated>2012-01-24T14:39:10.069-08:00</updated><title type='text'>Distortion by deletion</title><content type='html'>&lt;!--[if gte mso 9]&gt;&lt;xml&gt; 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mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin;}&lt;/style&gt; &lt;![endif]--&gt;  &lt;br /&gt;&lt;div class="MsoNormal"&gt;Recently there has been a thread at Skeptical Science (&lt;a href="http://www.skepticalscience.com/"&gt;www.skepticalscience.com&lt;/a&gt;) in which they claim that Pat Michaels has distorted the science of climate change by deleting parts of figures. I hold no brief for Michaels and am not intending to comment on the accuracy or otherwise of the claims. However, if the pot is calling the kettle black it had better make sure that it is burnished and spotlessly shining.&amp;nbsp;&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;!--[if gte mso 9]&gt;&lt;xml&gt;  &lt;w:WordDocument&gt;   &lt;w:View&gt;Normal&lt;/w:View&gt;   &lt;w:Zoom&gt;0&lt;/w:Zoom&gt;   &lt;w:TrackMoves/&gt;   &lt;w:TrackFormatting/&gt;   &lt;w:PunctuationKerning/&gt;   &lt;w:ValidateAgainstSchemas/&gt;   &lt;w:SaveIfXMLInvalid&gt;false&lt;/w:SaveIfXMLInvalid&gt;   &lt;w:IgnoreMixedContent&gt;false&lt;/w:IgnoreMixedContent&gt;   &lt;w:AlwaysShowPlaceholderText&gt;false&lt;/w:AlwaysShowPlaceholderText&gt;   &lt;w:DoNotPromoteQF/&gt;   &lt;w:LidThemeOther&gt;EN-GB&lt;/w:LidThemeOther&gt;   &lt;w:LidThemeAsian&gt;X-NONE&lt;/w:LidThemeAsian&gt;   &lt;w:LidThemeComplexScript&gt;X-NONE&lt;/w:LidThemeComplexScript&gt;   &lt;w:Compatibility&gt;    &lt;w:BreakWrappedTables/&gt;    &lt;w:SnapToGridInCell/&gt;    &lt;w:WrapTextWithPunct/&gt; 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  &lt;w:LsdException Locked="false" Priority="21" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Intense Emphasis"/&gt;   &lt;w:LsdException Locked="false" Priority="31" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Subtle Reference"/&gt;   &lt;w:LsdException Locked="false" Priority="32" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/&gt;   &lt;w:LsdException Locked="false" Priority="33" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Book Title"/&gt;   &lt;w:LsdException Locked="false" Priority="37" Name="Bibliography"/&gt;   &lt;w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/&gt;  &lt;/w:LatentStyles&gt; &lt;/xml&gt;&lt;![endif]--&gt;&lt;!--[if gte mso 10]&gt; &lt;style&gt; /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin-top:0cm; mso-para-margin-right:0cm; mso-para-margin-bottom:10.0pt; mso-para-margin-left:0cm; line-height:115%; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin;}&lt;/style&gt; &lt;![endif]--&gt;  &lt;/div&gt;&lt;div class="MsoNormal"&gt;A few months ago I watched Michael Mann’s presentation to TEDx in November 2011, uploaded on 5 December. In it he shows a plot of the predictions of Hansen in 1988. This is from the same source as the graph from which Michaels removed two of the lines. &lt;span style="mso-spacerun: yes;"&gt;&amp;nbsp;&lt;/span&gt;The following slide is from a screen dump of the presentation.&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;br /&gt;&lt;img alt="" height="359" 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Reference"/&gt;   &lt;w:LsdException Locked="false" Priority="32" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Intense Reference"/&gt;   &lt;w:LsdException Locked="false" Priority="33" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Book Title"/&gt;   &lt;w:LsdException Locked="false" Priority="37" Name="Bibliography"/&gt;   &lt;w:LsdException Locked="false" Priority="39" QFormat="true" Name="TOC Heading"/&gt;  &lt;/w:LatentStyles&gt; &lt;/xml&gt;&lt;![endif]--&gt;&lt;!--[if gte mso 10]&gt; &lt;style&gt; /* Style Definitions */ table.MsoNormalTable {mso-style-name:"Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow:yes; mso-style-priority:99; mso-style-qformat:yes; mso-style-parent:""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin-top:0cm; mso-para-margin-right:0cm; mso-para-margin-bottom:10.0pt; mso-para-margin-left:0cm; line-height:115%; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin;}&lt;/style&gt; &lt;![endif]--&gt;  &lt;br /&gt;&lt;div class="MsoNormal"&gt;This shows Hansen’s 1988 prediction up to 2019 and observed temperatures up to 2005. Since the presentation was given in November 2011 it would have been possible to include 2010 and, to a high degree of accuracy, the likely value for 2011. In his 2006 paper Hansen also shows his projection with both “station data” and “land-ocean data”. The plot below shows observed data updated to 2011 for both observed records (the 2011 value is provisional) and Hansen's projection digitised from his 2006 paper.&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal"&gt;&lt;img alt="" height="419" 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QAAAI8QvgEAAACPEL4BAHadGRj1ewgAkB8I3wAAuzjhEgBMInwDAOwifAOASYRvAIBdhG8AMInwDQCwi1aDAGAS4RsAAADwCOEbAAAA8AjhGwBgF60GAcAkwjcAwC5OuAQAkwjfmIr6KotDxZV92e4SbvJiIO4/S1ZN4VAoFAoFYSjIU4RvADCJ8I28ISfEzMysd70BJ8J3UzjHJ7XwLOk3O/KMOs/i9HYD8qsCniF8O8jf2QE3Dgg2aE4N+Dlf0FdZHICXpykcpDcJuSJ8I1/0VRaHiouLMw63TeFQcXGOXxb5MvMdiEEEZpsIMloNBmx2wDrFsxv94PdxasDkzwN3XiNl6jW/11qfgslfEGnXp65UvbrqK4PxGwAWEb6RL+TjbZPqcCofXtMnAfoqizUOX4qrw5Vpx27No536uK3YqHy1uIN8DBQbCTel7pt2jFYeNCdvUTyL+gmUeyHfXTkkzX3MHInGa5i5FzovlnJT2q9u2h5p7H7OmQPIW4UzO+BrtDX1LCaf2pUR5j7j3FdZHAqFm1Qva/LayW0m/zP1X4rbNa9k7ju/Eb6RL5KHrj51bi6u7FMehdRHJ2XMVfyn1vVpETn9uK1xFFeGb3WWTR0yFRNIhuG7KZw2aEUg1xiE0T5qHqUNXxnNryjlplQzYRnj1Hs8M9+YQvydHdD7tdxXWSwPKu2wpPHzXPvZlc+SeqAcJH2aGsi8UvPomjlCg4OwuZdIvArax2Tjvcv4TZO2IfEBUXxS0hK51ncU6TufEb6RL8ShK/1IpLoq8ysp86tBeRjUzdiZN6gOqGlROO2Yrjw2ZkxdSOrjvmZu1bx58v/p7WPmSJRHZt1HmQjPxn/61XhxCN9TzpRvNejr7IDur+W06423pvfs4iiXeqDOMdWrqQHVlXpHV5N3M/kSZd6asde6e6f10LSKlfSvilC4KSNlZ17JUTavEb6RL1KHrskjUOrQk/puUx8tFfFcM0wq5jjS5ywyjmuTMykZB3aHwnfaSAzDt94+Zn7XKAOz7qPMzFyrpl7U48x4cfhamHKm/AmXvs4O5P74tP+n+1tb5we/wca8mBpwPnxnf4m0NmL0LZA5JZ1xreJQWlys+t4I6dSHZ1zJ1HeeInwjX2QcLRWHQae+21RPp3FDalLD0fCt/sZwYOZbfWB2ZOZbZ5wZLw7he8ohfPs6O6D3azkzf2ptTe/ZdX/wZz6ll1MDboZv3Rdcc6Da3wLaoVg7kqs2m5oPn5zt1rtS93mQFwjfyBfqg2oo/Y92yonZtD/mKb70tP6umnZ/1dNppcfM7xIz4VsVSzOmtlV13lp/clZsW28fjb8A9B6lG77TTgdKjxWqcWY+pdEXDQoR4dvX2QErM996G/Ng5tve1IB3M98Z3Anfadk74/tD80r950FeIHwjX6QfutIzc/oxSPnXPNXxffLKtAfoFlJoTodYKjtRPHtIefpV2tzY5O1hVSurySdVbltzH7N+AWi/MrpfrJWKMWduQoxTe6uafyZFwZryrQb9nR3Q+bWsMSOuuTW9Z9f8wa+o+fZnakAjL2tNbWiM0GgGJMtLlNqI1rHTTvjWnONW3F/zSt3XBvmB8A0gE4d1ICe+zg7o/lrO/IesuTW9Z1c8PDV9oJ4C8HxqIONK7akNST0FkG0GJMtLJG7TmCfPWlQTytik4tqMX1Ea76LGfZn4zmOEbwAA8hq/lr0SnMSrVYiPfEH4BgDYNeVbDfqL8O2ZoKRvsndeI3wDAOya8idc+ovw7Z2+QKzrHpTfALCG8A0AsIvwDQAmEb4BAHYRvgHAJMI3AMCuKd9qEADMInwDAAAAHiF8AwAAAB4hfAMA7KLVIACYRPgGANjFCZcAYBLhGwBgF+EbAEwifAMA7CJ8A4BJhG8AgF20GgQAkyyG76ZwKKS7tGlfZXEoyfRyt4RvAAAAFDwL4bspHAqFm5rCOuFb9wYT4wAAAAAKmOWyE52M3VdZbH66O2McAIB8RKtBADDJ6fDdFA4pmI/hhG8AyF+ccAkAJrkQvsXVcn2KzuPr6urKFMrLy8sAAPlp7k9b/R4CADisrq4ut1htTpnzZSepq5vCpue+c3x2AECAMPMNACY5Hb4V1/dVFps/9ZLwDQD5i1aDAGCShfCt6CSY6jeoKDFJlX3ncOYl4RsAAAAFz/LMtyvjAAAAAAoY4RsAYBetBgHAJMI3AMAuTrgEAJMI3wAAuwjfAPLF5au9da2lpy7s92sAhG8AgF2EbwD5onr34rLauevqS/waAOEbAGAXrQYB5IXxaKSsdm5Z7dyKHfP9GgPhGwAAAFPC+cEOOXzXtZb6NQbCNwAAAKaEtq4aOXy3ddX4NQbCNwDALloNAsgLda2lcvg+P9jh1xgI3wAAuzjhEkBeqNgxXw7f0Ru+TRkQvgEAdhG+AQTfyEdDcvKu2rXQx2EQvgEAdhG+AQRfd3+rHL53Hl7t4zAI3wAAu2g1CCD4Wk9ulsN3x9kdPg6D8A0AAIDCt3X/Ujl891/xc76A8A0AAIACl5iIr6svkcN3LB71cSSEbwCAXbQaBBBwkdF+OXlv2hv2dySEbwCAXZxwCSDgjvc2yuF7X2eFvyMhfAMA7CJ8Awi4fZ0Vcvg+3tvo70gI3wAAuwjfAAJOnG15+WqvvyMhfAMA7KLVIIAgi8WjcvJeV1+SmIj7OxjCNwAAAArZpcgZOXxv3b/U77EQvgEAAFDQOs7ukMN3y7ENfo+F8A0AsI1WgwCCbOfh1XL47u73/wQVwjcAwC5OuAQQZNW7F8vhOzLa7/dYCN8AANsI3wACK3pjVE7eFTvm+z0WSSJ8AwDsI3wDCKzzgx1y+K5rLfV7LJJE+AYA2EerQQCB1d5dK4fv1pOb/R6LJBG+AQAAUMAaDq6Qw/f5wQ6/xyJJhG8AAAAUsIod8+XwPR6N+D0WSSJ8AwDso9UggGAa+WgoUGdbSoRvAIB9nHAJIJjeGjgkh++dh1f7PZYkwjcAwC7CN4Bgaj25WQ7f7d21fo8lifANALCL8A0gmLa1PCyH7/4rQWnKRPgGANhFq0EAwbSuvkQO37F41O+xJBG+AQAAUIAio/1y8q7evdjvsaQQvgEAAFCATl3YL4fv3a+v9XssKYRvAIBdtBoEEED7Oivk8H28t9HvsaQQvgEAdnHCJYAA2rp/qRy+L0XO+D2WFMI3AMAuwjeAoElMxOXkXVY7NzER93s4KYRvAIBdhG8AQXMpckZO3lv3L/V7LGkI3wAAu2g1CCBojvc2yuG75dgGv8eSxmL4bgqHQqHiyj692/sqi0OhULgpx3EAAAAA9u1+fa0cvk9d2O/3WNJYCN9N4VAo3NQU1g/ffZXFxZWVYcI3AAAA/FC9e7EcviOj/X6PJY3lshP98N1XWRwKN0lNhG8AmCJoNQggUGLxqJy819WX+D0WNefD92ToJnwDwFTBCZcAAuX8YIccvre1POz3WNScDt+pyJ0lfNfV1ZUplJeXlwEA8tPcn7b6PQQAUKhekuwzuPEBy9uoq6vLJRubVeZs+G4Kh9IZnJSpMQ4AQD5i5htAoOw8vFoO328NHPJ7LGoOh+/0O1B2AgBTAq0GAVhw+WpvXWtpW1eN44vgVOyYL4fv8WjE2S3bZyF8y20EVVPbcgsU5d0I3wAAANCWmIivqy+RI3LVroX9Vxz7DT8ejcibrdgx36ltOsjyzLcr4wAAAMBUIBbBEZeGgyuiNxxonSTOtmw4uML+1hxH+AYA2EWrQQC5En24xfy3/N8dZ3fY3HLryc3y1tq7ax0ZqrMI3wAAuzjhEkBOxOR01a6F0RujLcc2KKfAN+0NX77aa3njda2l8nbOD3Y4OGanEL4BAHYRvgHkpOHgCjkft57cLF9z+Wrv1v1LlRF8X2dFLB61sHExle5IEYvjCN8AALsI3wDMi4z2iyITVT7uOLtDNCqRz5js7s/t8CI2Xr17saOjdgzhGwBgF60GAZgnikx2Hl6deWv0xqjo0i1WqRz5aMjkxrv7Ww02HgSEbwAAAHgkemNUlIUYFHb3XzkpzsiUL21dNWa2L5L98d5GxwbtKMI3AAAAPCI6DG7dv9T4nomJeFtXjbIXSl1radYyblE4filyxrlRO4nwDQCwi1aDAMxITMSrdi3MaeH3kY+GRPcSuTuKwXy5cuEeaydreoDwDQCwixMuAZih7DCY05LyHWd3KEtQ9HqBX77aa3Ja3UeEbwCAXYRvAGZsa3nY8vI3lyJnxKy5fD5l5ty2qGnZ11nh0JCdR/gGANhF+AaQlUGHQZOiN0aVJSjVuxdHRvuVd9j9+tqAn20pEb4BAPbRahBAViIZ25yWbuuqUS5Hf+rCfnHTpr1h+XpVKA8UwjcAAADcpewwaD8Znx/sUK7Fs6+zIjERj8WjIpHnVFDuMcI3AAAA3NXeXStWzHFkg+PRiHI5+q37l4qCb6eewiWEbwCAXbQaBGBA2WHw/GCHg5sVS+ooL60nNzv1FG4gfAMA7OKES2CKuBQ503BwRa6nM4ol36t2LXR8SN39rcqFeMpq53b3B/qIRPgGANhF+AamAmXddk4nTYr6EJeakIx8NCROtSyrnTvy0ZAbz+IUwjcAwC7CNzAViHYl8qXh4Aoz5zWKhW8sdxg0IxaP7uusKKud23Jsg0tP4RTCNwDALloNAgXvUuRMZnV1XWtp1lXcdx5enRel2J4hfAMAACALUTqy+/W1yk7bW/cvNcjf0Ruj4p5B7r3tJcI3AAAAjIgufqJ0pOPsDuVKk+PRiOYDW09uFjUq3g45uAjfAAC7aDUIFLDojVGxok3H2R3ietHDRHOld8m1DoP5jvANALCLEy6BAiZ6aW/aG1adYXl+sEP0P6nYMV+Vv8V8+aa9YW+HHGiEbwCAXYRvoFBFRvvF9Lbm7HX/lZNiXnxdfUn/ldTp1253GMxThG8AgF2Eb6BQiQC98/BqvftERvuV+futgUOSJPVfOSmuMdORcOogfAMA7KLVIFCQRFX3uvoSvVMqZSMfDVXvXqxcY5IOg3oI3wAAAFCLxaPidMm2rpqs9x+PRpTLTIqLcWqfggjfAAAAUBNdAqt2LTRZNxKLR0WZStZilSmL8A0AsItWg0CBiYz2izYmOXUJjMWjDQdXiPCtPP8SMsI3AMAuTrgECkxda6lYQD7XxyYm4nLBd8uxDW6MLd8RvgEAdhG+gUJyfrBDnGfJmvCOI3wDAOwifAMFQ7ksJY1K3ED4BgDYRatBoGC0ddWI8yxj8ajfwylAhG8AAABIkiSNRyPiPMvufv6i5QrCNwAAACRJksTKOFv3L/V7LAWL8A0AsItWg0ABEOdZltXO5TxL9xC+AQB2ccIlkO8SE3GxPiUtAl1F+AYA2EX4BvJdx9kdcvKu2DE/eoO/ZbmI8A0AsIvwDeS1/isnRcHJ8d5Gv4dT4AjfAAC7aDUI5K/IaH/Fjvly8t7W8rDfwyl8FsN3UzgUChVX9mnc1FdZHJJp3240DgAAAHgmemO0evdiOXlX7148Ho34PaLCZyF8N4VDoXBTU1g7XDeFk1f3VRbnEL8J3wAAAF5KTMS37l/KSvIes1x2ohe+c7lHxjgAAPmIVoNAPhJdvctq5/ZfoXjMI+6F7yx3qKurK1MoLy8vAwDkp7k/bfV7CABytPEBkbzLfv6Q36MJorq6ulyysVllLoXvnKa9c392AECA0O0EyC+nLuwXybv15Ga/hzO1uBK++yqLQ+EmC+MAAOQjwjeQR5SNBRsOrvB7OFOO8+FbPh/T2jgAAPmIVoNAvlA2Fty6f2liIu73iKYcC+E71UtQ0U9wMnKn32i+9ITwDQAA4CoaCwaB5ZlvV8YBAAAAN9BYMCAI3wAAu2g1CAQfjQUDgvANALCLEy6BgGs9uVkk7+O9jX4PZ0ojfAMA7CJ8A0F2vLeRxoLBQfgGANhF+AaCKXpjtOHgChoLBgrhGwBgF60GgQDqv3JSdBUsq527reVhGgsGAeEbAACgoMTi0X2dFanV42vntnXVkLwDglEXbbEAACAASURBVPANAABQOC5f7a3atVDE7k17w5ev9vo9KKQQvgEAdtFqEAiCxES8ratGOeG9r7OCCe+gIXwDAOzihEvAd5HR/k17wyJ2V+1aSDPvYCJ8AwDsInwD/uo4u2NdfYlI3jsPr47Fo34PCtoI3wAAuwjfgF9GPhra1vKwiN0VO+Z39/PvMdAI3wAAu2g1CJh0KXKmrrVUvrR11bR317Z31741cOhS5MylyJmRj4Y0HzUejch3OD/YIT+kvbtW3oiymWBda2n0BidgBB3hGwAAwCPKPiQGl3X1JapgnfX+HWd3+L1zMIXwDQAA4IVLkTMmw3ROl20tD+tNmU8pp/pGlm87veWVC6PXAt3ghfANALCLVoOAGa0nN4sOgJo1JJqz3fIseK6VKlPNuaHx+Wva7l514O5VB+avaas/dDEaS/g9KG2EbwCAXZxwCZhRvXuxnKdZ9cZZ0VjigaqjcvIWl0XPHdnbORhP3PJ7dGqEbwCAXYRvIKvLV3tFB26/x1Jolm87LQfu+9YeVqXwB6qOtvdE/B5gGsI3AMAuwjeQlVh7suXYBr/HUlDqD10UUfuN3g8kSdrbObjouSPKCL5s0/FTfSN+jzSJ8A0AsItWg0BWoubkUuSM32MpHD0DoyJhb3nlgrg+nrhVf+jifWsPKyP48m2nLw5/7ONoZYRvAAAAd0VG+6k5cdzotbiY4X5s68nM8u7Ra/Etr1wQJ2LKl7IXz7w/FvNlwDLCNwAAgLvau2upOXFWPHHrsa0nRam3QZ5+fyz27K6zqtMxm09c9nK0SoRvAIBdtBoEjG3aG5bDd/8VarScseWVCyJJ95g4BF0c/nhV3ZvK/O3BIDURvgEAdnHCJWBg5KMhOXlX7JifmAj0+i/54o3eD0SGrj900fwDewZGl206LhefuDc8Y4RvAIBdhG/AgKg52ddZ4fdYCsH7YzFxJuXybaf9Hk7OCN8AALsI34CBrfuXUnPilHjiljx1LS+jE/CV5DURvgEAdtFqENAzHo1Qc+Kgqj1vizXkzw2N+z0cKwjfAAAAbuk4u0MO37tfX+v3WPLega73RKn33s5Bv4djEeEbAADALdtaHpbD91sDh/weS34bunpddOz28XRJ+wjfAAC7aDUIaBI1J+vqS6g5sSMaSzxU3Skn7weqjkZjCb9HZB3hGwBgFydcApqO9zYGoebkVN/I8m2nN+4/Z6YftoGegdEtr1xYvu209yUfZS+eEaXeQVgi3g7CNwDALsI3oKmutdT3mpPRa3Hl+uqLnjuSUwqPJ26190Sq9rwtuvvJlwNd77k6bKW9nYO+PK9LCN8AALsI30Cm6I1RUXMSi0f9GoZyJUjlxTiFj16LN5+4LOabMy/GK7o7KJ64tei5I/KTVu1524NndBvhGwBgF60GgUynLuyXw3fDwRV+jUE57f3srrMPVB01TuFDV6/vPPKuaKStujxU3bnllQtiI49tPRlP3HJ7F8S090PVnR48nQcI3wAAoKC8NXCorrW0rrW0vbv21IX9lyJnfJl4FjUn3f2+/WlITHsv23Rcvubi8MfKAG3m8tjWk3s7B4euXpe30DMwam1pdwuU095v9H7g6nN5hvANAAAKx+WrvevqS+TUq7ysqy+pay3d11nR3l3bf+VkZLTf1WHE4lHfa06U096ZydU4hc9f01b24pkDXe9pLiFZf+iiuKfNkziNiWnvRc8dKYxpb4nwDQCwj1aDCIjERHzT3nBm8ta7bNobdmlauru/1feak8xpb03KFL7ouSNVe95+o/eDrEn3sa0nRSx2qfGfcto7f5fUyUT4BgDYxQmXCIh9nRVivvn8YEd7d23LsQ11raUVO+YbRHA3WpE0HFwhb/zUhf2Ob9wM42lv+94fi4n+Jy4teVOQ094S4RsAYB/hG0Hw1sAhkaczI29iIn4pcqa7v7W9u7bh4Iqt+5eKO1ftWuhsZUgsHhWlL9EbVv4u9EbvB8u3nd555F3LYzA57W1He09EFJ80n7js+PYLctpbInwDAOwjfMN349GImN7eeXi1mYdEb4yKh+zrrHBwMKLmpK611NoWRO601tba7WlvoWrP26JGXJyR6Yg3ej8oyGlvifANALCPVoPw3baWhy1MY4uUXFY7t/+KYx/jnYdX26k5UbYTsdZO24Npb1k8cUus+u5sK0DR7rDApr0ll8J3UzgUChVX9uU8DgAAgFy1d9eKDH0pklv9sWgIWL17cWJCo7NHrhITcZs1J9sPvKPq9JdTqPVs2lt2bmhcPN2WVy44sk0x7X3f2sMFNu0tuRC+m8KhULipKUz4BgAA7rsUOSOSd3t3ba4PH49GRFZuObbB/nhE6fm2loetbSGz/V9O7bQ9m/YWlMu/OxL3xbS3U2k+UFwqOyF8A8AUQqtB+CUWj1bvXizCrrWp6+O9jSK+X77aa3NIu19fK2+q4+wOCw8funpd1DpbaKft8bS3sHzbaTFszdbg5olp7/lr2mxuKph8C991dXVlCuXl5WUAgPw096etfg8BU9Uv/jmZm7f/fdm6n1rfztZ/TG6n5h/Kyp+2vp3yp8t++XfJTVkaz0NPb5ej5/dWN5SVlS18ak8yiT7VsrpsXdaHf//pOvn+//TU/7Pw7JY9ueaZ+U+1yE/9z6t329nUPz31/+TtfP/puuz3dlNdXZ1z2TiljJlvAIBNdDuBL5SnS9pcK2fkoyFRfNLWVWN5O+cHO2zWnIiKi1N9I1KO7bT9mvaWneobEfP0lpskipNNC3XaWyJ8AwDsI3zDe8q47EijQHHW5rr6EsuLz4tVfqzVnLw/FhPRU5xoaL6dtvfV3noDmL+m7dzQuIUtlL14poCrvWWEbwCAXbQahMcSE3GxSo6DXUrENrfuX2phm4mJuGgcPvLRkIUx7Dzyrhw9n911Vnm9mXba/k57y+KJW2Lm/oGqo7k2Krk4/HHBT3tLLoTvvsriUIrpBE74BgAAJrWe3Cxmqe2fIilERvtFHYuFqev+Kyflx27aG7Y2AHHaYntPRHm9mXbavk97y4auXhe/AZ7ddTan/C2mvav2vO3eCH3n0sy3xXEAAAAYExnXcnWHgbauGhHrc529FjUnFjoeSpI0ei0u5n2jsYTqVuN22kGY9hYOdL2nbFJucg5bTHvfverAxeGP3R6kjwjfAAC7aDUIz0RvjFbtWmhz8XYDiYn4pr1haydN2qw5aT5xWY6eq+re1LyDQTvtgEx7C6JORl4ox0yfRDHtnfW80nxH+AYA2MUJl/CMWJCyatdCa+tHZqVctcf8+vDiUZZrTlbVvSmnzwNd7+ndR7OddqCmvYW9nYNiVFnXCZo6094S4RsAYB/hG97oOLtDxOLzgx3uPVHLsQ2i+GQ8Gsl6/0uRM+JXgbVOhdFYQkRVgzqN0WvxRc8dke+2fNtp+cqgTXsL54bGxWjlGf3MchrZxv3npsi0t0T4BgDYR/iGB8RJlmW1c1tPbnb1uRITcVHc0nBwhd593ho4tK+zQlSb2FkjU/QTFJFaj6qddjCnvYVoLCFm6+UWKJktCJW7UPDT3hLhGwBgH60GoUeeEu44u8NON8DERHzn4dUi3VrrA5gr5WmdyhV8ojdGT13YrxyP8mK54/izu87K6XNv52DWOyvbaYtilaBNeyvVH7oo8vf8NW2qbuVid6bCtLdE+AYAAC6J3hgV6+Bsa3nY2mmI49GIaL9dVjt35+HVsXjU8aFqEt1LKnbMvxQ503F2h3IkysumveHWk5stNz2MJ26Jqd/3x2Jm7i/aaeudghk0p/pGxFKdyi6EymlveVHPgkf4BgAArlAWisj107l2BoyM9ovyDw+qTVSUnVU0L9taHj7e22jtR4WSqCQxP3utbKcd8Glv4f2x2GNbT4oxP1TdOXT1emAL1t1D+AYA2EWrQWSKjPaLaW/xH3J/QJNdSs4PdigfaL7xiIPeGjikCtzr6kt2Hl7d3d/qYK8V0ZjPuCWIirKddsCnvYV44pY4t1LuQhjkgnWXEL4BAHZxwiUyiarorfuXjnw0tK3lYZFfK3bMV1ZRa1I2NpGrPrwZdia580nVroX7OivOD3a4UW4u6jH0lo7XI6f2rOdoBk17T0Q5bT+lpr0lwjcAwD7CN1SU67SLSuiOszuUM9l61duJibgoti6rnVu9e7H9uo4g6xkYFZ1A/B6Ld4auXn+oujPvZu4dQfgGANhF+IaKmOfeeXi18vrIaL9YP1KeTu6/ktYqJxaPiobZclG1Z6dX+kWUYWw/8I7fY/FUNJaQZ+6f3XXW77F4ivANALCLVoNQOj/YIdJzZLRfdWtiIt7WVaNqzyfXcox8NFS9e3Hm9YXtgaqjcvjObICNgkT4BgAgv701cKiutXTn4dUdZ3dY7nbnINGPr+XYBr37XL7aq2wksmlv+NSF/crVanLti5Knzg2Ni+Xi/R4LPEL4BgAgjynXglF2FGnrqum/ctL7mo1TF/aLriDG/UBi8aiytlvZTuStgUOeDdhfYvWZjfvP+T0WeITwDQCwi1aDfomM9qvWNtdc/6Xl2Ibu/lYPTltUrspusid3/5WTyl2o2rUws1KlgImTDnv4RzRlEL4BAHZxwqUvxqMRUSFdvXvx8d7G3a+vVdZMZ16qdi10tVv28d5G8UTmJ92jN0YbDq6QT68cj0bcG17QDF29Ltpdy8s9YiogfAMA7CJ8ey8Wj4rS6ood85WzxdEbo28NHGo9uVnZWlt5calndvTGqJjDPt7b6MZTFJidR96Vw3fVnrf9Hgu8Q/gGANhF+PaePFUsV0iruvUpJSbilyJn2rtrGw6uED22t+5f6saQxGLyVbsWToUuJfaJtdbbe6bQfD8I3wAAu2g16DF5zcVcF12P3hgV+dvxmWnlxqfO6ZJ2vD8Wk5P3/DVt1JxMKYRvAADyiXLd9bauGmuPrdgx37gVSa52v77W1Wn1wtN84rIcvstedKUKCIFF+AYAIG+8NXBIJO/dr6/N9eGJibhYYNKgCXeulIvJnx/scGqzhW35ttNy+D7Q9Z7fY4GnCN8AALtoNeiNy1d7RWlHXWuptbpq4+Unrdl5eLW8wYaDKxzZYMGLxhKi5iQaS/g9HHiK8A0AsIsTLj0wHo2IXiLVuxfbWT1HZGVHSkSUq/xMqRbddhzoek8O38u3nfZ7LPAa4RsAYBfh222xeFQ08K7YMd9mM+zxaETMoHf3233vRMfDnYdX29zU1FH24hk5fDefuOz3WOA1wjcAwC7Ct6sSE3HRsXtdfcnlq732t9nWVWNhNZxMoohlXX3JlFofx4544tb8NW1y+B69Rk/GKYfwDQCwi1aDuTo/2FHXWlrXWtreXXvqwv5LkTMGCVg0EnHwdEYL68BrbkTMx1veyBTU3hORk/djW/mHMxURvgEA8JoIvsrLuvqSutbSfZ0V7d21/VdOyvXTYoq6rHZux9kdDo5BOWltrVZbLCa/rr7E2caFha1qz9ty+N555F2/xwIfEL4BAPDUpcgZzVXfjS8OdgYU6lpLRe+UXB+rnDt39ldBYYsnbt239rAcvoeuXvd7OPAB4RsAYBetBnMi1qeUJ7lbjm2oay0VnUw0Ly618IuM9oszL3MtaGExeWtO9Y3Iyfuh6k6/xwJ/EL4BAHZxwmVOxISx6tTJxET8UuRMd39re3dtw8EVyi4i7qVbCxk6emO04eAK8cPA8ZXqC1g0lhB9TuoPXfR7OPAH4RsAYBfh2zxRc1K9e7HfY5EkSYrFo+LHgJnF6vuvnFRO0jccXMG0txnvj8W2vHJBNDm5e9WBc0Pjfg8K/iB8AwDsInybJ2pOzCRdb3T3t5ppFxiLR/d1ViiLYdq6akjeWV0c/licYSkuZS+e0b732Ji0cqXGZWzM21HDRYRvAIBdtBo0T6/mxF9ZF8q5fLVX2aFl095woMYfTD0Do6vq3lTF7mWbjh/oek/3MStXSqGQxmXlSu/GDZcRvgEA8EjQak6EyGi/XivxxERc2e5QPk+UCW9j7T2RZZuOq2L38m2nT/WNZHkk4XsKIHwDAOCRANacCGJsm/aGRbaOjPZv2hsWsbtq18L+K4XzV45TfSPLt53e8sqF98dijmwwnrjVfOLyA1VHVbH72V1nLw5/bGoThO8pgPANALCLVoMmBbPmRBa9MSrOpJT7dnec3SEaEcoVKXYWog8aZb/tu1cdqNrzttl8rGXo6vXtB95Z9NwRZeaev6Zt4/5zuSV7wvcUQPgGANjFCZdmBLbmRFCuWLmt5WERuyt2zO/uL7S3+I3eD1Tz03evOrCq7s2eXH5JxhO3DnS999jWk6rt3Lf2cP2hi6PXci/OIXxPAYRvAIBdhG8zglxzIogzL8WlrrW0IJeOF/22M6tElm063t6j2/VFdm5ovGrP28rWgWJrezsH44lbFodF+J4CCN8AALsI32YEueZEENPz8vx3oa4bP3otLnLz+2MxzW6AD1QdbT5xWRWjR6/Fdx5596HqzsxZ82d3nX2j9wO7IyN8TwGWwndTOJRUXNmnvrGvstjgVuNxAADyEa0Gswp+zYkg9zbZ1vLwyEdDfo/FLXs7B+XE/NjW1Ec3cx2cu1cdWPTckfpDF6OxRHtP5NldZzMz90PVnXs7B61UmGg6dkyaNi0ZuD/1qeR/fPObUleXM9tHAOQevvsqiydTteI/lbeGm9T/aXYcAAAUpLyoOZk6RB/A5hOXVTdFY4n6QxdVp05mXu5be7hqz9vOr1K5fn0ycM+YIW3cmPzvu+5y+Fngq5zDd3qkbgqr0jfhGwCADHlRczJFXBz+WHQjicYSmvfRaxooT5Yf6HrPelW3sRkzkoF7/XppeDj530VFrHBZSKyEb0XczgjfkqIoxXTyNv/sAIAAotWgsTyqOZkKtrxyQVRpZ72zWC5n0XNHth94x6mO4NoaG1PT3rGYJEnSnDnJa2pqXHxeeMv58N0UDoWKK/uawsbxu66urkyhvLy8DACQn+b+tNXvIQRa+fPfS57F+B9hv8cy1T1d9rP5T7Uk57CfrvZ7OGkiX/iCHLVbv/lN+Zrmu++Wr+n/vd/zdWhTVF1dnbV4bazMdtlJesBWXpFL3YnJZwcABBDdToxRcxIcp/pGxJmUfo8lnZj2nj49Oe0tSVSeFKScw7fxCZdp1zSFzZeeEL4BIH8Rvg1QcxIoomPJ9gPv+D2WdHfemczZy5alXS8qT+rrfRoZHJZ7+E5rJiiytQjaihtzqfomfANA/qLVoAH6nARHNJYQnQSHrl73ezgKYtq7qEgaHk67qbw8edOCBT4NDg6zEr7dGwcAAAWGmpPgaD5xObO9dyDoTXtLkjQwkMrlMTdP94RXCN8AALiFmpNAeWzrSTl87+0c9HssCm1tutPestmzqTwpJIRvAIBdtBrUQ81JcAxdvS7aezu2IKUjSkp0p71lVJ4UFsI3AMAuTrjUQ82JP5qbpTlzVL2xtx94Rw7fZS+e8WlYWrq6skx7S4rKE2UjFOQtwjcAwC7CtyZqTnwj1ons6hLXiRXj3+j9wMehqYlp70WLjO42a1bybs3NXo0MbiF8AwDsInxroubEH6KEOhSSSkrk65Ttvc2uDD82Jq1cqXFxsN+2mPZO/52gYeVKUxkd+YDwDQCwi1aDmqg58UdpaSrRTobaqj1vy+F7yysXzG5H5F3VZeVKx4Yqpr0nfyTo6u2l8qRgEL4BAHAeNSe+ERUak7k2nrgl2ntfHP7Y7HbcDt/mp71lVJ4UCsI3AADOo+bEH8qu2JPR9sCeN+TkvWzT8Rw25Xb4XrLE7LS3ajxLljgzAPiE8A0AgPOoOfHH+vWpRDtZ1LH8x9vl8L3zyLs5bMrV8D08nPp5YGbaW5Kkzs7k/WfMcGAA8A/hGwBgFydcqlBz4pu77kom1Joaua7j/ekz5OR996oDubX3djV8L1uW27S3bObM5KPa2hwYA3xC+AYA2EX4VqHmxB+xWGo6We6ZXVJS/5fflZP3qro3c9uae+FbOe2dUwG3OJeUypN8RvgGANhF+Fah5sQfjY3JbHrnnclruroe+FGdHL7b9x3LbWvLlzsZvpWNC8Vy8TNm5Na4kMqTgkD4BgDYRfhWoubEN4sWqfJxz8ConLzve3xP/J5/yG1rCxcmtzZtWmqi+rvfNVuireLUPLqoPOnstDIMBADhGwAAJ1Fz4p4DXe8t33Z6+4F3tBfKEQtbTgZT0d57498vy+HURim9D2B9fWasz5lT4Vv0SCkttTgS+I3wDQCAk6g5cUM8cevZXWfFqZOLnjtyqm8k7R4iLk+WZMQTt+5be1i+/7kvfiW3sxtFZcicOZIkSTU1yf87e7bFHXAqfIv1O2fOtDgS+I3wDQCAY6g5ccPQ1esPVXeK5C0uq+reTDUwyViAvb0nIt/toecUC86bmfzeuDHVLLy3V5IkaXg4tQVry8s7ePpmxgQ/8gvhGwBgFzXfspGPhhoOrvCh5qSxUZozR9q40btn9FB7T0RMYN+96kDZi2cWPXdE/N/5a9qS3bvFXHVjo/zAVXVvptp7m1/IfXhYmj5dIxnfeWeqCsUCB8M3lSd5jvANALBriofvxES8u791W8vDcuz2oeZEPgmvqMjipGxQxRO3trxyQZmz23sikiRFY4mN+88pp8AfqjqSLCyZfBFGr8XFre+PxXJYy33BguTdZs2SYrHU9aIz9+TMem4cDN+i8mTWLCsjgd8I3wAAu6Zs+L58tXdfZ8W6+hJl7C6rnbuvs8K7QYyNpZJcTk2jg230WvyxrSdT8bq6c+jqdeUdzg2NL9t0XBnBq+55LPrXd8m37jzyrnzl8m2nkw8wM/nd3Jx6MVUL2dgstnYwfMdiqbn5Xs4ryD+EbwCAXVMtfEdvjHac3bFpb1iVuctq5+5+fe35wQ5PRyN6P4dCUnm5p0/tmp6BUWWpybO7zkZjCc177jzyrvKe9z316oGu9yRJEjXi8v+VJCn75HcsJs2albzDggUat+a6ILxSV5f09a8nH37nname39YaF9rvvgL/EL4BADDrrYFDu19fm5m5N+0NH+9tjN4Y9WFM4uzAnLp5BFj9oYvKUpO9nYPG9x8d+bjsO+VpVSiTyXv+mra0poTGk99icnr69OQCmSpi7fr1663smKgat/8HCjFDT+VJHiJ8AwCQ3akL+0UPQXGp2DF/X2eFzy0FRS1y/refi8YS4ixJuZ/guaHx7A9ra5NCoVNf/uMHHtuhaodStefttHsaTH739qYmtvVOXV2/Pq3/YE4GBlIdVJSl5NZQeZLPCN8AABhJTMQzZ7u3tTzc3d+amIhnf7zbxHSsnUZ4AXBuaPyBqqMiNy/fdlqv1ERt8udHfNnD2w+8M39Nm9hIz0DG3yIUk989xwZeeObV13adTtyckObMSV5v0Mm7t9d6gC4v1y1osUZUnhRKrdHUQfgGANhVwDXfIx8NKWu7q3YtbOuqGY9G/B6Xguj6HMxzLpubpTlzpEWLpMZGg8B6oOs9ZWiuP3Qxh6cQK663tUmSNHT1+vJtpzWmvWWTk98tsxc+ef92+dJ810OpVG1chC2eK9fXWYR7a50KVcbGpH/4h+QGv/jFVAV53v70mlII3wAAuwo1fL81cKhix3yRvFuObQjEVLeSstVJAOdBh4dTtRxytC0pkWpqVBXVo9fiInnft/aweulKY2I2evp0k7PRiZL/0/A3PxTJ+2ffef7ar/66vJGbDy7N8mAx37xsWQ6DFGv0ONUO0sHeKfAc4RsAYFfhhe/ERLz15GYRu9fVl7w1cMjvQWlRtjoJ4DmXynp