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        <p>     HadCRU [767 months]     </p>
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          <e type="operand">0.051</e>
          <e type="operand">1975.75</e>
          <e type="operand">0.18</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1975.8333</e>
          <e type="operand">0.288</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1975.9167</e>
          <e type="operand">0.283</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976</e>
          <e type="operand">0.071</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.0833</e>
          <e type="operand">0.362</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.1667</e>
          <e type="operand">0.747</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.25</e>
          <e type="operand">0.182</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.3333</e>
          <e type="operand">0.319</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.4167</e>
          <e type="operand">0.29</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.5</e>
          <e type="operand">0.312</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.5833</e>
          <e type="operand">0.287</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.6667</e>
          <e type="operand">0.228</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.75</e>
          <e type="operand">0.705</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.8333</e>
          <e type="operand">0.453</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1976.9167</e>
          <e type="operand">0.297</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1977</e>
          <e type="operand">0.433</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1977.0833</e>
          <e type="operand">0.11</e>
          <e type="operand">1977.1667</e>
          <e type="operand">0.269</e>
          <e type="operand">1977.25</e>
          <e type="operand">0.271</e>
          <e type="operand">1977.3333</e>
          <e type="operand">0.111</e>
          <e type="operand">1977.4167</e>
          <e type="operand">0.218</e>
          <e type="operand">1977.5</e>
          <e type="operand">0.071</e>
          <e type="operand">1977.5833</e>
          <e type="operand">0</e>
          <e type="operand">1977.6667</e>
          <e type="operand">0.023</e>
          <e type="operand">1977.75</e>
          <e type="operand">0.052</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1977.8333</e>
          <e type="operand">0.397</e>
          <e type="operand">1977.9167</e>
          <e type="operand">0.03</e>
          <e type="operand">1978</e>
          <e type="operand">0.048</e>
          <e type="operand">1978.0833</e>
          <e type="operand">0.037</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.1667</e>
          <e type="operand">0.141</e>
          <e type="operand">1978.25</e>
          <e type="operand">0.009</e>
          <e type="operand">1978.3333</e>
          <e type="operand">0.075</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.4167</e>
          <e type="operand">0.176</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.5</e>
          <e type="operand">0.082</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.5833</e>
          <e type="operand">0.274</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.6667</e>
          <e type="operand">0.077</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.75</e>
          <e type="operand">0.071</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1978.8333</e>
          <e type="operand">0.148</e>
          <e type="operand">1978.9167</e>
          <e type="operand">0.168</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1979</e>
          <e type="operand">0.15</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1979.0833</e>
          <e type="operand">0.317</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1979.1667</e>
          <e type="operand">0.014</e>
          <e type="operand">1979.25</e>
          <e type="operand">0.266</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1979.3333</e>
          <e type="operand">0.092</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1979.4167</e>
          <e type="operand">0.098</e>
          <e type="operand">1979.5</e>
          <e type="operand">0.025</e>
          <e type="operand">1979.5833</e>
          <e type="operand">0.052</e>
          <e type="operand">1979.6667</e>
          <e type="operand">0.084</e>
          <e type="operand">1979.75</e>
          <e type="operand">0.197</e>
          <e type="operand">1979.8333</e>
          <e type="operand">0.132</e>
          <e type="operand">1979.9167</e>
          <e type="operand">0.646</e>
          <e type="operand">1980</e>
          <e type="operand">0.114</e>
          <e type="operand">1980.0833</e>
          <e type="operand">0.27</e>
          <e type="operand">1980.1667</e>
          <e type="operand">0.103</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1980.25</e>
          <e type="operand">0.177</e>
          <e type="operand">1980.3333</e>
          <e type="operand">0.258</e>
          <e type="operand">1980.4167</e>
          <e type="operand">0.142</e>
          <e type="operand">1980.5</e>
          <e type="operand">0.059</e>
          <e type="operand">1980.5833</e>
          <e type="operand">0.078</e>
          <e type="operand">1980.6667</e>
          <e type="operand">0.099</e>
          <e type="operand">1980.75</e>
          <e type="operand">0.124</e>
          <e type="operand">1980.8333</e>
          <e type="operand">0.271</e>
          <e type="operand">1980.9167</e>
          <e type="operand">0.133</e>
          <e type="operand">1981</e>
          <e type="operand">0.782</e>
          <e type="operand">1981.0833</e>
          <e type="operand">0.627</e>
          <e type="operand">1981.1667</e>
          <e type="operand">0.524</e>
          <e type="operand">1981.25</e>
          <e type="operand">0.429</e>
          <e type="operand">1981.3333</e>
          <e type="operand">0.116</e>
          <e type="operand">1981.4167</e>
          <e type="operand">0.151</e>
          <e type="operand">1981.5</e>
          <e type="operand">0.096</e>
          <e type="operand">1981.5833</e>
          <e type="operand">0.26</e>
          <e type="operand">1981.6667</e>
          <e type="operand">0.111</e>
          <e type="operand">1981.75</e>
          <e type="operand">0.029</e>
          <e type="operand">1981.8333</e>
          <e type="operand">0.157</e>
          <e type="operand">1981.9167</e>
          <e type="operand">0.526</e>
          <e type="operand">1982</e>
          <e type="operand">0.204</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1982.0833</e>
          <e type="operand">0.106</e>
          <e type="operand">1982.1667</e>
          <e type="operand">0.256</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1982.25</e>
          <e type="operand">0.065</e>
          <e type="operand">1982.3333</e>
          <e type="operand">0.021</e>
          <e type="operand">1982.4167</e>
          <e type="operand">0.125</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1982.5</e>
          <e type="operand">0.035</e>
          <e type="operand">1982.5833</e>
          <e type="operand">0.016</e>
          <e type="operand">1982.6667</e>
          <e type="operand">0.097</e>
          <e type="operand">1982.75</e>
          <e type="operand">0.129</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1982.8333</e>
          <e type="operand">0.113</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1982.9167</e>
          <e type="operand">0.459</e>
          <e type="operand">1983</e>
          <e type="operand">0.755</e>
          <e type="operand">1983.0833</e>
          <e type="operand">0.5</e>
          <e type="operand">1983.1667</e>
          <e type="operand">0.373</e>
          <e type="operand">1983.25</e>
          <e type="operand">0.143</e>
          <e type="operand">1983.3333</e>
          <e type="operand">0.148</e>
          <e type="operand">1983.4167</e>
          <e type="operand">0.113</e>
          <e type="operand">1983.5</e>
          <e type="operand">0.253</e>
          <e type="operand">1983.5833</e>
          <e type="operand">0.342</e>
          <e type="operand">1983.6667</e>
          <e type="operand">0.398</e>
          <e type="operand">1983.75</e>
          <e type="operand">0.215</e>
          <e type="operand">1983.8333</e>
          <e type="operand">0.579</e>
          <e type="operand">1983.9167</e>
