{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Visualizing circumpolar data\n", "==========\n", "Demo script to show how a circumpolar mesh can be visualized\n", "\n", "This example requires the psy-maps plugin and the file ```'G10010_SIBT1850_v1.1._2013-01-15_circumpolar.nc'``` which contains one variable for the sea ice concentration in the arctis. This file is based on Walsh et al., 2015 and has been remapped to a circumpolar grid using Climate Data Operators (CDO, 2015)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import psyplot.project as psy\n", "import matplotlib.colors as mcol\n", "import numpy as np\n", "%matplotlib inline\n", "%config InlineBackend.close_figures = False\n", "# we show the figures after they are drawn or updated. This is useful for the \n", "# visualization in the ipython notebook\n", "psy.rcParams['auto_show'] = True" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Usually, netCDF files contain one-dimensional coordinates, one for the longitude and one for the latitude. Circumpolar grids, however, are defined using 2D coordinates. The visualization using ``psyplot`` is however straight forward.\n", "\n", "The file we are plotting here contains a variable for the sea ice concentration (0 - the grid cell contains no ice, 1 - fully ice covered). Therefore we use a colormap that reflects this behaviour. It is white but it's visibility transparency (the alpha value) increases for larger concentration. Furthermore we use a ``'northpole'`` projection (see [Cartopy's projection list](http://scitools.org.uk/cartopy/docs/latest/crs/projections.html#northpolarstereo)) to display it" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/Users/psommer/miniconda3/lib/python3.6/site-packages/matplotlib/colors.py:1221: RuntimeWarning: invalid value encountered in greater_equal\n", " iret[xx >= b] = i\n", "/Users/psommer/miniconda3/lib/python3.6/site-packages/matplotlib/colors.py:1225: RuntimeWarning: invalid value encountered in less\n", " iret[xx < self.vmin] = -1\n", "/Users/psommer/miniconda3/lib/python3.6/site-packages/matplotlib/colors.py:1226: RuntimeWarning: invalid value encountered in greater_equal\n", " iret[xx >= self.vmax] = max_col\n" ] }, { "data": { "image/png": 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9VjGxK8VmrYMZRUmY+FCUFNXmDedFkGcd7rvxh7zw+P3s8cGTmbXeJg7+uaP5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\nu6rNKuvofLn0K359/YWkbJNUzzqmfO8IJh97COvWbuaLJZ/xzJMvMG3G9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cRKWlJYUkxx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/i4LyagQBIgiIxuLs27MfoWkYuoEn1WB82ayPWLdwNkOOO5cO/Ufkb0H40ZXQQCq3x+KKKoYe\nfy4zX/o7x1/9AGh6eAoKRYNDknHcfCmtQLBQbK1puNms0h7rRn7H1nTVu1qmiVVRzaTbn+WH955m\n+qM3MP6yOyksa0EuIFyEwgVNC8dTiDw32Pc8EBpSKqpdjicrZYCTSuInaykqtJn93RLSWZ9BI4Zx\nwklHsmDeUn6eu4zGunpev/lcTjl+MDde8hDDh/clQCPr+vTs1YlAaiQdaBHX2dOYobLQIusHpF0l\n07QMQTrrETF0fF+SdVyee+Vr9tcl2bR+AxtDSx49Emfn3jRi/zqkZpJNNnPGhWt57KEppAw95Ljb\ntCuJYhhxTj7uaI4/ajSWbYDQKS7UaGpI4e2vJ+MJqqrLSSWbKCkp4P5Hn0IgGXfM4SSam0EG/Om2\nR9lZm6RFgYlZ3YNjL7yRbZs3wLJPmP7I1VS1qWHs5X/DblGTN5/L5wSF+AZCzdR/+uB5jrvyXnIP\nsFRK/nyfm5sBK7ZcWNWFm6wIx3+5Sg2Rc8wgtLdV5vS+72MYsHXlr7TtPTTPsjIMA8/zMbTcc/Wf\nvf4rtDm3gHWh0aVHZzat2ZT/8wO7miqRcwBNfdph+Z5GtjS4pH1B0tNxfXVKaUi8AAoiFslkihYt\nq9CFRsQyw4UDpmUSi0YYdfplfPv2M0CAHwiE9MmkEliRCL4vSSYTbFr6Ex/efyVCCCbe8iwdBxym\nTvDwNMvFeUrfV+h0eEJ2HHAYNT0HqjFU2GNqAmxTqZ18z0OiY1s6EVs5GKqEQfKLT53AIaIcsmoQ\nqiLQDYOjz7uefkeeyHt/n8KOdSvyyh9QQA+oqkH1pOr9cmHdSjWl7F9dJ4sQGjvW/kZDY5JLL3uA\nqt4jSdTvZ+Thg6moLOfe+68lmUixfeVCBD6333U5hx46gK31Pqmsh23oxO0IzcksluazeW+SmG2z\nPxGwcXeCnXXNbNjZyG9bm9ham8JHww8kr778EY/f/wRvvfAyP387B4CTb36KG974kSue+4Ipz87g\n5OsepNvAYVTEXFoVFGObJtFYhMLCAmqbE2QydcQjtdqyRAAAIABJREFUOvESFVit6xpNqTRaRCfr\n+6SzLo0JB1fCOx/OYMGixdxxyzUI3ce2debOX8CSXxexe+MqenTvyolTbmfN0gV8ePdFNNft5djD\nD2HrxvW89+ANzPv4JbxsRm21IUKcO1SlhNULvqVlh+6UtGxDDrEQByNZ4UvmauXQI01DhsKX0Ngv\nj5kIOMgdhhAjUrRb2LB0Lp0GjFDvJ3IIjcQLlIDmP339F3NeVSbmYkeErlHdrprtG7fRumPNAcQt\npNBFTANdCDJZD6ROXTpFc9olHoZnd2+lvI4lAmFZVLduyea5H9Jn5PHosULSPsSjNumsg2GYdBgw\ngp+nT2Xfto306lHD5h3NELokNu3bwfzpL1FU1pITr32IeHGLcDcM8sJ6IEweVGn1QjvQHwsBA8ZO\n4rs3HmXJ19MYeOwZCE0jnc0ghKZGAp4DwlRXIR9xCoamqIF+6Eoo9Fx8RLjopZIlep5H16FHUNmu\nM589cTvdDjmSweMmES8oyLsX5nf5EK3U9JwuVj1Rge8jpIVh6PQaejjXv/kDmqZRt2sbv836kMfv\nf5qyFi1Ytno3ADOfv53bbr0Q2zRIOwGZTIq0GSPjZgAXyzJAWFi6Syrrsae2mWQmSd8OLYm1Nlm+\npZ66Zo92LVQllUyk6D7yOPas/w07Gqe8TXv6jDgqJIQJMsk0v816n0WfvcyzT91DPGaTSDSqZMNA\nIPUIybRHKrOXeLyQRFOWeNzG8Txcx0EGkqyrIUyfFavW8uobb/H8Uw8iNElhQRzTirF2wyaOO248\nn3/+BTO/+pqfvv+erOvzj7/dxCFD+tOqVWvqL7mSDiPGs3LDdl6/9TxGT76cToNG4Qcyf6gGvsf8\nT15j4i2PkxsC5grL/DMfbu65FSBCqEshzhJNhEw7CL2Zw+hOIdSUQuRAWjUX3r1hJdWX3ZpHlxX+\nYYQKpf8cbRZ/BJoWQshp8z4Kv4LM93pzZswm1Zxi3BkTwp/LKWLJz111zyOZ8LBjAsM3iZYUUmQq\nJ4muFTE8CT46vy5YxiUX3kaX/kM46S9PY1sG6YyL4zjhFwzYunoZiz5/jUk3P0xTwiVRX8cPH7xA\nw87NjDh9CtWde6JpGnqOMhn4eW2p73t5Azhl82qGQ/cATTPyN+/Tx2+i35En02nQSIRU5vJ5knno\nVy3C98+zsDRlBaOM0dXpq4WfWSmKRKggUiV54Lks/HIav835lG5DRzN43GQKysqRQaBE22HmcP4O\n5ZBMoVhZsYJYDlcH4KVrT2fnuuVohkl1517ESipY/8u3fPXN8/To2ZH1exLYhoGlQ8S2cH2PZEal\nXBhWhJKIDlKGbCQojlnsS/ikMh7FBSappMtP38zmjjuepqi6C5Nve5LCsnI03SCdSvLzu0+zZ80C\ndm3bRteu7bn7zqtp1bKaQGaJ2DamJbEtDV3TKC4owfclqWSG4uJiduzao5hvAbSoLCJiFLBr1w5O\nOes6Xnn+HqqqWpFOO6xbu5Gvv/uFt96Zzsm3PsdHD17NvJnv4iSaidgxWlVWYkYjBNksL74xjWnT\nZ3DE9c+SbWrg+w9eonHfTo654EZKWrVF0w2WfTudpn07GXnGlHw/m48kyZXW+QV8gGKX+8mcSkzT\nhLIRlkHewjV3KHiehy6Uzrd2+yZ+eP95Tr7uoTz5h7BNkkGAJiT3TxqKzCGZ/5fXfxHxKcOIQrV3\nCSHoP2wAj93yMOPOGI8WWnvmLkIOyDKsCMUVAlOz8LwsQdalIQtFhWp2GQQ+EQNGDO/DFzNfZuIJ\nU0htXoDX7lAMoaHpSsHho9G9X39+me6yfsUKtq9Zxm9zPmPQsZM54uxrkCiKnoePHVFevLmdMggU\nLTLIVarSJ0Aq72nh5/tUAUy44m989NC1FFdWU9m2Exy0SBBKvidR7pe5ckgTAtdz0XVdjYAOclWA\nUHRP6IyhCTTdZvRpFzLsuDNY/sOXvHffVVR37sUhJ5xDcWUbkH6II+Ron7nHRi3qVHMTSEmsuBQp\nJZPvepbNv84mu28DM95+g5p2NbRpU0mXbh1IZgPaVxSoaM9kirTjE7N14sUmmqazY3+GVTua6deu\nCOGpOa5tauiaR2Njguef+oifZs/jpOMPp3PndvQ86iQKSlsghCDRUMvUm8/hsGE9Oee6sxnQtyfF\npWUIV9Lc3EhpSZxo3MB3AqLxCDigSXXNiwriCClpV9OeZGMj0ViUrNvMxq1bGHXMeSSam5j4pwdp\n06ELyV3r2bm3js79h3HuQ+9RUd2WFq07smnLdkYP7QeaAV6AZlnolk1lVUv21daTSLtEiso57oq/\nsmPdcr555QEqazoyYPw5LP5qGpPvflHd1vzCJb9wc2O68AfUMyIO2CYFUqpcrvxhdQAsDfmtEKrU\nNBnw+4//pNuQ0aEAQRD4LgjFTfADccAy5z94/eGeN1eT5yZgfhBQVl5Gpx6d+fW7X/Lyp3/5JUJD\neBIt0JG+