diff --git a/B6/input/b6_gendata.ipynb b/B6/input/b6_gendata.ipynb index a13a2f5..dc444e9 100644 --- a/B6/input/b6_gendata.ipynb +++ b/B6/input/b6_gendata.ipynb @@ -10,10 +10,8 @@ }, { "cell_type": "code", - "execution_count": 4, - "metadata": { - "collapsed": false - }, + "execution_count": 2, + "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", @@ -27,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": { "collapsed": true }, @@ -46,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": { "collapsed": true }, @@ -63,11 +61,17 @@ }, { "cell_type": "code", - "execution_count": 7, - "metadata": { - "collapsed": false - }, - "outputs": [], + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "fig/ already exists\n" + ] + } + ], "source": [ "try:\n", " mkdir('fig/')\n", @@ -84,7 +88,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "metadata": { "collapsed": true }, @@ -104,10 +108,8 @@ }, { "cell_type": "code", - "execution_count": 9, - "metadata": { - "collapsed": false - }, + "execution_count": 7, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -136,16 +138,14 @@ }, { "cell_type": "code", - "execution_count": 11, - "metadata": { - "collapsed": false - }, + "execution_count": 8, + "metadata": {}, "outputs": [ { "data": { "image/png": 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fM7Oqa9QC/H7g2vTr24A5OeZiZlYTjToTbhqwFiAiQlJI6oiI7aUHSeoG+i7R\nbpD0HyM8z5uB50ed7eg4hzc0Qh7OoXFygMbIY0dymFXJQY1agNcBUwCUzI+NgcWXJFgAdngxW0mr\nKrlSWUvOobHycA6Nk0Oj5FHLHBq1C+Jm4LD068Uk3RBmZi2lUVvAlwNXSFoFbAS6cs7HzKzqGrIA\nR8RmoB7zZBthLx7n8IZGyMM5JBohB2iMPGqWQ8vMhDMzazaN2gdsZtbyXIDNzHLiAmxmlhMXYDOz\nnLgAm5nlxAXYzCwnLsBmZjlxATYzy4kLsJlZTlyAzcxy4gJsZpYTF2BrCpK+Kunbgzx2i6R6LN6U\nde73Sno0j3Nb82vI1dDMSknqjIiv5p1Hloi4BfCmsbZD3AK2XEk6UtKTklZLOkPSE2n8q5K+J+l2\n4JulLWBJ+0q6R9Krkn4C7DTIa78zPW6DpLskvT2N3yLpK5IelrROUm+68wqSDpB0v6RNkn4l6YiS\n1ztU0qOS1kv6oaSdS1vAab5nS7ojPee1kiakj71D0r2SXpZ0Xvo97zUg3w9Keqbk/iRJr0n6w6r9\nwK2huABbbiTtDXwL+BjwDuADAw75OHAGcMKA+P8Gfg7MAP4vMG+QU3wD+C7Jnl7XAP9Y8thRwAeB\nP03Pf1TJcy4FdgW+CFyS5jqLZKOATwB7ApOBkzPO+QngOOAP0u/pSEljgB+n3+tuwLb0NQb6GTBJ\n0rvS++8HHomI/xzk+7Mm5wJseToCuDYi7o2INcDfD3j8XyPi1ojY1heQ9PvAXOBLEfFSRHwXeHiQ\n1w9gAbA7cCHwlyWPXRoRT0XEEySF9cNp/LPAd4CJJIVyaho/CvhpRNwVES+S/Kdwd8Y5/ykiHoyI\n3wF3pOeeD2yPiO9GxAbgy8CWsmSTjQiuA/4iDf0Fb+wObi3IBdjytCfwVMn9ZwY8/kLGc3YHfhsR\nr5XEnh3k9f+KZEurW4DHgI+UPDbwvL+Xfv3n6bE3DDh+T+DXfXci4