          <e type="operand">0.148</e>
          <e type="operand">1984</e>
          <e type="operand">0.17</e>
          <e type="operand">1984.0833</e>
          <e type="operand">0.093</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1984.1667</e>
          <e type="operand">0.024</e>
          <e type="operand">1984.25</e>
          <e type="operand">0.136</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1984.3333</e>
          <e type="operand">0.227</e>
          <e type="operand">1984.4167</e>
          <e type="operand">0.03</e>
          <e type="operand">1984.5</e>
          <e type="operand">0.004</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1984.5833</e>
          <e type="operand">0.038</e>
          <e type="operand">1984.6667</e>
          <e type="operand">0.138</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1984.75</e>
          <e type="operand">0.083</e>
          <e type="operand">1984.8333</e>
          <e type="operand">0.214</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1984.9167</e>
          <e type="operand">0.528</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985</e>
          <e type="operand">0.011</e>
          <e type="operand">1985.0833</e>
          <e type="operand">0.308</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.1667</e>
          <e type="operand">0.094</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.25</e>
          <e type="operand">0.001</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.3333</e>
          <e type="operand">0.067</e>
          <e type="operand">1985.4167</e>
          <e type="operand">0.061</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.5</e>
          <e type="operand">0.135</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.5833</e>
          <e type="operand">0.118</e>
          <e type="operand">1985.6667</e>
          <e type="operand">0.028</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.75</e>
          <e type="operand">0.037</e>
          <e type="operand">1985.8333</e>
          <e type="operand">0.046</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1985.9167</e>
          <e type="operand">0.041</e>
          <e type="operand">1986</e>
          <e type="operand">0.452</e>
          <e type="operand">1986.0833</e>
          <e type="operand">0.207</e>
          <e type="operand">1986.1667</e>
          <e type="operand">0.233</e>
          <e type="operand">1986.25</e>
          <e type="operand">0.298</e>
          <e type="operand">1986.3333</e>
          <e type="operand">0.201</e>
          <e type="operand">1986.4167</e>
          <e type="operand">0.153</e>
          <e type="operand">1986.5</e>
          <e type="operand">0.044</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1986.5833</e>
          <e type="operand">0.022</e>
          <e type="operand">1986.6667</e>
          <e type="operand">0.066</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1986.75</e>
          <e type="operand">0.003</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1986.8333</e>
          <e type="operand">0.036</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1986.9167</e>
          <e type="operand">0.028</e>
          <e type="operand">1987</e>
          <e type="operand">0.179</e>
          <e type="operand">1987.0833</e>
          <e type="operand">0.676</e>
          <e type="operand">1987.1667</e>
          <e type="operand">0.122</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1987.25</e>
          <e type="operand">0.185</e>
          <e type="operand">1987.3333</e>
          <e type="operand">0.167</e>
          <e type="operand">1987.4167</e>
          <e type="operand">0.207</e>
          <e type="operand">1987.5</e>
          <e type="operand">0.368</e>
          <e type="operand">1987.5833</e>
          <e type="operand">0.188</e>
          <e type="operand">1987.6667</e>
          <e type="operand">0.305</e>
          <e type="operand">1987.75</e>
          <e type="operand">0.237</e>
          <e type="operand">1987.8333</e>
          <e type="operand">0.106</e>
          <e type="operand">1987.9167</e>
          <e type="operand">0.531</e>
          <e type="operand">1988</e>
          <e type="operand">0.641</e>
          <e type="operand">1988.0833</e>
          <e type="operand">0.261</e>
          <e type="operand">1988.1667</e>
          <e type="operand">0.414</e>
          <e type="operand">1988.25</e>
          <e type="operand">0.331</e>
          <e type="operand">1988.3333</e>
          <e type="operand">0.369</e>
          <e type="operand">1988.4167</e>
          <e type="operand">0.429</e>
          <e type="operand">1988.5</e>
          <e type="operand">0.345</e>
          <e type="operand">1988.5833</e>
          <e type="operand">0.325</e>
          <e type="operand">1988.6667</e>
          <e type="operand">0.389</e>
          <e type="operand">1988.75</e>
          <e type="operand">0.378</e>
          <e type="operand">1988.8333</e>
          <e type="operand">0.109</e>
          <e type="operand">1988.9167</e>
          <e type="operand">0.509</e>
          <e type="operand">1989</e>
          <e type="operand">0.15</e>
          <e type="operand">1989.0833</e>
          <e type="operand">0.459</e>
          <e type="operand">1989.1667</e>
          <e type="operand">0.415</e>
          <e type="operand">1989.25</e>
          <e type="operand">0.244</e>
          <e type="operand">1989.3333</e>
          <e type="operand">0.178</e>
          <e type="operand">1989.4167</e>
          <e type="operand">0.155</e>
          <e type="operand">1989.5</e>
          <e type="operand">0.216</e>
          <e type="operand">1989.5833</e>
          <e type="operand">0.219</e>
          <e type="operand">1989.6667</e>
          <e type="operand">0.218</e>
          <e type="operand">1989.75</e>
          <e type="operand">0.308</e>
          <e type="operand">1989.8333</e>
          <e type="operand">0.062</e>
          <e type="operand">1989.9167</e>
          <e type="operand">0.32</e>
          <e type="operand">1990</e>
          <e type="operand">0.39</e>
          <e type="operand">1990.0833</e>
          <e type="operand">0.527</e>
          <e type="operand">1990.1667</e>
          <e type="operand">1.186</e>
          <e type="operand">1990.25</e>
          <e type="operand">0.619</e>
          <e type="operand">1990.3333</e>
          <e type="operand">0.413</e>
          <e type="operand">1990.4167</e>
          <e type="operand">0.436</e>
          <e type="operand">1990.5</e>
          <e type="operand">0.286</e>
          <e type="operand">1990.5833</e>
          <e type="operand">0.356</e>
          <e type="operand">1990.6667</e>
          <e type="operand">0.195</e>
          <e type="operand">1990.75</e>
          <e type="operand">0.491</e>
          <e type="operand">1990.8333</e>
          <e type="operand">0.589</e>
          <e type="operand">1990.9167</e>
          <e type="operand">0.419</e>
          <e type="operand">1991</e>
          <e type="operand">0.522</e>
          <e type="operand">1991.0833</e>
          <e type="operand">0.533</e>
          <e type="operand">1991.1667</e>
          <e type="operand">0.255</e>
          <e type="operand">1991.25</e>
          <e type="operand">0.599</e>
          <e type="operand">1991.3333</e>
          <e type="operand">0.33</e>
          <e type="operand">1991.4167</e>
          <e type="operand">0.583</e>
          <e type="operand">1991.5</e>
          <e type="operand">0.455</e>
          <e type="operand">1991.5833</e>
          <e type="operand">0.368</e>
          <e type="operand">1991.6667</e>
          <e type="operand">0.388</e>
          <e type="operand">1991.75</e>
          <e type="operand">0.363</e>
          <e type="operand">1991.8333</e>
          <e type="operand">0.259</e>
          <e type="operand">1991.9167</e>
          <e type="operand">0.106</e>
          <e type="operand">1992</e>
          <e type="operand">0.73</e>
          <e type="operand">1992.0833</e>
          <e type="operand">0.561</e>
          <e type="operand">1992.1667</e>
          <e type="operand">0.432</e>
          <e type="operand">1992.25</e>
          <e type="operand">0.071</e>
          <e type="operand">1992.3333</e>
          <e type="operand">0.155</e>
          <e type="operand">1992.4167</e>
          <e type="operand">0.047</e>
          <e type="operand">1992.5</e>
          <e type="operand">0.258</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1992.5833</e>