R2N9grSXxjAFTVmP9fUOhmHhBYK6pEtpRRlNTUkeuOIClKjTxXcziMDFd1I4TpZ2/Q/n\nvXuvIN3cyMRbn6HrsKPyn08Pe20vm1VphVJRIoVQCLFhqJGHZphI31M8ZaFORF3TEZpGJF7IcVfe\nw9cv3UequRHDtBQgZpqYlo1uGBimit9Qw3+J46rqwDB0DDuitLlCYpompqFUT4ZhoOnK5VHXdVzX\nAc2gz+jjufCBN+nYfwQznr6bTx/7C3s2r1bX76Do1FxCo+f7OK7E9QV+JomTTpJpbubjJ//G9s2b\nOPyIIcz54WWKS4rYn1Cc2r3NWXY3pvECDc9J09Rksm2Xx9pNzezYU4sWOGTcAKELUq7L7t21vPTE\nVK644EY6tWnB7JnPcuPNFzNgcG927kso+aRhMPPVhzl2zCDu/9ufGTNyKK3KS9ClyiKyrSjJZBId\nnYLCKLpvYGkxNN3GMGJouoXrOWRSjWimj+tmQRYw8YyrkUJw5StzOPrsq6ho341Oh5/KlGdnMGHK\nXZS2aosQgsryUtasXk8gIfBcfDeLn04QBC6nn3km48YeyfMXj6ZAV0yrVh26csadL9Ku91DevfNC\nispboZuRPGqcA6j+ZbPOt7rqf3RNhOHqqn0MgtxkQeUuiZDQoxRGajFrmkayoZaNy+bRe+SYEOTK\nva+PHtJ49T/Q8/7hxZtLRVPloioffRlw0vmn8Mkb0wk8Hwvl4mBpJppQJ1TKTdPY2IDr+VSWtyAa\nj+FpUGxrlMfV6Zv1fGKWxs7d+8mkMwCsmP0hnhajoLAQH43muv289+DNbPt9Ie17D6Fdr0H5TNMg\nyCG1OWRQla0qYUN9btc/QJUDkU9MUIBSWDVo6vQtbdWGo8+7js+euAU3m87LtfLkSCkRIfFCN3RV\nggMSLZ9YoIdWrwiBpgsitqVI7jJ09xB6eMMUbtl1yGjOvfcVhkyYzE8fvcwH9/+ZVXO/oWHv7rBn\nVkizaej5pyqTcclkfIrKKxk4ZiJrlq/g1lsvpigeAcA2DZJZF1uA52qYRgxNlOM5Pvua6kk278Tz\nMkSjNvvqGpnx5VzuvPVJzjnndjp07sDUdx5lymWno0eLcX2IRCPUr5/Pjo3rmfP2s6z/9Tsmn3ca\nIHHcEKj0A9LZLF6QpaSogCDwEJ6JkCIsK32kCBCaiWWU4JFF0yxMq4C7//4PAilJNjVSk1pBWbvu\ndBg4kvK2nVn42eu8de1xpHb8zpI5M9iyZgVnTT6VwPPwU0pBJX0lnjd0m3POOYP2HTvh2C2QUjH+\nhBC07jGIaFExle268M6dF7Jp2fx8r3vgOTpwn3NVJih6sB5OCPJjSV1HoohIuWxihYGoaYFAMveT\nqRx68vlYdjQMHpPohpknkJiW9S97xr97/eGe9925HyhpnqbheJ76smEZ/f4L71LRqoLRx4zGikUU\nQouv5HiOR4DyTzY1HS1ighdQWhTH8SUVEUHU0tmfEdh6wPhDT6ehrhGA61/7hmhhGT9Me4GNv/3C\n0edcQbvew9i3YzOfPH4bE299Vu16oY2LrmkhkV9dzCBkJkmhKxYMIuyHg3yBrxvKrjOHFgpNC9E5\nwaq5X7NmwWxOvv5BhS6G4ETOEcEPrVA0PUSuAyUJ08PEhlwwmETNdFUZrE5dRQbQcLOOqrJCUULg\nuUgkezZvYO0v37J302oa9++mtFUNbbr1pbpLX1q17wK6Yj0hlNjbtnRWzpvFvI9fZdFPTzB+wtW8\nO/05YpbElxqbd9ahZeNsb9hMZWmcbF0dJ554DQCFJWW0bVdJ155dGTR8AH0H9qYoZuN5HhFTI5CC\nmrIoyazPKcf/ibVrt1DWqjWvv3oPvbq2I2IZaJ5GNBJlZ32K0tIkv2236dVSENVjWLEWyEwaNIHv\np8EFLVKAMJRNDobOK1On8fNP83jxqft49/3PeXvax/zy6zKKiwqxbYvtO3b9yzP51VcfM3rkULK1\n+8DzCDwfIhH0WJRIUTVbtm7mkCEjOevuF7BatMYwoyDgh3efobiiiv5HnUzDvp18/87TZNMpjjjn\nWkpa1uRPxdzC1fUDeAf5UVNItCG0W9LUn4uQxKMJgR8SWmp3buHzp+7g/HteQTdNhNBC51CDIIwC\nzU0e7jml//9Mz/u/7z5ekIvUkBx/9gn89fK7GHzYUKzAo6xFGSamAl20ACP0SDY0NcyWphqgG0Kw\nO+lQ6Bk0pX2avGLadqjBLKigfZ8hrPrlJxZ9NY0h487g/PunYtoRpOdR0KKKFjWdWLdwDp0Gjcay\nTDLZbEirBCF0XE9RLKXQETJAN20C31MsKSnyJ3Tgq9wict7POWqc0Ogzajz1u7byw9tPc9R51+YZ\nRn7oaWToOoah47rKZB5dvQ8hW8o0dWzLVKFbQYCua3iei2FayEDieSFpXirJogirGyedpqpDV8pr\nOmJZFomGehL1e9ixbiXL5nzOrC1rEZpGq069aNWxhxr6axp2NE6yqYEnXviCurpmvv7qh/A0MGhK\npNmyehvr161i9546OrZvhRCClp16sXv9Cvxu/Thr0lg6d6qmNqXhZhziBRa+o1Ik5izYyPrf17F2\n7RYA7r37Erp3bkeApLk5QzwaIxtk+X35ai649HrMWBFL5r6OEdNpqK+jtLgY33HCnlADXyL9LMK2\nmDXrOz74YDrT330B3dI58/SxnHXWiUjDRtc0auuaeebZV3j44Se59dZrKS4qYsSwvgTCRC8uIshm\n0JIpsFSLE/gOpSVFuFJnd2OaztVxgsAnWV/LxiU/c+59ryM0QUllNcdd8Te2rfmNL5+7m+qu/Rh2\n0gVEYvFwwYqQOBeEh4La1A8QasgnH+TWiMrvVaVtEEh+fP8FDjvtUnyE2mRCgNP3XXLG674f5Eej\n/8nrv6JHBlJghE6NEcMg63v4gSReUMDIY0cxe8YsJpx1Ak2NTdi2rRDeIEA3lZ2I7wfopokmJamk\ngy98IhGdhOMS4DPrw9fZsnU/Yy77K/M/eh7DsrnowTeJxBXN0vMU79l1HIafdBHTH72e9v1GIDGw\nTTOv11QMKC1kaqHK4XDm6vuBIlF4LqZh4uZAOKHKuiAI0HVDld6axsjTL+OzJ25j4RfvMGTCmQgh\nME0jH7ql6JKKuKFrGo7jYYV9cTaTwcmk1Y6LUOHNpq1mf1oO/FDgRmiggqYZROIFpFMpNE0jlcii\nWxEKytvQo7ItPQ87lsJ4DC+bYM2yJdRu30CydqcSgmsa2VSCbZs2kclkWLV8La4X4HoOhm7Qorwl\nW7/djV5YzohTL8Q3bP4Xbe8ZLUdxteE+Fbp7Zk5QBmUkEAKRREYYMDnnHE0yGWMwYKJBBINJJpuc\nMTmZJHJG5CBENIioHE8+M9PdVXV/VPUcfd+Pe823rmctWEiMzoy6u6r2fvcbpn84nT3Ouol/v/Uk\nhx42mebmJkautiFnHb8FzgxkyIAmvvjkU449anLjPlx703n8drMNAYtyiq4sRcUpabfg6mtuZNmV\n1mXW15/w9JTXOWCvnWjuNxhbryKdw0qNFRYnLEpIPvpoGpMvuIInHrqNUjnBmhpIPLBnM2zmGNha\n5ty/nMzkc8/E2Wo4AS0m7USqGBH7MHNbz3xDUbZ0dS7BpFVWaM4CkKR47193sNGeh5OUggTPeYXX\nyJXXZL/Jt/L1W8/y0IXHsM72+7L6ZjuHUxff4sg+vXikPVCpIx2eudCapSYQQQxOKhb8/C3dbYsZ\ns9r6yKUWft/4D7wI5tetxf+DMME/nMb1xTgsTTnbes9teeflqVR7az7FAEea+4sppcQ4P7bJ6il5\nbklERr9YEUUVQJE5mDnjJ5oqks9eeIBdTriQrQ/7M7pUIcsysjSl2ttDvVrHOaj0G8jYNTbk66nP\n+zFHCGv2CQKy0UMUThsulD2+fLUNimWkdeh9o/B+D3op7QGoJInY5Q+Tmf/zd/zrmrPp7lhCltap\n1+vkWe6NyYQkyw1pmoFQpGlGrVrzZbbU5MaR5Tm5dVR7q+RpSp7VGzPAAt00eU61t4dqtYZwReKD\n9x4GQRJrBgzszw+fv8f1f9id568/ndkfP0vcNYOVR2o/vhGC088+ihHDl+Gv5x3FVluvR3s0nubB\nI7j99ocYsc52lFoGc+e1N3HxJady6hlH8tpNpzNq9HB2OPpMdjn1SjoXzeXym19jmUH9+HnGjxx7\n1GQATrr5aZr6DeS512dgnKCWGzJj+f67HznouMvYYf8/8/n385nx4WvsddoVnHHOzcz4Zg6zZ84k\nraWAxHSnCOs3vlv++TCn/eVi7r3xcgaVE0y1F9ebQjXHdnZj2tqxHR243hrZogXYvIYQMVjPPPME\nmczfcylxJsemKXm1gwHNzYwaNZwZcxaDEHQumsu8H75hpQ228GsmLJ4kjtBK0NxUYo3Nd+bA82+l\nfe4v3D/5CGZ982kAp/yERWkVTkqvDyacokpHnjZqvPuIC+X1mw/8g032OaYx889z0wfK4Lnizno2\n239Vz2us9Vrb8NGZsQUjDBO8k7bfe3teeOgZv1Bx3sVQ+x40jiJQ3vqlpaQZOsDv4qZep7e3l8du\nf4QvPv6C1gGD2Pfcmxk0YjmcNeRpSq1ao1area5qcFvEOdbafn++fOMpFs6c0dgkcMHkvMFssQ1F\nknN9PS4B4ZNKB02wL4E9GOEZWWm9hs1zhIrY/ui/sNxq6/HAhcezaPbP4eJ7Q21rbfj5NHjOeWH5\nKQq5l8QaiwrsmzzLiaLAxw5UPa19QWTyjNz4710plxoPmrN+k5r13ZessPJ4prz5MCefeSzrr7cK\needCWjo/42+XnsDCDke1bnjgyY848vALmPPjd7z2zgw22u8ESpVmvn73FZJKhR13/CNtLMtpZx3D\n/K/f5eFLTuGhcw8hMp1Mf/MF3v3ga/LY27MMHj6K1n4t7H3Wtbz1/LNMvnEqixcv4Y6nP+KY48+j\nLvsxbNWN6FgwB4Cxq69PrbeLqJIyuF9MZ1u7d4vQmva2Dn5/7Kl8Nf1Lnrr3GpYbsQxYEwzvvUBe\nRBEuSpCVFqxWqOZmTMcShIw8OaeRihF4f+FeCKVwQvP6K69RsxHjN9yGvFblX1edyTaHn4rUUVh0\n2vufKR/4LYVASyhXKmx18Ins9IcL+OCZ+3js76fTvmCOxyjC86+UxlhHHsz+89wQRREqivyIyDlm\nfzMNISXDx63qZYEhQyss2757KoTXGf8KDOr/JEwA/wWSMJJZ+hVJyeY7bcmn73xKdUk7CM8dTnTS\n8MQtJREbjx+Gq1VRNqNqJW+89Can//50mpor7HvkviSt3sc20t4axi+umFBLBdmc32njchPbHXMe\nr95xKT3tiwHfPxbKn8JFw4eCe/4x+LGNL4mkR86VwubpUv2IJc9SrBNkeSBLOMcam+7EDsdN5qnr\nzuXzN6eA83LIQj3irVM8z7tgValAo/PX0Hv/ZvVaEHd7VpYJhAxrfDh1MfZyzosvtAo+W2lOZ0cn\nebWHFddYi/4JTFp3PCcetQ8XnHcs519wMttu8Vsmju5PEgm6Fv7CmFUmsvMJF7DXKZewzta7N3q0\nzX93Mpvvfxz33nwn5593E+12AEf/+Y90dHTz5Sefsvyav+HEY8/ghQ+W8PcbL2LRnJlcsO9vWXWN\n1dnv9Mt5/5mH2Xqr3/PA7fcxbMIG7Hjk6Sw/cRJxuYn9z7wSHWlGjl+dj7/8iarJaR00EFEu8+WM\nH9ntsOPYbstNuOqi0ym3tvo1WIow0nlAs1SG3F8LZ3OEtdQzg6hUMLVOXD3FmQznAtfbBDcPpYha\nW1FScPdDTzJirU1RUvKvq89g/R32Y/j41bHWR89kuW/pcmNIypVG21GUs8uOXp69Tvs7a265O0/8\n/TTeeOgmTFr39xnhtd/GNE7cPPf+376VMrzx4A1stNcxDVcUv+hVg8RjbNhsAtYi//eC+n9bi78W\nbb7/nUdwzptvFcqiWkCdwX94ohRvvzyVn778loNOOhSbecg8LkUs179CJZa0xIqOrl4+/fRbLrv8\nToYvN4wDjjmQ5v7N3HbF7VAZxaR9TkIIQZZmnngRSoo8zwOy7D/PmAxrHHO/ncbUR29ml5OvIC5V\niCM/JjKBQEHQGZs8ReooDNvtUrEj3ilQhAVt8rzRKwN+docsyN3Uq928cOslJJUmtj70VHScQEAa\nlRQBrPYbnMRhnOdCayXp7a36zUk5chviTMKDk6b1xkjOl1GOJCmR1lOiSJM7L8x//7EbWWZgiYtO\n24O4pGhOmliwpAPtcmId44xhnUl7YxzsctIljFt38/DQOB644Fi+/+RtfrP1tmx+zN98SFpvL5+9\n/Civ3nstADsdegwTdzqK2d99wVPXnMmehx/JrRefB8Bfn/4MrRVd3VVcvQPKg4iUwhWe2UoGUBCm\nPnY7ZtH33HH5CQwePIo7b72HO+9/jOsvPZNVxo+HRPsTtppR7ck8NiCh0lrGuBQhNHnNg4M54ARE\nSoAxiHLS4BK7PMfW6uimFoTw5nAjx0xkv4v/yRevPoFOymy695EIFXnpXYOHHnCLzItLoigCHJGO\nEMq3P0JphEn54PlHmPbyE2ywyyGsusn2FLZGxakvA23YOcf3n77Nt++/xrZHnY0UrjFtsNahpD+5\ns8yHalsXNikHl+633n+ENv/qk9eFeVcWpGb1YP+xNMNECFh/80n8+8vvmDd7ASqWtDTHSOGY152i\npaBtURsXTv4H11x1Nwce/zuOOf04mvu38PHUT5ny8LMsN2kPCkdHv3MEZhIsBduHC4bvR0ZOWIvV\nN9+VV26/GCVcOMlEGNkUsSaeaCGl6iuRpSTSkiiOiJLY9+Z5jtRRKIV95q9zeFKHdYFSWGaHY89l\n8KgVuO/8o1g46wefKRx2YKwLp6gMn6WxeU5XZ6ffhIyhlnoqZBYCyOpp3RNBQiktAi2zXqvR1NKE\ndd5SKHE1vnj9SQ7YdU2SRFKOJdV6nUGVEv0qJdrqORdeehu9dcORVz3OkXutjc3rfjMCVlp/c4aM\nWI7vpn+C0hE6imlq7c+m+x7DxC12BaB5uXWRUjJ8xTXY49Qrue/6awAYOGw0zTrj07de4ZFzDyQ1\nXhVmQ+lXzFKFEERKMHLV9fj4zVeQeiBHHn0yb733EQ9efzHjV1iRzIAul0FriGNvSqD8bDyrG1ym\nyX1eGL3dvUQ4pLWgI59RYz1qbY3F1erIYJTvspyetnaWHzOKjx6+nrYF89h8/+MoBH2j+sPgss9J\nAofLU8oVTzf15uoO46Be9/fdmhzrYK1t9mH/c29i1jfTuG/ykcz+7ouALLvg1hF6XpPzzmO38Zs9\nDvcYkQ3tVWBo5daL+P1mbxq8g//8KP0/SQI9R1c3jne31P/zfa+OFKkQ7H74Xjx8y4P86YKTAD/z\nSkzOjTc8zJQnX+akEw9knxMmkuZ+xKKEorWliRHjVmbCisNoq3m/qaJHKPpLKOZvhSwvfA8Hq2y0\nPR3zZ/L2Izez9cEnhVGWC+JpF9wyvBIIfO/srMEWqGGWe1eExq5cSPDAhQ2hEJcUgvk1t9ydoWMn\n8NQ1ZzNp98NZaf3NfZkerk69Xg+evJI0NwihfPZvQMGlVBhrGtzZatWHUUdakyQJ1lrKzU3+RiMw\nueGD5x9g7UkbMHGNFVHKOzn01FKsgOZSE4Njw6MPP8vAYaMZOnIEX8yvkhlBJP3mO2KliUy56WfG\nrrURSkBvdyefPnUrP3z5KTO+mI5UinET1yG3FmMcw1aYwP7n3siXbz1H0tTCSduv27jvWT1FRYk3\nuxfSG+5pyeJZ3zH93Tf57t2X2HjDddljn0PYZbstOPKgPSmXyz58LcsRURlpcjoXtdHV3U1zSwtR\nHCGEt1PNq1V0KSGuVMhSj7p7vrgDm+OcRjjjR4BRxeMUeU6ptYXRI4byxkefc8Q1T/pKS2kMghGt\nms7IMGdulXISYYTwlVFwAgW831TYiIxxDf12Umlh68NPY8HM73n93qtpHrgMm+xzDE39B/nvICRf\nvvMiw8evQfOgoWRFFrWD3HmU2uR+QlNQKRt041+xFn+9qigwmOIAqrQkCb1pSh7KPC0lqfHo8+rr\nT+TJe5/k229+YPnxY/nk7Y958NYH2XPXzbnroStZWJMIDSqAYALomD+fEWPGsLiqEQQmkXMYI0K2\nrS/B/ckrG55ERZUhBWy4x5E8e8NkPnnlCSZuvhs4jyJ76ppr5PgIKYKo3O+W9XrW8IAWUlGvVj37\nqSCOh7Ld97YeebeB6LHs2JXY9+zreO6Wi5nz78/YeJ+j0XHZz+2ERCtFU6VMtdqOwG8MxWzX5n4u\n7ecRfoOMowQhBXEcE8eKWr1OrdcrbirlhNHjV+Phy+5mUOXPzFuSUi4lKOWo5Y5atU77/MXU04yK\nMXR01+mSmiiSxU1k2bErc8qdLzNwmWWpZtA+9ydefOjuBlttq30P9dc8bCgOx/BxqzJ07MrYPGXA\nkGGUmiqMW3dzVBQ1/KGiSKOE5f5LTufnT17FlXX3AAAgAElEQVSjra2Do35/AG++N40jD92fU/58\nDvvsuA3VrirIiJ7uLuz8BVSSMjZw2LUUmCzHhDai1FxBlcqk1RpOlEAKhDFgUlwcg7WIPAdjSLMq\nsYCeJYv5edYcXnhtKtsd/1daWlswaQ0RJWil+bojprvboqiRpsENMktRyo8AbZ5jra8ibINJ56mQ\nAg8YDhm5PHuefhUzPn6Lxy77EytN2oq1tt0HrSM+fPY+9jjtGqDAOvpUSFlughtLOIgg2PJ4Ms9/\nbfE2+txQRlSEbixcnzhuG+Jy6xz7HrM/d199J0kS09K/lbP/fjbjxgxnXjUF6ShJiZbepcE4WNjR\nQ1lVsU6ihD+7kliTZoa4FJGmivaO7r4wMPgfag/wPeZ2R57NY5f/icHDRzN8/JrkWeoBrzBjy22O\ndQat/ey12AB8ZIo/8Yv+xTevbqm0P9+n5HnuT/BwjEelJnY+4SI+fu4BHrv0JLY5+hwGLjsKpf2p\nu2jhQr/YLRCAtMK9Qoo+woiSijiJSZKYKNLU6ym9vVWSpESsY/KsTtI6iKxe5YLLH2XdDTdgmw2X\np3+lia7OLubMXsAFf72edX67OT//NMuzuZwi0QpnHF+//yo9C38mrVV5+d7rANhxj1049rrHWfDz\ndyz4eQbDV98Y5zKiYDmb5z7uVEcRIolZZ5vdsS6UfgF0U0KS5pbPXnyY+vzv+PT9f3L+xXdwz32P\n0X/IMPqPWw+AiVvsxqnHHsJ+u27H0GHD+WXmXFyTohSXqVV7SI2vhNK2dppaW0BG2K4uCk96JwRO\nWK/HDjN9kRtEnCBSR1d7O13dPRz4+5MotQxgjU22Deh/kIFaQz0rRAeqoRjyYKEjs2lQfaXY4HJh\n8iz4cwcijSwSKSUrrrspy62+AZ+++DAPnn8UQ8etxgpr/5bm/oPCxr/UIg1kj0hHPqXRmEYpL5Xq\nc6T5D16/GrC6751HKGvtxy2yD3mu5p52GElJbh1KCLq7enj09od467k32PfYA9lu920RRdngHInW\njaxaa/3C7+xo47jdjmPf8+5g9IQ1SLRv8qUQ1DJL+2Jv1m2daAzFGwvXsVQyoKCnYwFPXHEaOxx3\nHoOHjyYulcPFy0H4nCEdrEucNQ0EsCjTs9z3LqG9DqwdEw5IETjQLtwgGtQ4KRWzvp3O1EduonXw\nMH6z+6G0DB6O0jF5njXmgB5e9SV8MW6TSnpnkUjTVElwzlGrZ+AEaZaSphnlUomuJfOY+sjNZPUa\nP05/n389fDHX3PA4VdfEz9/PoDx4ObY/6kzuPuswVt94Czpnf8fiOb+waOEiho8ezRqrrYByOccd\nsy+bbXkYm+zxO7Y4/CxEmIM3pGrWk2Gc8AhpkkTUeqss/OUbKq0DqKWGfMlMZn7xITOnT+WXX2Yx\nbNiybLnZhnzw0WccdvBeDBsxhAMOOqlxp7bY4yDmL+ni+w9fY/WNtuTM323DehNXZ868hQwePJBa\nrU6caJqbmum/zBDaFixCYP1CxiIRGOGwaR0CDiKcn8mjYxbOns0BR51CPXcsP3ED1tjzj+GZgVj7\nDcZaQ1avk+b+Xud5Fh6j8GtjqSSSNHdEcewte22OjjxdVEpvTFAAUUXZu2TeTO4793CWHbMSmx98\nCoNHLs/Sa6wokT2fvRj9WVyIkQG4dN91/iPA6lcv3n9OfTj8ty8ImuOo8aECSI2hq5YydcrrvPDY\n8+yw386MGT+Wu6++g79cdx5xQcQXjryYw0qJtF7AnlvD8w8/w0O3PszvL7uffiPGISWh6XfUenqo\n17OAFPbtagWjsSiHi9eimd/zwq1/Zd8zr6Xf4GUAh81znFDkufFSO+u3ZQFkac0vTCGCIiksZika\ngEQjhYFCrxy+QyNUygXygGTOt9P49PkHSdOU9XY8kKHjVvfMoPDyGmF/PaMoJooi4ljT3VOlVEqC\nZayvcqzJkMIhVYJUgjhJ0FHE5B0nALDO9vsyaPhYdBwhZMScj6bw9WefcOIfD2Wl5cew/OjlULFm\n1IjhlMoxEkVvtZup73zChZdcx35XTWmcUAL67F7CGC2SkmlvPs+U689hwvgxfPHlvxk+dBlaWlvY\n9Le/YdPNNuaZZ19m2iefcvTRv2PvXbclaRqIcd309sARR/yRZ59/hdP+dBxy0z+Q9bQz7YWH+GjK\nQ6yx9jrEkWbA6JU4/4Df0m/ZwfT2dDF8+HIsmb+QNE2pNDchlUQ4QZrWaG4t++utNcKC0BF5mnLU\nCWew8Ybrcc9DT7PVNltRnnQA1loWzp3NbSftydF/uYTKhM1QUUTa3QEiApf7cPbwLFnnaCppalkA\nk0IvX2Q0SRlMXov1E+7pe0/ehdYxI1aayBsPXMcyo8ex4R5HUGnp3zdWDeShQtxgbCP7FSEll+7z\nX1q8D737KJag6W20146SjhhQinnz7Y+55/p72OA3a7Pt/rtQqpQx1nLzRTcwacsNWXPSWpR0jJCQ\nBdtTHKjQ0COhFCmeeOBp3n/jQ3Y950GU7LPpNFlKtacaLmLhmdWHdhcLAmcb+tmfp7/He0/fwz5n\nXE1cqjROWF+6+u/gh/sKk6dLHejBBTDMiK01jYVbLFBPBukTYCutMNYFMzK/oJ01LPzlez55/gHa\n589i4tZ7s/zam4Swqr7Zb6mcUKv52JMhzYK2qq8wTFrDFM7AoQoBqFRKLPzl39w/+Qj23mMz/vWv\nN+ipZiSVCqOWH89he0/ijrue5pUX76aclzDW0N3TS1QpUa3WiOMEk2f88+Gn+OfTb7HP5NuXakdC\nnx8uhtIKk9a54uBNee6RW1h70rpgLHlHD1/++CNXXXcb8+fP57hjD2fn7bdGlUvkvd3hekHmapTi\n/nz07gecfNYFtLV3suv+hyAn7obKe/n4pccpNffj588/4IdP3+H+u25k/VXH0plmyDTH5DlxuYTC\nG7v3VjOkzRgweCBR7FMmUAmXXnUDnZ3dHLDHtux+0B/Y6bTrGbXiBEDw3rMP8u2bT9G5cDZ7/+Ev\nLDdpOzo6uqilXtDiPQPD7oWjpZLQ3VtvPFMuTFIasazhvYUvR7W7i0cuOo4Dzr8dHZcQwvHNOy/y\nwdP3ssYWu7HmlrujtUJFMXmeE0UxAFkewreFL8Mv3Wft/87ifeT9x8mtQSIbIyLroG3+Qu655h5i\nLdnrmANYZviynvcpvapnwdyFXHvulVxwy0Uezg+RlJVI46cqBhWOoEhK0nrKwTsczin/uAvbOsGX\nJ86R1mqe4JDlYVRU9Lzh71E4GThvT+PTA+HTFx9j1rfT2fHYyf7hlD6N3lqDExKb52EBOh8KhXfd\nKEzXBQSBvefGeNTZefEBQXSPaxBHPOgVrn+DYQWdi+Yx7aVHmP3NNFbfYhdW2Wh7dFxu0DgF3k3Q\nmjpKl/pKceHDzHx0i6O1JPjk7ZeZev9VnHPmEey33x5093ZQa7fMmbuACaNHIvOc7Q48jqnPPcSS\nJUuwOPoNGoQTgrh1AEJGCCJuv/02jj/hzxx8xJF09l+Z5eUvuKiJtpbxDF9lQxJpEErR276Iq47Y\njhdfncJaKw7l9Tc/4OprbqJSKXPyKSey/noTARuydWtLgYkWrUsgE6rdi8jzlJenvMENt9/Lex99\nynaHncyqOxyKEIKyckx/cwov3XEFp5z6J7ZYdyX+PXsxy46dwJojEzrau8A68jRFFfprYOiwgTz2\n5HM8/tQLPPzPWzjl1LP4ZE6NLY+/mET6VuDGP+7J+acdTWvsOPkvl3Pv/f/khYUDyWtVGjdgqVcc\nKUxWBxkQ6KKd4H9WeMLlWKF568EbGTBsNKttuhPQp79Oq718+Ow/+XHaVDbd7zjGrbMx4CNUlFLk\nwTCieAIu2/e/tHgffPdRCqcMgFpPlSfueZwvPvqc3/3hYDbeaC0W9tSWfma9u4Zz3H31nay42ops\ntPXGOAQDyzF142jSiq7MkgcPH+G8/9WdV95CWh7Hb/b2oV9prRfnhGfFhHIWF3qG4sQQNKiQOI8c\n6yDBevnOy4grLWy4xxH4U9WX3taGsLDiRHbOW60GtNMEeZcL7hhSCKzJg8RwKd+pcCIqJUGqBhBW\nzJhNMG4XUpL2djL9lSf49v1XGT9pKyZutSelptZgvF6I7gn9kUQrEdLkMmqLZ3PP5KNZd/XlOPbo\nfVlrzbURcYXOOQtZcdyK1Lo6iZQfR2yy8wE88+AttPZrQTg/W1ZNZeLWgYDA2SrOZHz20Vfce//D\n/DJ7PisuP5Kerh5efP1dRm2wI+uvNoZOkzBm5DJcfdGFHLzX1rz11russsoE/nTiMYxfafnGM+Kc\nAeerGes0UhiELOFcjjMORU49M7jubtKeKm9++AlH/+kvTNpoI4YOaGH4b3ZDDV+Fnz57l/enPMz8\nn76l1NKf9nkz2WWP3Tlwl41oaW5mrVVGMXdJjaw3p6lc4uNp0/nb32/klqv/ho41hx57CivscDRr\n/nYbnHO8/9yjfP/6I3zwzJ2QlDn1jPNY0tbJ6P0vQJocYxu7Z/EvnHOUIm+FiyAwMX01UlQ/UimE\ny1iyaCHPXnsW+593u++9HYjCUcOBVIKuRXN59d6rMXnOZr87iQFDR/k84MCsE3itwN/2Xuu/t3jB\nlw5vPf8mzz7wNNvssS1b7rIlUilKkaasJZmxdKd5SF/z8Sjtizv428l/5eI7LkUpRf9yTEfVy8Mi\nKZEI8gA8WeH496dfcdPld3LoVc8iXEae5cHHuM9MrsGzdvQhdeEU1LFnGenYE0SUlDxw0R9Z9bfb\ns9IGW3uEMSwov4gL4XWYL5scS9+eXCxEk3tRt88bMg2OdcH4Lhaed8DoC772gJqgryWXmLzOV289\nz/TXnmDkymuy3GrrM3L8RPoNGoJUXuEkXQC4pKKcRNx15sEcuPNvOOLQfVE2J41jZv3USZmMcqJJ\ntKaUJPRUa+x2yLG8/tQ9CCmwOchIgZaopnIQbghsWvPBYPUcb3nqkfCffpnLFdfeijUZc+Yv5oef\nfqGrs5tDD92f4485lGHDhyGjUqiAMmytioyTUJ1Yb/GCV2iZ3hrGpTQNWAYhNZ2zf0EqjckNX/8w\nk88//5Kff5nJrXfdz+/+dA7Na+5AOfLe1nGc0LFoLm8/dhffffQG1a4O+g0Zyl6/O5S/Hr0JH02f\nxXF/OJObr76I4cOHcs31N/HUm9M5+LIHSbSgp1rn2sM246VHb2LVCRPI61Wq1ZSNdzqIPf44GTly\nTU95dEux6cLircSSWlbE1NAHXobnQWqFFpYpt17KmDUmseJ6mzcWrD+ZPYGosNPRUvLzV5/w2n3X\nMmqVtZm0++E+KD08ZepXLN5fPSpKtObLz77m3mvvZvkJK3DuP86nudWHIxULNVYK6wRjBpSY31Wl\nJ/NlQf9B/Vlvk/V47alX2HHv7elODRYoLpcR/jSUwoMSY1YYTvvCeQj8whNF8HBQX1lnA8URGumA\nFMIEH9Slgr+QBwYcu5x4MQ9ccCxxqYXRq67T+DkNEkixGQjP8rHWEMcxJs/DXM4SJ4EkEL57AGbD\nTuspgTJwnBtcVdcHioVbjxACHZeZuPWerLn17vzyxYfMm/EFn730KD0dixkyehzDx6/OciuvwdCx\nE5CR4KsP3qJ70RwO2f9AlnTV6V7SiSo1U+9YzMjRQ4m19mSDSDEwaWqALSLyRAZwnpSfG4yt+xkp\ngIr8g2vhuxk/8eHHn/PhZ5/zzbffI6VknTVX45CD92WLrTdnmUH9/bWpVTH1OqqppdGz2ayOiCsI\nl3u5bpohsjpRpFAuwuR1hMwpNZUw9QynNGtNXIXVVx6HtZYxo0Zy0RVXcMa1q7EoHkcc+Vl8c/8h\nbHfEaWx/1JnUenuY8+9p3HXlmaQ9bXz40pP89a8nMXjUEGbOmskNdzzEcbe9SqR8S/P5k7ew07ab\nMma50VgLykkq5RKnHH8Yjzx+M2ufcJOfgCwl6BEBUEoNgU4b98k3CQs3eJe1LZzHolk/sOWhf278\nPxdO8MLPOaxnMmMYsfKaHHDBbXz+2tM8MPlI1tlhf1bfdOcG4+8/ff3qxXvNuVfT1dnFkWccy8ix\nI3Gh5wWfltaTZtRzQ2sSoyQs25wA0FnPaavm7Lj/Lpx/3DmsstZqjBw7Ah1OXOO8D3RRpgoBee6Q\nMqIvvb4PaqdgTQmv/nEu1DWi2OW8okdr797oUwcVKi6xx6lX8NR1ZzNnxhdssMshoXdVjd7WBX2n\nw/NP8yzrI6uHcl01jOf8xpBnaVBc+RtlXGERSiMZUARzO5bqjfselIgJG/yWldbbjP4tJWYvaKN7\nwS/U5nzNtFeeZPZ3F5OUykSlMuX+Q2jvaIPUMqic0N65iKGD+qF1jNaSJIkxIgcde//gWOGwiMj3\nzLIUg3CImqGjo5OPP5rOR198y4cfTGP2nHksP3ok668zkX123YGLzzmVOFBGVbkSWv5gc6oizyfO\nq0hd8jELJvf3IYlDtEiOi5QH93Kw1V5kpMidQThJrB21rm6v2pKC/ffehcVL2rjo+N9x9uknscLY\nkbzcOYry4FHE0nslJ+UKYyduyBqb7cgtV1zKKpM2Z+TYFRk2uIn33v6R5tZ+DBqyDGDpqtZ559mH\nmfr8fURa4mxKLnPilhYO3G8XLrv2VtZaNIPm0RNo7+hCCNU4XYvDSCod6I9LVdXhOcvSGlNuPJ9N\n9z2mgR4Xyqb/8QpSRX+/PYVzzS13Z+UNt+K9J+7gvsm/Z6tDTmb0hLX+47X4q8vmM648i4mT1g7f\npy++xA+gi56zaOolo/tXEEBnLaWj5h0EZv04k2snX8PZV59D/0H90UqRmZxILu0RBV+//zG3X/8g\nB17xLFp4tYan4InGgnAhisSaQjlkGxdYBLAnKZUwWR2htNdNWu9jNfXRm1k483u2PfJskkpRugQH\nwaKndYUAwgN0MiCCQhQlli+TbZDv5SEkLOBa4ToU46Dw+/gTugjWLnqdlpKgvbvOoKgH2TSQjrpi\nVNLD3KyZcjlh7k/f8/RlJ7DsgBaU0sybv4AVVxjD4IH9fVJ7EatRmH0DTz77MrvuvHWgdIrGg1ft\nrfL1NzOIY816663NpA3WZd0J4xkxfCgYE8YXIGOftaMqFdpnz6fSr5VSSwVRbgZncHkGEqQu0T1n\nNolyIDSi5Mn9mXNE5VCiO4ft7kY3N1HvqREpSa1aR6uIqFwmtxZbT8nSjDemvselV99MqRTz1df/\nZsstN2Ojg05lvhrK4LjGE3ffypyvP2abo87m4ykP8OWbz3Lcmefz+O3XMW6zvdh4t4OoGcETl53M\niiP6c9+Vp9Hb20uSJIhYQA4dPZ3ccsfjvP35j6x94F9Q0pFlfc6oBZuwKJH/91IRzvHcTecxdo0N\nWOW3O4c1EVokIRrAbANMLRY2kCQJtVoVAB3FdMyfyUt3/p2k0sTnbzz7X0Kb33vcs6jCw+Fzhfrm\nVYUZu1/MPlfHWsvI1jK9maG96n2bPv9wOo/e+QjnXjOZOIl9+SxEY2uz1vDx61N56sEX2e38h9EK\n8noaWDB9ukcbHrI+4gMBRAIRpHQDBg4iS+uNP+vRYr/RfPvRG7z72K1sccipDB27MoW4Ow8jomLs\n5E942Sh/ILB1wo32ma3/M2umD6zyyGSjTwpCCa1lw6CueK/D9z1x3kldNSM65/LNF5/RMftHpj7z\nIMcetAeHH7AXAwb0R0rJz7/Mpqfa48dcxoDwVE9VjhBScsxJk7n52otwtYL8bnAYkuYWxo9bjiiO\n0HiKoUlTiLUXtjsNWpOndZLmJqjntC9qo7u3hxHLj0aWSwhd8u8VDiET8vaF5F3dROUSed0iypqs\nXiMa0B8deTM829mObG4i60qJyhrjwPb0ooOziAkJ81JJ5s+dj0FQz3Juufs+Hn38GSauvSbTpn1O\nKY6otPbHVQYxftkK73zyFR0L5rDSyiuz76WPoqXgk1ee5NMp9/HRM7dSr2XEiUJFmtylmMzP8Dvb\nO9lgm4M47e6Xae/JMXgjwbReo9jII1XYKfWtJykEUx+9BWtzNt7veCQiGED4XVsqETZUHebCECcJ\nvb1V4jjyraFcuk0TaK347qO3uXfyUf+dnnfp8Y9WCiWgluWN0GdnvZPF4EpCZy0lX2pzGNZaoqQk\nHbWctTdch/mz53Hdhddx8oWneAvNEAQlnCDW8OyjrzBivV3Q0perUayxxpE75x1hg3sl+JIU6wUE\nSOGF3EKSJCU629soVSqNndPZIusHll9zY4aMGseUGyaz0gZbsvqWe5DowpMqDz9fNzakvr7VYo0X\n6EupUFp4tUuDOFJMAfs0z8Wpiyjyj7xpndd3ukZynZKKqGUw7b/M4O6zDmXzDddizKCBXPb0P1lp\nxTHkaYbQEU7CKhNX9p+X5958IE1BRehKCZcbmisV1l1pFY8yK8/Q1c0V/2Wsd1k0JsV19WBxiEzg\ntESpHOEikn5NuDRDNJUZUF6GaFE7olLuO8RVjM2rIHKsitD9W3DWEQ1oIm/vJmppRljT2ABlcxMI\niS6VIIpQLkeUIt8SKU2cRNh6nSwztLQ0hZTAKmedehxjlx/ONdffzT57bc/KK67AsIFD6O5YwIL2\nKuusPJrvfpnHQ49PwbxzO7P6rc6r917DXbdfT2d3D81KYbAemFIO6QRoTf9+/dlg7TWofv0ScoVt\n0TICIYicxzmcdY3I1eIlgC/fnsKSOT+y0x//Fog6QQEmRLD29fP+cjkhzfyc2hhDksR+w27wBUIo\nWWi/xq27yX+8Fn/14pUhva+15AfM9ZCOZkKYknWOShRRiiI6aymxUt6EK6h/KpFiUVcNGUVsvcu2\nzJk5lwduvZ/9j9rfP/Bhbvvyky+zpKPOzjvuh3MCJUErjZE22HIarFkqjLjRZzic9WgnUjYSB6q9\nvZSbmgNbSuJy07h4zQOXZY/Truath/7BlH+cw5aH/pmk0kySJCF3t/h7BypnA3ySAaW2XoJYrFBH\nSCHsu9u+3A7SROnfp5UMvycR0kvdBvRrwhjL07ddwfSXHuHayyaz1167UOvspru9nc62DkqlBBXH\nqJZmbJ5CWsOXH847MWqFTBJIPESaG8/jds4b/sVxjOnpBWuwrookwpXLiNwgk2IxelKCq6Y4CdIY\n8mqNJInD9RaADx13WYaKYlSswVhcWgdjEXHsR0eEjZbAE67VsDlom+GUwEmNtH7WnqapJzIIiOMI\nK2voSHPDzXfx0mtv89ADVzF6uVEsmLsIqo7myjhvPFir8txLb/D+R5/x3Tdf8fOsVzjnxEPYYo2x\nVLs6sRhcaqGkGt8nchIJ7L37Vvz9/lfZ6eQdibT0ucPhxhWMs6Vfs/49jc9fe5I9T7vapxD6nxje\n28gQpNAYKK1DcoZpOExG4XAAHxLgEwxVI0nzP3n96sWrhMQKR3c9Iwp+wxIXRNh+/lXLc+Z3GSpJ\niTyY083vqlLPEyqxYviAJn5a3Ek5ijjsDwdzyRmX8cZzr7PxtptRjiSit4d7rr+Pvc+/13sbE9Q3\nzgWHPdUY7fiNoc9Td2mVkXTOG92FC1Lv7SEpN4XvaXECnPGotFSazQ48iW/fe4knLv8TWx9+BoNG\njg3RJL73laIP+i+O06J8z8P4wPO9i5yigrHjrxKEvheBdAZjBVIXAJhCJzG13DL1ibvp/OFT3nr5\nMcaNGYWpVhEmZ+DAgeRpim5uxuUpeVsbwjqyuneEKFfKfhOLdGDwh4dIgSqVsZ6NT23hYu/8kftf\nlxNLNRWUKxGm1oNSmlo1Q1dA92/F5TkChdIKOWAAea2OTiJMvU518RLiivaElsBA817HhrRaJakk\n2FqKiGOk8ha3BAdNk9bDfRBYq6nXetESenttABBzOtraOfkvf2O5MSO4777LiZMSnZ1djBg1gjmz\n55KKGpFQtAxoZqcdt2CPXbejddAAADJTo7PaiQ4ApIwFpD78TehiVg8bTFqTeRfexNiBgvk9DhPC\n6KIoom6XgqCB9vmzeP2fV7PbyVeg4xLGWLT2yqMiLaHw1S6XSvRmFkmOUJrMGiSOWr2Gcwlp6rN4\ndVBl+eLxv+hh5XCUo5hy5BUW+VKeVrpgFi01746UphxFRFLSlWbUcktP7hi/TH+0llRKinMuPYWX\nHn+Brh9/YFT/hM4lbURJmaFjxmOd/4rOBVaV6DttpRR9pazoW0gNsgZevqdCQoIKNjeFNawLDCu/\nyjxAMX6DrdjmyLN55e4r+OLNKcF3yNHH3wgDdSnDLlswqwJoF3off8J64/XixBGN8kripGqoloSU\naO1zjj5743k+ePwWrrv8XFYYv6K3VkkzpIpxQqISHxCtWvuh+7X6k0/0qbhk7FsGZzLAFFA2treO\nyA21ap0086diZsDKiPbunGqaeQOBuIxRGl3yckvrMpxwZF3diMhzplWscXmKywzWCVS5BFV/+jvr\nEHEExlDSCpdloDXOQlar+o0gikBYyHM/984NQhhKiQJriZRDKsu0L75g78P+yN57b80FFx6PTjTV\nrEZXj6C32sMyw4ZSdXVKAwTG5n6GDZAZMpGTZnWszMmVRTeXfFWnBWiByx1WOogEywwcCHmNfvli\n6jVvTWSDNU7B1sM5aj2dPHfjZLY58myfKYVvdYy1qICxCGeJI4XE0ZOaxrNa7e2hVu0lS3NirRDY\nIEhxZGkKOEyWe/PC//D168tmAdUspSkOLotCeJM5KchMH0lCaUU1TdHSJ8o3JwmZMaS5QUnBvJ4y\nQsZ01AXzeps49JwrOfGIA1hhtTXJ61ValhnlebxFByn68k9tETrtXOPi+CyfEG3iHDpwhq3JsdKD\nREklxhnv3pcF07BCfJ3bvCGub112NLudciVv3Hc1c76dzm8P+pPXuRajKr/qfSlNAUwFVUjwmSpi\nMArFkHPORz4GZNkhQmaRDH5Vgsdv+BttX73Jnbf+nbVWHkvathBdbiFq7ecRfekXouvoxNkcm+Xo\nSjN5ZxdREpGndXSpCSKN1EmDcGAzi6ZZiaQAACAASURBVMlyUJpScxO1LKXfkCGYekbr0IG0zVlE\n3Fyi1tENqaG1X9lb1w4cADjoraHLZZyOsKbuGVSZpdbdS3t7F00DSgjlRyESCVEMxmG1b6NUKUFY\ni81SbzgjQEQRqlnh0jq2t04u/CxYSEWe1bjlvsd44umXufH6ySw3ZhhgSMoxbd0p5bKi3JSwaOFi\nlOzH/LZeStrS0tIPUzPopoTZc3+mpSlBSIgrCS5z0BT7zTeQgKS0WOUjS1YevxxPTv2OsautDdZH\n1KT11POZlSJP60y54Vw22PUwlhm9YsBP+kwDc+c3az+V8Jt7c0nT1tFFnuXoOKGlKaant4pMSuQm\nUHStP5Aa7LtfsxZ/7eKNQtykABItG79X0v6fpV9CCNJQdngJoGJQU4lKpEnzJXTWuslsjUHlxfQb\n2EJPVye/fPs1w9famv0n39pYuBA4yEFJVPhX9b2CMmkpUMEEh8WiYZFBFSSk9CcxYSTl/EVTymcJ\n2fB301HElof+meHjJ/Kvy09iyewfG+6Q1lpMAWTg+i65CJ2wUgHE8rNgIX2+sK9KZAPOKmbW5UTz\n1Ufv8MM7U3j31cfYbKMNQCp0qQkZx6CCftUayDKE1tBbp9reRdZT9cwwIC4noIpT35+OhIpEaO90\nGMURpXKJWk+VcnMZMkFLv2bKSYnWEUMQzpLWqyghcHmGSHMEYGu93npGgDOOeq1OHJeo13p82Ztm\n2DQkFijte/HcI9GeWRY2SoJ+NrPIKCLvrSNKXmBvrKOro4OjTjuPr7/+nvvvvpzlRg1Dx34+7qyl\nVC7R0qwolysolVApK7K6pKem6K52UmopsbCnE6RntpVU4t1Ho6DfFhqJRofDB8CQM2L4EHraFgax\niGwYLoBv2V6750rGrDGJ5dfa+H89eaGiKqYUeV/Z293d7Z+9IFrprXspauN0dV7AEgWw1UfB/ufT\nn/9TuHYpjumq1ahm/sOS0JmnBfskEC0AH20iVaOkTSR0pxmlKCbRObH0IdmDmxew+0E7M2SZAcz4\n8PWGIoiCikbheZuFcU+fv5XA97o6Kspj2ZfUJv2fs2bp7FNHlCRhTENjLleghQK/+J2QTNh4e7Y4\n5FReuu0ivnn3JcAvBhtmoSYI90Uoi5VWPjlQFqMlgQ55SUrKRlSMjjx4lSQR0998nicvPZEr/nYW\nMnM+RaCeQ5qRdbb7iJY8QxgLuQ+Hzm2OqNfB5pSaY+JEIrUH6ITS3lUxBElHlQQVRUQlDcLbFMXC\nYZ1i0fwF1HqqwZ5H0jpqGFFSRpYibG8NqilZluFije2teiS4u5euJe309Nbp7q2Td/Yg+zUjAyHG\ntnX4TVaAiGNUVEFoX0qbLPNpflL40V8UIRIf3vbNtz+w80F/YKstfsPll51MuRJ7MFCDsQatoBQl\n1Ixi8eI2arVOkIIBA5qwBQFCQbWnk0pSop5nZHmGExrtNJWogs19myeldyN1wuG0ZNjwwYzS8/BO\nnWERhcfl4yn3oXTEWtvsWzySjeeu+FVhaaS1whhHvV5vuEmmtR5M+H6E5y3PA1gVpgwqLPD/qm/z\nsJaEWp6jlaYUaVpKMbXcUMu92z/Cz2u9/61fCFoKcuvoyQxzumpUIk13MPYq6QzwveGBx/6OkrIM\nHxTx1A0X+QUfekmv1PGWr0t7ExQgWZHU5y+Axdq+RD3naKQ22OAn5PCnq6dRegGCkir0x7LRxwoh\nGDRqHLue+nd++uwdXrz9b3QumkfBVRYB5fU7boi4kH35NRIRTmCJ0hKlBUL7Ra2UQkvBaw/fxo03\nX80+u21LNGigB5tigYsEKAGmDtLgshSX1rBpL9JmJC0lVElD3UdmkMTIKEbknpdNYJqJRCNjH/om\nkzjEmCqWLGlHS+fBp5BWiDWIUgJRQtbdS7VeR2YZKIEwKc4IerpTqpmjs30JWgpkHHl0uVwGpTC5\nxdUNprcKeYY1KbZexZmcKPYhYziDjHzCRXdHJ/+47T6OO/1CbrziL+y+y1YBoPRh1FIJ0F59s6Cj\nk+amZmr1lEFDRlKt9iCkoNzUTKnUQm81pVqtolSCcH7RK+HnrkIKIh0R6QirDFleb2y8LS396Ojw\n2VgN4z8lmfHBa8z66mM2PehP/yPSxD99fTRdnAsOp95S1uIpwk1lj85bY8Oh44sjJQW56ctbdkAp\n0ZTDFOe/sng7ahnLNCXE4WRsWMiEfSiSyrsbBgTO4ciCFaqWgpLWGAtxKLFT4xjSlFPLW1huYH82\n2fw3zJk5i0ga3v/X3X0XKjyIPiCMICIoWFWOONJh0doG4leIDJB+yJ5lWaC60QCovEdU7JFH5xex\nN3TXoVTzI6W43Mw2R57NmDUm8cLNF/DirReycOb3gAg6z6AskpKhrcUQFM92Kk52JAJPB5XCI+b1\nzDB8hQk89fL75EhsvQdH5kEuKdHNFYTS2MxgI4craUgUzofgYDu7MN3d2Fod6jmut4bLPABC0cYI\nD7SpksYZT2qpVXvpP6iFpJwgY+0XVZjHCvzYqjxksMeVpPalugSZ1yn3K+PSKmmtl+GjRtCzoA1X\nrePqdb/4hUPGGpGUsDLMuSUI7ZVWGIvNDAsWLOSCS65nq90OJc1SnnzwOlacMBatNbGKiUoaFQus\ncQFDkESRoq27i7pztHUtomYtaWaQwrB4ySJymqhUyrT1+IWYSkvV1Om1dQ9GWYMuR2T1lExChgFr\n6OrsQFf6I0WYuwLzfvyaD5+5h+2PuxAVCDlLGz0s/bJ4cwkRjAvTMAZS+NO0YeJAaOly09CS2zwH\nAeb/m5fxP16/GrAaM7DCrPYa/Ur+g+Z2VdHKo2sq+FEZa8mto18ppr2aNUK5IqVIjaEcKWLlS+uy\nVuRW05LAv57/mH9cczerrL8R+x24I/+44lYGDBvFSpO2XIqQ4QoEqO/CWX/hXHBczJdCkxuVgI78\njNb4cYZ3iVAY6+WFSnvHfJtnnpIrRLjgMhjXgUMxbp1NGbfupsz69zTeeeQmhBSsu8MBjF51PXAW\nk2X8tEjSWoLURcTabxzOgpNLbShBkmEdDBk5lq5F3xC5lFRpMIZaVy8IhyonRE1ln8NjDSFh2/OI\nkwTX3e3ljHmOrfaimisejAnVjIfhvUsqziErZVytRtJawgqBqQqk9JuwS6sQa2TkT1KXZURNZVRr\nK67WAzhcOUIby8hVVsD01PzoqmlQo7cVUkE58e4W1Rp5bxUd+TKZek69ljJ30RKuufEuPpz2BUce\nvDcvPXU7pbiMJMcoi7SQ2Ryk85udkH7TwYs+FixexJABA8E6SrEjzTJKSQtRVMVaKJX6MXfWT7SO\nGOSR4tgS5QKZSbIsAwOqKSEzdTJrkcYyc85iqsNWYYzyPl9dS+bz4i0XsfOJl4RsJt9gSSGxhNl1\neP58gVgApMaHxRtLnkGtllKpVEhzF/Thaqk2aymGlfGWQ2ap5/r/98UL0FqKSHPDj0u6wgHjP1DL\n4jSGptj/6CFNMUuqPi3eAtL5MprwHusciayjZc5GG67IJTecz4zpX3DzJZez21l38sDkw2kdPIzh\n4yaQpRl9lq99L+cgy3IqlTL1ejAPs8VFLd7jRzJZ5p0RoijxFMjgIWVDRq8xAhVuQhRHZMZ4fbEr\nZGFecDBi/ERGrrQOS+bM4JPnHuSdx25lne33Z+VJW6AEdPdUGTy4ia7ubpARJs98FrAr0OliHihZ\nNHcW+2y1CdVqjutZgmhuweGF2vGAgRBULSbt8RVn5j2thFZEQ4dierp9jx3H/qRD+LFO4wLRAMqw\nBleM2PIM6QzCBp51FJM7L+BAS0gzX24KiSiVvfGABYm3WBWtEbS3oZoq4cTJETqitrATa6tEpQiX\nGb/RdNeZ9tV3/P3aW5k9bz4nHf97Lpl8Kg6LKDlwhswaHwmrZbBQDd8/jMGUd2xj6KCBPgdIgXOS\nzq4qJvM84WX7Vfj6+59o67YsH2lsLSOvmZBe78FVEUmE8M9Qs1JYKZj2+fdst8mhANSrvTx19Zls\nedjp9BsyfCmkBEwwJrTBt3xp5LTAS6Ug5BT5z8hzh8JgnfeXFlJhTR5OcxpAaKAR/MevX71453Wm\ndKeGep5RiiJSYxqOkrk1vmxWmtTAsIqmu54zoKRpq+WUI+XnvPWMFi2JY01bNcU6S24V5UrEZlts\nyPbbbMQbrx1B/Zf32fv0K3n44j9ywOSbae4/iDQLJ2PAE4qIRWsdeVhwJs/JnGlcTBvABxNOW1fM\n5pR3RSxUTH1kGn8hTRgHFB6PhVrE97Peh2jIqBXZ/pjz6Foyn0+ef5CPn7mH9bffh1U32w2HoF9Z\nsrA79/EpLpBKrEGi0JEvI2d/8ylrn7ArSjlscxMIR9RU8XPLapc/dYWn0KEVMmmhiJQTUhNVmnzv\n7jmjuHod292F1IGzXPcbQZamKItP5ls6cqNaBx1Rzw1xk89VdlhkQfqQyjOqhAKRgdK4vO4ll+Um\nz+gq2HF5Rqlf2ZsZpJaoUubVl9/mmn/cSSlJOP6IA9lgnTWI4hJZWsXF1guOMm8FIyKLiCW214VR\nmvAbqBSkuaa5lFDLrZ9VW0dmJS2VMrFW/097bxptV1Wl/f/WWrs559wufSB0AUPokU4ae7EKoQDR\nklIREUtLS1BUwB6wRcEGQQQURUURwR5EBJuyELWQViH0hC4JCQkkN7c5zd57Ne+HufY5F//1/ovU\nGI7xOkbWl9ybc+89Z++95ppzPvOZz6TZULTb4/R6XdI84GxAaeFJF95BWZKmWu5DnqI9OAMTU22e\nXLOWdN4SrLVc8+WPsO8/vZ6td94TZ6NKSz0OlugIVL1Tap0v+X8fOQPaSJqnjYnKLJCmWsgxpYhV\nGAWVlbZVkVjS/b/7bNYm57zr212KquyXiTJjKOKUOBA9Z6MUPjhWT5XMG2nw5LR4O6UUs5tyXgw3\nUrJYG+5ZT6dyaAWtTBhVb3/Xm7jhyq8yumAx//Tvp/HDs96DLXt9xcqa6D8zfC7LisoORO36UwHj\nz4staiFP1C2AWpg0YQYVTpoHak7yoPEifhsZVvKNpM+ekblbcPCbTuFV7/8ST69ZwSWnHs013zyP\nlU9uFINyoX/gaGNESE0pNq5bxca1q9hlu0VQOhmrYRIBNRDvV01MUExuQKWZ9DTH91a1QQd5lEpl\noBJBmZUSdUViThVEMdH7CqzD18aCtAhWvYLedEmvU8YcQYFOouFalM4h6mgFLwQQneZgpHsGrYVX\nHRSuLCl9yc9+9VsOOfI4fvDjn3PmGe/le988l/322k2Q+qrEm3rSgNx4nRk8nm6vIEkG8ZVGynOJ\nlqaF8fEpkQpOciYn26yfmGbjdJtut6QMGUmuWbxoHip4kjSXA0iBaSaEVqyMdHskqcGjWLbsIbbd\nYQlpnvHb75zHwsW7sPNBr5gRF/+1S5zxvRp0G8k+iuhzxGic92RZTpqmfRup68E2XmA92WNThozJ\nfdnENVVWdKqK9e2CIsLdMy+rW/QoqgLrAnMaKRvbFbsuGEZ5z2iekBnDgpGcwgcKH8iShFmNlNE8\npZUaVm5ss75T8LJDDmRiwwZY/Xu22e15PO+IY/nJOR+M6DJ9yZqaAFGXavrGqmowrW5bjJtMqT6/\n1Gjp5FDIYDCtlNR7tYiEiWJg8owcRUW94PrxKegfEtY5WiOzOODod3LMJ79NozXMlZ88gd9+90tM\nja+NZCfxtnVP8I/PPZ03HvtqkiFp+nadaYqNEwTrqDZO0SlKChtIW0OEyovCTEgwyWi8fglXA57g\nS4RVhdhZZuJhFES3upljshzdbKKzHGV0HzHXSpFrTXfdeqafWg9aoXUDZVroZCRuFY/3JSYdRqdD\naJNh8hbKZCgjChrtqWm+9t0rOfjQ47j5jtv4xsVncu45H2LHnbel7aYQcjWUSZegHUoHalklq0RV\nJXhFzffxAXQi851CcDQyxzaLRigIPPnUBpyzKO3I0pzCamxvkm3nj5Elgu6r4EiUwiiF03JvXBYw\n6aBb7OHlj7Ngu+fwwO9+THtiAy/4l7f3MZOZh7isMMN2BwacpAlpmtJoNCKwGtVUlKaoJPLKUhE8\nMEaqGiEINbTmx9f/Ptv1v6rz1h96TitjKNM0Ii0tNbF2maU0M0OaKMaa8tpOC4dpaGilmiwxNIxg\nr7MbKa04EGy6FCCgsI6hvMHrj38Vf/jJpaAUe77slczfbkd++93zRZcq5jAzz6pnhC8+hkyxAUCI\nE4OwRLxw3YnkB0hibdyATpIY+iR9qZvEJPJg4hsLhXAAookwnUeblL0PeS1vPPNSttxhF67+4gf5\n+QUf56lVD6MUNPOEJx99kHWPPchpH3hzf1NhDMooql5Fz5VoHcjj1EGdZQJy9DrYzga0GUabBkol\n8Tqs0CKNlvzU1blUvOZSJHOprOQEVpDnaqIrY0cTQ1FahmaPircJPorUKbzr4F0XbRponYthQ58u\n+vS6tXzuixfz8iOPY3Jqiqt/8lU+/tETWbjlbHywUsdME8bLyf6Y1SA6pPI3tKit+ABZJqW1xMiI\nHAJ0y8Gmdi4wmhvSPGF0KGfL+XPl+oKllekosdQiCTKUzjqPCRqDEnKIDgQV+sjxypVrcday7MZf\ncvgJH+2XGKUFeXD/Zu79+sv6ULfxtHHeCUDHYC9qVXMNSnQf7BLHout8jfpX/oaAVf3Rd5gr0jeV\n83Qr3y/9ZIlhNBWerkFyk0YEr7RR5Imi9JAZHTtxJHQeyhKemOwxmhnmDzfwIXD00Ydw3llf58Un\nyQn50mNO5LqvnsnPL/woh7z1I6R5DlZUIr1X/YFN9eX/dx0aihowkjw5SRKM9hgTKIuCUPO6oqLk\nzN/UppZz1dLBE9/L1MbhPWjJY6IGPgHN0gP+kZ0O+kdW3nM7v/nWOXSnxhmeNYeVD9zFKSf+C3mq\nCMrhlUH5gE4FBdeJIgRLzzvM+Fry5piEzYUF67BWptujIPiopllJPVtEvWKKUVNRtJZ6bNTWUj7g\nq4oqBGynB1oxPNISrjQxnwsW5ytJN1Qm0Y0veXLtOm6+6SZuve1Obr39LjrtKY57wyv5xTUX0mzk\naJPig8WWDm0UNpTkmUINDeOURRtENwsXwTd5aiIlJGdMpxwQcZqponTE7jKhkw6lLRKT8sQTq9lq\ny4UQp9NniQbl6EXiv0lMnMAnRqtjedM7CW1vvfkuHnliitd+7BukjSbO+cgpkD7cuiVQPstfGZdS\nEcfwlGXJ6MgQPgR63V6/IaaylqGWqJBMtTt4bzEm7fMWavUNiIowz3JtsvG2oiEW1tFKDXmW0K0c\nQ9H7VlG42qtAK5NuidRoulYAosoPmtLBMZRqNlipz24/e4hmCqX1uOC56bbHyYdGCGi0kos7/ISP\ncsevf8L3PvE2jjjxE8zbensAnLeS8MeKc00Y19FQ8TIHZqbAmIk5l0Ly0DTLBPiyQijP8pyqKKLA\nALFzKlIzVa0MGGbceIT3DLG26pD5Nh48bLfH/my/5wGsfuAOvnPGv/G6o/+BZfc9zMsPfQsLF8xl\n3312Zd99d+V5ezyXsdERvKlEMcQoMIaenYRKY3yCURrlFXbyKYhASV3ykY4Dj8qEt93rtkmTDB0C\n3joZ/qwQ8oT25A1RzmzNG4UkpR4WHkJJVXawznPXnQ9w8y23cettf+aBB5Yzb+5s9t93Dw48YDfe\n+e9HMzY2jA8VElYGnJOvTSrzick17ekejSxBxsoARsQD6jp55URqRprVhHhqfRD5HDkvyVMJqUdy\nRZ4YqtKy7bwxtC1oNVu02wHXmSZrDpNGFqJpaEIBqgzoloBgBOhOd3nfR77IxMQ0R7z+WJqjcwDi\nFL840sS7KMUrVNu+aUWPGRAapg9RDNELUSMgRguaVlMGk5skIU00oOn2KhFziA35dWSu/y915P9u\nbbLxWu8ZyYUXmsScaSgzZMZEJQ1hUyXxMrMIbNVlJB2He4X4+09OCajiAjQj3psaRdnVfOzUj7PN\n4m0pOxtJG6OgMoJyPPdlR7Bw+1245oIzOOCIN7D0+YeRGGl+rg/GPsAUc9+AF5Q6thT2jS0ynXyU\ndQVHksg0BedkoztrMUYYMeJ5fP+AIG507+mfoHX4HjU7UFFvuW7o3+2AF7P1znvz0iMO53WH7kmF\nZs2ap7j9jnu58fe3c96XvkunU7Drrjuw7967sO8+u7HLzktijTBgdUGwibSa6cFg8GAMbrqIn9FB\nVwzIeosrg4wN1RpfOFQac/hI2WyM5biih6oqVq5dx+1/vpebb7qV2/98N2VZsedzd2W/fffiAye/\nnaXbbyOe3oDXFfiY98d8W6FASY3cBZkAqYOn1UgJTpD7iH3hQ2TA1ViGilpl1EScQVVB0hYRagge\nEu2xXqKjquN5enycobFhXFtRFRWVCzRaDUQFTTaGRiic99y/nFM+8AXe8rbXkDVyGo2E0VYSGwTi\ns4x1/ppTLxc3mJDRv1ZqpVCY6nRnfC97v1cUjIyO4gk0h0YYX/9U/K1k4MhV3Rn37HPeTTbe0diM\nnWhNp3S0MjNQ1tCaiaJiJM9iVUNOJzEOCb2KykrzfhCJmdnNnJXj0ywcbdIpLK1UTv5mA67+1SVc\n8MXvcOm7D+fdF/2IKl9IlqR0fWDBdks49pOXcO2FH2fFvXdw8HHvJclk0HJQph8WK2pk2vQJGs5H\n0ewaVdZ1TS4qK4ZAog3eRulaLUSN2th19MS1wPszPK/iGeFV6BMypP6aZzLz17uK6fYUq6Zh7lBg\nwRbzOOSwF3PoYS8S8MYG7ln2IHf8+X4uuOgKHnzoMWbPHmXfvXdjv313Y++9dqXZEGkZlXroJKAC\nyklNV2OonIjiFfHw8dZR2S46AWUNvakupJoHlj/C7Xfcy+1/vodHHl3FokUL2G+f3Tj4Jfvxgff8\nGyOzGpi0SfDgQhfrO1Fs3kv3UPByjZHn7SMI5ev7ohUEaR9EC2dcTEDjgyDjNR1VK2lQMFqRp5qi\nkqHkrvJkicY6yJI6EZD7naYpatpTuB7eQ9HpEWZpmllL8ABrSbIEUgPa8f0f/ZJvXXYV5573QZbs\ntJh77llOd/JJrOg3xIMYee5OBpnVGmYqeoS6rFj/fD2YDmQGljHx+QdPo9Gk6PVoNBuSA/e12mTV\nUlGbCDZvuobVDXdfSyPRtBLRXkJBqjTTpSXRKpZVoJWlEdHVVJGUXU/+BoHLJbTwdK3DKMgTg1bC\nD2iXjq71DKWGC865hIcfWcvzTvgqrUQS/k63EIkS7/nzL7/P3Tf+gsPf+QlmLdj6GaqMhEGOK40H\nEZGOeWoaP6eztn8znauNUWR9jFLYOLfI1yBELEUxA/mWMScmNmXUnl/FziIZ8yneT3HW0ftw34M/\npecy8syQmcGm1Voa9m1lSRMTz+/AxvEpbr/9Pm697W7uuvNBme6OGAReDGHQWSUH5133PMCeu+80\nM+CrH2b83IGlOy7mwP33Zr/99mDHJYullGPF8NMkRQeNw0kDO9LjqzDiaesaqAaCwqpBf3fdb11L\n4co0RPrRifUKjaeeRBBCDdgMWuS0UlT1yQk0M/k7jUShVMr4eJtMK3wngNPkaUpZVljjaOVSujHR\nWHqu5MOnfxFrHZ/97HtotZo4Ddf98vec/aXrOPb083CmiXcCpRFqTrzcsmcMDCOW/eK5n8V0El9R\nuuhXY4dXt9Nm9qwxKutpthq4qmJqakrukYnc51AfXI4vvvFA/iYaViOZITfiafNEYv3poooPS8cb\nnFJZL+GvlWb2PEvi5g8kCipbkqXSwpYZzXRZSZcOEY/xg9z1pPccxz8d8m/s9dC1VDsdjtGQGkUv\nioLte+jr2XKHXfnZeR/moFe/hSXPe5l4z8RIn6kPEUzS+CgqrmoU0XvKoodJ0v5DqRlj0oObEAgk\nmUzs886J1pbz1HMjVESf0zSGdkkinSkQQ/RaNTLQyFPKOMzs7hU9tlqYUvqKRlJ3XmkpYRlQaIKT\nCEYrxdx5szjkHw/kH//hAFSIcScCBHoruICEeQICee855Ii3cc2PLkRZEUrwSkTildIiV6useC6t\n0TqJ+89ikgxCSUDwB29mgHdaRNb7KGykRlbR8AKKNJFrruIUPvlc4EJKWXZRJqMoi9g9FlBCb6Bw\nMJQJOJUahfUKE8NpBZRWerefmvQ0U0vWbFJ1upAqvLFoq0myhO5kiWsNMdEZZ+7wKA8/spITT/4k\nbzrmCN54zJGABwsqhbuWPcKsLRdT+DRiK3L0uhDBveDiwaNmHPxKWGUojK558gnOge11yGLPbpIo\n8kaTdgynjdFUVSmTB2Oq5YMAcZLvP3vd5k0uFTVi+19NlrAu0EikDJMnKVlsCzMaerbvZvt1O2ne\nl98tq7LPPkli15AxmtQomjUA5gM9lfGpz7yH755zFqqzSroxTINGLvQybTQLdtiF150uk9tv+O6X\nhGVlB0oGARXJANTHHErrGOLEIE5L0b72yiK34/uHTj2WwtmYx0UP+QwAS2nSNKXZyGnkGX3FnCBq\nk40sIW+0eM7eL+DzZ32TtVMJ7dLSrkS4L6BxVkIx56G0Dus9hfW4EIS+qBVBe4Jy0m0UwHlRvLBW\nDsG6Iwti7qg8PljQ4COC7LMKkyq8tngszhc4V+JViacC7QnGEVIPWlhoSkePmNRaXFJxKr3od0s6\nFJ9vfP4eokwMtHu9fv7pQ6C0nso6ejZgI+Nwoif4hPUIm8pDz0Ll6z0HSarZMF1QekvWyhgejY0u\niaVMSvI5CS54srTBD396HW8/6eOcc84HOPa4I+iqUkQTCLgAN/3xDl77qv3lAFE1Qi9LesAHUy5U\npJ/KI9d9qi/Qp2Dm6WAYnI1MDGOkW60oCoZaDQG1okuPuhGiOLkJkfAmG68jMl+UwQUJBY3RjDUy\nlAokKuC8nLhaBVwINBJFouKkv4jOKp1KC54x9Cox4KKSslPhgswwygytVNPKUvY5aH9ef+wrufi9\nr8c/ebt4vSQnS1MSI6h3c2SM734ESwAAIABJREFUo075PEOz5vCjs09iasM6MTQjMjM6ip4rU49n\nFPBKm1RuZPDoGpyIO7Mu0g+0hWS0Zl1r1kaTZ2n0ICqih5InZ3H8aZ6lZGlClsjhULnAq957JmvW\nbODTn7kcozx5ktItwAdDaR