lcRcVPGOUt3z91Ecp2l3/cZ\nEZsYfJfdH/PGfwYfwgW4pbkAW5428kbhg+yP5QP9FniLpPFDPU9SJ3AwsDQidgeOBb4taZf0kD0G\nPP+5tEvky8CCdBfcM0uOWUvS5dH3+gdKOraCfGHA9ylpZ2DaIMdeD/yJpD8HNkXELys8hzUhF2DL\n083AEZL+WNIMkuI3pLTL4GHgS5J2kbQEKLtIlXZbnAV8StJOJH22G0lapaTxmZJmA0uAnwBj08cm\npvn8HbwSW2HiAAAfLElEQVReMH8EHC7pTyS9BbgAGFfh97kS2EfSxyVNAr4+2HPTLoqfA+en57QW\n5gJsuYmIfwUuIik4D5IUqq0VPPUokq6C1SSt3BsGOe6TwCnAOpKCeXTazwpQJOmjvR1YHhHXRsQj\nwHLgAeBWYAVwG3BFRDwA9JAU6ofTXL9T4ff5PMkFxa+nOW8FXhzie/0x8C6SC4fWwrwpp+VG0puA\nSRHxdHp/MfC3EXFAjc97C/DtiLiqlucpOd844A8iom+42k7AemBKRLyScfwC4LsR4fHFLc4tYMvT\nu4DbJf2BpN2B04GsC1vNrhO4V9Ih6X86fw/cOUjxnUzScq+odW3NzQXYcpPOIvsnkuFcjwBPk/Tb\ntpSIeJVkfHCBZMTGPOB/DnL4KmAOSVeItTh3QZiZ5cQtYDOznLTMYjxvfvObY6+99so7DTMz7r33\n3ucjYvpwx7VMAd5rr71YtWpV3mmYmSHpyUqOq1sXhKTJkv6vpFslFSX9WXpV+L50xaqvpceNlbRC\n0t2SVkryUBwza0n1bAGfAvwiIi5Ip1n+HbA38L6IeFbSzZL2B94JrI2IeZIOAs7jjcVJzMxaRj0L\n8L8BfcvqTSUZiP5sRPQtpHI98B5gf6Bv54PbgCvrmKOZWd3UrQsiIu6IiNWSrge+D/ySZIGTPi+R\nrME6rS8eyRi5kJSZp6RuSaskrVqzZk1tvwEzsyqrZx/w7pLGRMSHgD8CTgWmlBwyFVhDMm9/Svoc\nkdTh7VmvGRGFiJgbEXOnTx/2gqOZ2YgUCgUWL15MoVCoyevXswvimyQ7GVwHvEKyHurukmaSLDF4\nKPAZktWqDiNZKGUxSTeEmVldLV68mBtvvBHg9X+7u7ureo56FuAvAssl9aTn/SzJHPnrSVaFuioi\nHpX0a+AKSatIlg/sqmOOZmb09PS8XnT7XHbZZc1bgCPiYZKLbAPdOOC4zUAuW4ybmQGcf/75ZbGZ\nM2dW/TyeimxmVqKrq4utW8uXal62bFnVz+UCbGZW4sory0e+Llq0iAULFlT9XC7AZmaprq4utm8v\nH3R1ww2DbboyOi7AZmaprNbvMcccU7PzuQCbmZHd+u3s7GTFihU1O6cLsJkZ2a3fz3/+8zU9pwuw\nmbW9+fPnl7V+JdHb21vT87oAm1lbKxQK3H333WXxo48+uubnbpk94ebOnRtekN3MRmrKlCmsX7++\nX6yzszNzLHClJN0bEXOHO84tYDNrW4VCoaz4Qu37fvu4BWxmbWvSpEls3LixX2znnXcui42UW8Bm\nZkPo6enJLLQXXHBB3XJwC9jM2tLYsWPL+nl33313nn766VG/tlvAZmaDWLx4ceZFtmuuuaauebgA\nm1lbKRaLZWv9Auyzzz41WXBnKC7AZtZWDj/88Mz45ZdfXudMXIDNrI0UCgWeeeaZsvgxxxxT99Yv\n+CKcmbWRnXbaiU2bNvWLjRkzhi1btlT1PL4IZ2ZWoqurq6z4Apxyyik5ZJOoWwtY0njgCuCtwHbg\ny8A24Jz03xsj4ouSxgLfBfYl2azzUxHx6HCv7xawmQ2lo6ODgfVu+vTp/O53v6v6uSptAddzV+Sj\ngHURcYSk6cBKkkL8voh4VtLNkvYH3gmsjYh5kg4CzgP+oo55mlmLmT17dlnxBfjJT36SQzZvqGcX\nxJPAt9OvXwUmAc9GxLNp7HqSXZPfD1ybxm4D5gz2gpK6Ja2StGrNmjW1ydrMmlqhUOCRRx4pi9dq\nn7eRqPtFOEl/DPwjScF9Z0R8PI1/BtgDOAA4JSJ+mcafAfaMiPKNmkq4C8LMsmRdeOvo6GDbtm01\nO2cjdkEg6cvAx4GTgd+QtHj7TAXWAOuAKenxAmK44mtmlmXx4sWZF95OPfXUHLIpV7cCLOkoYH9g\n/4h4TVIHsLukmcBvgUOBzwCbgMOAO4DFJN0QZmYjMtiMt+nTp9d8p4tK1bMF/CGSERA3JA1bAE4i\n6YrYClwVEY9K+jVwhaRVwEagq445mlmLWLRoUWY87wtvpepWgCPi2EEeunHAcZuBI2ufkZm1qsWL\nF7Nhw4ayeCNceCvliRhm1lIG63qYNGkSN9xwQw4ZDc4F2MxaymBdD1lFOW8uwGbWMpql66GPC7CZ\ntYRm6nro4wJsZi3hkEMOyYw3YtdDHxdgM2t6s2fP5tVXXy2LN2rXQx8XYDNraj09PZlrPTRy10Mf\nF2Aza1rFYpGzzz4787FG7nro4wJsZk1rsCFneW0xNFIuwGbWlGbPnp055GzWrFmsWLEih4xGzgXY\nzJrOYP2+nZ2dPPHEE/VPaAe5AJtZ0znnnHMy45dcckmdMxkdF2AzayoTJ07M3F5o0aJFdHd355DR\njnMBNrOmMW3aNF555ZWy+KxZsxp+yFkWF2AzawqzZ89m3bp1ZfFx48Y1Vb9vKRdgM2t4XV1dmRfd\nAG655Zb6JlNFLsBm1tAKhQLf//73Mx9btmxZU4z3HYwLsJk1rGKxyJIlSzIfW7RoUcPs7bajcinA\nko6UdFb69SGS7pN0j6SvpbGxklZIulvSSklvyyNPM8vXu9/97sx4s150G6iuBVhSh6SbgO+l9wVc\nAhwaEfsDB0jaHzgWWBsR84DTgfPqmaeZ5W/cuHFs3769LD558uSmveg20KCbcko6c7gnR8QZIzlZ\nRGyX9CGSArtvens2Ip5ND7keeA/J9vXfTmO3AVeO5Dxm1twmTJjAli1byuLjx49n/fr1OWRUG0O1\ngD8K/McQt4/syAkjYivQ99/aNGBtycMvAbuWxiMZcR2SynKV1C1plaRVa9as2ZF0zKzBTJgwgdde\ne60sPnbsWDZt2pRDRrUz1Lb0yyLinwd7UFL5gLyRWwdMKbk/FVhTGk+7KSIiyj6LREQBKADMnTu3\nfGqMmTWVwYpvR0cHmzdvziGj2hq0APcVX0kfBJYA40se+/BQxXkEfgXsLmkm8FvgUOAzwCbgMOAO\nYDFJN4SZtbDBii/A7bffXuds6mOoFnCfc4BuoHz+3yilfcInkfT9bgWuiohHJf0auELSKmAj0FXt\nc5tZ4xg3blxmny/A8uXLm3qs71AqKcDPRESxmieNiO+VfH0jcOOAxzcDR1bznGbWeIrFIgceeGDm\n4jqQFN9mW2BnJCopwLdLWgk82heIiE/VLiUzawddXV2DznCD1i++UFkB/ivgDJKuADOzUZs9e/ag\naztAexRfqKwA/2dEXFvzTMysLUybNi1zVTMASdxxxx0t2+c7UCUFuG/22r2k43dHOgHDzAyGvtg2\nduzYlhxqNpRKpiJfBawAHiGZgPHo0IebmfXX1dWFpEGL7+TJk9uu+EJlLeDVEXEDgKQJwJnAFTXN\nysxaxi677MLLL7886OOzZs1qmbUdRqqSFvDpkhami+SsArL/CzMzK9HX6h2q+C5atKhtiy9U1gL+\nGHAdMBn4RETcW9uUzKyZ9fT0cPbZZw97XLuMdBjKUKuhlf5kbiCZDbe/pD9L12AwM3tdoVBg6dKl\nmUtIlpo8eXJLrWg2GkN1QexWcgtgOfCW9L6ZGZC0eDs6OliyZMmwxfeYY45x8S0xVBfE6ohYPtiD\nkpYM9biZtbbhJlOUcqs321A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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -177,10 +177,8 @@ }, { "cell_type": "code", - "execution_count": 12, - "metadata": { - "collapsed": false - }, + "execution_count": 9, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -208,16 +206,14 @@ }, { "cell_type": "code", - "execution_count": 13, - "metadata": { - "collapsed": false - }, + "execution_count": 10, + "metadata": {}, "outputs": [ { "data": { "image/png": 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AmUCFu1eE5c8QjGn5avyBYmcFGDRoUORGio/S6PUPPvggL7/8Mn/+85/58pe/nO1wmkXp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\nZhPD8s+a2WozW2N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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -306,7 +298,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 13, "metadata": { "collapsed": true }, @@ -320,16 +312,14 @@ }, { "cell_type": "code", - "execution_count": 17, - "metadata": { - "collapsed": false - }, + "execution_count": 14, + "metadata": {}, "outputs": [ { "data": { "image/png": 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6Hjzcum5Slp1ExE3AkiHNNeA0YDawLDO3FdfeAHwHeAX4IfAUsBuYVrwe1Ivv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\nTkSuQmCC\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -355,7 +345,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 15, "metadata": { "collapsed": true }, @@ -383,10 +373,8 @@ }, { "cell_type": "code", - "execution_count": 19, - "metadata": { - "collapsed": false - }, + "execution_count": 16, + "metadata": {}, "outputs": [], "source": [ "N2 = np.ones_like(dz)*1e-6\n", @@ -394,21 +382,20 @@ "tz0 = N2/(gravity*talpha)\n", "# integrate vertically\n", "t = np.cumsum(-tz0*dz)\n", + "# offset so we are not within freezing range\n", "Tref = t-t[0]+3" ] }, { "cell_type": "code", - "execution_count": 22, - "metadata": { - "collapsed": false - }, + "execution_count": 17, + "metadata": {}, "outputs": [ { "data": { "image/png": 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5U4EjIuKhJ1ZsBwf3afConGbN9mOszc3nrklD6ZCc6HWcqKMCR0TEIzuOlvCn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\nK1TgiEhcWJiRTYfkRO6cMMT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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -441,10 +428,8 @@ }, { "cell_type": "code", - "execution_count": 23, - "metadata": { - "collapsed": false - }, + "execution_count": 18, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -478,10 +463,8 @@ }, { "cell_type": "code", - "execution_count": 25, - "metadata": { - "collapsed": false - }, + "execution_count": 19, + "metadata": {}, "outputs": [ { "name": "stdout", @@ -508,10 +491,8 @@ }, { "cell_type": "code", - "execution_count": 26, - "metadata": { - "collapsed": false - }, + "execution_count": 20, + "metadata": {}, "outputs": [ { "data": { @@ -519,7 +500,7 @@ "(1, 2000, 100)" ] }, - "execution_count": 26, + "execution_count": 20, "metadata": {}, "output_type": "execute_result" } @@ -542,10 +523,8 @@ }, { "cell_type": "code", - "execution_count": 27, - "metadata": { - "collapsed": false - }, + "execution_count": 21, + "metadata": {}, "outputs": [ { "name": "stdout",