          <e type="operand">0.086</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1992.6667</e>
          <e type="operand">0.241</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1992.75</e>
          <e type="operand">0.222</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1992.8333</e>
          <e type="operand">0.247</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1992.9167</e>
          <e type="operand">0.179</e>
          <e type="operand">1993</e>
          <e type="operand">0.485</e>
          <e type="operand">1993.0833</e>
          <e type="operand">0.459</e>
          <e type="operand">1993.1667</e>
          <e type="operand">0.361</e>
          <e type="operand">1993.25</e>
          <e type="operand">0.208</e>
          <e type="operand">1993.3333</e>
          <e type="operand">0.25</e>
          <e type="operand">1993.4167</e>
          <e type="operand">0.198</e>
          <e type="operand">1993.5</e>
          <e type="operand">0.17</e>
          <e type="operand">1993.5833</e>
          <e type="operand">0.114</e>
          <e type="operand">1993.6667</e>
          <e type="operand">0.125</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1993.75</e>
          <e type="operand">0.105</e>
          <e type="operand">1993.8333</e>
          <e type="operand">0.366</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1993.9167</e>
          <e type="operand">0.241</e>
          <e type="operand">1994</e>
          <e type="operand">0.349</e>
          <e type="operand">1994.0833</e>
          <e type="operand">0.184</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1994.1667</e>
          <e type="operand">0.333</e>
          <e type="operand">1994.25</e>
          <e type="operand">0.428</e>
          <e type="operand">1994.3333</e>
          <e type="operand">0.397</e>
          <e type="operand">1994.4167</e>
          <e type="operand">0.444</e>
          <e type="operand">1994.5</e>
          <e type="operand">0.274</e>
          <e type="operand">1994.5833</e>
          <e type="operand">0.279</e>
          <e type="operand">1994.6667</e>
          <e type="operand">0.342</e>
          <e type="operand">1994.75</e>
          <e type="operand">0.514</e>
          <e type="operand">1994.8333</e>
          <e type="operand">0.515</e>
          <e type="operand">1994.9167</e>
          <e type="operand">0.419</e>
          <e type="operand">1995</e>
          <e type="operand">0.89</e>
          <e type="operand">1995.0833</e>
          <e type="operand">1.252</e>
          <e type="operand">1995.1667</e>
          <e type="operand">0.511</e>
          <e type="operand">1995.25</e>
          <e type="operand">0.528</e>
          <e type="operand">1995.3333</e>
          <e type="operand">0.364</e>
          <e type="operand">1995.4167</e>
          <e type="operand">0.536</e>
          <e type="operand">1995.5</e>
          <e type="operand">0.427</e>
          <e type="operand">1995.5833</e>
          <e type="operand">0.616</e>
          <e type="operand">1995.6667</e>
          <e type="operand">0.486</e>
          <e type="operand">1995.75</e>
          <e type="operand">0.691</e>
          <e type="operand">1995.8333</e>
          <e type="operand">0.587</e>
          <e type="operand">1995.9167</e>
          <e type="operand">0.211</e>
          <e type="operand">1996</e>
          <e type="operand">0.195</e>
          <e type="operand">1996.0833</e>
          <e type="operand">0.458</e>
          <e type="operand">1996.1667</e>
          <e type="operand">0.136</e>
          <e type="operand">1996.25</e>
          <e type="operand">0.013</e>
          <e type="operator" args="1">-</e>
          <e type="operand">1996.3333</e>
          <e type="operand">0.295</e>
          <e type="operand">1996.4167</e>
          <e type="operand">0.267</e>
          <e type="operand">1996.5</e>
          <e type="operand">0.289</e>
          <e type="operand">1996.5833</e>
          <e type="operand">0.217</e>
          <e type="operand">1996.6667</e>
          <e type="operand">0.078</e>
          <e type="operand">1996.75</e>
          <e type="operand">0.166</e>
          <e type="operand">1996.8333</e>
          <e type="operand">0.234</e>
          <e type="operand">1996.9167</e>
          <e type="operand">0.408</e>
          <e type="operand">1997</e>
          <e type="operand">0.423</e>
          <e type="operand">1997.0833</e>
          <e type="operand">0.651</e>
          <e type="operand">1997.1667</e>
          <e type="operand">0.55</e>
          <e type="operand">1997.25</e>
          <e type="operand">0.41</e>
          <e type="operand">1997.3333</e>
          <e type="operand">0.345</e>
          <e type="operand">1997.4167</e>
          <e type="operand">0.525</e>
          <e type="operand">1997.5</e>
          <e type="operand">0.397</e>
          <e type="operand">1997.5833</e>
          <e type="operand">0.497</e>
          <e type="operand">1997.6667</e>
          <e type="operand">0.574</e>
          <e type="operand">1997.75</e>
          <e type="operand">0.664</e>
          <e type="operand">1997.8333</e>
          <e type="operand">0.546</e>
          <e type="operand">1997.9167</e>
          <e type="operand">0.635</e>
          <e type="operand">1998</e>
          <e type="operand">0.725</e>
          <e type="operand">1998.0833</e>
          <e type="operand">1.355</e>
          <e type="operand">1998.1667</e>
          <e type="operand">0.785</e>
          <e type="operand">1998.25</e>
          <e type="operand">0.965</e>
          <e type="operand">1998.3333</e>
          <e type="operand">0.831</e>
          <e type="operand">1998.4167</e>
          <e type="operand">0.889</e>
          <e type="operand">1998.5</e>
          <e type="operand">0.984</e>
          <e type="operand">1998.5833</e>
          <e type="operand">0.919</e>
          <e type="operand">1998.6667</e>
          <e type="operand">0.701</e>
          <e type="operand">1998.75</e>
          <e type="operand">0.7</e>
          <e type="operand">1998.8333</e>
          <e type="operand">0.285</e>
          <e type="operand">1998.9167</e>
          <e type="operand">0.874</e>
          <e type="operand">1999</e>
          <e type="operand">0.773</e>
          <e type="operand">1999.0833</e>
          <e type="operand">1.18</e>
          <e type="operand">1999.1667</e>
          <e type="operand">0.211</e>
          <e type="operand">1999.25</e>
          <e type="operand">0.488</e>
          <e type="operand">1999.3333</e>
          <e type="operand">0.393</e>
          <e type="operand">1999.4167</e>
          <e type="operand">0.466</e>
          <e type="operand">1999.5</e>
          <e type="operand">0.501</e>
          <e type="operand">1999.5833</e>
          <e type="operand">0.43</e>
          <e type="operand">1999.6667</e>
          <e type="operand">0.571</e>
          <e type="operand">1999.75</e>
          <e type="operand">0.546</e>
          <e type="operand">1999.8333</e>
          <e type="operand">0.372</e>
          <e type="operand">1999.9167</e>
          <e type="operand">0.808</e>
          <e type="operand">2000</e>
          <e type="operand">0.321</e>
          <e type="operand">2000.0833</e>
          <e type="operand">0.985</e>
          <e type="operand">2000.1667</e>
          <e type="operand">0.771</e>
          <e type="operand">2000.25</e>
          <e type="operand">0.953</e>
          <e type="operand">2000.3333</e>
          <e type="operand">0.505</e>
          <e type="operand">2000.4167</e>
          <e type="operand">0.427</e>
          <e type="operand">2000.5</e>
          <e type="operand">0.394</e>
          <e type="operand">2000.5833</e>
          <e type="operand">0.547</e>
          <e type="operand">2000.6667</e>
          <e type="operand">0.395</e>
          <e type="operand">2000.75</e>
          <e type="operand">0.263</e>
          <e type="operand">2000.8333</e>
          <e type="operand">0.05</e>
          <e type="operand">2000.9167</e>
          <e type="operand">0.194</e>
          <e type="operand">2001</e>
          <e type="operand">0.718</e>
          <e type="operand">2001.0833</e>
          <e type="operand">0.523</e>
          <e type="operand">2001.1667</e>
          <e type="operand">0.798</e>
          <e type="operand">2001.25</e>
          <e type="operand">0.667</e>
          <e type="operand">2001.3333</e>
          <e type="operand">0.702</e>
          <e type="operand">2001.4167</e>
          <e type="operand">0.565</e>
          <e type="operand">2001.5</e>
          <e type="operand">0.646</e>