1F5ekVFusCnTi5vahk/Ir3XkoeRq7FYdGZw1NC4lAmgPGija4CZBaf\nVdi0xKkKj8PpKoZ+cVRqcFhXUth2BPdK0faKAI1S4PFUBIlSlOyDwol+Vx0eS3+qikL8ChcUPihK\np+lazcZuyWTPMtUrcT4eitD/urCezChKF+jZQOkCndLTKR09C1PdislOD6MCc2e1BE13nqnK0xrL\nyUdzbNpkY7vAa/jMZy/ml//xJz5zzsdYunR7ek6im64XZRPlPOPrN/LnNcOQNNG42D4YR3DGkSVy\ncg1qvrXNOg/KGIxR9IqCPJchA7bsoanQVFJrjxJRY6PD6KRBmhgSo7AeSQuQlNKYZ2+Sm65hFRR5\nkkh+q+SEyeIbqjDotO1Zj3OBoVTLyRJklKFoA0lO6NG4AIkZSF/qaOC5UbTSAQEkNylvPfE4Tv/Y\niVz0wRNYc8/vyRORM3VVEUXX5eTc7/DjeMFr38FVXziVR+68ibKUhvIZzAr6WsnUn1nyrlp7Gjw+\njkypQ3CtxBuLYLr8mySJnKoRyGpkqYzZCB7nKqytKIqCylpMmtIuLBBojs7l6A9+kTv/4yf0Nk7S\nLSvhPIeCgKUoKxltqiA3CmOIIgeBKhqLC0EUPeKkw1CzzJA6b9394vE4FaiUp1JWpikE8W5eSV6p\nYr+xzEeqvWqgcpbKVaCleSFLMooyUHStyMXoupIlVYa6Y8v5QKcMwnpysL4jrDzrAzYeUKWXUpDz\nkib1rBza7dLSqxyljfskxDqvrUizJrkS8KtXljQSCa9zoymcx4aUyck2naLin1/zDhYv3prPfP40\ntliYxQ0f6BYlLgzmU7XbXeaMidEFZQblmiBdRH1vHPeLqjk6Kub1QbCbsnRMTXXwGBpDQ2SNloTV\nqaRkWZ5TVJ6bf/49Hv/tN3jq1h8zv7iPTFs0FR6N9QNP/j+tTTbePJGNaSKwVB8UdQggdikfYDSX\nMZoa3R9cTBxpUqO7NXqbJ4pUexQ+tgsOQi8fpUW07XH44S/hzE+fxLKrL2C8IxtFvKOo74kBwzY7\n783RHzqf26+7gj/84GJ8lBlBR7ZVP1+L3lgNBOz6HNMwKBv4CI6FIDmvMbo/+8d7R5omNBspSonU\njFZSWjJpLkZiS6YmJ6l6XWxlUQqGZ81lwXZL+fYVfyRRgUaa0u5VWCukFx8kZ0qM7h9qtdBcYQUu\ncl742V7OH4IJBE3fgANgg+8DQXLIy3deSYQRtJBtXJxpHJTGK0VIxHM6r1BBCAW2ChS9NsYoOTCQ\n/Nx7AQO7FbE+K0BT5SyThVBHK1tJru1Dv+kDoHReqheV8NKtCxROvu5WllQHKq9opDlN42g2m2gN\nSZIxVUhU1LNB8uxQ8vvf/ZG3veUDvO/D7+I1x7wa5T2T03K4tQsRyqucpxMciTK84U2v4i83XC9i\nenFD677Xpb8HakSEwRafkZ5IGtZqZhit6ExP9fvHQaIlax1pYrjtuitY8fDDTDx2B1/6yPv40Rlv\nYPVdNzCv2aY3PfmsbXGTjVc6iGpSdURFvcIFjUf3QavhLCFVhlSZvvJiGmfi1pQwLalnX/enkQm/\nGWL7p9NonUqzvO0xMizQ/ysOfTEPP/QonaceRykwaSonZtQfqrWiWmNzec0Hz0ObhB+d/R6mNjyN\nsxVVVUoUpLQYdF++JqGebl/PEhrUboX3XINUVVHgY39p/TAr57DW0ut1YzmgnxHjMZSVxVYV05Mb\nmRzfgK1KXnXyWfzosu/zxKMrKctC2vWSDKcC0zbQrTyVExWS0kkYWcvgFoWjqERMzzoJV50Xj+yp\nBe/knAxK8AGjFR0HvSAhuAPaZUXpvZBjPDgM7UJohT7IjOJ2t4d3nqLqEXSC1ymlU3Qq6JTSKmiU\nAE+dSsJfHySPrev/iZkx9gVBY3vWCSpLoJUmNBJN6YWh1i4tlZdUqls6elXFVKnoVSlT4+MU1qOR\n+6KNplN4zjrrK1x7zW+44spzOODAfSldha2mmTeiaTVbJCoI2wnJt6337LxkS3prl7PFcC/Wdk2s\nKIjMr1Y6emDdT4Zlf9SkCtW3616k+GbNob7sUaplDxgl4fMuz38FK1au4dNnnsKdf/4x73zvW/jt\nd8/n8rM/zK++dNKztsVNV9KYaMcHITC4J3JoY9gq40cG/E1bkxZig4BRnioKcE10CzZ2BcUsnJJQ\nyQfSqPZI9DYmlAy3JOwpq5Jgcg571eFM3PpdvEoiyhprZ0pF+hzRkBNecPTb2f/IN/Hjz72Hx+++\nneA9Zd0bLMmv0NLq1GZG5FLn6DVpvF/+SVKpNQbZnAKOiZdKsma/I6ZWGKk9X1U5TJKRZk2KXpeR\n2fN43uHHcO7Xfs1QUzHUyMiMieUQadbv2EBhhb1WReNVKFG2MFo8YAh4J6J4IhqusC4eklpTVl7U\nO1383tFvcg/eS2QRc1StNKkWgK9+v2aziYkpQiNPKcqKEHzf8KogoNJ06SmtRAZVPGxs3TWkDEbL\n9EQXApO9Uu6ZC6zvFHQrOyP68aRGU7lA4bzktaWlbWFjZSm9plvJiJvKK1auWsfxb3gfw8NDfO0b\nn2Te/Nk0c82coZTZc+eQJAlT7S4mHSZRDYINDGVNCuc46KD9efDee1m9ri3v7ao4XVI4ApHqHJ/m\noNlFM0D8hd0XvzZZ5Bvo/r5XKjA6OkSeag567QmMbbEDHzv3Z6zcWHHQC/bjom9/lvZTK3nk/vuf\ntS1usvG++8SPYytHp1tQlIH2dFeI31rHMFpFQwr0rKVynsmiYGOvS2k9ncpjgZ5XOJ3hMXSshHXy\nd1RES2NJx1c0M1F7LIoCYvfMUYfvzy1//BNl5en2KkKE89MkFcDE13rKckMX73EA//z+8/ivH1/C\nTVddSnDCoKrKMtY8rXSo1PnNzJCprunWx2uk/Sjk5JXpfClJmtBsteKNjQO6Y55PqFlI8jecsyRp\nRt5osGD7XVm7Zi0bC8kPp4oeZelIFGRJigqS1/lAPxespza4WAMVmr+ASF0LKIUjSDebliHXhQ3x\nsJFN36ssPeuovPx9pTSdomKy06FTejaOT8nwMqMovaLbC3hlmO45OhXYkLFhuqCoPGCoQozMlPDX\nXRjMT04UDOcivhdC4KnpLp3KUcQ90rOOp9pdxrslvcpROM94t6Byjp61THR7TBclG6YnyfGMjo0y\n1e1ROsXNf7yNd/zrhznpPW/inSe9sR99dTpTJAm0WiN0Om1sKY0B7V6b1esm5RABsmZCp1Ow17ae\nBcNOph+GmWWbmZRe+qWiflGpDqnryY/16zUvQKfgPRNTXTrdkjSU7Pb8g3nsgbsBmK48V3z3Wnbd\nYye++J1znrUtbrLxPv+F+/Lx088jhECtcd1X0NAJtUh6IzUyHCwE0hj3t0Xul9Ir2r0uha0kLIt/\nO0+TPvSea/G4qEBRVUx2yqh9pWkmmuc+dymPP7qKsawgSw1ZlqLCgBxABHDqExNgdO58jv7Q+ZSd\nNj/+wqm0N64XtLvbEb5tNKz+eMb6ACGigCqSDnyQ2l8tYRK9tdHSzZMYadiXQ0g9AwAhgmLee6rS\nUpUlaWqYnppmxdRsKV84z4ZuwVQV6BWFSAwR+nKkSsURoqr26mIodb4YgsgQWT/AIbqVi0QJKUOl\n2kTBPkVqjPy8ky0pY1g8QyMtybeVolM6pouKThEIJBidMzndFS63yukWlnavop7S2J9jiwBaPgQq\nB5kRwDNNxAtPFCUTRUHlxItPFRXTZcVEr+jrfE+XFc45yqqiU1k2dHtsnOyRaM1Xz/823/ra9/na\nt8/iJS/ahzSqdlpX0szrtjzL6IjwlqtSIr2l286j1ytRASamHc9Zsi033vwo66Y1+KofyZnY5VXv\nq/5kTFWz9AZpQN+2o/3WSqY1HlQU0oSfpinLbriWolfQygK//+0fefz+5Zx46ltZfuc9z9oWN9l4\n3/bvxxBC4IrLfgbA6NAwRVHQ6fT6olut2BJVOfFmPRuYLiSULl2N5sJorpiVa5qpaP4oBKVs5Ql5\nmjDcaJBqjScBBVmqZPaR1jTznMXbb41bdy8qyfqIsI0CdPWd7NPZIq84TRNeeuy72evlr+bKT53I\nn67+NlW3g4teUgHOVpIGxDKJj6ikiTQ/rWIjQB/WjwCQ93hrabfblIVwjJWKDKz4AANe0O4gxthu\n95i/eDfa40/zu1/8mo09TVAWbVKenmrTc56O9Uz2fGRbKdJIkqmc76O0paMv+JdoIkNpBugXyzj1\n/7vg0UlK5RU9J0BTXxbIaBqNXCb3IcDT+HRJ6VOmJts4V+J8gQ02nkcVhS0Fv3AhcroDxFw3S6IU\nbhwkN97pxZRARVTaYr2jW1pc8FGPzFNayXmtdYJ2a00zy5hqF1x3za94x+tPQgfP1y89my0WzEbm\nNMsBWZcwjYmT/jLN2vWTzJozwqyxFiVCqslSzchoxmGHv5gn77iGLWcptpylINhILKkbV2KfWMQN\ntFbRSKNhG9U32FqUsS6NNlMdRcQEVQ9oFi5eykP3PcSlv1jJT7/3E847/wy2XzCHFx184LO2xU2m\nRy5f8TuqquKtx3+QY9/4Sg497GDWjz9Nc3gEoxXNVPpdK1tQxdLoZGFpl5ZmZvr/N9ZI8QQaie5z\nPbU25EZkMo3R9LodvM6FYaQhUTM8GI6PfOhcHi225B+OPxm8oyx6ksKqpD+icwAcB6y1/Y1vjKHs\ndbnrP69m2Q0/Y/s9D2S/fzqG0bkLZhhk9MTx9+suE4I0aKgIvCmjxetrjY0nuwvSS0ud8z/zTopH\nVzrWmTXrHrmXH37uFJ532Ov51xP+mdF0nFaW0EyFmdQrLaPNBqNNHT2ZlNhUDP1CUP1oSOsEjaDu\nRxx2Alf+9CJqDTgfpBXTGEO3qiWAFCmeNEkIOkVR9amqpYPJnsMXMj7EZFoAxKD6Ob9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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "colors = np.ones((100, 4)) # all white\n", "# increase the alpha values from 0 to 1\n", "colors[50:, -1] = np.linspace(0, 1, 50)\n", "colors[:50, -1] = 0\n", "cmap = mcol.LinearSegmentedColormap.from_list('white', colors, 100)\n", "sp = psy.plot.mapplot('G10010_SIBT1850_v1.1._2013-01-15_circumpolar.nc', \n", " projection='northpole', cmap=cmap,\n", " # mask all values below 0\n", " maskless=0.0,\n", " # do not show the colorbar\n", " cbar=False,\n", " # plot a Natural Earth shaded relief raster on the map\n", " stock_img=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This plot now shows the entire northern hemisphere. We are however only interested in the arctic, so we adapt our\n", "lonlatbox" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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s78RmlBDUkg059l3TRQSQCEoX169tOxTO4CuWkRaa/p4+8jwH+UifCeikUv8I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\n2GOro/n9uT9iXTll7hZb0iMTNpm7GZfN+yPHHH4YE791KttOb+dX5/2OP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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sp.update(lonlatbox=[-180, 