01WX2bGn9erleuezFM+JEyffHciznEHXY5so5xkau/eeyFw597R758ubX/zHy339X3kK06Nd+Fn7hSFOP0eMbG1MdS8wTJ8XedVcOjzJA+M5nhG8AgF0FFr6jN0aVK+Zs2hse+WjI70HpEKlOrO8YnHMuldPeS5aken2kX974q2+JahNTp1eqiHKOmprsIxr88NlHXjr0tXs0R3L2S/9Lngvf8MSeof4PtDeh/FPDwIDZQYq6fBODNIXwnc8I3wAApFyKnFGWmux+fW0sHvV7UPrE1PL69amkG5DCXzE2MUk8PCxt3Jg65TEUin/qtkU/fklO3hv/8Se6bUb0jI2Z3+ve04NPP1j35P3b9cL3yTn3iVqUJ+/fvrvmaOy6VpVRLnFfPUjNDoYW+Be+hwc/fOGZV1saTlwbv+H2cxUqwjcAAEnt3bXKUpPjvY1+jygbMaXa3Jya/A7COZfKae/GjJcxFpPq66VFi7aU/CjZVfDHL0WLpuU8+Pr61MS/oSNNPSJVv/6/7tVLrkeaen72g4ZUOfgPGrqOvqPelgi+JvuWiEFaaFCox6fwnbg58ewjL8kvztMP1rXteVP79wkMEb4BAJBi8WjDwRXKriY+d+82SbQ6GR5OzTQH4ZzLzGnvDBeHPxYFJ+1/+a3k/WfMyGHm3sRCj4mbE7trjoo8XVn68vVHSg2S67XxGw3Vbcop8C1lzVeHFfUwYp356dNNDXLBgtRfJ5ziU/jubH1b+co8ef/2Zx95qbP17cTNCVeft8AQvgEAduV7zfflq73VuxeL5F3XWhroUhNB1B/LKbCmJvl/fT/n0njae9JjW0+Klt7S2Fiqi5/5TthioRmd/oCx6/EXnnlVGaNj1+Nmkmtfz5XK0peVKfOFZ16Vm4K37Xkz8dnPyQ9578X9ablcYwSKRenN14hn5VP4fn7VPvE3AeWLU1n6cs+xAVefupAQvgEAduV1+H5r4NC6+hKRvNu7a/0ekWmi1YlcdCGWb/T9nEsT097NJy6LFeCHrl6XJMWMcshcM2yx+zr7e3V4XBmgd9ccTU7QmkuuiZsTr+06LZeJqy69/98fyg859LV7xJVPP1j3wjOv7q452nt6MDUTLNaBz6k7SlZdXane3sqLcZNye3pPD4rZ7sTNic7Wt0UJinx5ftW+vp4roov4EgAAIABJREFU7g2gYBC+AQB25W/4TkzERfKu2DG//8pJv0eUC9HqZMmS5DVBOOfSxLT36LX4fWsPa6yns2RJqvgk67mJIkOL3VcYOBdRzs6mNRDMZdr46vC4cu48meP/4gH5IQNf+EpmNJeDeEN1W9fRd27e98+enQrpttrK1+S962xNrl6UuDnRtudN1Sz4C8+8Ojz4ob9DDTjCNwDArvwN38d7G0WRd7DWrTRD2epEFoRzLk1Mez+766xo7B1P3ErdEItJs2YlH561JbboXZgR8XuODYgZ66cfrFNXROQ+bTw2cm3gXGTgXKT39GDbnjc7f9EkIvt/PfWyKn0qL7HbbpfvNnrkeJbdyTDgYJmKbcODH4rXU9Xn5Nr4jZaGE6o/ETRUt42NXPNrtAFH+AYATF1b9y+Vw3fH2R1+jyV3ylYnMt/PuTQx7X2qb0ScZ9kzMKq+WblskEEvv4GB5H2KijIXthTlEM8+8pJbs7DiR4JiN68Ojx9p6hGF0S9883H5PmOf+7zcPryl4YRuB/F01dXV06ZNq66udmXwudu5uV3eqZaGE5p3GBu5Ju4jLicOnfd4nHmB8A0AmKIuRc6IroLRGxkpMPiUrU5kHp5zeapvZPm20zuPvJs2dZ1t2jueuPVQdaecvJ/ddVZ706IspKhI9yRF/TUjB85FRPJ2cfJV7OmiRZk3Xhu/ceLQ+Xf+fJ58nyN/8Hd6U+Oal28Wf/e2TxeFQqHbf/WzQcjf18ZviIlt4xNMhwc/FNUp8oX570yEbwDAFLXz8Gqxko7fY8mdqtWJzKtzLs8Njc9f0yZn6Me2nkyeMWli2rv+0EX5UfetPTx6TadFdCyWKinR640tVurJWJdn3y/fkGNfeekmq/tngjiT0uClnuzfcviJzQalKXrJW/bZ2/2f/25pOCGKSczcf+BcRJzqKgrEIRC+AQB25WPNd/TGqDjVMjLa7/dwcqdqdSK4f85lNJZ4oOqoKB2RO5bsPPJu1mnvoavXRWRvPnHZ6Dm6ulI7ktkeW79/X+LmRPm/1cuxb8Zv/k6ze7XvWXsIijdoxgz5ioFzkZaGE6oOhqrLom8+/hlF8pZN++zn2tra3NqRbBI3J8QvB5M1M5JiVaPaytdcHV4+InwDAOzKx/Dd1lUjJ++t+5f6PRZLMludyNw/53L5ttNi9lo0Lbl71YHl36scnXaHwbS3eOBjW010lSkvTxWf9KYveKTfv6+v54qc+ZbeuzYUCs2YMWPMvcYvYp15zdVzDJux6BkYGLj99ttV4ft3v/g/2/a86diwcyQW1nl+1T7zj1KeoMkSPCqEbwCAXXkXvhMT8apdC+Xw3d2fZ4NPymx1orrenXMuRd3I3asOvNH7wdDV62KtnLtXHbjv8T0H5j2g+cADXe+JafKLwx+bejLxQ2L27LSzKkVHwtJS1SPEYpZzvnaPnFwXmF+yJ1fr1xtV2IszMk1PWo+Njd15553ysD/xiU+I8D379//2yfu3+5W/xVR97+lBaw+k+beKpfDdFJ78PBRX9mXe3FdZPHl7uCmncQAA8lHehe+3Bg6JDoOJCZ3K44DLbHUic/Ocy56BUZGzt7xyQVy/s6ln/opmcVPZi2eisYTygdFYYtFzRzIfmMXAQKq0Q9knW6yFmZ5rEzcnypb+lxz4Pj/9CyK81ptZsscCUWGf2XGltzdVkZ/RjEXPXXfdJQ+4qKho9uzZRUXJ+pNPffLTjy78uS/5W7mwTq6PFcX3eg1Spqzcw3dfZfFk5lb8Z0pTWDuSmxkHAAAe2NbysBy+W09u9nssVmW2OpG5ds7l+2MxEaCXbzutanJyccbvPvRvNSJ/L3ruyKm+EXH7xv3nxPVpD8xKVNcUFSX7cIsdVJ5pKkmSIikuvXft7NmzlyxZIofXGTNmDGddssca8S6oprdFzYxWLxRNYrShUGjjxo2SJNXU1IiJ8L/+42/Ju+Zx/hZtEy2cNynejsrSl90YW/7KOXz3VRYr5rMzknb6zbmOAwAAt0VG+8Vi8vm3sI5Ms9WJ4MI5l/HELVFesui5I2mNSiabnMQ/ddv2jU3KEzGr9rwdT9w6NzSurFTJ+blFafWsWVIsZpBrRZ/pP/uDv9u4cWMsFps1a5YcXu/KumSPNYsWaRfAiIIZc5Pu5eXlInmXKjbV2NgoX/nrv3bHE4u3epy/bdZtJ25OmGxQONVYCd+KuJ0RvlMVKVmqTurq6soUysvLywAAcF/5899Lhu9f/LPfY7Fo24MPytnu8m//duatl3/7t+VbGxYtcuoZv/90nQjQpU//XHnT8T/9U/npIl/4QllZ2U/W/Pv8p1rEnRc8tW/BU/uSqX31TgtPXfX447HJnxMdX//6pS99Sf7v3QsWpN1vTfnK+1+Qo95vTv/vP/3pT8vKyh588EGRSe69917r+69j3733KvddVv3jH8tXJj71qXVPPZV1IwsWLBCD/OpXv6q69Td+4zfkm/73X3xLNEVZ/eMNDu+Jlqd+uCn5dI/8h8Ut/NuW5Bb+7787OzZv1NXVWQ3YRsqcD9/iiqaw+aJvk88OAAigPKr5jsWjosPg+cEOv4djlV6rE5nT51y+0fuBCNM7j7ybdptWb+9oLFG1523lFLh8nqVuY++sRCG78pI+r99zbEDOeffPW6k8yXLlypWikNr5BdvFnyCU9T/i3TFRdt/Z2Slqu+fMmRPLKBBfv369KJ5Rrl/j9vz32Mg1vfXkzROdUl545lVnh2dZ7Hq8bc+bLzzzatfRd/wag5XwnV52kh6v07J5xq3ZxgEAyEd5FL6P9zbKyXvT3rDfY7FBr9WJzNFzLt8fi4l+gmUvntEdSUbXv1N9I8pGhHs7c+uVobZgQVryzlh858WNbaLmRNneOxaLicrpOXpL9mRjlNrFekA1NclrRJ2MuEZ/s9OnT5fHNnPmTM2uiLFYbMaMGfJ9du7clWv+Hh788MSh8zs3t9dWvpZT3XauC+toUiZ43xsOjo1ca2k4ISphnrx/u18jyTl8ZzvhMjX1rXk6pvE4AAD5KI/Cd/XuxXL4Pt6r3Ys6P+i1OpE5d86lcjX4B6qOqnqYZF3ScvRafFXdm3Jqz+08y0zDw6mzGzMm9WPX4099/5dyovofX/qK6qFdXV1idnm95s8VQ9XV1dOm6S8zKfp5yzXoYi68qMi45n5sbGzmzJnyqKZPn26Q78Xk95133pm4OWGcvxM3JwbORdr2vFlb+ZoyaMqX3TVHzexy7HpcPHZ48EMzD9FjuVOhg4YHPxQ9KMXFx9V/cg/f2q0EFSUmqbLvHM68JHwDQP7Kl/B9frBDTt7r6kti8ajfw7FBr9WJ4NA5l6J6ZP6atnNDGefMZVvS0mGNjanwnb7sTtfRdyZXiPxJaUbzb0lxRmNRUVGvaskeQ9XV1fKqN5/97Ge183dbW9rJr+LPDvqz7AMDA7FYbPbs2WJInZ2dBmMYHh4WPx4aGxsz8/e18Rs9xwZaGk5sKWvOunx9beVrWSehHSwXETPoJnO/swbORZSvlVgtqOfYgPeDEayEb/fGAQCAe3YeXi2H75ZjG/weiw3GrU5kTqxzKZbFuXvVgQNd76lvzjbt7Qp5eZ2M1iU1zyRD5x995Rt62VqE3dmzZ2eWVmt69NFHP/nJT4qzIadPn66Rv2Mxafr05OvQ1SWVlCT/e+NGzW3K8+h/+Id/KDbbaOLVW7ZsmbJtiyp/G1yefeSlhuq2I009yqnfLWXNseu69feJmxPPPvKSU9PVYs1RjxsO9hwbEH0SlT88Bs753+CI8A0AmBLGoxHRYTAy2u/3cGzo7Eyt+6jH9jmXF4c/nr+mTXQMNHoKb6a99cWux1eFk+nq63/2Db27DQwMiPnjlcole7SMjY3NmzcvlGH69OltmStWisC9cmXqB4nWHyWqq6vvuOMO5QbLzb1Bysnvrq4uyTB/b3hiz75fvtF19B1Vg7/Xdp1Wzv7qnUYpTl3d8MQeM2Mzpmw4aLOCxeTTnTh0XtS6KOttPHh2kwjfAIApofXkZjl5b2t52O+x2JPR6qS5uXnOnDkblVOt9s65jMYSD1QdlZP3sk3Htcu1RemL4cRtY2PjnDlzFi1a1NjYaHK+OVfKmhPjku6NGzeKSg85wmqqqakR5zgqfeITn5g3b57mdlN13vq/izKT95//+Z+b381FixbJjyqZfE8TNycaqttEfchru0739VwxmNKWFPUk8lT02Mi1zPvYWVhHk/iRcKSpx5EN6uk6+o6YsxcnerY0nNDcTR8RvgEAdgW/5jsxEa/atVAO328NHPJ7OPaktzpRdsNIreNo75zLshfPyMn7vrWH3x/TSsyi0Nlw+8PDw//zy7MXffMnd81eOP1zny8qKiopKampqXF2vcn/WLVbTlp/8tW/zbrlOXPmyK/VrFmzMn8M9Pb2ijvIfuu3fktMOYdCIY1p77Ex6Yc/VLdB/Ku/UlXbt7W1icYmWebRdXR1dYkH5lS2rt7O5G+VJ+/f/rMfNKjmg0WVyLOPvORUf5ITh8570HBQFJeL8bftedP4p4hfCN8AALuCH767+1vl5F21a2FiIojfxzlIb3XS1tamXT1s9ZzL+kMXsy9IWVqa3PiyZQab+peFD4l1GZ+8f3vJ1x+Y8Zu/Iw919uzZ69evtxMiZdfGb8gbf2Lx1n+4Z37W+w8PD4sQXFpaKnqMxGKx0tJSZc6eMWOG/HrOmzfv05/+tHzloszl4kW3E9Ulo7Jl3rx5t912m9j+7bffrj2Prq+kpER+7DLDlz2rvp4rohTkZz9oUJZBi6n013adtvMUSsqGg26kYeVfAOQZ/ROHzvve2dAA4RsAYFfww/fW/Uvl8N3eXev3WGxLb3UiTsVTZzJL51wqk/eWVy7o3m/mzOTG9Sdum/e1Prrw55kVyd++69GZX/iKGPOsWbOWLVtm3O7DgJhV/fZdj5o5c1GSpJqaGvHsv/qrv1pdXd3c3Cy6/olcruy6/cQTT8jXFxUVqefLTYdvSZJ+/dd/Xd7Opz/96VyTt6SY/C4qKrL514Oh/g9+9oMGkYnlEyuV68lbXlhH04Yn9shbdrzNyNjINeWJlQ3VbcGc7VYifAMA7Ap4+L58tVd0GIzeGPV7OPZktDpRpsa0RWRyP+dSmbxX1ekv4NLbm9zyjBl6d0ncnPjRfc8l56S/94vMUwOX3PP0739ptjLvzpgxw0IT7orHkwny63/8d+ZrypUruotZbTElr1kOPmvWLPkONaqlc0yHb2XdyN/+7d/muqcysWCQzclvSZKGBz9UVkh3HX1HVG7s++UbNjeu4lLDQdUutDSccHDj7iF8AwAK3O7X18rhe+fh1X6Pxbb0Vie9vb3K4FhUVJS6Z47nXKqSt9GaOKplZbSseeQXohrkVMfbks5CJw/fV/lHX/nGpz6Zir/qaGtIWXPyox8+Yv6B5eXlv/IrvxJKN3369I06/QElRadw9TKZpsO3OGPya1/7mvmhqjQ2NorR2j+BdWzkmrIxiHttSQbORUQptlPb7D09qFxF6MSh805t2W2EbwBAIYveGF1XXyKH70uRjNXR8056qxORCIXUrG0u51zmkLwlxYLqOgUtTS92pPLc4/+uvClzie8n79++MvyfJd9YXHTb7aEcF8Fp29slb2HB3/zQoHuJ+lFa5z7edtttu3btMnjU8PCwuHPaapTmwvfY2JgoKG+20XxdUkx+W/hDQabY9biqH7ad9eT1JG5OiCoXR5L9kaYe5WmjQejebR7hGwBQyDrO7pCT99b9S/0eixPSW52I1hwi2KXN3Zo75zK35D0wkGqrpzXzKtplPHn/9m9/c5nm7Gzserxtz5uqrnAr/uU//+wP/i4UCs2cOXPM3Emi5T9KPvabf/mPZu4vzJs3T163UvaZz3zGTAX2XXfdJd8/rTm3ufAtloifaan/jJKoWZ8xY4Yj3Rtj1+MvPPOqeCNcWgdenBPZtke/osmExM0J5Z9QKktfVrUzDz7CNwDAriDXfIsOg8d7vVqF0VWKVidjY2MiPpaWlsr/kdaOw8Q5l7klb0mSysuT21ywIPPGq8Pjax5Kzmov+uZPXt5l9Jprrocy52v3hBStrA2IHhpPLN5aXvazrPdXEfnbfNeR+vp6+UWeNWtW6lpz4dvB6Wplc0mDOpmciIYhjld7C6LF4ZYy6xP/qt8Jxkt1BhbhGwBgV2DD9/nBDnGqZd53GJQpWp2IGdA5c+aIhoN3KtebzHbOZc7JW5KkOXOS26yvV90Sux4XTS2WLai49x6zs9GqlcD/6CvfMBNS99a1y/e/9xv/aq31x7x586ZNm2a+60gsFhP1Kqn2LF1d0sqVGhdFGYx4d+x3KZGJefQ7/V5e1DzxY+nJ+7dbS8xXh8eVP9V21xwNcj9BA4RvAIBdgQ3fDQdXyOG79eRmv8fihPRWJ6Jlx/r162OxmJgFT9VsGJ5zqZe8+3quvPDMqy0NJzSazQ0Pp2pOMipDREuTJxZv/Z0vfDmtMDob1WLpd/7enxcVFRn3H3zywS3ynRfe833zT6SS0/mdkuKkySWTy4uaId6pBVp/LrBAOfm9adMmR7bpAfETq+voO7k+duBcRFSNP+n+YpmuInwDAOwKZviOjPbLybusdu7IR0N+D8cJilYnyllYOeaKwobU+Xz651zqJe+rw+PibMinH6xTrxEoTve86y7VBl/bdVoEo9//0uzS0tJcdy5xc2JLWbOI71/+4ldnzpypN098dXhcvmfpd57/rzr1HLx7xBy2+WYjw8PDoiLf/HqWWYn+7r/yK79SXV3t1GZdJT4kuTYc7Dr6jvJj6XizcI8RvgEAAXJ+sKOutbSutbS9u/bUhf2XImdi8WhOW4iM9p8f7Gjvrt3W8rCcvBsOrnBptF5TtDppbm5W1R8vWbJEvmalstpY65xLg2oTEX/F5dlHXupsfTv5931RcZ4+YdxzbEDc/6//+FuWTwRUdt54YvHWmV/4irqv36SaquSS8t/6m4ccOenQPNFYvT6j8EaTSyUiw8PDokP5r/3ar+VF/hYNB3/2gwbzjxrq/0Ak72cfecnxNojeI3wDAIJC2RZQeVlXX1LXWrqvs6K9u7b/ysnIaL94iIjaOw+vFstYqi7nBzt83CknKVqdiKgt5phFCXja2YoZ51waJO/O1reVTSSUEbyy9OWetrdSUV4xIT08+KHIRt++69GQapX7HF0bvyGeuvQ7z8/4zd9ZqbVU5PLvPS/f54fff9zyc1mzcuVK+XW+K2P6X5MI6450BhSqq6vFhHooFLrjjjvyIn+L0pGh/g/M3D9xc0KcSLDhiT1jI9fcHqEHCN8AgKDYeXi1ZnrWvIg2JsaXwpn2ltJanYhIJyoZxAKK0ycXv5Qk9TmXBsl7bOSayNByy4vO1rdV3QCfv+fpvi9+VVLMRiuz8tJ71xbddrveXLV5ypVfSr/z/PTPfV5VrXH53ffFrUdf9/qX1cDAgIi8Wc+eFH+gKCoqMtk/0QzNVuXTp093sKzFJTs3t+fUcFB0FXz6wbq8aymoh/ANALDLkZpv0ZmkrHbuWwOH2rtrW45tqGstrdgx33wil/t57zy8ur279vxgh3KOvBBMtjrpeu01jZwtSaoqcElKO+ey+cRlg94mooNbZenLoolE4uZE2543lSe6PXn/9hd++J/yn/4TNyfEo0q/8/znp3+hqKjI/GI3BoYHPyz/t3rROOV/fOkrytM3f/508kfCd+c9av+5LBDt1ct12sgIJSUl8j0X6a8Gao2qVbn5hon+Eg0Hn1+1L+udleVMebSAZVaEbwCAXfbDd2IiLmayW45tyLz1UuRMd39re3dtw8EVyvKSQo7aKopWJ6LyQRXpRChMlSNPnnM5+pU/mL+mTS95i0j05P3b+3quqJ752viNltrOpxdvVUbwhuo25VonX/7iV0Oh0LJly5za3eHBD1cvqRVz6n9W/BeitvvxxRvl69f8tMKpp8uJqPAxLuNWnmrpyG8SFQutyn13bfyG+MxotNNRGBu5Jn71ubHopo8I3wAAu+yH79aTm0UxSa5nWE4VilYns2fP1jznT4TytBBcVCSFQlv+97/KyXvZpuOq5H1t/IZIObptKJqbxz73+Z3f+FfV6ZjyRV6ZcsaMGQ5WVkiS1Ndz5anv/1J+iiX3PP2jHz4iSdKbx3vlax5d+POcuhk6KBaLmUnV4u1wrxt3rq3Kg0Cc1GvccFDc7dlHXsrHlXQMEL4BAHbZDN/KnoBvDRxyalSFZrLVyfB3vqNXRtzY2KiR9mbPHp12x/wVzXL4fqNXfaKbWPfbKOUsWpR89p+sUTbkfvL+7f/4N/8mP2muPbPN6D09KJ7o23c9+vKuxqd//B/y/w3P/4njT2eeaPhtMNnv+DqUmtx42V3VtudN+R3cubk9632evH/7wLmIl8PzAOEbAOAz0ROwrjXn5tBTyOSpkzX/9E9ypMs8tVEsOF9UVJRqwLdsmXLaW/UQZVmtUfvk6dOT8+69vZIkDZyLyD0BH/1uxac++WlXJ3eVJTGL//7xR7/97/J/b6x8waVnNEOcSanXV1H8EEp7LyBJQ/0fiIaDmktUio6E5s/LzC+EbwCAn05d2C/6CRbIUjgumWx1UvInf2Iwnyq6oIjlIUe3bNeb9r42fkP0MzGYhpTa2jQX6xH50qWaZqHpxQ5VocuPv73B90QrJrY1WyuKUy0drIMvGKLMKXNWO3Y9LnrdbClrztMF5I0RvgEAvoneGBXNTNq7a/0eTrDNmCGFQrFQqOgzn1G3NFFQrjkvX7Ol9mhy2vuH6qliccbkz37QYHT225IlyfCtWLcyFovNmjVLfq6c1lq35pfV+5Th+0f/strtZ8yqtLRU3v20xuqSJKW3I3T1Z0meEh+813adVt0kiqB+9oOGwujqnYnwDQCwy3LN9+7X18rJe9PecGIiLkmS1NgozZkjaa2rMqVNtjpp/uxnjc/hE+spLliwQJKk0Wtx0eTkjVl/qlznsq/nisiyxqe+STNnJsP35Gy6JEnl5eXyE02fPj1ru2tHlP34F2LAe15q8eAZjfX29orCEtUrIHL57Nmz/RpekOk1HFSWGGX5TOYzwjcAwC5r4bv/yklxnuWlyJnktZOtrKWSEsnvuoIAmWx1sui//Tc51Wmu+yhJUmdnp3yHmTNnSpK05ZULyWnvBzcr17lM3JwQBSe1la+ZeWppxgxxXSwWEz3FnV240dhPHlz/5P3b77/3/3r2jMZE2xnlixCLxURFSt6dDemN2PW4CNlievvq8LhY5km3605BIHwDAOyyEL4TE/FNe8Ny8t79+trktZNNqZOXO++UfOolFziTrU5mTK6r0qmYhFZSdsF798rVtGnvyXUuJUna98s3xMKBWf64v3Jl8u1Q1JaIau+Z6VXgU83GjRszZ7jFi6N3LiYkxaJO8gx34uaEfAqvapmngkT4BgDYZSF8t3fXysm7Ysf86I3R5LXr16eFb3m2NRglsz3HBl545lXfltlbtkwKhTony4hnKCahM4np2Mf/I3me5bLyltTfE9K7SWTfo1mzko9VLF0uzibUm4CfIsbGxsRPnd7eXvlKsdQRp1oaEM0E5QV0WhpOiF+DQ/3qbpgFhvANAPj/2Xv7+KbK+///DAGj08+y+/BxN527q/tss3Pb59OJc9mcv3XVaVC7FfAmKGARdBWUhdtSKAm3LVW6CqOGQrsUpKbtgAClhhshchugaLgr0RZMtdhUKZxfTHlc3z+uk/e5zsnJyUna0lLez0f+gOQ651znpIXXeZ/X9XpfbS582rLIYaLi+9CpTeIHJpOg84xGUX/rdEQpTeJqEv68Cx6ItwU6+mAGGRmE4/Ii4lu9V3lubi7HcTfe8pUR+fVC2XvzPogrCX/etXxmLaRJxDmuzwdtNcEFxDZu7Ks2N/0HWOFqsVgIYwRn5TgSTaD5E1DbbJr77s2NfT21XgfFN4IgCHK1qay3UOVdvmWy5ANY2Of1ErdbzJZm/BJ9gqf+PRAH0fkMEtxuYjT2/GwNBsJxaRFVp5htBzgcDo7jfirL9tbp6JXcXrkXRE/8GwmbTbj+jNyHNZ24mpBIA79J5M6HU0phR2TAqgO4s129eFtfT+pqgOIbQRAE6RZ7j6+vrLds9BSea9NU5zvaVA/B3q3tTeIHfr9YZKX4fKIcp/qvjxy04EalbSBjjuN58YbBFa+orJ1gkHAcZNfFbdri9/tvvOUrf5Fle6enE44LfPU7iZUY09OF02H62KelCXcBvdq48VqBXV7pdDrVw78RFggchN8stbzLAQSKbwRBECRJzrX5yjZNslZkZs6uh8TA/T6n6OGOgg91FlePpoPrD66UfGa3s75kgWBQ1H/UjiJtqK7CO76PreuOzSg/7Nhx1nXgXKO/vZMPJ3GarEOavk43nlce6nBI3OqapxoHj4dwXGlEfGdkZMTd4pemF6nyfnbZTuGt3NzwDUNeG1EAEW/x17TB7ZBOB7c9Xq8X7gGCPXWC1zhQ7YYEGFxqqQXWbTJn7Brf4ea+ntFVAsU3giAIkjB8qHPLvuUQFAjiG141by882bw3ekPYqrh6tBDsDZjNgtSTRdfxvPgRbbKowUr7ju9jqj5lr6z57hnlh4tr33PsOHvo9IWzgc/i7gq6fsDDcbpETAHWqs5xJDs77s41UVpKOC4jIr7j1pvbL4ZMc7bR87WWVAnv2u3uu0bAiQSaP9F4XNntEAjN7J46u2sfuCEBLEw3IiQW/KUQ/E5tqTrQ19O5eqD4RhAEQRLjaFM9VK+peyRzdv1GTyGsoYRXcfVot9fe0Sl0kD7X5oOPFKQ5OEyYVA0RMB9TX4rimAiHTl+AiD0tr4klnjqPctXtYsdl0AeN+/wgXhWej8PaRPbFuDWSJzeX5zhdRNjF7WgD2d7GCSuh9+Tusm2ibX3dfk3HhXuJSFg1a7Fw9aCv5toHrDiVjmEOAAAgAElEQVS4DjUhaOTlQG0jHwsU3wiCIIhWLnzaAmsl6avqrVkdna00ajDcFTraVF++ZbJMgtOFlUeb6qlHxVqRuWFnVG9wJYeDHIcDVg0SnY7EKACfDXw2auFOqj7HFe9p9Lc7dpwt3XRiRvlheF/x5dhxNnpv26sPs634Vlld9K+e+vfkQy0WsU4M/dgNBtL97o8ZGc6Iqou7xpFtaTksdThthAlnMWfsmtdGFIR/Mzz+04NIT02i04F/Rra4EAEee+wxUN533nlnX08H6deg+EYQBEHiE+4Kub12trZdXD1a0VhCCLnwaYvba2er4+xrkcOkYAqPGL4bsv9OXdqh8BWFXXu9YgtMpQiUlrZLrPL+KCjX8aHwlUZ/e4P3Q8eOs/mVR3JX7FfR32wbSNoK5MCOk4ptsQnPixNzOgnPi/HYGizacTAYzBFhFzdXmy17003Wr3CD8l79wHR+6M2CpFaPZAELPpPaIYvVQyglJSXg9uY47pZbbikpKenrSSH9FxTfCIIgSByazh8sqRnDCmi3186HOuNu+K5/R83bC2Xie79PKQXCbA4NHrokaybo4KllB1vaLimM9PtJWlp0UZYQ8lGQH1e8h24+auFO5c2jCIWv5FceUdTf4DNZMuUN+licdalKbNNOp7wHO3RlZ2wbyRAMEo4DZedVbTnElr3v/vPjg28Ykn3/30F5VyzbHi6zSwIcjcaYhXnIXI88YVBsKIO43W5WecPKS7eqMwq5nkHxjSAIgsSk83L7hp3zZAYSST6gtp3sPb6eNpPfsHOefJ0lIYSQljt/M/F5e/TiyA2731fYYzAo1pUjzuNOPjyxxAMballJCcTS32AyYVeDQT7axrXviLvIyBDmw1amoTG7TkeSNgF7PO6IpIvbyx3K3rkr9j9tHvt4xkugvGvse4RBPp8kQEavV7g34HnR4RNR54qt1BFCyEMPPXTzzTeD8r755psfeuihvp4U0n9B8Y0gCIIoc7J5b+H6LJDdheuzJN0oGZJoL8+y663GUdNqQfta1x1jzdkzyg+3X4zS62CqLioihHTyYTCQZM13Hzp9IdE5ROtv6MA3Z+ya4IWLMBKSBxe8UCWsEgPDOsdJRDbPi0X6pFuulJZaIqoOVk8qwpa9dx85X/D8api/QpSEzSbKa+pTZ3MDITOR0dnQtb5IFkeDMPoblTcSFxTfCIIgiALhrhCrvDd6ClXSu5MW36HwFSjWPpzfkJW3dVdjKyGkpe3S1LKD8P6ohTsbvB9KtiwqEtRhTo5MNws9ZZKaDLufZQvrYwULLrO8CfknhDAV7mh7t9cratzkNGtubmpEfKsHjMCVnPzqHmggP2fsmgfvfUJ5A69XfIBADTOwf8h2jPjCoWu6TqeLG7dyffLQQw/dcsstqLyRuKD4RhAEQRQ42bwXFlZ+0HpMbajDkTm7Plb2iArtF0Oswp74vL0lbyE7YMPu99nEQOu6Y2KXHJcLSrPWdcdgjFyjJwjo70fy6mePWxur94e79gi4qAkhsNSyc0ONY8fZGeWHJdOAkESdTktCuQz/734nqN6hQ1X6tkDZ+2+ztiyMLBKdM3ZN2o9+q5Z8x/NiSAu0EQ0GRV94ZMIWi1B/N7EtkBAp9u6Y+5HrhqTE9+bxkZvwu5edVhxxetndHMeN35zgPBAEQZB+Ali9dx2tUBvn8RCdLnN2vdxxEY9GfzvrLbGOnNupuyU6vfts4DNwcj+c32BeuluwlAQCVB0W/01co6mYFZgoVH+PfUmoHFsnb4gec7HjsuhI+Xc14biP9IZVj73M3ipIglbAY52eHjNIMQZFt94qqF7V1BRa9s6e6crLqYQw8r8++DTdNk6rc49HkiEDf05NhSHYNR1BeorExffpZXdHNDfzR/mQu5ctG4/iG0GQAYnTSYzGbuVX9Hs6L7dDqiC0yFGADdRTCv6LhWPHWXZhZV36oyoJ36HwlTUNZ9jxxbXvhcJXiF6/5v6x8OaahjPJnaziEec8X0Ul7NiXahU1fcWy7XSA88l5xSOmxkkN9/tF80m8rEAJwaAxUu5SqarSsvcT0zbPGl8Byvt043koV+fm5sY9kKSNqHSqbLw3dk1HkG6SsPg+vexuRlRvHh+tvoURm1F8IwgyAOF54Ym8NORugLHf54RsE7VxMrmWlhZ3z518mPVVm5fuPlFZp2VJ4omWDvPS3WxPytJnF7FyPNFzVMF3uJlK2Nnj1j6SV69YU4cUwuk5/2Y1N2QdjiveI9kAWrXrdEQ1LpAlWF+vpbHlqq2nnrRsAp/MgheqaAyi0+lMLJ/E5ZIEEXo89G2z2axVxCMIEo9kxDcjtxXEd0R0xxHflZWVVgabzWZFEATp99RkZ4M0qTKb+3o6vcbrwlLL+a88H2sIeyngteLFF1X2On3+K3+duxl06hPzaubMX7x/+HC67e777lOf1DzromfmVUXXmF+YXJbkacZg7t9XUBU7Jdchyv2CNTBgSsGKUfl1UGYePd31cH7DU/PetBS8WmBd8Ej+VrqJpeBVdrcf3H47PdMLX//6orlztczE8qtfUdX7q//6L/ln820Fs5YWTC+e89I/p0xaBzaY/An2+XMW0yHTpk2jmw8ePHiutiMWT5vW9KMfEY47etddwtWYO3fw4MF0P88/H/PnAUEGHpWVlcmI63hYe1h8i5IbK98IggxEjEZRaw7QwLXW9iZoRRmzk47fL5ZITSbB863qqXAdOMdaoldtPSV8AGF82pqSHDp9gTWL5z+xIDTmmQRPUY3ghYsgZJv9bWydfk3DGdeBc1DbnviikHliffLVs6vfgD2UbjqhXI8PBMSLpq1DpPknP6Gq12oa6T/R6q49snHtO6sXb1vwQhVMkn0ts7zJpiISQlJSUuge1LvzqGC32+ke0jQ82UAQJC7JiG+p7USisMWlmHFWZCrPA0EQpF/j88lzIQYi9QdXUvFd8/bCmINgBaHBQIJBUXzH6ALD5gmOWrhTTAMMBsXrqdnG034xRDXx1HHLO3W3aLG7aGdL1QEqZFdZXSQqf5B9PTFLaMFT8PTrfLvY0+dESwckjofCVyR7h57tKjcbPE/cbmK3B6ZM+VnKr3JGFCjqbAXlPauOvyQPRDeZTN0M5zYaBdu5TbOnH0EQFRIW31oWXBJCsPKNIMgARBbKNhALgeGuUHH1aCq+m84fVB4EsdYRBZk5u16MyIgYhSmdfJiNAsxdsV/S9R26skcuptfrNRqNFosl7sK+9vNtoou6hwh/3rUkktMnZHgr6W/z0t2OHWc7Rz35WkQZH9hxMnJCTqPRmD13Y8zoQ7DrpKQQnic+H3G7SV4eyckhRiNruTZx3EujX40ltQsmVK5evG3xfNezk51PTNs8pWiX4hkVFRVR6WxO6l7R7/dDOQ3jvRGkR0hcfEdyBDmODRPcPF6eLIjiG0GQgQXPS+LYelTz9R+azh+EeG/lEW53dBpG5ux6seUksybvoyAPjSflQd2U3FzZVhBpZzAY1HvK0NGyOOpu4t1zhkrbJVPeELpXEkIICYWvLKk+TpdRug6cC4WvkECA6HSen/6JLZPD/H94z8iHI+055ccIBOQ/SEovJ8elDLsDpPbymbWrF29z1x45sOOk/0QrrXC3tF0CJ0+s1kJut5tez1QmN1A7eXl5dPMM1aBDBEG0k4z47r15IAiC9F8iNdp3M+6oyrv30H3fIRynPbbiWqHm7YVUfLu9doWPg0GSkqIcWe3xiEYUQkhUPolo8mYBw7fTSRilCGRkZKgVXDMy2M27z2v5G6nYddceiTO0qIhw3MWbvlTwjJ1uEmj+BCL5brzlK8qB3xSo9yu+dDr+3nsNN930x1//NWZzeEIIIfBIIXfF/ljT5HlepxMSU4KJ5/OAZdzhcCS6LYIgiqD4RhAE0UZGBuG4+sd/Ah3Xj977LTKwFAkf6oR47wuftiiMMJkEgajXK7TUAV3ucu1qbIWibNZ8t3LjySjDN9RZWXQ6XUy3MRTOe8KO3NL0MTg6LnZcjjM6EnC+YerrIJEhko/juN88sYCe/obd7ytsDg8KUlOJ0Ujy8khpKXG76XXIzc3lOC43u5Du2X9CIWr9bOAz0Pexyt6UtLQ0OqVE++PAvZBer8d4bwTpKVB8IwiCaCAQCA8ZtOHFX4LytlZkLrJnXMh7sa9n1pMcOrVJLd6bXSyo2PAl4ol3vFjELq9s9LcrHy/K8A0ysaioKCcnh5XgqampHqmbnBAmPDs7O+mzBjas3EXFblWJO85QKPPrdKcPCYHfiyev/+pXvgYTvu2nv4dI8oSm4fV6OY77mn4YGGAUh0HZW8HZIoVKeY7j8hLq78PEe+fk5CS0IYIgKqD4RhAEiU9HgaVs/j2i7K74C/1DycoHYobxXYOUb5lMz2u/L6pE6vOJPRqjlu5lzq6nY0KDhy7JEvu9TyzxKJguAKnhOxgMytb2eTwekOMUs9ks8U54vT21+PVix+WCCZUqlWYJ0F0oJ4cQAms0U7/7S47j0tLScnJyBg0emjmtll6HEy0d2meSnp7OcZzxrhF0nzX2PdFj2LL32cBn0QNYICswId82z/N6vZ5uqHDbgyBIsqD4RhAEiUNre1Nx6f2gvOsPrrzg3bnInkH/umHnvL6eYM9w4dMWiPfuvCytVfO8aM6mGR1SqPju5MNTc+0gCmeUH5Yvr5QhNXzHypO22WygAqkFQmy0zvM9tfh19+ZGKnZfy98YZ2gwKN6HeL2EkO3Vh+m22ff/neM4m83G83xqauovIm3nSzed0DiN0tJSeprPPWql+zzdeD56GJS9reuOxd2nz+eDS6dxGoQQh8MBzxy0b4UgSFxQfCMIgqhxsnnvosqHQHkfereGvn/0vu/Bmwp14msQt9ce83YCStQ6HVEqgmbOrj8b+Ay6zzyc31D64vI4x4syfIPJIdodEQgEIK+akp6e7qMJJxHvdTcXv0L12lMfr1N9UZGs3M725bnlpi/5/X5CiMfj+VrKnfRqPDavXh74rUQgEKC3GfpbvwbuczZ0hQI54lrK3hS4e/FpjoXJyMigm2C8N4L0LCi+EQRBYrL3+HpQ2IUr7/9g3vPiZ+npG5/9OZSKz7X1TNRdHwLx3ieb90o+cLlElRxDh2XOrme7TtalP0p0ujhNc2C3EQkLAtEdo/uMy+WC8A1KaWmpuAa0G4tffYebVcSuHCjYM21rFkwRxPeTI16AN/Py8u5/sZJek+q3GuNOIzs7m57XiD+OoXvbsFIhvRvSG7WUvSmgpO2KZv0oAoEAXGR/9MpaBEG6AYpvBEEQBcJdoY2eQlDeJct+f+G/b5GESefkhIcMWrHoXmFAzRi5VeOago33DncxXRLZUGqjUXHbOk8zu7zy0CPPqC3KBKBTT24uIcTj8YA1QiVYg+d5i8Wi0+nSfvRbCANRa/poeTM6HjuaimXb1UP9RMBlLr27yH5onCDfJ5WzszWO/Ae9Mg/8faX6jiGmkOO4ZTPWyxr9AO/4Pk607E2YGJlcJoVdBZvNRscbY3zpCIIkDYpvBEEQOXyos7LeAsq7fM7d/M1D5NKzqIhwXMfXbyosf5AOq6y39NF8ewC406g/KNWIRqOY3q2Ut+3YcRa04LjiPS1tl8QEEvXlfbBnp5Mw6tBkMqlP9WLH5RXzazV2XI/VGLLGvsdde+R04/lA8yeB5k/g07ZAvJWREBHIrDoNBAKDbxgyc0wZ3UlLkxj8595zCK7PwsKYVhzqEadX4PGRT8FUo+8WoOy9pPp4nKkygLJP07YyFSajsVKOIIh2UHwjCIJIuPBpS0nNGFDeG6f+NjxkkIKrIdLo8eRj6TB419GKhI/ndhOjkZSW9tT8kyDcFYJ479b2JvEDkNExutiwyntq2UFheWUgIK5HjNUfh+fFMcEgIcRoNGpRe6cbzy94oSpp5a3+qli2Pc6VYqfNeGNoC/cHh5sV80memFdDL9EdxidiWa7h3kOv1zfUHYg1Hyh7Z813t19UruIrwibJxE3shqcQOp0O470RpMdB8Y0gCCLyQeuxwvVZIKb31i0Q674yFQLrBXW6+oMrYZMPWrXacAXA1NF3ztqjTfV08mWbJkk+gLkpeRVY5Z05W7qgEBpPMq5oCdCjPjWVSKVhLIcxfylUY9/DauU//vqvg28YYrz3XvEOIUoptgU6/Cda3bVHNq59Z/XiberC3Xe4Oc6VgqRzaQAIDQf81je+r2gcb/B+SK+SccLK9PT0aDnr8/mgCWVpaSl4YLx7zshGQtlbuV2oKlDMjmWpJ4R4vd7S0lJ6OhzHmaMyJREE6T4ovhEEQQSONtVDAXiRw/SufwfJzlZRn6BNw+8eg4Ts4urRHZ3xUqIBn08Ujn1X/AaPzd7j68V3QR9H33hIlXd+5REh5xsAkZqernxIMHybzYRJtYtlimhp+hjSSOaMXbN8Zu2R/T6xOvvjH2sPPAl/3uU/0erdc8Zde6Ri2XboJx+/7E0ISU+Pvqnw+/0wk1dn1ETr5lD4ymMFb9Fr9SXD96OzXKDqn56ezl8KQdy4rMtm0mVvCoTJFDGT53ne7Xbn5eVlZGTADQCgItMRBEkaFN8IgiCEEHLh0xZQ3sXVo1vbm6LjnOVAzobT2dHZCmkh5VsmS9YsqsD2jIznde4lOjpboWwvWTMK5maL3MsuU96h8BW5+GbtGYqVbDB82+2E0YXRywHDn3dBijaYOmhdGZJPvH/6U/cDT+LDLrVk7DTgGMnOzoaw8NWLt7GbFte+Ry/XT//8nE6n8zI/TpBuTt9v3OdX3EMofMW8dHfSZW8S8cbQNZQOhyM3Nxcq3Ipg2RtBegkU3wiCIIQwzR1X1I0XStcQ5xyrfBvppk7l6Qetx9hGPJqOCo0SOY7o9dEF5qvArqMVdM5Vb82SfACeE2mwd7TyJtDhkgUeGkS3NI+S5gaDQbHUGmj+ZPlMcW3lkilvsB1nIJiv6MEHY90n9CQQdi5tZQ92DpfLxbbJDDR/AmMOnb5Ar1jGy28MGjw0NTWVmk+CwSCcO73xgBb3srhxiJRJruxNIl3r1TEYDCaTyWazYUtLBOk9UHwjCIKQ/T4n6GYxsRvinGMtAXQ4ZEVrELIKadmKQIOYqDV8Vw1YXfquf4f4LnhOUlLYwYrKWxmI8Y7ujyjdOYhC2fK+3ZsbQcjOGbumqsQti/6AUm72PfdoylfpDjxP9HrhKC4XvA2Th4TEqhI3TJjdAdSth6UO5zjOYrEQQnJyckD18jwf/rwLTjl44SJs2/2yNyGE5/loYwnHcampqTk5OXa7XXv/HQRBugOKbwRBrnc6OlvBcLJlXyQMzuOJX5AGxzajUME/Xbg+K475m23xGKtI3MtAtb5wfZbEKqPkOYmlvB0Oh9FodMriUFi16vUSQk43nq8qca9evG31xJXbf/1X910j3E/nN+7zz59dmDLsjq/ph0HIYFugY5XVBbJ7wQtV0UsPCSN8U267TbSn9xJwoyW9G7FYLHQOOTk59B02uJAtfq9pOEMv3f+OnEs3gSxtjuPo1TvdeH6OUot7KHubl+7W0ikzFuCQMRqNFovF5XIF1RshIQjSC6D4RhDkegfkcknNGFGAgvqMiCplpHl5hJDOy+1QS15RN17N/O10ysV3LH9LrwHx3uJdByXKcxJLebMKUl46ZRS8/0QrW8ZWz+FmM0lWL94mW3cIsKXcwI03yr6IHgZM6tIen4qGGcXid0vbJXr1THO23XjLV9jaM9x1QJyLu/YIbMiWves88fJYEATp96D4RhDkugZS9qwVmU3nDwrvsqZk9QANsKYwHtlzbT4opW/0FMbclvUQg/6+ipXIcFcIchVFsw1R8JzEUt5Q982cXc9FL5eM7Cd4RxqbVaLxVTChcvfmOC3ZISfE+b3vKTrUewY2lIZZaul2u8E0wg6PVfyeWnaQXsO0+82gvHU6XSCyT7jrYHv99FTZG0GQfgKKbwRBrl86L7eD+pSoZGguE7cdIKyYlAZasybymOYTyK1zOkUR36t5HVLe9e+ACr3kA6nnJJbyhogSEN+sjhQwGMI3DHltRIG4YrLS5R92h++7v3T/YYy79kjpwirzA9PND0zPeXQuW/BeZXXFbzZJSG5uLp1ALqQN9kZiI6yslSbSgGPbErXQU7H47Tpwjl7GsYu3waWD4D//iVa6yTLLm7BJ+8XQqIU7seyNIAMJFN8Igly/bNg5D7IF+VCn+AHI4rhKDhJRotwpEJ9ytCkqCYREtXiEKvhVzHeremuWQrw3kXhOFJU3z/MmkwnkY0ZGBhXfnDRDmhBCLJYNf3gOKtn+E63EZmPPVCVkUAtOp1MwMd9+u7DbpPajBs+LF4TxtfM8r9fr6dG9UY9HFIvfnXw4a75b0N+TpnIcZzabYY3pxrXv0PHbqw/Td0LhK0uqj2PZG0EGGCi+EQS5ToG6rzzog41zjpv9B5keUXZtSD7ZsHOewoYya0eMdJHeo/Nyu3JtPjKTljt/U7rpRLTyDgaDGRkZoLxpGjSIb5raATvb/dom0KAH6o8TwoSj2+2Eyep2MREi2gkEAoJ5Y8gQvpcCT8CaL/WWuFwueujU6