          <e type="operand">2001.5833</e>
          <e type="operand">0.808</e>
          <e type="operand">2001.6667</e>
          <e type="operand">0.55</e>
          <e type="operand">2001.75</e>
          <e type="operand">0.615</e>
          <e type="operand">2001.8333</e>
          <e type="operand">1.032</e>
          <e type="operand">2001.9167</e>
          <e type="operand">0.546</e>
          <e type="operand">2002</e>
          <e type="operand">1.212</e>
          <e type="operand">2002.0833</e>
          <e type="operand">1.368</e>
          <e type="operand">2002.1667</e>
          <e type="operand">1.174</e>
          <e type="operand">2002.25</e>
          <e type="operand">0.697</e>
          <e type="operand">2002.3333</e>
          <e type="operand">0.598</e>
          <e type="operand">2002.4167</e>
          <e type="operand">0.659</e>
          <e type="operand">2002.5</e>
          <e type="operand">0.788</e>
          <e type="operand">2002.5833</e>
          <e type="operand">0.622</e>
          <e type="operand">2002.6667</e>
          <e type="operand">0.7</e>
          <e type="operand">2002.75</e>
          <e type="operand">0.501</e>
          <e type="operand">2002.8333</e>
          <e type="operand">0.744</e>
          <e type="operand">2002.9167</e>
          <e type="operand">0.272</e>
          <e type="operand">2003</e>
          <e type="operand">1.002</e>
          <e type="operand">2003.0833</e>
          <e type="operand">0.576</e>
          <e type="operand">2003.1667</e>
          <e type="operand">0.572</e>
          <e type="operand">2003.25</e>
          <e type="operand">0.612</e>
          <e type="operand">2003.3333</e>
          <e type="operand">0.853</e>
          <e type="operand">2003.4167</e>
          <e type="operand">0.71</e>
          <e type="operand">2003.5</e>
          <e type="operand">0.628</e>
          <e type="operand">2003.5833</e>
          <e type="operand">0.796</e>
          <e type="operand">2003.6667</e>
          <e type="operand">0.757</e>
          <e type="operand">2003.75</e>
          <e type="operand">0.933</e>
          <e type="operand">2003.8333</e>
          <e type="operand">0.676</e>
          <e type="operand">2003.9167</e>
          <e type="operand">1.12</e>
          <e type="operand">2004</e>
          <e type="operand">0.81</e>
          <e type="operand">2004.0833</e>
          <e type="operand">1.073</e>
          <e type="operand">2004.1667</e>
          <e type="operand">0.916</e>
          <e type="operand">2004.25</e>
          <e type="operand">0.705</e>
          <e type="operand">2004.3333</e>
          <e type="operand">0.345</e>
          <e type="operand">2004.4167</e>
          <e type="operand">0.527</e>
          <e type="operand">2004.5</e>
          <e type="operand">0.388</e>
          <e type="operand">2004.5833</e>
          <e type="operand">0.465</e>
          <e type="operand">2004.6667</e>
          <e type="operand">0.549</e>
          <e type="operand">2004.75</e>
          <e type="operand">0.772</e>
          <e type="operand">2004.8333</e>
          <e type="operand">1.076</e>
          <e type="operand">2004.9167</e>
          <e type="operand">0.459</e>
          <e type="operand">2005</e>
          <e type="operand">0.96</e>
          <e type="operand">2005.0833</e>
          <e type="operand">0.566</e>
          <e type="operand">2005.1667</e>
          <e type="operand">0.872</e>
          <e type="operand">2005.25</e>
          <e type="operand">1.022</e>
          <e type="operand">2005.3333</e>
          <e type="operand">0.762</e>
          <e type="operand">2005.4167</e>
          <e type="operand">0.869</e>
          <e type="operand">2005.5</e>
          <e type="operand">0.828</e>
          <e type="operand">2005.5833</e>
          <e type="operand">0.709</e>
          <e type="operand">2005.6667</e>
          <e type="operand">0.91</e>
          <e type="operand">2005.75</e>
          <e type="operand">1.093</e>
          <e type="operand">2005.8333</e>
          <e type="operand">1.205</e>
          <e type="operand">2005.9167</e>
          <e type="operand">0.787</e>
          <e type="operand">2006</e>
          <e type="operand">0.608</e>
          <e type="operand">2006.0833</e>
          <e type="operand">0.93</e>
          <e type="operand">2006.1667</e>
          <e type="operand">0.775</e>
          <e type="operand">2006.25</e>
          <e type="operand">0.574</e>
          <e type="operand">2006.3333</e>
          <e type="operand">0.506</e>
          <e type="operand">2006.4167</e>
          <e type="operand">0.867</e>
          <e type="operand">2006.5</e>
          <e type="operand">0.792</e>
          <e type="operand">2006.5833</e>
          <e type="operand">0.732</e>
          <e type="operand">2006.6667</e>
          <e type="operand">0.77</e>
          <e type="operand">2006.75</e>
          <e type="operand">0.974</e>
          <e type="operand">2006.8333</e>
          <e type="operand">0.884</e>
          <e type="operand">2006.9167</e>
          <e type="operand">1.313</e>
          <e type="operand">2007</e>
          <e type="operand">1.697</e>
          <e type="operand">2007.0833</e>
          <e type="operand">0.904</e>
          <e type="operand">2007.1667</e>
          <e type="operand">1.01</e>
          <e type="operand">2007.25</e>
          <e type="operand">1.126</e>
          <e type="operand">2007.3333</e>
          <e type="operand">0.786</e>
          <e type="operand">2007.4167</e>
          <e type="operand">0.582</e>
          <e type="operand">2007.5</e>
          <e type="operand">0.622</e>
          <e type="operand">2007.5833</e>
          <e type="operand">0.784</e>
          <e type="operand">2007.6667</e>
          <e type="operand">0.827</e>
          <e type="operand">2007.75</e>
          <e type="operand">0.989</e>
          <e type="operand">2007.8333</e>
          <e type="operand">0.778</e>
          <e type="operand">2007.9167</e>
          <e type="operand">0.798</e>
          <e type="operand">2008</e>
          <e type="operand">0.385</e>
          <e type="operand">2008.0833</e>
          <e type="operand">0.499</e>
          <e type="operand">2008.1667</e>
          <e type="operand">1.204</e>
          <e type="operand">2008.25</e>
          <e type="operand">0.557</e>
          <e type="operand">2008.3333</e>
          <e type="operand">0.479</e>
          <e type="operand">2008.4167</e>
          <e type="operand">0.605</e>
          <e type="operand">2008.5</e>
          <e type="operand">0.73</e>
          <e type="operand">2008.5833</e>
          <e type="operand">0.569</e>
          <e type="operand">2008.6667</e>
          <e type="operand">0.563</e>
          <e type="operand">2008.75</e>
          <e type="operand">1.011</e>
          <e type="operand">2008.8333</e>
          <e type="operand">1.065</e>
          <e type="operand">2008.9167</e>
          <e type="operand">0.67</e>
          <e type="operand">2009</e>
          <e type="operand">0.779</e>
          <e type="operand">2009.0833</e>
          <e type="operand">0.792</e>
          <e type="operand">2009.1667</e>
          <e type="operand">0.633</e>
          <e type="operand">2009.25</e>
          <e type="operand">0.829</e>
          <e type="operand">2009.3333</e>
          <e type="operand">0.581</e>
          <e type="operand">2009.4167</e>
          <e type="operand">0.659</e>
          <e type="operand">2009.5</e>
          <e type="operand">0.587</e>
          <e type="operand">2009.5833</e>
          <e type="operand">0.876</e>
          <e type="operand">2009.6667</e>
          <e type="operand">0.976</e>
          <e type="operand">2009.75</e>
          <e type="operand">0.724</e>
          <e type="operand">2009.8333</e>
          <e type="operand">0.845</e>
          <e type="operand">2009.9167</e>
          <e type="operand">0.492</e>
          <e type="operand">2010</e>
          <e type="operand">0.778</e>
          <e type="operand">2010.0833</e>
          <e type="operand">0.826</e>
          <e type="operand">2010.1667</e>
          <e type="operand">1.111</e>
          <e type="operand">2010.25</e>
          <e type="operand">1.062</e>
          <e type="operand">2010.3333</e>
          <e type="operand">0.936</e>
          <e type="operand">2010.4167</e>
          <e type="operand">0.996</e>
          <e type="operand">2010.5</e>
          <e type="operand">0.974</e>
          <e type="operand">2010.5833</e>
          <e type="operand">0.863</e>
          <e type="operand">2010.6667</e>
          <e type="operand">0.732</e>