180, 60, 90], # lonmin, lonmax, latmin, latmax\n", " # disable the grid\n", " xgrid=False, ygrid=False)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also use the ``clon`` and ``clat`` formatoptions to focus on Greenland. Here, we might also want to change the\n", "projection since the *northpole* projection implies ``clat=0``" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "nbsphinx-thumbnail": { "tooltip": "Visualize data with 2D-coordinates." }, "scrolled": true }, "outputs": [ { "data": { "image/png": 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s75MJQdEviawmE44krpFrQejMU2816aoFSqkI3jOkFLkMzHc8aRzRzdr0XZ/Y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W8+fCvz589n9913J5PJ1Nag2gf+dv4idt1tT4KKqe8LpQqd3QWCIKw92aobXhU8rEoEKWVc6pIO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\n7sfs+QsKgEin5Zo1k8EHxhqstl4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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sp.update(clon='Greenland', clat='Greenland', projection='ortho', lonlatbox=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Despite the beautiness of these plots, there are a few things to notice when it comes to circumpolar plots\n", "\n", "1. Usually, psy-maps interpolates the boundaries for 1D-plots (see the ``interp_bounds`` formatoption), which is\n", " by default disabled for two-dimensional coordinates\n", "2. As stated above, circumpolar grids have two dimensional coordinates. Those coordinates have to be specified in the\n", " ``coordinates`` attribute of the visualized netCDF variable (see the [CF Conventions on Alternative Coordinates](http://cfconventions.org/Data/cf-conventions/cf-conventions-1.7/cf-conventions.html#alternative-coordinates)).\n", " It is important here that the dataset has not been opened using the `xarray.open_dataset` method, since this will\n", " delete the `coordinates` attribute. Instead, use the `psyplot.project.open_dataset` function which also interpretes\n", " the coordinates but does not modify the variable attributes.\n", "3. Unfortunately, the CF-Conventions do not specify the order of the coordinates. So the coordinate attribute could be\n", " 'longitude latitude', 'latitude longitude', 'x y' or 'y x' or anything else. This causes troubles for the\n", " visualization since we do not know always automatically, what is the x- and what is the y-coordinate (except, the\n", " `axis` attribute has been specified). If we cannot tell it, we look whether there is a `lon` in the coordinate name\n", " and if yes, we assume that this is the x-coordinate. If you want to be 100% sure, create the decoder for the\n", " data array by yourself and give the x- and y-names explicitly\n", " \n", " ```python\n", " from psyplot.data import CFDecoder\n", " ds = psy.open_dataset('netcdf-file.nc')\n", " decoder = CFDecoder(x={'x-coordinate-name'}, y={'y-coordinate-name'})\n", " sp = psy.plot.mapplot(fname, decoder=decoder)\n", " ```\n", " For more information, see the [get_x](http://psyplot.readthedocs.io/en/latest/api/psyplot.data.html#psyplot.data.CFDecoder.get_x) and [get_y](http://psyplot.readthedocs.io/en/latest/api/psyplot.data.html#psyplot.data.CFDecoder.get_y) methods of the [CFDecoder](http://psyplot.readthedocs.io/en/latest/api/psyplot.data.html#psyplot.data.CFDecoder) class\n", " \n", "To sum it all up:\n", "1. by default, circumpolar plots are slightly shifted and the last column and row is not visualized (due to\n", " matplotlib)\n", "2. Do not use the `xarray.open_dataset` method, it will delete the `coordinates` attribute from the variable\n", "3. Be aware, that a coordinate listed in the `coordinates` meta attribute that contains a `lon` in the name is\n", " associated with the x-coordinate.\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "psy.close('all')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Note\n", "To highlight the differences between `xarray.open_dataset` and `psyplot.project.open_dataset` just look at the\n", "`Attributes` section of the two variables in the variables below" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Opened by xarray.open_dataset\n", "\n", "array([[-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " ..., \n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.]], dtype=float32)\n", "Coordinates:\n", " lon (y, x) float64 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 ...\n", " lat (y, x) float64 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 ...\n", "Dimensions without coordinates: y, x\n", "Attributes:\n", " standard_name: Sea_Ice_Concentration\n", " long_name: Sea_Ice_Concentration\n", " units: Percent\n", " short_name: concentration\n", "Opened by psyplot.project.open_dataset\n", "\n", "array([[-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " ..., \n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.],\n", " [-1., -1., -1., ..., -1., -1., -1.]], dtype=float32)\n", "Coordinates:\n", " lon (y, x) float64 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 ...\n", " lat (y, x) float64 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 -999.0 ...\n", "Dimensions without coordinates: y, x\n", "Attributes:\n", " standard_name: Sea_Ice_Concentration\n", " long_name: Sea_Ice_Concentration\n", " units: Percent\n", " coordinates: lat lon\n", " short_name: concentration\n" ] } ], "source": [ "import xarray as xr\n", "print('Opened by xarray.open_dataset')\n", "print(xr.open_dataset('G10010_SIBT1850_v1.1._2013-01-15_circumpolar.nc')['seaice_conc'])\n", "print('Opened by psyplot.project.open_dataset')\n", "print(psy.open_dataset('G10010_SIBT1850_v1.1._2013-01-15_circumpolar.nc')['seaice_conc'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "References\n", "--------\n", "* CDO 2015: Climate Data Operators. Available at: http://www.mpimet.mpg.de/cdo\n", "* Walsh, J. E., W. L. Chapman, and F. Fetterer. 2015. Gridded Monthly Sea Ice Extent and Concentration, 1850 Onward,\n", " Version 1. Boulder, Colorado USA. NSIDC: National Snow and Ice Data Center. doi: http://dx.doi.org/10.7265/N5833PZ5.\n", " Accessed 26.09.2017." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.6" }, "supplementary_files": [ "G10010_SIBT1850_v1.1._2013-01-15_circumpolar.nc" ] }, "nbformat": 4, "nbformat_minor": 2 }