DgXQkiM4jeI6TUN8iWkyyxv0vEtTR8TQuo8zWD1xrI3ggwkUHwjCHI90nm5HXri1Ly9UPJZQkVoSCzR62WfnGvzQZCIwobSAnACLvMeYu/x9XR6lfUSy0RowsSGtD9NHbccZJ9MeaelpYHyZsvV8L49kswI2R1zxq7ZONwsJPRBBIrf7/MxXSqTzTgXW+30UuBJRoZiFg2kjEd3rKQoFr8h8Nu8dDc7uKXpY3DmvOP7eFzxHsXrjyDIAADFN4Ig1yOQ8lG4PkvS1pENyNO4dA88CVExycrLGSnSAjAhjMiTOTd6hxV142WumBMtHcW172XN3sLKPlb5+f1+aCgTLTohdZu2iG8LdICHe/UD08M3DCHZ2eJThZQUdpOMbpSrxVY7N93U84tW/X5xqSXTqpMNWvErtvAkhCgVv9nokkOnL8BId+0ROnL6tDr24puX7q7zNKPyRpCBBIpvBEGuO5rOHwTHhdyQDf3e4y61BEA0y4KuGU/5rqMV8q2kGdiEMPZxozHhU0oQqMovcpg+7ujcsPv9iSUemeZ+OL9hSfXxd3wf0018Ph/UmNnyNsDzPOTubVj/JnSmXPbS+os3fUmw8UC9PzubMFklcqd4Ioitdr76VWHnSTlYlMnLI0puFofDQQ+arpoOqVj8XrX1FFxe8SwsTjps9HQXdLJ07DjbyYd77FwQBOkfoPhGEOT6ItwVAsOJvKE6YeKctctBiMKIsh9AjqHM2iEWgFmzCuTZafGadw9a+J9S+uLkldXRmnvi8/a6Gf9ke5h7vV5YXKjT6RxRkSy0vTz0cJny1GJYZBlo/kRcwAq3HEVFbPG4O70VxVY7t97a848OlJZaEkLA9R73tiG6+H028BnI604+/FGQX7TmIB0za3zFiDnbaRvL5HrIIwjS/0HxjSDI9cWWfcuh6CsPAWTlr3brQlSTeaCjsxWOJem2A1GGsk1SUnq+dhvFrqMVU0pfzCqok2nuUQt3Fo/KO/GtO2SWG5fLxSpvxZWRVHwHAgGdTvfHX/8Vyr2N+/yEMEV9eHm9EFSS0r01ppJWOzGSZ5KEXWrJ3A7R0xSOKItWjEKx+J27Yj+95jPKD2fNd4+fUkMHvJC7wbru2EfB3r31QhCkb0HxjSDIdQR0U7dWZB46tUn+Mdv1RjtQxlZKvYBulyeb94rvMungbrfbaDSW0kxDeL/H8/Ii7DpaMev1x0fM3crK7qllBxu8H4YaFBJXnE4nCE29Xh+dqUeh4psQ8vLEfNCaEJlHAgGJ8tbrCRPRndNtrSy22omRPJMk4MuXfh2lpaX0cEZtBqHo4jf0zaGvl59bRwc0bH2vZ2aOIEg/BsU3giDXC+GuEKwyLN8yWWEEeAyYVuHxkSV2S4FCe/3BleK7UOF2u8EnHQgExFKrdsd5ItD0w9ELKyKL+XataTgj1lmlvXUI42ym9elYyptA5bv5k7nPrqU68snMqZKqMPh5IvV+cJA7o7zyiSK22omRPJMMgYD4tUpdMaD1o43vynuKKn63XwxB4HfW7K1g0Ql/3tUDM0cQpH+D4htBkOsFt9cOJpALn7bIP4bE7nguCIfDIdaqKUpN5iknm/fKu0hCGVin8+7bB+q2tLRUDC6UZmv0CFR5v7B8JhRcT7RIW0gyvXWItIlMSkqKSqYH5WLHZUiqnvTYQt3QmyV9H2ElK8eRoiK/3w8+lqRDBgGx1c7gwcIh4rlB4gNrQ6XlbXbmQc3epOjiN+1eNK54j+PfB6LjwBEEGcCg+EYQ5Lqgtb0JDCfyho4UsHzEiG2meL1ehYy57Gxh26iOmHyoU97LBsrbRqPdbgfxLXgYoEKsraqqEaq88+wjwXBSuumEZERUlx8oexsMhrgqM/x51+rF26iInDdh7df0wzhZw51gkA0yh4gSjc4NdcRWO4MG8T1lmoenE9LVpTabjR4rOxFvkqLzmwLXzbtH3nYHQZABCYpvBEEGPuGuUNmmSVQBl22aJFn7SGHjvWMnb/A8zwZdi64DWFCo5NWurLdIYg3BWZ6bC83VxUoqZNsl5DtXBXptPrGonCrvccV75NHRUZ4TMFfYbLa4h4DW6HPGrjndeB4a7kjCQOiJZ2QQJi1Ey861IG+1083AE3gMotfLkmfg1KIjX9RRbHjJXwqB54S/hPEmCHJdgOIbQZCBD2s4aW1vUhgBiSWqZmtWK3ORzuqEqDWZJ4z23egpJITxqDidbHK2oOahAt0jxmXm6JP/+TIYTtj2LgJSzwn0nuQ0BHoc2HEyc3Y9FZG7NzcSpmqu2HqdzSdR8ZEnhNhqh9PcnVR1d4p3U3BZ9Hp9om4ZxeK3d88ZoQ/R4m3dmjCCINcOKL4RBBnIhLtCNW8vBOOH22tXHit9SLwAACAASURBVAdiK3YhFozFgJiRBzZuJcUMESuF67MIz4P12X/0qGyHJpo8mGiLzdiA8p5TnpU1XzCcFNdGRWpEeU4sFotkSrEJf95VMKGSiu8NK3fRN9mGO9HrKd1ut/wCdhux1U73V6yySy2l9wYQZG5OStxHF7/hnQM7TiY/YQRBrilQfCMIMmC58GkLxJvQhBMFwwmR2pFjLCv0+/2w+tBkMinYvqFyHLWHcFcI+sy3blsHJXYwfIOVRVh9CAl3qu7zuIDytlZkTixZB+3KFZomSj0n6tJZhqf+vTlj12TOrl8+s5YN61BxdUM4SXISVhGx1U5kMWvy+wITUdRzDHhSoRh2HhdZ8Zvet9C/Xuy4nPyEEQS5pkDxjSDIwORd/w6QvNaKzC37lisrb8IEccRe/AcGaLr6UCFsLnaTecL0md+7bDyJ+CLAxJKXl5eeni6KXQ3ziQurvBdWvQqGk12NrQqjpZ4TqPEbDIa4B6IJJ5mz62W122AwGMtbAjcb3Q8ZBBRa7STdNTM1VXH5rMfj0X5ZYsEWvxv3+emfV1l7sacSgiD9DRTfCIIMNMJdofqDK0F6LnKY3vXvUNsAAkaiskooYDbgOM7tdhNF+wEso1Qyruz3OYU+80szIcwENKjb7YYMDbPZTPx+MZVPe6NNBlZ527fMMy/dRZX3kurjCqOjPCewGjIvXundd7iZysclU96IzqiGCjfrXYGoPo7jtEf1aUHeaic5Ze/xQBCkbKllTk4O3X93ugKxxe9VVhdrlEcQ5DoBxTeCIAOKzsvt5Vsmg/RcUTdeIdKbhUndVgyHhnonK0YVXMtQrlYySYt95lf/OTxkEOG4YMTwTa0m8pV8UHxNXEGyyrvqrVlFNcehe3z7RaXav9RzworjuNneFcu2U/m4pepA9KdsJDas2ky0PaR25K12kstRgcRJqcJmW8p7uufFh+I3vNoCHfE3QxBkoIDiG0GQq8oHrccq6y3KSds9sXPWalLz9kI+1BlnGzD4ZmREfxgMBsHmm56eDgEXrMlBUKiqTeYJ02f+gzu+SvR6sS9MRIOyhXCxjp6gK/rQqU2s8t5/shUMJw3eD5W3kXpOoKifoXRBWKCIWzChMpZl2WQyCYI4EhsC78QtqyeKeEmTzmqUhpGzn8C007rdfJQtfs8Zu2b5zNpu7hBBkGsLFN8IglxViqtHC0sPFSP/ugFb8V3kMO33aasZp6cr9lKhQICdXq+XlYHltm8mxoQohdBt9BQKfeYf/wkxmcQybUSVQsBITk6O9nabMuDyVr0169L/z5uX7qbKO7/yiPIGUZ4T7UstIdu7qsRN28tHA+sgaYGf7ZrZUyGDgNhqh+P45AJP4E5Mui0bdNPNsjeFLX67a2N8NQiCDFBQfCMIcvWA0D1rRWZlvSX+BtrgQ51Vb82CPRdXjz7Xpm2xHbirowy+hBC2/aQ9qt+kgu0bAryVZOW7/h1Cl5/595CiIujVAhpXsp6P5+MGsEQDl7ekZky4K1S66QRV3lnz3R8FY4RSSz0n7FJL9Rzrix2XIamjpenjWOKbMF1pioqKwK7TnTWLKkha7SQReALfINOjh81+6Y7bm4Utfrc0fdwj+0QQ5FoBxTeCIFePLfuWg0S2VmSebN7b/X2ea/OBo4Nq+vhWEyB2O0mfzwfGEsVEPAXbd+wm80TaZ/5DtwtkPbvoELSjx+MRl4FqbtYIy0zdXnujvx0MJ64D52JuI/WcRLtEYkETBueMXfNa/kZCiIr4ZgU9VPd7MGSQRd5qJ6HiOhiHdDp2nSs8o6BBNz01VfrcoGLZ9p7aIYIg1wpJie/N4yP/a9y97LT8w9PL7o79YZx5IAgygGHjrtkCbXf2+a5/xyKHCXa462hFYtvDukZpbDPP85D9l5KSolgDVrB922yKbREF/P6y+fcICSRVVrqhzEAMeRoWi0W0QMRrcwPATYi/9b2JJR6qvKeWHYy5gdRzwq4p9Knm9IU/71oy5Q0qvhv3+Ymq+CbMTQXsP/pJQo8gb7WTUAd4eAjA3BiAbYZLvJ88giCIIomL79PL7o7IauaPwObxKh/GmweCIP2NC5+2uL32ynrL0SY1daWFpvMHIYEErMlandlKdHS2gvIuXJ/VdD62ylQEKp16vcxzAsVOnU6n4vGV277BqK2Y4+Fw7Hrkh3S2+ctHKxaYJdV0thCroZP5uTYfuG7WNJwBw0lL26WY20g9JxB3GDeHRD1hMBrQxIr1/h5E3mrHotnaxPp83G54G+7BejybBUGQ65aExffpZXdz4zdH/rZ5fGyBrfZZjHkgCNJPCHeFjjbVs5l91orMOJl98YAVh7uOVoABunB9Vufl9uR2CNMr2zSpo1Opd4w6FotiqBwoYI7jbKpxdXLbt2qTeZKb+8EdX6UTnvXan+mG0YsaYT2iz+cTPSGMHIyF22unO6+o/xcYTjbsfl9tG6nnBOrTcUu8EFCtcbEgu86S47j0qM6RPYW81Y7mhwZiUiQTVgOpiDqdTv1RAIIgiHaSEd+MpFYR2HG0d2VlpZXBZrNZEQTpDyydZl1htq59kJXdwqt0XPK7tRVY1/xF2M/iWVar1fp6Vrd2u/w5YfO1Dwo7TJDOW2+leqti7Fh4c9q0abfeeiuVXLfffrv6HsaOHUtHfvnLX6bv8JHqafG0abLBrcOGhYcMWmTPoNMe9t3/4jhu9uzZsmF33XUX3ed999139K676N72/u538c+n/BFrRWbB2odGFtRQ5T1y7n8KrAtiDa8YO5buvOPLX7ZardBuU6fTzZ07V+U48+csFhYLjiufPzfm/mUMHz4cxPd9992ncaskuP3224UbG4678PWva9zq3Le/Ta9G/QMP0HemTZsGOr5XJ4wgSL+lsrIyMVmtDWsvie+Eyt7aj44gSC/Rebl97/H1K+rGR2vuynoL+BmStmifbN4LnhP6DtgkFjlMicYOtrY3geEkSeMK2J2lsRvQ3NFgMASUeu6wKNi+YZWkrKQdDNL3q6b+mk57eEZKilKMoMvlEsvDUI6Nl5rX2t5Ed5tbugQMJ2cDn6ltI/WcwFLFuEstN6zcRcV3jX0PvKnu+SY92qRGHXmrHQ2OHYnDJ/KlwwVJTU1VD35BEARJiGTEt9R2Iv4lxpgE5oEgyNXkbOAz67pja+vdNW8vjNbcK+rG7/c5qScELNpJ55PAIdj2Oht2zqNvbtg5T/uuwl2hsk2TuptXKJWeFNaaHDflmiK3fcdqMh+xg+9/ZjiduXnqrxUTPySC/uhRMTtc9U6AZpwXrH3o0Xnbqfhe03AmztQZzwmrjNXjt9mEwUDzJ/B+XPFNIkHmcXv3dBN5qx0tgSfwwxAJvYFbII72PEIQBOk5Ehbf8RZcks3juUSVdwJHRxCkhwiFr4xeJAi1v5dMA81duD5ro6dQlpMN/Wuq3pqVxLHCXSEoVLPm7M7L7fC+dlkPk1nkMCVj9SaE8DzR62WZ3KwAjVv9BeS279JS5ezCSKZh6/QJdPJz7Rmv21cp7lPMyysqEpOnVeNB6COLF5bPpF+oeenuUPiK2rylOSdw1xHXje2uPUKV9yqrJB9Gi/i+Oshb7aj713leDIiMhN7wPA/dRrOTaJOJIAiiSuLimw0TFFV2RHIzn3FcAmmDKL4R5GoS7gpZ/70aluWNmLvV8q/x5VsmH22qVzSWdHS2gjpPQu/C8sryLZNlH0E0ddmmSVp2BWYVa0Vm8gEsEEvCrK4Du0JaWpp2m4E87RsMDDKjSMSOwq9cObX4D3T++45sU9wnNPcxGo1iEnnsYOwLn7bQHY5euF7TOksiL/yD1ixVSigH2IRB3+Fm9qP+I76JrNWOSuCJzydmTXIciZTk4YZKr9fHtR4hCIIkSjLiu/fmgSDIVeDCpy0r6saPXFAF4vvh/IanluyM2QSREEIItJBMOEs7hueEEu4KaY8dDHeFwJWeXA1eAIqdeXn0Da/XC2VvjYYTitz2HavJfGQhpnfTpsee/bn6lQwGg2JkR3W1WoIKISTyKMDyr/Hg9m6/qGrNh3sPjiMeD3TWpB3gVbbz7jkDCYPql6VvkbTaieVycTjEpx808YbnibS5kvqtCIIgSHKg+EaQ64t3/TsK12e9vOIFIRBjtnPUtFr659wV+1W8CrBisrh6dEJH5EOdip4TYL/PqXFBJzTILK4enXRAoWLndujsmBZvaWM0cts3FFPBbQzl8JSUoqKiu+79VtxiP6z7tK9cGe2QkUEd8OYlK+j3WFz7ntp0vV5xh+nphBDIOYnbO/21/I1UfHvqVQ/R10ha7UT3sed50ZpPF1ky1hT4NnsvDxFBkOscFN8Icr0Q7gqBx+OJReWCP+GekY0pd2bl19O/Lqk+rrJ5cssujzbVx10cCQso6w+ujDXmg9ZjYDh5179D+wTkOBys9CTSLoZJBHHIbd9QVgeXNtOr0mQy3fqlG+FE+FCn4j4hYTojI4OYTMqLOAkhEUfQnPKsEXO30S9RLeTE7ycpKaLb2+9nq+zqSy1bmj6myrtgQuXFjssaL06fIG+1wzb0CQRIerqovFNTCRPgDYYfnU6nfjUQBEGSBsU3glwXdF5uh5Y0M8ueEvwJs1ztt3yFcFzd4//Q0pYF2rgkFE4CfpVDpzbFGgPNL2OtoeRDndA7vebthdqPrkBGhiC8ioroG9DF0KS9JwuD3PYd3WQe1HNREe0183ykz3ysuwhx1aBOFywsFDZXarK49/h6a0XmxFcL4PFFzIkGg+LyTb2e1tGhSBy35F9V4qbie0vVgehP+5XnW95qB26o3G6J1SQ7m9XlwWDQYDDQrbSvuEUQBEkUFN8IMvD5oPVY4fosqLY+/89qKtRW/fk5ePJeWvcu6O9Dpy8o7gcW9lkrMjW6PljPifom6rGD0B2zuHp0rGqxJgIB0XMSCBAmmS5u6TcWctu30ylbwAehft6qKjrskWd+QU9no6cw1m7B/+B45RXRIBHlyS7fMrlg7UNZBXX0u2vwfhhzonDXodPRWA9CSFpammCPjtyKKHKx47LQWEeaMAj0K/FNmKvn5DhCrduwdJVegajzzcnJoZsYDAYM9kYQpPdA8Y0gAxwI5qN15be8tVnz3YI/wfB9kCOhQ96pZQfp+6MW7mxpu6S4N2i4E710UhEtnhMK2zfnXJuPOJ3EaKRGC7CbWysym84fTPQKSIAowEgVGdRnXMezChLbt98vWSLJ/BXKzE+Oe5ieTknNmFj7tNlsgnE5O1v0ikgXg1LPCTj41RIGId4ExChjz9DpdEHWmxHFlqoDVHlXLNuuOKC/iW9Jqx2zWbzxoC7wKHMRrDrlElxxiyAIkigovhFkwMKHOsHyQWvG59p8q7aeokLNOnKuKEc4jhQVtV8MjSveQz+dWOLp5MPR+4TQQBXVyAJiXcVzAkhiByNys/Pfr4PXfMu+5QlfBRnQgdJuJ1KPb3dC5eS2b/A2BAJil0qjEZZ1Fi1bqr4IlRDi9/vpYL1ez48bJ7eyEEIia1XBwb9q6ynl+YETRhq9B7VexXY/gErCINDfxLe81Q68jEYSdZvB8zzcgyVnPUIQBNEOim8EGZica/OBSZoWnvlQZyh8BcrejSl3CtVZ8L8ScqKlAwbkVx6J3m24KwQOlrhF6M7L7VBx1+IV6bzcDjt/N30YnVjNS78BuZ90c3sBKELrdCQY5Hm+pzy+cts3LOlzucSSc16emD/t9cJtiUrAIihC1+zZ4ipJ5iahst4CDv6H8xuUEwZhgSknaf3DumXUmzh66t+jynv5zNqEL00fIW+1I02WZHG73RBN2M17MARBEC2g+EaQAcjRpnoorLJ50nWeZmFZ3kuVYh0UVB0hhJBdja0g5hRblEN9Ou7Cx0OnNiWayS3GDpbcFx4y6Ggklc9akflB6zHNFyAGUADOzibMWkODwaBuuoiL3PYNSXZMi0q/wwGVbBJZKKm+elUsqI8aJVrVdTqSl0eCQXpvM35ZofAoY53S9fF4xA2NRtYyDlX/VKbTkCLXSsKgDEmrHb0ebO6EEJ7nHQ6H2Wym618BdeM7giBIj4DiG0EGGmzP9sL1WVCfDoWvmJfupkJt1y/+P8JxDo4z3n136ZAhRJrIBtaUh/MbdjXKTRGt7U1Qz1ZfQwnFXe2tKNk2OlvG/LRw5f30z+7qbrTUASDrw+EIBAJQ9qaSq9HfvmrrqRnlh1dtPaXepKal6eOKZdsb9/nZNyW2b3CWM1Zje0kJHZCRkUGYy1i4PitWRR882QaDQbxNihiXD702Zd6aESPmbo25TNbvF59spKTI7BaQ8aKuOE83noeEwfDnXSoj+xtiq53vfpcGugcCgdLSUjD/yDCZTLjOEkGQqwCKbwQZaEBsyIq68ayf+B3fx8KyPFtDaPBQnuP0gwYJxdqoxXz5lUegXWJ0bjSkFqpYJhL1nADs8krhRBbdG/7B96KDPhLD5xPXQfI8XZA3aPDQ/7lnROGbjaMW7mT7fWbNdzt2nFV0vQcvXCyYUEn16OnG8/C+xPbt8UiEMseRtDToZZMXMT+Ax0alqA/lW7fbTZxOceUlx1XOSH9h+Uzw6EdNNCgO1uuhnRBlc/VO8wPTzQ9M/+P/ZjXUHfCfaOUvKd8AqCcMAv3N802YJxsZGRk2mw08PDJSU1Nzc3OTyHdHEARJDhTfCDKgYJXruTYf+1Huiv1UqNUV2GnZG7BHLcXr5MOw+HJc8R5ZJRgyTFbUjY81Ey22ilhUljwiJrTYM1q/+1+E40g30kgIYZLmzOYTTS0//M0j/ztyLiu4o1/mpbvrPM2y/JBVVheE7i2Z8gZoVontm20yH1koKZHRhBAmPzFWn3lCiMVioVuJrvSiImIw8DcPsVZkZtveEL5T+zbJZjwv+s51Olm4x8WOy3PGlcNZwKtgQuXqxdtq7HvctUdON54PNH/SFuiAT4MXLqpc3X4ovtneSdGkp6cXFRX5fL74O0IQBOlRUHwjyMCBbUIpCwZp9LdDTbf9sVGE4zIYIWKWpu9RWtouQT14RvlhVoOGu0LgbIlVtYXqeBLdKFsfHA7ie/2Sp0QJ253yZEpKy9e+s+GekbmLtytK7YklnlVbT+1qbIW7Drj3AO/N7s2NMsG6YeUu+pHc9g1N5qnhe8UK+pFOpwNvg5YcRvlSzsjBji6dOHXlc9AsKTR4KDEaxf7z0GUzKp2QELI8/41o5a3+qipxq1/dfii+2W8ELr7JZLLb7biqEkGQPgTFN4IMHGApZHQnGuu6Y2IanV4fkFYBU6BEKgWcKg/nNxTXShbbbdm3XKVNDM2fpp6TJCJKgt/4hmnMT60Vmeapvx456m9iETc1NTnzya43d497sVJRc08tO1jnaZblmtd5msEfD50j39pzFgwnNfY9IEzB/C2xfUNXS44jHOd45RX6kZG5w4GrZI3dZ54QAt501hpR9dYs85IV8mZJHEdMJnG5J6fQkX7nloMw8xF/esJde2Tj2ndWL9624IUqFfHNGmwU6Yfim0S8QAaDwWw2O51OtHQjCNIfQPGNIAMEWMAXXWw+G/gMRORHew4RjsuLegov2L6jWjxu2P2+ov5ml11GC0fwnCTTCj4YdEmrlYHdu8XIDkucZj3RnGjpyJqzjVXSf5nl+t+Rc01PT1NZWBkKX3HsOAu1/xFztv9jgiBPVy/eRgjZuPYdMJ9c7LhMZLZvtp9iSgr0fMmTpt3B6tKTzXtjzQTSuGFbPtRZsHYUnM7Zp55jhb74ijLqXPysc5r5NTrtv97/nF9qBA9/3uU/0erdc8Zde6Ri2XYIOYnVWAdBEARJAhTfCDJAAJtHtIdBbKyz7hgN4khhpK1QrOUkvQ9ZllQfB52XX3kE/CdlmybFWnYJHyXhOSFeb5H0xiA3N1fUsjpd9B2CCqHwlYl5tYKH++U3pi18c1jq8EGDh3Lamsm3Xwyt2noqa7772clOqkRnj1s7v/zgR0E+/HnX8pm1rDyVWESgyTzHEbMZVvvJErXhYYVK/yCXS7gZgUzAo031E16xgSOIXjRJE0eOaW7P8Pen5tIJv/z48vqtDdovI4IgCNJToPhGkIEAJGovcpgufNrCftR+MQR9c060dBCz2R0RtXq9HtbzmSMyUXH/xbXvgf6eUX6YxoBAJnfZpkns4AuftsQN0VPD4ciWim+dThd4/30xKDAtTav5hOeL/74cjNEtmY8l18jw2NFzYMAYM/U/dIcbdr/f0vQxvO/dc0Zi+96+HXRw0GqFc5EFisMCWZWOoTzPQxw1rVWvc8/PKqij03jH97E41O0WrpI00ptizV8Csy2a/y/tp48gCIL0ICi+EeSah20MGZ2b4dhxFlzLhBCSkmKOCMGcnByxWAum6hisaTjDGqA7+TAf6oRll63tTTBy19EKFTv4ht3vzyg/TF9rGs44dpx17Di7q7G10d/e6G9vabtEbDbIhAPRabPZiNerYmVWwO/f9YAZ5ux6ZqazokJU85qX3LEV7jn/cLL2lQbvh+7aIxAVErxwUWL7jmRsOwsL6ZtpaWnynTNLVxUvFwViCm02W7gr9PKKl+kEnlqyUxbGEguXyzX2oTw61enjYlbZk6Z/er4RBEH6ISi+kUTweIjJROz2vp4HIqHm7YUQ/CerNLONdd7xfUwCgSDHQQCEx+ORFGulrXaiYf3f44r3fBTkISyPdU2Aj1nWf/5ESwfEHcZ9/WWWa/iYwnmlNXRuBoOB53mx0YxOR9RD4rzej374s1HTBMOJdWYlz/NQ9k6ombzM293ob4ezyJrvfj/wGXijVy/eJrF909kajWD4VjwuOE9oK1DFZwWOSHfMtLS0I6fqRy+sgOq7llPw+Xy/vesBwTbzjP3c+x9pP32NoPhGEATRCIpvRDM8TwwGQfpIF40hfUjT+YMqDdihn7x56e5Q+ApxOksjyhuqsGKxNkYyHUuD90NWf7/jOyZLNVH0nHTy4dJNJzTKbtkrfcTf6fSKiooIz4sRfunpMWfpdBKdbuo4wXBinre1kw9Dy5WEyt7+E63RqSayEPSzZz6GFJS1pXXCkwQmGRBEvzPGtYV7GGrZj17Ayt4jjc8Tllo+WrBdvRMnJRgMpv3sl5YnhXWW/6l8W+O5JwSKbwRBEI2g+EY0U1QkWc6ltDIPucqwzdgVc0XExjqeZkIIyc1Nj4hvaCouFmu13Vm94/sYTOSjFu5cXDWVTuDQqU2EELfXLjNRNHg/ZGP7sua7N+x+n5pM3vF9TG0njh1nwYvy6PQ6mf5O/f1TtPhNCCFud5wfQpuNcJzj90/B5o3+dp7nZc3ktcBfCi2zvCnL86a0tF2Ci2BddwzyvwsmVN72zRTWn83zfOSSyw3fLHDdqIc+Wn/T8vngIYPGFi6lx7WtO6i4KxkZGRmP/eE5oXj/0rpeahGP4htBEEQjKL6vWVwuYjQSi6W7Pbc1wpa94YX+k74G3NWF67M6L7fLPoWU7qz5buoM9qWmCtXfIUOg+iu3fUtb7Shy6PQFyOB7tGD71JXPWSsyy7dMJoSU1IyBMnxL26UZ5YdZGZ1feeSjoOpPbDBILRqDBg99at6bMv0tVI5zckTzCRuWx/PEbCYc15hyJ2zo2HGWEGKz2ST2FW1AmDfbyRJgHwLUeZqh8+Xkx5cOvmGIYPtmLm+04VsG5DPS9Zcdna2yAXa7/f/++IsRc7fSg9730Oi4JXyLxfKDb/0civf+E/J9IgiCIFcZFN/XLJD8YDAQl6vXDwdlb4NB0ra6G4d2OBwmk8mmZeUcosSFT1tgrR6tOssA4btq6ylCCOH53EgJ1vTAAzBMbvvW67Uc/WzgMzEDe+62KaUv0mkINwMbnlzTcAZqw9T3IsnliIXHY4xM8j+bXPmVR1j9LehX9lYQAvWCQWI0Eo7r1N0C/XSmlh0Mha94PB44wVLNT2x8h5vjtpiBEJis+e5Dxz8E84nxrhGC7Zt5sKDFaA49L6n+ZpexUubYV9IjPviPco7j9Hq9PfY9sMPhGHzDkEmPLVQs3iMIgiB9AorvaxX3U08ZOc7McU6O46kE6b2GyRGt4+I44w9+YMnN5X/+c1F/S3OLtRAIBDIyxO7mKs/iERUq6y1UpdGSswy2sQ51BvNbtxoi11xmPpbbvrUFabe0XWI7sU/+58s0dGXqyuceX7SFLXivaThD0wnjY7frI5MMBAKh8BWZ/hZm7nJJnsD4fCQlhf7VOnIuWGI+CvI8z6dG6v1xa8/AxY7LS6YIPdg3rn0n1rBQ+MrEEg+Yv3dufZduMnNMmeGr36G2b0n+iQZONu+Fe6rC9Vms/g53hf5mraGHu/P+R+E3yGQyRf8Seb1enU5nvGsEndKCF6poJyAEQRCkb0Hxfa0C/6NzHKfjOBPH2YcMCUyf3isHKyoiHOfjON0XviA8u//GN1zf/KYgffT6hJqeuFwuyI+juK5C5b5P8Xg8GRkZ2q3GWoAS6SKHKbo+Sph+8tZ1wipM59/+Jnx9N90kGyy3fWs2FH0U5EF9PpzfMOEVG/Q8h9rz2cBn2s/LP2ECnYk+0utepr8fHDdPGGo2iz+BkVC/hrQ/wcgG74eECenT6XQ+9YAUhg0rd1HNuszyprpJ+qMgD08AZpQfXr14G91w0mMLB98wxOfziU8VpO0kVWg6fxCyIxc5TBAaU7tHuNR/tW46cMgLNxXUTsP+HgUCgZSUlK/ph80cU0bnc2DHSY1HTw70fCMIgmgExfe1CqglGek33VSUm6tdZGjCYCAclx51rIybbgqA+tEgLILBICghloHtPAkEAiC/TCaTdsOxCnyos7h6NBVn9QdXRg9gG+uA9jV985t0GhbGc0KR275jtNpRpJMPKwYIjlq403XgXKKn5rznHuGn68474c1Q+Mr01/fBnouq9hJCSCAgW4fQctsPs+Zup2OKa98jTEIfl4jhxLvnTEImafDWP5zfsNZ1YsELQhf6P/76r/ADugItdQAAIABJREFUz4afaKG1vYnV37RR6Aulzoh1vo4QwvM89EgS7p3MZp7neZ6nN+fmB6bTmayy9vr9LYpvBEEQjaD4vobx+Xw2mw1SzGSk/vCHubm5Ho+nu4dxOgnHse2+ITWC4zjdF75go9InJUVdf3s8HnbD1NTUnJwc+ufs7OzuTrIfAxnPlLS0NO0V0Fhs2becyrLi6tGKsdDQT15orEPvASIPLnzbt8vGy23fmu0ZlE4+/OIKic+kuPY9LSl40eRFfkhyR49m3w+FrzxmWStbRkkcDlDeodu+nbtsJzhAQuErfr8fnrFo72d5seMyqOft1Yc1bgUX/OH8ho21R0G7/+i7d4IsTuQyEELIhU9bYPWqtSJz59HtcIgTLX4YFv2bZTKZOI5L+9FvIYAl0PxJokdPFBTfCIIgGkHxPRAIBAKlpaWmn/xEUYUbDIZuGR7S0vxMW5acnJxgMAi6Wfj/nuM8tDmikns7Vn3O6/WCXEh+ev0btuzNfiPeRIw6Ms61+UCQnWzeGz2ALXvDGkfbCy/Qo6cPHqy4W7ntO0Ejfvtnn4wteu3h/IZs2xvuI0cSPSnANGQInYajrEz20YFD3t88sUCuv2kjm/T0VW8chLWPJ1o6CCHp6elwwbWvKwDfyPKZtdpT+ULhK1PLDsLS0uL8DXQnudmFbPJJonR0tkKU5LPFi+n+xxevkQ2LfqakG3rzS6NfpXPYUnUgiUMnCopvBEEQjaD4HlDw77/v+NWvzBwnsVRzHBfvmfuh0xdmlB9etfWUPAbO6SQcZ4zsJCUlBVwTHo9HVnQ3c1zwZz+TiTavN6Yzlc0/7hEzRj8Eyt5paWmlpdDfhtPpdLH6ragT7gqVbZpE1diGnfMUx0SXvQkhqd/4hqCt77pLcSu57TtxIz7t1FhZb0l0Q5FAICVyiRTvTx4e8aiC/ibk0OkL8CZt+sj6stya1wQf2HEy6WrxR0Ee4sxfLtn78uPL6a4eHG7mEjF8y+BDnWWbJhWsfSirQIg/t291KI5kV1M8ONwMIYm9FOyNIAiCJAeK74GIy0VSUtwcl8txIGV0Ol0sCRIKX2Ej4Ypr3xNXyKWl2Rl5Hb0y0mazsasn9Rxn/9nPIHrcZrOxdd/oTAaQ7z1gj+l/sGVvKrXdbjd7uWRm90Z/+4zyw0I3HELOtfk+aD32QeuxvcfX7zpasetoRdVbs0B5L3KYooO9SYyyt8fjEX4MOI5fvFhxtnLbd180MQ3+5z/CPAcNUhzg9XoHDR4q09/tF0OgemeUHybMuXAcl5fIiUBWt7s2meJ9o78dJjZybBGYT354+x1J7A3gQ535a4VlrCMXVJ1ri7mig+YIfesb34dD+w43d+fQCIIgSI+D4nuAwvPEYiE6Hc9xUJ02GAyK5TfoQM6+8iuPNK6tCzBF9Fim1UAgQD2mQLpe73Q64aE/FzuNODs7mw7QvhjuGoIte8ObPp8vJQXuiQQHDv3oicVv0Ys/fdUzYCyJ9drvUy6cK5a9wSZkjh0jKLd9azZJ9yCeqVOFK/a1r8Uak5aWJtPfoLzNS3e3XwwFg0G4wunp6Qk9VHHXHpkzdk1ViTvparFjx1mY2PgsIWD76ey/J7c3Sih8xbx0F93noqql6oPDn3e9lr+RHreqxN2d4yIIgiC9AYrvAY3PR9LT/YyATktLi9YiEFXBZjYLrwkrb/vp7zkNrlmXy5Xy5S9zShiNxlh9+IqKhJWcOTk5PXbW/YPosjcQDAbZOxOj0RgMBo80iYkZIxdUqSvvjZ5CxXWWbM9zKHvzPK+78UZ6LPfQoSotUSW2b22tdnqWovvuE34e/u//Yo1xOp0cxw0aPPTep5fKflzpKcOtoF6v7/7a1iSA3kbjXlhHRbD15X91Z4dwe2xeupt2KiWEBC9c9J9o9Z9o9R1udtceoa/Vi7eB8i6YUHk1g73R840gCKIRFN8DHZ4naWluZsWkLFoEHpRnzXe3XwydDXwGTfvgdf+LlfNKa+B//diH4i333MOuLtQNHaoeI+hyuaBC2QMn259QLHsDPM+zK+RSUlJmvF7NXvNZ9mmV9ZbKekvN2wup5+TQqU3UhXLh05ZYB4Vsb7bsbbcL1qHUeK3j5bbvng2s1EDO975HJ1D09NMqw6hbadDgoWPm18AVo1084WS5ZNc4dp/2iyF6Hzt6umBiWTS5Kum9hcJXaGn/iWmbl876DySxxH156t/rwZOKC4pvBEEQjaD4vg7w+4lez2YFsoIY5NqS6uPw5kdBvnjCoodmuVg5aF6627HjbNw+hb4RI2j5NJ3jfDQCpagoVvfNYDAoyPRIR5WBgUrZm8Vms9Exg4cMeqzgTfZqTyzxxL3bkcG2tGQbuUM92xbPyS23fV918Zp2001Chf5faqViUNjDbvt24ZuND+c3WNcdC4WvsB1tkoj260FOtHRkzXePmLN99ri1VAoHL1xMbldQ9p6VU6lRds8Zu6bGvucqr7NE8Y0gCKIRFN/XB2430enYdEC6dFKxFQshhHi9Zo4borsl9fdPZU7dwIrCrPnuNQ1n4uhCsznAtD4RXtnZREmGQkRxDzcG6lPUy94sDodDp9OlP/g74fLOq82K3PPAykuNwH0UXXRI8fv98KUHOE7xKwDktu+r7gWCxybBVrXWNjzPw48NrBbgeR7W77KxPH0FFc0vTRScJ949Z5LbDy17j5qxmdXWBRMqVy/eRl/bqw9Tz0njPj81orQFOnr2XLSA4htBEEQjKL6vG4qKeKZLpV6v9/l8axrORLsUCCGu3/wGFNuq11e7DpyT2cGnlh2M00LF4yFmM9Hp5BLcYCAWC9uOBxy6DodygNo1h8ayt4Df7/3xj80Fc+iF/dNzs579/VPRBt+4sGVv9j4KEtYztKV3S2zfCbba6SbeTZsE6RwjiZwFVgvA7Q3c8Oh0un4SnmNdd+zZyU4ql98sezuJPUDvzFxLHa6hRBAEGRig+L6eyMkJMOGDd/zPz55cLHQEbPB+CKP4ffugXV7G3XfD+7saW9ku4qMW7mz0K0TdSeB5YreT9HS5BOc4kp5O7HbC9N+xWLqRD92f0F72Jl4vMRhO/vKbf7UKnpNv/iBt0OChT7z8Bv3rmgat5VIoe1vXHWPfhwqxU5uYltu+E2y10x0ckZ8E0ze/GXcwW/x2Op2weICLCnDsQ9ovhp6ZI7TsmZ+7Pok9wG/c0ln/6WYFHUEQBOknoPi+nuB5kp7uiSy+vO2nv1essMKiN90NN0SHRdR5mtlQcOhyEgefj1gsxGCQS3C93gml2YyMnjvVPiOBsrfTSZ8MFBY8Ri/mI3Pq6IbPpT/KroKNe9ATLR2KZW+QpAaO4zmO5ObG3ZXc9q25PU33yf3DH+ih8371K03jIzc5qampIMSNqitKrz41b78Ptm/f6Y/jb8AAZe/RC3YUTKjspnccQRAE6Seg+L7OCARISoqD4ziOu3fccjYmguL+17+gglg6Y4biPk60dECy8sP5DfmVR+KuwhRxOEh2Nqu//ZEUPIPB0P3z63O0lr1tNnr6rd/9r4mvFtAr+fLyjXTb7w0emvvyv6O/nZgHjdRHZWVvsPTkal5AKbd9X8UqckYknNupGnUCsPc58CMUK9SyD5n5YjXVzbMWNSS0IXytr76+j+5hmeXNXppk90HPN4IgiEZQfF9/eDxEp3vO8H0xo23NekLIxo0beZ5PjfRfTP/KV1T20cmHIcyYBoSfaElkjVcgQGw2otdTAar/4hfpQfuhckoITWVvnidmM9x7bJjx22ybYDLxvPvhlyPXf1XqcMVidjRQH5WNZCfjpYfTFnotsX1fxVY7BhD9K1Zo3ARudTQ9atDGxo0bu78TFmflfiqdX8jdwPq71IGvNWu+u3btO3QPG9e+07Nz60F6Vnz3+LeAJAp+Bf0B/Bb6nF76CnpBfG8eH/mv8O5lpxObhzoaLwEOiz/M4Sj9Sy79r/1/R87V6XRer9dqtVqef14wnHCcL4aOYffGNvPLmu92HTiX2Nxyc6kANd5+Oz1udPv6BPbWD4aplL2FYcEgMRpBebc+OHzW648/LDTWcYfCV4YPH073YOa43PmbFevZsolBfZQNiySEjBs3TpgMPVxKisbTlNi+I612evvaBgIBelA9ky8ed29slktuPFONxrlp/JdQ+5n6T7RS6Tw959+0B6eWvcHXumrrqeUza+keKv6l6e6iT34RNIrvq/8t9Pk/C9fosB7/RcBhSQy7+t9Cf74a/fkrSJSeFt+nl90d0dzMH7XOo/tjcJiWYZ18OCu/nv7XPix1OMdxKSkpbM8X209+Er2fC5+2uL12W9ko2vzF7bXvOlpRvu2Nv9nEFJQl1cepfVzT3Ox2qkFzv/994bgxTA795LqpD1Mve1utVuLzkZQU0XJjNm98ezF4Topr3yOEPM/c/5zIzIILyz5YYCfG1kdlqm7YsGF0V6X0cDFq2NGnKbd9+/1JXI1Eh4ntljguob3l5ORw2trI99WPR/jzLnBsZ83eWrrpRNy9sa2v3m9uh4RBa8GCPjkFLcM0iu+rP7dr4l8PHIbD+smwfjuxfj4sUXpYfJ9edjc3fnPkb5vHa1bf+DNxNYdB245xz9uh8zyQxnF8bS0MDneFjjbVl2+ZHKvVeZ595OiFFSATs21vzCkfYysbtfd4vHgHr5fKUHtEJpo0C8ReH2a3f3D77XEdz3uPr7eVjTp0ahOJ5/auGDsWbDaE44jN1nm5fZHDNHJBFb1uh05foHNL+9nPwPVhLd8fnQXJzp+tj7KH83q9goi/4YYgPWJRkcarIbd92+2KwzTuTeMw2+TJQgGb8Tv1k9+X7g9bvVjIPBkz9T+yWynFvUF2zaqtp7x7ztBtVy/e1v/PtB8O67cTw2E4rB8O67cT6+fDEqXnxTcjt1F89/GwcFdo19EKW9moDTvn7T2+/lyb8DQfQrvrMsc5pcpbx3HeH/+YDjvX5tvoKVzkMMWS3fAqWPvQ+GWFoL8fmbd5SumL1orM1vYmtfnxfHjwYMJx3sjRU1NTe/WCaB0WCNgGDzZyXC7HBaqrFYeca/OVbZoEV8B90KHm9rbb6ZkSjiM6HXE4CCH1B1fm2UdCbiM8MYAEayPHnX31dciWgaaVMH+VsjetB3Mclw1R616v9qshsX3n5mq6aLH3pmVY9u9+J9Tp/+d/ur+3/jbMXXsEbN/0VkqW4M7uDSLb6ddaY99Dt3XXHun/Z9oPh/XbieEwHNYPh/XbifXzYYnSZ+K7srLSivQqr060rlHQzVOXT6P/tY/Ir18+eSqv09kY8W3huHVPj7Iuf85qf1RBZ698ylo0xbr0H9al/7AWTbGW5NCXrWyUrWzUlFdnjpi7FST4xFcLbGWj1OfYOmwY4Tie44bccAOdwOzZs6/O5YnFhAkTUiNNzjmOu/ELX7jvvvsks1owz/baM/Lbj/LM2+/4Ksdxw4YNk+2weNo0UN6dt95a9vzzVqvVumCOde2Dk14Veus8PW89jJ82bdrQyNXY853vPFtQKTxSmLuxwLoAhhVYF2TN3UI/erZA8ts0bdq0wYMH0z24OI5wHK/TJXQR7rvvPrq5meNao86oN/j2LbfQI1akpV2Fw11lCmYtjdi+hW9z0rzVsQab5wk9ZZ+ZV2W1WueMXy10tZy19CpOGUEQBLFarxXxLbWdiH/RMg+kRzjZvLekZkysKrV5yQr6X/v4ZYUr6sZvqZpy9N5vPf/ft3Ac93T6sOqZv4/eZEXd+P0+Z+fleC11CGlpuzSxxAP6e/I/Xz7ZvFdtg5wcqkrTbruNaq8+7E0YDAahYCzDYDAUFRXxPH+0qb64ejRcmUUOE1zqaSX3ffnrNymUvU0mofacmgp5I/t9TmtFJth1djUK3dTpL4LpgQfocfM4rr2pBYrfbMN58A5Fl71FA8x3viMcOsH0a4ntW6cjvdyqned5uNT84sW9eqy49Ma/RTLbt0qCu6xTaaD5E7rVgheqwp939fjEepCeTTvB/xH6HPwK+gP4LfQ514b47tUFl0hcPmg9xnohrBWZxdWj9/uch05tqnl7YUnNGPA5PJzfMLPsKXUzSeH6rI2eQjCraKSTD+dXHhGK63O3Lquepja6tJSqQ3Oks09RDGtyb2O326FRC7Xf5H7xiymM/v76f9/y/Dwje32q3prV0dna0dk6v/xB4alC4f3hLqmicjpFn3fkviLcFSquHg3fRdZ8N5gQ6C+C0+kUtW9pKaTKQDukUPgKRK1Hu71FA8yf/iQcOi8voasht333cqsdj8cj3C1wHImReHPV6KV/i8D2PXV+vWKIjXB0aafS3Zsbr5Wu8ii+Bxj4FfQH8Fvoc64R8U01t4DWsncPHv26pbW9qeqtWaw0XOQw7TpawYc62WGlmxrpf+1jllaryO7yLZOPNtXLdaRmOvnwM0VC4/q/Wt88ciZ28dvjoeqwKFL5zsnJSe6gSePz+cDiTMngOP+NNxK/n6SmFnHcbUMG/elvP55rzxCv7b8fg4p+IBBIvXMYfFrz9kJx1zwvNvVkzouWvV9YPjM6IpD+IvA8b/jSl+hk3GlprNSmDeeh7C3rTkqYxjppaWkkLY0k26hSYvvu5Tui0tJSeqxszWHkvUcv/VsEtu/y5WKDWPDxU2Rlb8JIdk/9e70xqx4ExfcAA7+C/gB+C33ONSO+uzMPRDuN/vb8yiMbdr/f0dla8/ZCmXquP7gy2iXCarhdja3hrtAHrcd2Ha2oemsWXVVZXD3a7bV3dLZ2f3otbZcenbddcCS/UhFzHM9TdeiOCN84jSF7FJ7nLRYL2yXRMGiQM5JGQgghTmfTz7++fJnEivOnv/1Yd/MQo9Ho9XpJxOMxPCMFBogxL5Egc2IwkGAQjkudKk8sKpd5TgghJSUlwqYTJtApmTmOBAKsyeSjIA/fI2tEIUzICcdxnvp6sejOHF0jkrTvXm61kztpkvDcY/DgXj2QFuAr6Fkg7XuZ5c3STScU753gfVr2Zs0q/b+rfM+K7176FhDt4FfQH8Bvoc/ppa8Axfe1CmTMjVn6r4K1D4Hy27BzXiz13OD9MFa5tDfYvO80lPHKXLtijktLIxwXBL+HTtfbE6O4XK6USD9ziuUXvwiCOZvnOy+3b9g5j5Xdc1c8+t0ffo3dxGQygXYvrZoCI5vOH4QgRcJxNN6EcrJ5r7Uic055FojpTj4cPT0xK5Dj+FdeCYWvwDcOYTXR32N6ejpMTHS8JHU/I7F9GwyatnE4iMmkpYm9jPQ776THcn3724lue63AKun3m9ujXUPtF0Ng7qdlb1av9+ncEQRBkJ4Exfe1yiu1b4O0HbmgKs8+srLeoh7tB+rNsePs1ZnkP16viYQPbnv3gzblQZFe6ylf+QpVYN4YoXg9RSAQAG/Gl79+0+13fPXBR3+75d+Ldj3yQ/qqdIytrLcUrs8S7e8r7z9033eI3e73+7Ozs7ko0tLSwl0hSEMvXJ914c/DFRc7UlP+30uEzJn8yiOx5pn2ne8Ixo/UVCJtI69Y9ganuHANLRZhAvFaPyoit32ru0ECAZKR4eC4DI5zJG4d0X/xi/RAgYyMJKZ6rQAeEu+eM3AnDFJ71dZTMi/4lqoDdHyNfU+fThxBEATpSVB8X6uUbZr0bPFi+P/7icVv0f/CY3GipSNWOEbv0f7ZJyNtQm7ak0vqlY9bVEQ1oimy5tLB1Il7nJLyvAl598xeeX/c8HJ4bVw+uvNLN7LuEa/Xm5GRwYpvGnLSebkdwk9WLLqXv3kI0emgWTqJlL2tFZlPLl5DL0uD98NYUy2yWunOjRxHAgHC3D4plr3T0tLoeME3D33sowNYtCGxfat8KS4X0etzmavhfekl7Ufx+Xx0KwPHEYslualeE4Dtm4rpGeWH6Vc5tewgW/am7ZYIIa/lb6TjG/f5+3LeCIIgSI+C4vtaxe21WysyLausoMay5rtl67dYllQfV8lY6D3e3GV/ZN5meujpqw8qjHC7qUbMi4SN5CZVqdXCmtoC7ZqbZix+0HpMsm6SmZvb7aZ6l23Mea7Nt+jfDwtxKFN/LYsZoT6WeWtGqHtOKIFAQDdokFB7Ligg0gV5srI3rFnU6XSBQIDwPIH2OskuYZTYvhW/lGCQmM08x5mkzwFyEnGPQME+g+NIaWlyU70mkNlIWtougeCGgE5oZXqx4zJ0lecvXaW75e7Qs55vBEGQAQyK72ueRn/7qIU7QZNt2P1+9Bi2rtbojx/X3YN0Xm6fXvYyTE/B8RIMUo3oHDJEEGG94z2o27lcpq0XOUyV9ZZK10uV+fe6//bjXY/8cFfhmHf9Oz5oPfZB67ELn7aIG4N/WqeL1SoSeHey2J/IfeBf8H5rexN986XX4ntOKKa77qLXJC8lhb5D1+TlVx5hy948zxtkty6RGBkS2TAJJLbv9HT5xx4PMRj8HJcWZcLRcVywVeuyXYvFQrey9H6mYd8SvYASQiSj80+gq/xr+Rv7dNZaQfGNIAiiERTfA4GWtkuwCO/h/Ibi2vdkhoQNu9+X1dWuJvt9TtYho6D+U1MJx/kj0k2v1/f4HN46tBoE8bOz7jnTxGRjs5kkKt1kwMWh3rDG5SIcV//4T+Bw7/p30E9g+ebE5U56KVwHzqlP21lRIcrfQCDWMOhIbzAYgjTYJGLmIWaz+iFU4Hled+ONQun9xhvFi8Pz1FDu5TgDo7lzc3NTIp01i559VuNRwH/vUD3HgQFr+yaEhMJX2KZU7K8n21W+7+abACi+EQRBNILie4DQyYenlh2E/8VnlB9m/QyxkumuDuGuUOGGJ6Gb4/9r7/6j4yrrPI4/8suRbd2RH4cBd924rrs5K8uJe9pjTnQh4i5GEDectbuBVTbIaQiyahHlBBBKFTOUH02iLTlINQs2pEgxwEoCahloLZEoxKWWsASaSjlOW7oZFoJzsqHn2T+ee5/7zJ07c+/8nsm8Xyd/JHfuzL0zT3585sn3fp/O23ceTKRm3I4OlRTDxx+vcli8qCFsx39t0VH4Cz0f2f64kRKmppzyjOy10UH2TCbVGwkpxNa+z+j59QNzL78+f0B9+a17LvjsTY+rl8K3+D6ZTEbs+Bu78krPfeLxeDgctiKvbsjd1madamEtulPKvtUiQVNT6jmOCuH0aBRicHBQStnXYrX5bzzhhICHiJxyirrL9DvfWcip1gRX2beU8pmZw55tv/t7fqz2nH2hCK0/y4DwDQABEb6XjoXFIwMPPa//kK8e2LX/tbek0SXDXEmxzCanR9cOXbjqpof1FWYpZxKNqqTYZvf+81ikPV9m8u68euUdgxtTbg44n634zpGvXWvtEA4n9+/VF19uevAS3Yt9/dY79RukIOe/5pxz1GvSmaHfn15MPhKJJNVZ6dMQwrdIJruUsu++PhmNqncgUSN2h8PhmF0uEh8a0ol8PMBalYlEQleq5NcSsbZ4dg9UpUTm94NeVf6my4erfFV5AECuCN9Lja4w+cd12y9a/6Rai8fVUbj81ILqPXd16XNLOZnxcZUU15x6qopiUbXGTcFcyfvyL6bWQuRSyS2llImEc+Vlel+O6WlnanxwUEp5+H/3m/0K1ccNP9wVsOZEmdqxQ8fT5D53QX88HtcNAa0uMWbyLrh6PqXsWwgpRFKITiN5NzQ0TBvtXGQy2X300eqm9k98IvjjNwshOzoKPNvqF3DdnImfPa/22dL/83KeHgCgDMoRvse6hBAt/TPOFmcJentzb+9VzrL05sL0Y13CtSv87Nh9QF9eqT5pXiGE+NCNT7+l90kfAtdmZwyKNARqTfUrvnuTxz/Z7WsuR+xrLtuLsaSiK3mf/YnWpDldnaGHiY+hISevu7qI6El049pE3Vuwd8u5nWcLIU5t+mpM15x4jILzajvD0PTudxtbUkZBNx23VgZ1Je8sJezBJJPJ0HHHqUPMCpEQotU4lebm5kTa2plTK1boHWb9Gq3oavXusvQZDPK7KGWjubVIPwiusm9PW/p/Xiuryuch51Ew9+UvQsFyeGGDb0SOcvr2Tv+RYRQKF3wISvG7qNThe6xLiK6xsS73j66V7PSnvb1X9bekPYGZ/hb7jsan8Lc3/oaq8/7MumiDEA2fi64QZ2QfAvW5+zUu3hCoyW9zWfWL1j/pFH9HIuoCPqWhgB4diit5f+Av3u+uI9dr0KSu/e6vqcm6o/kOwQzlqZPoT/32R71bVq4UYuXXV/69OP30r1iFN5lGwTHWpTb2fdrqedIaDpujYC4mPzo6WvTkrbSeeaY6RI8QDe94hz5iZ2dn0vMQfX3N9j6+XSM7OzvVnn1C5LE0Zi6C/i6SM/0t9kbn0+L9IKSXfbuYs+PxV/4n3+OUW7Ca78CjkHFo+ItQoLGu9JfQ89PgG5GzwKPg+SPDKBRBLkMQdM8clKfsJOX7xvjT5tziGb5T9vRKhsjiYCKp12T5zLroBWJF9iFwvdweexY8BHpl9X/uHdXtja3i7/Z2lRpD9uR3+pRqcK7kvWz58e5VM2dnnRKRXDOfuW68qk03y1G84uajT2+8ZaT9JxOrm0WTCt/bdu7zHgWHc/tT135YR97ZyQG9q+4T0tbWVqLkLY2yb1O2uqDZ2RF7t8gpp3gHdJteGGhCX9BZWv6/izzDdxF/EHwXja/RVeVzueDSfxT8N/IXoWAZfvdbm4NvRCGyj4Lnl4xCcQUbgtz29FWB8J3ylf0MUstOnL98Ge6GQOaTi2ptndseGPQdAlfBg55pKu4QqMXVr9186T996+e6MaKUTr1E08knqxOI5dvy2ZW8jzn2KI8lM+2sn+dFft3d1t0bG2Uy6XyZtVnhwuIjfy4+pML3wUTSexQ049aZ/pYTl5+kXpa1561UN4yPj+vBmrrsshIlb2mUZSuhUMh3CdLkn/2ZbkE4lPm9jbmCfaJMfQb9fxdZ21N+FRXzB8G37Nt3arw65R2+M/46Stu5Lc4oAAATxUlEQVTIX4Sicl5Azxc2+EYUwGcUPL9kFIoq4BDktKe/SoRvs6JSCHvmuzflZnueg++wIvEfgpRd7H/0Fn0IdA30mjtu1MXfO3Yf0Nc+dp92mlWHkFePvPTk3ZNeSayvs8y7GUg8vveDTeMrzr9t1Teuu+bezZ/64tyyE3ybFf5yeqRBfOj0r2y/+vtqpU+vUbCkhPGZ/pa/+ruL1V4NoePUKOg543a7uWEpkrdMjciRSMT9PwRPa9b02E+rKfPbG1020yiELEFzdy8BfhDUt39L/8xYV4nehWYv+9arymcpCq9C+Ydv71Hw2MhfhCJyvbshfFeE7yh4fskoFFHgIchhzyAqEr5Tb7FqvnvTd0+b2E+vikVA/kOQ+t1kbS3FEKjJ794t537pjgd05++5l/er+Nj3rnepv7adua8Ok568PRbLNFpxy+7u4A++sHhk9+zcyBN71w3/Rl/Pqj9WXT8+cnk0y1rxUsqBh+5U4dtjFVLXS5taAz7T3yI+f2/Errf+tPiH6+0l2UPHHDNbyuStqEUom5ubfS+gtIyPx43glCmvDw0NWe8fPFfQLIkAPwjmWBhzrkX8Qcgyt518a0GvKv/m638o4CDVLMAoeG3kL0KxuP7T5vnCBt+I/AQZBePLLGUnjEKegg9BLoMVSGXDtxMxzKNzeU0J+A+B618qpbu8Rk9+33j3qotvfUKF1977npPhsBRiIsCMqadnXnzElbwbGxs9CsftnuIyHPatc5h7c2HH7gObH3vRXMAoy0fn7TsfnnjFs5n6wuKRi9bfosK36r9ucF9v6R6tmf4W0XLWexusl+aP/vS9dkP0NaVP3vlIJmUo1G4PZab3UbpDebR8fQb9fxBSvs/15qL+IGSp6t799GxtrSqflyC/jrw28hehGDxeZS64LLugo+DsbnzNKBRD8CHIcbACKXX49vp/orFNP53ezpWe/3/32hc5CToEUppl36lv+Io9BHrye2D0uzq5bv/816QQCftgoVAo+7V6ptfnD9wy0m4m73A4nNJ/WonFnOsss5a1bJ/6/eqBXdlzdu+mx7d97MIdp3989ZXD5k2rB3bt2O1alXDmKueaSb9RyHTla5qQEPEqTN5KW5suFQ+FQp5Llra1takdRoWQa9eW+ISC/yCk7JkyCV6kH4QsZd96VflHt/6qsINUp8CjkOHl5i9CoVy/SowLSwIOAkNQBDmMgndpHKNQqOBDkMuPTHAssoMKePW1aT1LffP9T1udB9c9piqnG088UX1HByovllJKefejX1WPdvmNLccce5TwXF5xdtbpSZK5yGHuzQW9LJHr44pNE4OPvLB96vfO1PXatTIUkm1tD+/cq3o76o81d04+M3NYP6xefHTkib05vVaORKLpqKPMXwLRqk3eUsrBQSlEkz5Vr+4o4XBY3RoXQvpdxLnEZCr7rrlV5TWWlweAgAjfqIxtT35LxeX7Yt/Wc8zXXbJBCtF+yikqk2VplGF66rc/Ug/1zaG2k09b5h31kkmnP3ck4l4fx/bMzOGL1j9pZujr7n72nu0vPTNzOHs9t5RyYfHIyBN70+++N/6GlFJvT6s5yUFfY6NO3hEhklWbvKWUs7NSiD59tpGI6/Z43CoLD6tBKUefwSriWfadOPxm7a4qT/gGgIAI36iMA3Mv68nvH+8c12l1fMX50eXLVSzzXaJFPY4uOPloW4MQosOzerijw1kEx6uJ4XxyUU9Oq497tr/kWb2d3dybC5sfe9F1RaYuGb9iU0ERM97fH7LjbF81J2+lsTEphD7h0dRWMKP2NaOtalwKaOteizzLvvWq8v9x608reG75IXwDQECEb1TMg79Yr0LzLSPtGx+e0G1Dfhi2mkS3trZmf4TFtxd0+fjq65qFEI2NjR6V4voiSyHk4GD64+yenTOLRq7YNPHC/tcLeWoHE0nVYd31cc/2wprHJRLdRx8thGgTInnOOVWdvKWUa9ZIIdbY4dvVeSYajVpvsdT/IuqMZ9n31k0xtWXn2O7Knl4eCN8AEBDhGxVjRucN2y6+/LtW/L1y9UarIMGv97PuLfjNobb3nPyu9OlVKaUcH3eSd1pvwYXFI/dsf8nMxwMPPe9bYRLQ3vgbrvLxAjO9lFairfY5byUWk0JMGUXq5iWwennOofL1GawurrLvxf97++Yvb625VeUBALkifKOSXp8/sOFHq6z8ff91q9b9VIXUv2n9vEpmWRpLm1dt/u2ZfyI8uxNOT6sOhlII2drqCqwv7H/9ik0TZgMT8xLJYtk9O7fmzklnLc/6kUyqF7/VDt9mHVGjXb8+JYTMvaf7EuAq+9aFKDd/eWulTw0AUEKEb1TY7w48p4u2b9y40YrCNzy67KT3ec9kSymlXHx74c6Hu3RvQRXjJlwX7SUSzno6DQ2urt7bdu4zK7PXDf9m7s2F0j3NOtXeLoUYtcN3OBxWRUGJhNVSMqQuG/XqhbLkucq+a3RVeQBArgjfqLzJ6VE9h3351ZtVGm69/HtHHXPc2gztnx99eqPa/4bvtS3/43cKIdrb2907tbU5F1kaXQv3v/aWuWjOReuf3D71+5I9ufo2NKSGIHLssdZ1on19UsqJCWsxpSY1QBneYi1trrLv7GvOVz9qvgEgIMI3qoIO09f/4HOfveFRFYsbP/5vHpFayt8deE6H9TOaT7WqF1xNwXt6nFJvo4f0+K9eNSe8r/7+rw8mqr54unbNzqohiNqT36o0aHBwUH3ZqQYocEP3JUYHbt3nJH3ZnVpB+AaAgAjfqAqLby/ohXKu2nCtSsbnXz/+1yvPdu2ZXJjf9OAl1jT59WerDNftupJyZMRJ3j09evPmx17UsXvVt2Pbdu4rw1Ord01NUoi4ECF78jsWi3V3dzsNE4WogYtHS0OXmtx21f3qk43feKjSJ5UnwjcABET4RrWY/8OcTtWX3PQDFZE/8aWhQ4fnzN1+MrFB7RP94QWh448V6auXT005a8jb7e0WFo/03vec2UxQrX2DkrP/BdHx/verwN3e3t7c3Kw+H6/LPoOaLvvWH7W7qjzhGwACInyjirz62vQtW87v3XLu2qELL1j3iArKN97lLDjy3688pQtOPnLWX6b30JDxuGxosJJ3Y6NauuVgIqn6jaiP3vueK1YzQfiLxdRwTCxbZl1kGQqFQtbaOwnVhaZemWXf6mP62VcqfVIAgNIifKO67HnibpWtv3rH13Vc3j07J6Wc/8PcwAP/aq3Lc1eXSm+RSCShF0dMJmVrq5W8w2E5PS2l3Bt/w1xAZ/NjL1bw2dUpu9tj0wc/aHT9FpEMzdfrii77rtFV5QEAuSJ8o8okkz/rPMPqIXjbnSoxrx7YtbB4RK+I+Z0HLj7xpPeY3TMs3d1Oqff4uJTyl9OHzMsrx3/1asWeVz3r6FCDMnjeeWb4blcjZY5g/dFl3zW6qjwAIFeEb1SfpqatV6/s3XLujXev+uxND6vc/LW7tl+7+VIVvq++/jI97e0sJj846CTvaFRKuW3nPrOfoJo+RwXYDQeTZ5wRiUR0+O6p4z6Dmln2HXvoN5U+nfxR8w0AARG+UX06O5PHH7ux/+O9W879+p1fNpdn74jef/O99777RKu94IjuIRiPOxdZdnQsLB4ZeOh5fa/VA7v2v/ZWRZ9SfYvH9fuiNatX6/A9qjYaa87XIbPse//Lhyp9OvkjfANAQIRvVJ++PinE4dOWrbvrnN4t5142cKuZv9XHilXfaPnU55y7rFmjL7Kcf33+urufNTt5c3ll5TU3qwGavfVWHb6n67vPoKYqT2q95oTwDQABEb5RfSYmVFDrOusDqs7k2s2XXtr3nQu++VNXBO+8fec92186uOsZPe29f+vDqwd26R0GHnp+YfFIpZ8PpFy7Vv9fQjX5blVfNjRU+sxQHIRvAAiI8I3qk0zqZRHPOv8Durfg488Ot3/hmjNXb0yfCL969cbtTZ985px/uWj9k3oja+hUEfsNlQyHZTIpx8ddjdgBAKgThG9UpcZGKcS4EEKIjn//cO+Wcx/8xfpHxv5TlSssO+l9t967y2wg6PpY9e3Yjt0HKv0ckMpuOChjMVVZJIWQZo92AADqAOEbVamjQ61JroTDYSllU1OTXiJR7bVj94HbuvvSa1FYvbIadXZagbunx6nRr+8+gwCAOkT4RlWyZ0Yjxx+vAnc0GtXrI87Ozlq7jY5KIeaWnbDtYxdecXtMXV55MFHvF/BVKbvhoGxqkm1tZjt2LAHUfANAQIRvVCV7TfK2cFhnbo/F5JuaJKsk1opEwmnErktQ6rvP4FJC+AaAgPIK32NddjlAS/+M+8aZ/pbMN/qcB2Cxg1rPMceYayKGQqF4PG7to1fVCYWk3ohq1trq5G/1gaWC8A0AAeUevmf6W+xYbXyqjXVludHvPABHQ4MUYlSkiEaj1q3JpIxEuGivxuiGg3ZT9kqfEIqG8A0AAeUcvmf6W0TXmP3VWFfmgJ3ttgznATja26UQ00byTllMXrfLiERkIlHRE0VgU1Mp4du+cBYAgPqRT/g2InWWgO2TvYeHh3sN0Wi0FzDEPvlJFdGW25Un5513nrpp4JprkvaqOj+zN6ImzC9frsP35Ec/WunTAQAgo+Hh4dxidTC9QcK3LuNu6Z8JGL5zmvbOfnTUqdFRFdHWNjQIIdra2pxpb92oLhJhcfIaoxsOCiEHByt9NgAAlFug8G1KKztxvsiwTw7nATjicaczhmu7Pe0tR0YqdHLIl/2eij6DSww13wAQUM7h2++CSznWJXJN3jkcHXVFX1JpNqTr6HDaRaPmJBLOeyd61CwhhG8ACCj38G02E3RSth25jdty6jZI+IaH9nb3DLd5xd7oaEVPDvlSVUOdnZU+DxQT4RsAAsonfJfuPIAUPT3OguSKjuNtbRU9MwApCN8AEBDhG1VM1werqD0+7kx7T01V+uQAAAByRvhGFZudTbnmUi8mT39oAABQmwjfqG7hsBW49ao6oZCcna30aQEAAOSD8I3q1tbmZG4WkweqFTXfABAQ4RvVTa+noyM4/emA6kP4BoCACN+obiMjKeE7Gq30CQHwQPgGgIAI36hu09NO8mYxeaBaEb4BICDCN6qeec0lAABALSN8o+qtXWu1+mbaGwAA1DjCNwAAAFAmhG8AQKGo+QaAgAjfAIBCEb4BICDCNwCgUIRvAAiI8A0AKBThG9Vsft9kLBbbc8j7yyo1v28yFpvcN1/Go+X6mhzaE7NV+6tZXQjfAIBCPTc7V+lTADIqe/g+tKfwA+QWvgs9Yh6vSTGeZJ0ifAMAgKWs7FPdtRe+c0f2zh/hGwAALGWE7xIgfOeP8A0AKFTP0K8rfQooE48gmx7DDu2JxWKT++ZLt3PWs7Po3bKXneiUm17C7GxJP6Sxt3lzymb3XVNOLy25ph4/PXznccQMd8n0wmV9TbIcMdNNZHNvhG8AQKG44LKOpGVkK28ZW5zcWLqdPbiC+aE99hcBwrcZIdXj7Nkz6driHPbQHvOs1AOYZ+U5K5z6IO4nm3KrjrB69zyO6HeXFH6vSfo7owxvjNyPUbZLRmsJ4RsAUCjCdz1xBeD5fZOxyclJ15aU3FuSnd2yzIkHCd/mPTNsyZwjvcK5RxRO3WQ+ZvrJqySb8ZABjuh3lxS+r0naEdxfe71EPv+nqFuEbwBAoQjfdSUlZs3vm4ztOTS/bzJ1ljZ1hrckO2c5Ka/bfMK3GVwzbPGpdskahef3TaaFY2cvr4fPfkj/I/reJf3GrA1hfI7o/egUhnsifAMACkWrwfpiJkmruMOocXAl5NLtnCJbzCtS+M6cIv2jcHphtllY4nXyNRa+vU+gvM3KawbhGwAA5MRJWjoa60/S5nhLt7P3KaUrRfhOvXbSVSKSIXxnDMde5RlpuTXHI/reJYeXyOt8CN/5I3wDAIDc2FFLlYZIaRVo75v3Ssil29l9v9KWnegtaRXRAWe+A89jp23L44i+d0k/g4LDN2UnwRC+AQCFotVg3VEVIIeMgmwrI6f22Cj1zq77Zbi92OE77VABikCyp2+/Cy7zOKLvXVIUHL49nyDZ2xvhGwBQKC64rD+H9sQ8WpFMTnrOTpdmZ5/Wdrm1Gsx95lvfbtVz+3T+s0pAXP1BvB/SfgkydfoLckS/u6S+eoWH77TX36dOvp4RvgEAhSJ816H0JtzpW0q7syt8Gzu66ptLUPNtHsialU+d9XV2cMVtg2c612fuesw8jpj1LkUP3+lPkGLvDAjfAIBCEb4BICDCNwCgULQaBICACN8AAABAmRC+AQAAgDIhfAMACkWrQQAIiPANACgUF1wCQECEbwBAoQjfABAQ4RsAUCjCNwAERPgGABSKVoMAEBDhGwAAACgTwjcAAABQJoRvAEChaDUIAAERvgEAheKCSwAIKK/wPdYlLC39M557zPS3CCG6xnI8DwBALSJ8A0BAuYfvmf4WO3Mbn7p3aenv7yJ8A0B92PL4y5U+BQCoDTmH75n+FiNUj3Wlp29rjzHCNwAAAGDKJ3wbcdsjfNuh2yd8Dw8P9xpuvvnmXgAAAKA6DA8P5xOu/fQGCd+qgluVePuEbydy5zbzDQAAACx5gcK3Ka3sJCVhO5di+lyRCQAAANSdnMN3kAsupZTMfAMAAAAuuYdvowrFaCY41uXuLEj4BgAAAFLkE74BAAAA5IHwDQAAAJQJ4RsAAAAoE8I3AAAAUCaEbwAAAKBMnPC9YcOGMq8bBAAAANSVDRs2WOEbAAAAQBn8PyxRkrNYO1RWAAAAAElFTkSuQmCC" 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&lt;w:SplitPgBreakAndParaMark/&gt;    &lt;w:DontVertAlignCellWithSp/&gt;    &lt;w:DontBreakConstrainedForcedTables/&gt;    &lt;w:DontVertAlignInTxbx/&gt;    &lt;w:Word11KerningPairs/&gt;    &lt;w:CachedColBalance/&gt;   &lt;/w:Compatibility&gt;   &lt;w:BrowserLevel&gt;MicrosoftInternetExplorer4&lt;/w:BrowserLevel&gt;   &lt;m:mathPr&gt;    &lt;m:mathFont m:val="Cambria Math"/&gt;    &lt;m:brkBin m:val="before"/&gt;    &lt;m:brkBinSub m:val="&amp;#45;-"/&gt;    &lt;m:smallFrac m:val="off"/&gt;    &lt;m:dispDef/&gt;    &lt;m:lMargin m:val="0"/&gt;    &lt;m:rMargin m:val="0"/&gt;    &lt;m:defJc m:val="centerGroup"/&gt;    &lt;m:wrapIndent m:val="1440"/&gt;    &lt;m:intLim m:val="subSup"/&gt;    &lt;m:naryLim m:val="undOvr"/&gt;   &lt;/m:mathPr&gt;&lt;/w:WordDocument&gt; &lt;/xml&gt;&lt;![endif]--&gt;&lt;!