          <e type="operand">2010.75</e>
          <e type="operand">0.888</e>
          <e type="operand">2010.8333</e>
          <e type="operand">1.195</e>
          <e type="operand">2010.9167</e>
          <e type="operand">0.448</e>
          <e type="operand">2011</e>
          <e type="operand">0.467</e>
          <e type="operand">2011.0833</e>
          <e type="operand">0.382</e>
          <e type="operand">2011.1667</e>
          <e type="operand">0.585</e>
          <e type="operand">2011.25</e>
          <e type="operand">0.83</e>
          <e type="operand">2011.3333</e>
          <e type="operand">0.523</e>
          <e type="operand">2011.4167</e>
          <e type="operand">0.778</e>
          <e type="operand">2011.5</e>
          <e type="operand">0.775</e>
          <e type="operand">2011.5833</e>
          <e type="operand">0.766</e>
          <e type="operand">2011.6667</e>
          <e type="operand">0.852</e>
          <e type="operand">2011.75</e>
          <e type="operand">0.941</e>
          <e type="operand">2011.8333</e>
          <e type="operand">0.609</e>
          <e type="operand">2011.9167</e>
          <e type="operand">0.827</e>
          <e type="operand">2012</e>
          <e type="operand">0.557</e>
          <e type="operand">2012.0833</e>
          <e type="operand">0.323</e>
          <e type="operand">2012.1667</e>
          <e type="operand">0.645</e>
          <e type="operand">2012.25</e>
          <e type="operand">1.03</e>
          <e type="operand">2012.3333</e>
          <e type="operand">0.963</e>
          <e type="operand">2012.4167</e>
          <e type="operand">0.947</e>
          <e type="operand">2012.5</e>
          <e type="operand">0.792</e>
          <e type="operand">2012.5833</e>
          <e type="operand">0.891</e>
          <e type="operand">2012.6667</e>
          <e type="operand">0.9</e>
          <e type="operand">2012.75</e>
          <e type="operand">0.847</e>
          <e type="operand">2012.8333</e>
          <e type="operand">0.849</e>
          <e type="operand">2012.9167</e>
          <e type="operand">0.261</e>
          <e type="operand">2013</e>
          <e type="operand">0.935</e>
          <e type="operand">2013.0833</e>
          <e type="operand">0.949</e>
          <e type="operand">2013.1667</e>
          <e type="operand">0.669</e>
          <e type="operand">2013.25</e>
          <e type="operand">0.581</e>
          <e type="operand">2013.3333</e>
          <e type="operand">0.773</e>
          <e type="operand">2013.4167</e>
          <e type="operand">0.827</e>
          <e type="operand">2013.5</e>
          <e type="operand">0.671</e>
          <e type="operand">2013.5833</e>
          <e type="operand">0.706</e>
          <e type="operand">2013.6667</e>
          <e type="operand">0.776</e>
          <e type="operand">2013.75</e>
          <e type="operand">0.83</e>
          <e type="operand">2013.8333</e>
          <e type="operand">0.964</e>
          <e type="operand">767</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="1536">mat</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
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-0.3611955.3333 -0.2041955.4167 -0.1041955.5 -0.2111955.5833 0.0361955.6667 -0.0321955.75 0.0061955.8333 -0.3831955.9167 -0.4971956 -0.3411956.0833 -0.71956.1667 -0.5781956.25 -0.5361956.3333 -0.4341956.4167 -0.2631956.5 -0.2921956.5833 -0.391956.6667 -0.4191956.75 -0.3211956.8333 -0.4781956.9167 -0.3771957 -0.271957.0833 -0.231957.1667 -0.461957.25 -0.1651957.3333 -0.1151957.4167 0.0621957.5 -0.1811957.5833 0.0361957.6667 0.0611957.75 -0.061957.8333 0.1511957.9167 0.361958 0.5051958.0833 0.2441958.1667 -0.0651958.25 0.0271958.3333 0.0421958.4167 -0.0811958.5 0.0191958.5833 -0.041958.6667 -0.1251958.75 0.0111958.8333 0.081958.9167 -0.0091959 0.1271959.0833 0.0641959.1667 0.1981959.25 0.0691959.3333 -0.1271959.4167 0.1271959.5 0.0471959.5833 0.0251959.6667 0.0541959.75 -0.1621959.8333 -0.1721959.9167 -0.021960 0.0341960.0833 0.3481960.1667 -0.7171960.25 -0.3161960.3333 -0.3431960.4167 0.0521960.5 -0.1021960.5833 -0.0191960.6667 0.041960.75 0.0171960.8333 -0.2231960.9167 0.3171961 0.091961.0833 0.2781961.1667 0.0961961.25 0.1031961.3333 0.091961.4167 0.0871961.5 -0.0341961.5833 -0.0131961.6667 0.0511961.75 -0.0531961.8333 0.0061961.9167 -0.1861962 0.1861962.0833 0.2731962.1667 -0.0121962.25 0.0471962.3333 -0.0891962.4167 -0.1471962.5 -0.0671962.5833 -0.071962.6667 -0.0161962.75 0.1241962.8333 0.0831962.9167 0.0481963 -0.0741963.0833 0.4151963.1667 -0.3161963.25 -0.2341963.3333 -0.1811963.4167 -0.1391963.5 0.0691963.5833 0.0491963.6667 0.1411963.75 0.41963.8333 0.2761963.9167 -0.1221964 -0.0381964.0833 -0.2871964.1667 -0.5221964.25 -0.3791964.3333 -0.1911964.4167 -0.2471964.5 -0.2021964.5833 -0.2821964.6667 -0.2941964.75 -0.411964.8333 -0.2971964.9167 -0.4491965 -0.0671965.0833 -0.4531965.1667 -0.2841965.25 -0.4721965.3333 -0.2331965.4167 -0.111965.5 -0.2891965.5833 -0.2241965.6667 -0.2051965.75 -0.0631965.8333 -0.2521965.9167 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-0.4841971.25 -0.3791971.3333 -0.2981971.4167 -0.3141971.5 -0.1681971.5833 -0.1111971.6667 0.0011971.75 -0.0671971.8333 -0.0031971.9167 -0.0891972 -0.8051972.0833 -0.6541972.1667 -0.2941972.25 -0.1771972.3333 -0.1931972.4167 -0.0391972.5 -0.081972.5833 -0.0841972.6667 -0.2341972.75 -0.1041972.8333 -0.2851972.9167 0.0731973 0.1671973.0833 0.531973.1667 0.3861973.25 0.2741973.3333 0.1631973.4167 0.2641973.5 0.0861973.5833 0.0331973.6667 -0.0351973.75 0.0011973.8333 -0.1321973.9167 -0.0641974 -0.4741974.0833 -0.6341974.1667 -0.2031974.25 -0.1571974.3333 -0.2361974.4167 -0.1891974.5 -0.0721974.5833 -0.1181974.6667 -0.2531974.75 -0.3571974.8333 -0.3261974.9167 -0.3511975 0.1221975.0833 -0.0291975.1667 0.0311975.25 0.0371975.3333 0.0191975.4167 -0.0011975.5 -0.0161975.5833 -0.1431975.6667 0.0511975.75 -0.181975.8333 -0.2881975.9167 -0.2831976 -0.0711976.0833 -0.3621976.1667 -0.7471976.25 -0.1821976.3333 -0.3191976.4167 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0.1571981.9167 0.5261982 -0.2041982.0833 0.1061982.1667 -0.2561982.25 0.0651982.3333 0.0211982.4167 -0.1251982.5 0.0351982.5833 0.0161982.6667 0.0971982.75 -0.1291982.8333 -0.1131982.9167 0.4591983 0.7551983.0833 0.51983.1667 0.3731983.25 0.1431983.3333 0.1481983.4167 0.1131983.5 0.2531983.5833 0.3421983.6667 0.3981983.75 0.2151983.8333 0.5791983.9167 0.1481984 0.171984.0833 -0.0931984.1667 0.0241984.25 -0.1361984.3333 0.2271984.4167 0.031984.5 -0.0041984.5833 0.0381984.6667 -0.1381984.75 0.0831984.8333 -0.2141984.9167 -0.5281985 0.0111985.0833 -0.3081985.1667 -0.0941985.25 -0.0011985.3333 0.0671985.4167 -0.0611985.5 -0.1351985.5833 0.1181985.6667 -0.0281985.75 0.0371985.8333 -0.0461985.9167 0.0411986 0.4521986.0833 0.2071986.1667 0.2331986.25 0.2981986.3333 0.2011986.4167 0.1531986.5 -0.0441986.5833 0.0221986.6667 -0.0661986.75 -0.0031986.8333 -0.0361986.9167 0.0281987 0.1791987.0833 0.6761987.1667 -0.1221987.25 0.1851987.3333 0.1671987.4167 0.2071987.5 0.3681987.5833 0.1881987.6667 0.3051987.75 0.2371987.8333 0.1061987.9167 0.5311988 0.6411988.0833 0.2611988.1667 0.4141988.25 0.3311988.3333 0.3691988.4167 0.4291988.5 0.3451988.5833 0.3251988.6667 0.3891988.75 0.3781988.8333 0.1091988.9167 0.5091989 0.151989.0833 0.4591989.1667 0.4151989.25 0.2441989.3333 0.1781989.4167 0.1551989.5 0.2161989.5833 0.2191989.6667 0.2181989.75 0.3081989.8333 0.0621989.9167 0.321990 0.391990.0833 0.5271990.1667 1.1861990.25 0.6191990.3333 0.4131990.4167 0.4361990.5 0.2861990.5833 0.3561990.6667 0.1951990.75 0.4911990.8333 0.5891990.9167 0.4191991 0.5221991.0833 0.5331991.1667 0.2551991.25 0.5991991.3333 0.331991.4167 0.5831991.5 0.4551991.5833 0.3681991.6667 0.3881991.75 0.3631991.8333 0.2591991.9167 0.1061992 0.731992.0833 0.5611992.1667 0.4321992.25 0.0711992.3333 0.1551992.4167 0.0471992.5 -0.2581992.5833 -0.0861992.6667 -0.2411992.75 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0.9651998.3333 0.8311998.4167 0.8891998.5 0.9841998.5833 0.9191998.6667 0.7011998.75 0.71998.8333 0.2851998.9167 0.8741999 0.7731999.0833 1.181999.1667 0.2111999.25 0.4881999.3333 0.3931999.4167 0.4661999.5 0.5011999.5833 0.431999.6667 0.5711999.75 0.5461999.8333 0.3721999.9167 0.8082000 0.3212000.0833 0.9852000.1667 0.7712000.25 0.9532000.3333 0.5052000.4167 0.4272000.5 0.3942000.5833 0.5472000.6667 0.3952000.75 0.2632000.8333 0.052000.9167 0.1942001 0.7182001.0833 0.5232001.1667 0.7982001.25 0.6672001.3333 0.7022001.4167 0.5652001.5 0.6462001.5833 0.8082001.6667 0.552001.75 0.6152001.8333 1.0322001.9167 0.5462002 1.2122002.0833 1.3682002.1667 1.1742002.25 0.6972002.3333 0.5982002.4167 0.6592002.5 0.7882002.5833 0.6222002.6667 0.72002.75 0.5012002.8333 0.7442002.9167 0.2722003 1.0022003.0833 0.5762003.1667 0.5722003.25 0.6122003.3333 0.8532003.4167 0.712003.5 0.6282003.5833 0.7962003.6667 0.7572003.75 0.9332003.8333 0.6762003.9167 1.122004 0.812004.0833 1.0732004.1667 0.9162004.25 0.7052004.3333 0.3452004.4167 0.5272004.5 0.3882004.5833 0.4652004.6667 0.5492004.75 0.7722004.8333 1.0762004.9167 0.4592005 0.962005.0833 0.5662005.1667 0.8722005.25 1.0222005.3333 0.7622005.4167 0.8692005.5 0.8282005.5833 0.7092005.6667 0.912005.75 1.0932005.8333 1.2052005.9167 0.7872006 0.6082006.0833 0.932006.1667 0.7752006.25 0.5742006.3333 0.5062006.4167 0.8672006.5 0.7922006.5833 0.7322006.6667 0.772006.75 0.9742006.8333 0.8842006.9167 1.3132007 1.6972007.0833 0.9042007.1667 1.012007.25 1.1262007.3333 0.7862007.4167 0.5822007.5 0.6222007.5833 0.7842007.6667 0.8272007.75 0.9892007.8333 0.7782007.9167 0.7982008 0.3852008.0833 0.4992008.1667 1.2042008.25 0.5572008.3333 0.4792008.4167 0.6052008.5 0.732008.5833 0.5692008.6667 0.5632008.75 1.0112008.8333 1.0652008.9167 0.672009 0.7792009.0833 0.7922009.1667 0.6332009.25 0.8292009.3333 0.5812009.4167 0.6592009.5 0.5872009.5833 0.8762009.6667 0.9762009.75 0.7242009.8333 0.8452009.9167 0.4922010 0.7782010.0833 0.8262010.1667 1.1112010.25 1.0622010.3333 0.9362010.4167 0.9962010.5 0.9742010.5833 0.8632010.6667 0.7322010.75 0.8882010.8333 1.1952010.9167 0.4482011 0.4672011.0833 0.3822011.1667 0.5852011.25 0.832011.3333 0.5232011.4167 0.7782011.5 0.7752011.5833 0.7662011.6667 0.8522011.75 0.9412011.8333 0.6092011.9167 0.8272012 0.5572012.0833 0.3232012.1667 0.6452012.25 1.032012.3333 0.9632012.4167 0.9472012.5 0.7922012.5833 0.8912012.6667 0.92012.75 0.8472012.8333 0.8492012.9167 0.2612013 0.9352013.0833 0.9492013.1667 0.6692013.25 0.5812013.3333 0.7732013.4167 0.8272013.5 0.6712013.5833 0.7062013.6667 0.7762013.75 0.832013.8333 0.964</p>
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        <title lang="eng">
          <p>     J(x) ... Spline2 data     </p>
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            <e type="operator" args="2">*</e>
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        <math>
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            <e type="function" args="1">J</e>
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            <e type="operand">β</e>
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            <e type="function" preserve="true" args="2">el</e>
            <e type="operand">x</e>
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            <e type="function" preserve="true" args="2">el</e>
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            <e type="operator" args="2">*</e>
            <e type="operator" args="2">+</e>
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            <e type="operand">4</e>
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            <e type="operand">7</e>
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            <e type="operand">8</e>
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            <e type="operand">x</e>
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            <e type="operator" args="2">*</e>
            <e type="operator" args="2">+</e>
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            <e type="operator" args="2">:</e>
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        <math>
          <input>
            <e type="operand">spline2</e>
            <e type="operand">X</e>
            <e type="operand">HadCRU</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="2">col</e>
            <e type="operator" args="2">:</e>
            <e type="operand">i</e>
            <e type="operand">1</e>
            <e type="operand">X</e>
            <e type="function" preserve="true" args="1">rows</e>
            <e type="function" preserve="true" args="2">range</e>
            <e type="operand">spline</e>
            <e type="operand">i</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="operand">X</e>
            <e type="operand">i</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="function" args="1">J</e>
            <e type="function" preserve="true" args="1">eval</e>
            <e type="operator" args="2">:</e>
            <e type="function" preserve="true" args="3">for</e>
            <e type="operand">X</e>
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            <e type="function" preserve="true" args="2">augment</e>
            <e type="operand">3</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="5">line</e>
            <e type="operator" args="2">:</e>
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        </math>
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        <math fractionType="fraction">
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            <e type="operand">data</e>
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            <e type="operand">data</e>
            <e type="function" preserve="true" args="1">rows</e>
            <e type="function" preserve="true" args="2">range</e>
            <e type="operand">p</e>
            <e type="operand">i</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="operand">a</e>
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            <e type="operand">c</e>
            <e type="function" args="3">spec</e>
            <e type="operator" args="2">:</e>
            <e type="function" preserve="true" args="3">for</e>
            <e type="operand">v</e>
            <e type="operand">p</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="operator" args="2">:</e>
            <e type="operand" style="string">Unest 'p' </e>
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            <e type="operand">2</e>
            <e type="operand">p</e>
            <e type="function" preserve="true" args="1">rows</e>
            <e type="function" preserve="true" args="2">range</e>
            <e type="operand">v</e>
            <e type="operand">v</e>
            <e type="operand">p</e>
            <e type="operand">j</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="function" preserve="true" args="2">stack</e>
            <e type="operator" args="2">:</e>
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            <e type="operand">1</e>
            <e type="function" preserve="true" args="7">line</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
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      <region id="19" top="14688" color="#000000" bgColor="#ffffff">
        <area terminator="true" />
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        <math>
          <input>
            <e type="operand">AnomalyPeriod</e>
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            <e type="operand">0.025</e>
            <e type="operator" args="1">-</e>
            <e type="operand">1961</e>
            <e type="operand">0.025</e>
            <e type="operand">1990</e>
            <e type="operand">0.025</e>
            <e type="operand">1990</e>
            <e type="operand">0.025</e>
            <e type="operator" args="1">-</e>
            <e type="operand">1961</e>
            <e type="operand">0.025</e>
            <e type="operator" args="1">-</e>
            <e type="operand">5</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="12">mat</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
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        <math>
          <input>
            <e type="operand">a</e>
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            <e type="function" args="3">spec</e>
            <e type="operand" style="string">.</e>
            <e type="operand">8</e>
            <e type="operand" style="string">red</e>
            <e type="operand">1</e>
            <e type="operand">3</e>
            <e type="function" preserve="true" args="5">mat</e>
            <e type="operator" args="2">:</e>
            <e type="operand">Spline2</e>
            <e type="operand">spline2</e>
            <e type="operand">a</e>
            <e type="operand">b</e>
            <e type="operand">c</e>
            <e type="function" args="3">spec</e>
            <e type="function" args="2">pts</e>
            <e type="operator" args="2">:</e>
            <e type="operand">2</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="4">line</e>
          </input>
        </math>
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        <math>
          <input>