--[if gte mso 9]&gt;&lt;xml&gt;  &lt;w:LatentStyles DefLockedState="false" DefUnhideWhenUsed="true"  DefSemiHidden="true" DefQFormat="false" DefPriority="99"  LatentStyleCount="267"&gt;   &lt;w:LsdException Locked="false" Priority="0" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Normal"/&gt;   &lt;w:LsdException Locked="false" Priority="9" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="heading 1"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 2"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 3"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 4"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 5"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 6"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 7"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 8"/&gt;   &lt;w:LsdException Locked="false" Priority="9" QFormat="true" Name="heading 9"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 1"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 2"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 3"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 4"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 5"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 6"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 7"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 8"/&gt;   &lt;w:LsdException Locked="false" Priority="39" Name="toc 9"/&gt;   &lt;w:LsdException Locked="false" Priority="35" QFormat="true" Name="caption"/&gt;   &lt;w:LsdException Locked="false" Priority="10" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Title"/&gt;   &lt;w:LsdException Locked="false" Priority="1" Name="Default Paragraph Font"/&gt;   &lt;w:LsdException Locked="false" Priority="11" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Subtitle"/&gt;   &lt;w:LsdException Locked="false" Priority="22" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Strong"/&gt;   &lt;w:LsdException Locked="false" Priority="20" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="Emphasis"/&gt;   &lt;w:LsdException Locked="false" Priority="59" SemiHidden="false"   UnhideWhenUsed="false" Name="Table Grid"/&gt;   &lt;w:LsdException Locked="false" UnhideWhenUsed="false" Name="Placeholder Text"/&gt;   &lt;w:LsdException Locked="false" Priority="1" SemiHidden="false"   UnhideWhenUsed="false" QFormat="true" Name="No Spacing"/&gt;   &lt;w:LsdException Locked="false" Priority="60" SemiHidden="false"   UnhideWhenUsed="false" Name="Light Shading"/&gt;   &lt;w:LsdException Locked="false" Priority="61" SemiHidden="false"   UnhideWhenUsed="false" Name="Light List"/&gt;   &lt;w:LsdException Locked="false" Priority="62" SemiHidden="false"   UnhideWhenUsed="false" Name="Light Grid"/&gt;   &lt;w:LsdException Locked="false" Priority="63" 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line-height:115%; mso-pagination:widow-orphan; font-size:11.0pt; font-family:"Calibri","sans-serif"; mso-ascii-font-family:Calibri; mso-ascii-theme-font:minor-latin; mso-fareast-font-family:"Times New Roman"; mso-fareast-theme-font:minor-fareast; mso-hansi-font-family:Calibri; mso-hansi-theme-font:minor-latin;}&lt;/style&gt; &lt;![endif]--&gt;  &lt;/div&gt;&lt;div class="MsoNormal"&gt;When both data series are included and the data are not truncated to 2005 they tell a slightly different story.&lt;/div&gt;&lt;div class="blogger-post-footer"&gt;&lt;img width='1' height='1' src='https://blogger.googleusercontent.com/tracker/3389297859859381750-9123801208501963729?l=climateopinions.blogspot.com' alt='' /&gt;&lt;/div&gt;</content><link rel='replies' type='application/atom+xml' href='http://climateopinions.blogspot.com/feeds/9123801208501963729/comments/default' title='Post Comments'/><link rel='replies' type='text/html' href='http://www.blogger.com/comment.g?blogID=3389297859859381750&amp;postID=9123801208501963729' title='2 Comments'/><link rel='edit' type='application/atom+xml' href='http://www.blogger.com/feeds/3389297859859381750/posts/default/9123801208501963729'/><link rel='self' type='application/atom+xml' href='http://www.blogger.com/feeds/3389297859859381750/posts/default/9123801208501963729'/><link rel='alternate' type='text/html' href='http://climateopinions.blogspot.com/2012/01/distortion-by-deletion.html' title='Distortion by deletion'/><author><name>Administrator</name><email>noreply@blogger.com</email><gd:image rel='http://schemas.google.com/g/2005#thumbnail' width='32' height='32' src='http://3.bp.blogspot.com/_Y3mtO91W75Y/ShdKpkzLTlI/AAAAAAAAACM/oUlEWRLBZoE/S220/image04.jpg'/></author><thr:total>2</thr:total></entry><entry><id>tag:blogger.com,1999:blog-3389297859859381750.post-3871334005763196947</id><published>2012-01-17T15:31:00.000-08:00</published><updated>2012-01-18T01:23:00.445-08:00</updated><title type='text'>Short term variations in temperature</title><content type='html'>&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;In a recent paper Foster and Rahmstorf (F and R, Global temperature evolution 1979–2010) examine the influence of three factors which introduce variability to the temperature record: ElNino/Nina, Volcanoes and Total Solar Irradiance(TSI). They chose to represent the El Nino/Nina effect by the &lt;span style="font-family: NimbusRomNo9L-ReguItal;"&gt;Multivariate El Nino Index&lt;/span&gt;&lt;span style="font-family: NimbusRomNo9L-Regu;"&gt; (MEI), volcanoes by Aerosol Optical Thickness Data and TSI by sunspot number. They describe their regression as "the multiple regression includes a linear time trend, MEI, AOD, TSI and a second-order Fourier series with period 1 yr." Effectively they assumed the temperature perturbation as the difference from a linear trend plus and allowance for seasonal effects. They chose the period 1979 to 2010 as this included two satellite temperature records in addition to three records based on measurements. They concluded that adjusting the temperature records showed that the underlying temperature trend was upwards for the whole period.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;&lt;span style="font-family: NimbusRomNo9L-Regu;"&gt;However data for all three variables are available from 1950 and, for some variables, much earlier. We therefore examined the effect of the three factors on temperature from 1950 to 2011. &lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;&lt;span style="font-family: NimbusRomNo9L-Regu;"&gt;As we could not assume a linear temperature trend for the whole of the period 1950 to 2011 we calculated the adjustment (or perturbation) as the difference between the three month mean and the 60 month mean. The three month mean represented the short term effect and the 60 month mean the underlying temperature trend. We worked only with HadCRU3V global temperature series. The need to use the 60 month mean means that our series is truncated relative to the F and R series.&lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;&lt;span style="font-family: NimbusRomNo9L-Regu;"&gt;The first chart shows the adjustment calculated by this method. &lt;/span&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-family: NimbusRomNo9L-Regu; font-size: 10pt;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;img alt="" height="417" 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" width="640" /&gt;&amp;nbsp;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;As can be seen the adjustment&amp;nbsp; clearly represents short term effects such as El Nino and volcanoes.&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;&lt;br /&gt;&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;span style="font-size: small;"&gt;We then regressed the adjustment against the same three variables as F and R. This chart shows a line trend line between the adjustments and the values calculated from the regression equation.The r2 value was 0.3564, a bit lower than the best of the values found by F and R but covering a longer period.&lt;/span&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;img alt="" height="417" 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" width="640" /&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;br /&gt;&amp;nbsp;The final plot shows the observed and adjusted temperature series.&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;img alt="" height="419" 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" width="640" /&gt; &lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;&lt;br /&gt;&lt;/div&gt;&lt;div class="MsoNormal" style="line-height: normal; margin-bottom: 0.0001pt;"&gt;For the common period between this plot and that of F and R the results are similar, in particular the effect of 1998 El Nino is reduced but on the other hand the trend is not as uniformly positive as theirs; this is probably due to the use of a different measure of temperature adjustment and the fact that there was no assumption of a linear trend. The plot also shows that in the period up to 1976 the temperature was much flatter than from that year on.&lt;br /&gt;&lt;br /&gt;To understand better the differences between F and R and our approach we also tried using the difference from an assumed trend to represent the perturbation. For the period 1976 to 2011 we used a linear temperature increase. For the period 1950 to 1976 we assumed a constant temperature (i.e. completely flat trend).&lt;br /&gt;&lt;br /&gt;&lt;img alt="" height="419" 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