            <e type="operand">HadCRU</e>
            <e type="operand">133</e>
            <e type="function" preserve="true" args="2">row</e>
            <e type="operand">HadCRU</e>
            <e type="operand">481</e>
            <e type="function" preserve="true" args="2">row</e>
            <e type="operand">2</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="4">mat</e>
          </input>
          <result action="numeric">
            <e type="operand">1961</e>
            <e type="operand">0.09</e>
            <e type="operand">1</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="4">mat</e>
            <e type="operand">1990</e>
            <e type="operand">0.39</e>
            <e type="operand">1</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="4">mat</e>
            <e type="operand">2</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="4">mat</e>
          </result>
        </math>
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        <math>
          <input>
            <e type="operand">yr</e>
            <e type="operand">1990</e>
            <e type="operator" args="2">:</e>
            <e type="operand">YearExplore</e>
            <e type="operand">yr</e>
            <e type="operand">2</e>
            <e type="operand">yr</e>
            <e type="operand">2</e>
            <e type="operator" args="1">-</e>
            <e type="operand">2</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="6">mat</e>
            <e type="operator" args="2">:</e>
            <e type="operand">2</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="4">line</e>
          </input>
        </math>
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      <region id="24" left="351" top="14832" width="218" height="68" color="#000000" bgColor="#ffffff" fontSize="10">
        <math>
          <input>
            <e type="operand">1950</e>
            <e type="function" args="1">J</e>
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            <e type="function" args="1">J</e>
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            <e type="function" args="1">J</e>
            <e type="operand">3</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="5">mat</e>
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            <e type="operand">0.212035</e>
            <e type="operator" args="1">-</e>
            <e type="operand">0.005338</e>
            <e type="operator" args="1">-</e>
            <e type="operand">0.74916</e>
            <e type="operand">3</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="5">mat</e>
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        </math>
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          <description active="true" position="Top" lang="eng">
            <p>HadCRUt4 global mean surface temperature change: 767 months January 1950 to November 2013</p>
          </description>
          <input>
            <e type="operand">HadCRU</e>
            <e type="operand">AnomalyPeriod</e>
            <e type="operand">HadCRU2016</e>
            <e type="operand">Spline2</e>
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            <e type="function" preserve="true" args="7">sys</e>
          </input>
        </plot>
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        <math decimalPlaces="3">
          <input>
            <e type="operand">yr</e>
            <e type="operand">yr</e>
            <e type="function" args="1">J</e>
            <e type="operand">1</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="4">mat</e>
          </input>
          <result action="numeric">
            <e type="operand">1990</e>
            <e type="operand">0.276</e>
            <e type="operand">1</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="4">mat</e>
          </result>
        </math>
      </region>
      <region id="27" left="27" top="15363" width="300" height="26" color="#000000" bgColor="#ffffff" fontSize="10">
        <math>
          <input>
            <e type="operand">V</e>
            <e type="operand">HadCRU</e>
            <e type="operand">133</e>
            <e type="operand">481</e>
            <e type="operand">2</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="5">submatrix</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
      </region>
      <region id="28" left="27" top="15390" width="169" height="53" color="#000000" bgColor="#ffffff" fontSize="10">
        <math>
          <description active="true" position="Top" lang="eng">
            <p>mean AnomalyPeriod</p>
          </description>
          <input>
            <e type="operand">V</e>
            <e type="function" preserve="true" args="1">sum</e>
            <e type="operand">V</e>
            <e type="function" preserve="true" args="1">rows</e>
            <e type="operator" args="2">/</e>
          </input>
          <result action="numeric">
            <e type="operand">0.009725</e>
            <e type="operator" args="1">-</e>
          </result>
        </math>
      </region>
      <region id="29" left="27" top="15471" width="609" height="332" color="#000000" bgColor="#ffffff">
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</raw>
        </picture>
      </region>
      <region id="30" left="27" top="15822" width="244" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
        <text lang="eng">
          <p bold="true">Explain the project:</p>
        </text>
      </region>
      <region id="31" left="27" top="15858" width="587" height="296" color="#000000" bgColor="#ffffff" fontSize="10">
        <text lang="eng">
          <p>1. Though the HadCRUt4 graph is ugly and not appealing, the data set is the one I collected November 2013, plotted above "HadCRU blue".recomposed from Mathcad 11 work sheet.2. Read more: http://www.metoffice.gov.uk/hadobs/crutem4/3. No matter how brave you feel, there is no model to "HadCRUt4".4. "Spline2", a ststistical spline was developped to highlight thetrend . In 2003, Mathsoft was granted the "Spline2" code from the authors and distributed in the Mathcad "Data Analysis Extension Pack".5. I don't have the spline2 data trend in hand [the project would haveto be redone on my 3rd computer]. But in November 2013, I was wise torun a rational fit to spline2, which is J(x), red thick line in the Smath plot above.5. My understanding and conclusion is that "HadCRU" Laboratory worksare just data collection all done well, professional. The web is fullof crappy interpretations, for instances: many web mention about "Times Series" ... what "Times Series" have to do in there ? 6. Observe the 15 decimals in J(x): the 'x direction' is huge, thusthe high decimal coefficients of x^n.   </p>
        </text>
      </region>
      <region id="32" left="27" top="16173" width="265" height="145" color="#000000" bgColor="#ffffff">
        <picture>
          <raw format="png" 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      </region>
      <region id="33" left="315" top="16191" width="371" height="104" color="#000000" bgColor="#ffffff" fontSize="10">
        <math>
          <description active="true" position="Top" lang="eng">
            <p>Statistical global warming</p>
          </description>
          <input>
            <e type="operand">x</e>
            <e type="function" args="1">Spline2</e>
            <e type="operand">x</e>
            <e type="function" args="1">J</e>
            <e type="operator" args="2">:</e>
            <e type="operand" style="string">statistical spline trend</e>
            <e type="operator" args="2">≡</e>
            <e type="operand">x</e>
            <e type="function" args="1">D</e>
            <e type="operand">x</e>
            <e type="function" args="1">Spline2</e>
            <e type="operand">x</e>
            <e type="function" preserve="true" args="2">diff</e>
            <e type="operator" args="2">:</e>
            <e type="operand" style="string">1rst derivative</e>
            <e type="operator" args="2">≡</e>
            <e type="operand">x</e>
            <e type="function" args="1">D2</e>
            <e type="operand">x</e>
            <e type="function" args="1">D</e>
            <e type="operand">x</e>
            <e type="function" preserve="true" args="2">diff</e>
            <e type="operator" args="2">:</e>
            <e type="operand" style="string">2nd derivative</e>
            <e type="operator" args="2">≡</e>
            <e type="operand">3</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="5">line</e>
          </input>
        </math>
      </region>
      <region id="34" left="27" top="16398" width="536" height="158" color="#000000" bgColor="#ffffff" fontSize="10" showInputData="False">
        <plot type="2d" render="lines" scale_x="3.75952335247409" scale_y="0.357250032584046" scale_z="1.34308984017185" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-14968" transpose_y="-14" transpose_z="0">
          <description active="true" position="Top" lang="eng">
            <p>1. The speed of the global warming started decreasing around 1994.2. The global warming  started to "cool down" around 2010.3. NULL anomaly locates ~ 1980 </p>
          </description>
          <input>
            <e type="operand">1950</e>
            <e type="operand">x</e>
            <e type="operator" args="2">≤</e>
            <e type="bracket">(</e>
            <e type="operand">x</e>
            <e type="operand">2013.833</e>
            <e type="operator" args="2">≤</e>
            <e type="bracket">(</e>
            <e type="operator" args="2">&amp;</e>
            <e type="operand">x</e>
            <e type="function" args="1">Spline2</e>
            <e type="operand" style="string">NOT HadCRUt4</e>
            <e type="function" preserve="true" args="3">if</e>
            <e type="operand">1950</e>
            <e type="operand">x</e>
            <e type="operator" args="2">≤</e>
            <e type="bracket">(</e>
            <e type="operand">x</e>
            <e type="operand">2013.833</e>
            <e type="operator" args="2">≤</e>
            <e type="bracket">(</e>
            <e type="operator" args="2">&amp;</e>
            <e type="operand">10</e>
            <e type="operand">x</e>
            <e type="function" args="1">D</e>
            <e type="operator" args="2">*</e>
            <e type="operand" style="string">NOT HadCRUt4</e>
            <e type="function" preserve="true" args="3">if</e>
            <e type="operand">1994</e>
            <e type="operand">2</e>
            <e type="operand">1994</e>
            <e type="operand">2</e>
            <e type="operator" args="1">-</e>
            <e type="operand">2</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="6">mat</e>
            <e type="operand">2010</e>
            <e type="operand">2</e>
            <e type="operand">2010</e>
            <e type="operand">2</e>
            <e type="operator" args="1">-</e>
            <e type="operand">2</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="6">mat</e>
            <e type="operand">4</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="6">sys</e>
          </input>
        </plot>
      </region>
      <region id="35" left="27" top="16641" width="355" height="31" color="#000000" bgColor="#80ffff" fontSize="14">
        <text lang="eng">
          <p bold="true">Supplement: Poly4 to HadCRUt4 </p>
        </text>
      </region>
      <region id="36" left="27" top="16695" width="202" height="68" color="#000000" bgColor="#ffffff" fontSize="10">
        <math>
          <input>
            <e type="operand">X</e>
            <e type="operand">HadCRU</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="2">col</e>
            <e type="operand">1950</e>
            <e type="operator" args="2">-</e>
            <e type="operator" args="2">:</e>
            <e type="operand">Y</e>
            <e type="operand">HadCRU</e>
            <e type="operand">2</e>
            <e type="function" preserve="true" args="2">col</e>
            <e type="operator" args="2">:</e>
            <e type="operand">XY</e>
            <e type="operand">X</e>
            <e type="operand">Y</e>
            <e type="function" preserve="true" args="2">augment</e>
            <e type="operator" args="2">:</e>
            <e type="operand">3</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="5">line</e>
          </input>
        </math>
      </region>
      <region id="37" left="216" top="16758" width="85" height="125" color="#000000" bgColor="#fff5eb" fontSize="10">
        <math decimalPlaces="4">
          <input>
            <e type="operand">x</e>
            <e type="function" args="1">φ</e>
            <e type="operand">1</e>
            <e type="operand">x</e>
            <e type="operand">x</e>
            <e type="operand">2</e>
            <e type="operator" args="2">^</e>
            <e type="operand">x</e>
            <e type="operand">3</e>
            <e type="operator" args="2">^</e>
            <e type="operand">x</e>
            <e type="operand">4</e>
            <e type="operator" args="2">^</e>
            <e type="operand">5</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="7">mat</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
      </region>
      <region id="38" left="333" top="16758" width="365" height="88" color="#000000" bgColor="#ffffff" fontSize="10">
        <text lang="eng">
          <p>Coefficient c5 is borrowed from Mathcad 11.The X range [767] is too high for Smath.It creates numerical instability ...In short: c5 does not converge, the minmizeprocedure needs the "sky hooke", RemToDo.</p>
        </text>
      </region>
      <region id="39" left="27" top="16776" width="169" height="98" color="#000000" bgColor="#ffffff" fontSize="10">
        <math>
          <input>
            <e type="operand">b</e>
            <e type="operand">0.1714356135</e>
            <e type="operator" args="1">-</e>
            <e type="operand">0.022680821111</e>
            <e type="operand">0.002156868803</e>
            <e type="operator" args="1">-</e>
            <e type="operand">0.000071653665</e>
            <e type="operand">0.000000625553</e>
            <e type="operator" args="1">-</e>
            <e type="operand">5</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="7">mat</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
      </region>
      <region id="40" left="27" top="16893" width="98" height="26" color="#000000" bgColor="#ffff80" fontSize="10">
        <math optimize="0" decimalPlaces="4">
          <input>
            <e type="operand">x</e>
            <e type="function" args="1">p</e>
            <e type="operand">b</e>
            <e type="operand">x</e>
            <e type="function" args="1">φ</e>
            <e type="operator" args="2">*</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
      </region>
      <region id="41" left="27" top="16938" width="213" height="94" border="true" color="#000000" bgColor="#ffff80" fontSize="10">
        <math optimize="2" decimalPlaces="4">
          <input>
            <e type="operand">Poly</e>
            <e type="operand" style="string">range, populate</e>
            <e type="operand">i</e>
            <e type="operand">1</e>
            <e type="operand">X</e>
            <e type="function" preserve="true" args="1">rows</e>
            <e type="function" preserve="true" args="2">range</e>
            <e type="operand">y</e>
            <e type="operand">i</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="operand">X</e>
            <e type="operand">i</e>
            <e type="function" preserve="true" args="2">el</e>
            <e type="function" args="1">p</e>
            <e type="function" preserve="true" args="1">eval</e>
            <e type="operator" args="2">:</e>
            <e type="function" preserve="true" args="3">for</e>
            <e type="operand">X</e>
            <e type="operand">y</e>
            <e type="function" preserve="true" args="2">augment</e>
            <e type="operand">3</e>
            <e type="operand">1</e>
            <e type="function" preserve="true" args="5">line</e>
            <e type="operator" args="2">:</e>
          </input>
        </math>
      </region>
      <region id="42" left="297" top="16983" width="266" height="50" color="#000000" bgColor="#fff5ff" fontSize="10">
        <math>
          <input>
            <e type="operand">a</e>
            <e type="operand">b</e>
            <e type="operand">c</e>
            <e type="function" args="3">spec</e>
            <e type="operand" style="string">.</e>
            <e type="operand">8</e>
            <e type="operand" style="string">red</e>
            <e type="operand">1</e>
            <e type="operand">3</e>
            <e type="function" preserve="true" args="5">mat</e>
            <e type="operator" args="2">:</e>
            <e type="operand">Poly4</e>
            <e type="operand">Poly</e>
            <e type="operand">a</e>
            <e type="operand">b</e>
            <e type="operand">c</e>
            <e type="function" args="3">spec</e>
            <e type="function" args="2">pts</e>
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