From 6cf532788e4acdc5702c91b12d6215b6a374ec16 Mon Sep 17 00:00:00 2001 From: Patrick Date: Wed, 16 Aug 2023 13:05:41 +0200 Subject: [PATCH] use ipykernel everywhere --- notebooks/10minutes/numeric_solvers.ipynb | 6 +- .../advanced/where_are_the_flowlines.ipynb | 880 +----------------- 2 files changed, 39 insertions(+), 847 deletions(-) diff --git a/notebooks/10minutes/numeric_solvers.ipynb b/notebooks/10minutes/numeric_solvers.ipynb index a48e06f8..8a6b9c5d 100644 --- a/notebooks/10minutes/numeric_solvers.ipynb +++ b/notebooks/10minutes/numeric_solvers.ipynb @@ -374,9 +374,9 @@ ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:oggm_dev_new]", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "conda-env-oggm_dev_new-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -388,7 +388,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.6" } }, "nbformat": 4, diff --git a/notebooks/advanced/where_are_the_flowlines.ipynb b/notebooks/advanced/where_are_the_flowlines.ipynb index 57a9db91..f3b34b14 100644 --- a/notebooks/advanced/where_are_the_flowlines.ipynb +++ b/notebooks/advanced/where_are_the_flowlines.ipynb @@ -18,7 +18,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": { "tags": [] }, @@ -36,21 +36,11 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-08-16 11:14:13: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.\n", - "2023-08-16 11:14:13: oggm.cfg: Multiprocessing switched OFF according to the parameter file.\n", - "2023-08-16 11:14:13: oggm.cfg: Multiprocessing: using all available processors (N=8)\n" - ] - } - ], + "outputs": [], "source": [ "cfg.initialize(logging_level='WARNING')" ] @@ -64,41 +54,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-08-16 11:14:15: oggm.workflow: init_glacier_directories from prepro level 3 on 1 glaciers.\n", - "2023-08-16 11:14:15: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers\n" - ] - }, - { - "data": { - "text/plain": [ - "\n", - " RGI id: RGI60-11.00897\n", - " Region: 11: Central Europe\n", - " Subregion: 11-01: Alps \n", - " Name: Hintereisferner\n", - " Glacier type: Glacier\n", - " Terminus type: Land-terminating\n", - " Status: Glacier or ice cap\n", - " Area: 8.036 km2\n", - " Lon, Lat: (10.7584, 46.8003)\n", - " Grid (nx, ny): (279, 234)\n", - " Grid (dx, dy): (50.0, -50.0)" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Where to store the data \n", "cfg.PATHS['working_dir'] = utils.gettempdir(dirname='OGGM-flowlines', reset=True)\n", @@ -134,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": { "tags": [] }, @@ -149,44 +109,22 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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0xBYpIiIiI6LUsWuPC3JqhokUERGREVEKEyh1mHmny7mvIn5aRERERFpiixQREZERyYcM+TosqqnLua8iJlJERERGhF17hsVPi4iIiEhLbJEiIiIyIvnQrXsuX3+hvBKYSBERERkRdu0ZFhMpIiIiI8KHFhsWPy0iIiIiLbFFioiIyIgIyKDUYYyU4PIHGmEiRUREZETYtWdY/LSIiIiItMQWKSIiIiOiFDIohfbdc7qc+ypiIkVERGRE8mGCfB06nHQ591XET4uIiIhIS2yRIiIiMiLs2jMstkgREREZESVMdN40ERMTAx8fH9jZ2cHOzg7+/v7Ytm1bsWU//vhjyGQyzJs3T2V/dnY2RowYgSpVqsDa2hrBwcG4du2aSpk7d+4gJCQEcrkccrkcISEhuHv3rkaxlgYmUkRERKS1atWqYebMmTh8+DAOHz6MN998E927d8epU6dUyv3yyy84ePAgXFxcitQxevRobNq0CbGxsdi3bx/u37+Prl27Ij//yZP/+vbti+TkZMTFxSEuLg7JyckICQkp9ft7EXbtERERGZF8IUO+Dt1zmp7brVs3lfeRkZGIiYlBYmIiGjRoAABIS0vD8OHDsX37dnTp0kWlvEKhwJIlS7Bq1Sq0b98eALB69Wq4urpi165dCAoKQkpKCuLi4pCYmAg/Pz8AwOLFi+Hv74+zZ8/Cw8ND29vVGVukiIiIjEjhGCldNm3l5+cjNjYWDx48gL+/f0E8SiVCQkIwYcIEKbF6WlJSEnJzc9GxY0dpn4uLC7y8vJCQkAAAOHDgAORyuZREAUDz5s0hl8ulMmWFLVJERERGRAgTKHVYnVw8PjcrK0tlv6WlJSwtLYs958SJE/D398ejR49gY2ODTZs2wdPTEwAwa9YsmJmZYeTIkcWem5GRAQsLC1SqVEllv5OTEzIyMqQyjo6ORc51dHSUypQVtRKpr7/+WuOKP/zwQ9ja2mp8HhEREZU9V1dXlfdTp05FREREsWU9PDyQnJyMu3fvYsOGDejfvz/27NmD//77D/Pnz8eRI0cgk2nW0iWEUDmnuPOfLVMW1EqkRo8ejWrVqsHU1FStSq9evYquXbsykSIiIjKwfMiQr8ODhwvPvXr1Kuzs7KT9JbVGAYCFhQVq164NAGjSpAn+/vtvzJ8/H/Xr10dmZiaqV6/+pP78fIwbNw7z5s3DpUuX4OzsjJycHNy5c0elVSozMxMBAQEAAGdnZ9y4caPIdW/evAknJyet71Uf1O7aO3z4cLHNasVhAkVERFQ2lEK3taCUouC/hcsZaEMIgezsbISEhEgDyAsFBQUhJCQEH374IQCgcePGMDc3x86dO9GrVy8AQHp6Ok6ePInZs2cDAPz9/aFQKHDo0CE0a9YMAHDw4EEoFAop2SoraiVSU6dOhY2NjdqVTp48Gfb29loHRURERC+HyZMno3PnznB1dcW9e/cQGxuL+Ph4xMXFoXLlyqhcubJKeXNzczg7O0sz7eRyOQYMGIBx48ahcuXKsLe3x/jx4+Ht7S0lYfXr10enTp0waNAgfPfddwCAwYMHo2vXrmU6Yw/QIJHSxKRJk7QKhoiIiHSj1HGwuabn3rhxAyEhIUhPT4dcLoePjw/i4uLQoUMHteuIjo6GmZkZevXqhf/++w/t2rXD8uXLVYYUrVmzBiNHjpRm9wUHB2PBggUaxVoaZEIIUdZBvIyysrIgl8uhUCi0bvokIqJXgyG+MwqvEfJnH1jYWGhdT879HKxqu47fb2rSePmDf//9F59//jn+/PNPZGZmQqlUqhy/ffu23oIjIiIiKs80TqTef/99nD9/HgMGDICTk1OZTzskIiKiJwy9svmrTuNEat++fdi3bx8aNmxYGvEQERGRDgw9RupVp/GnVa9ePfz333+lEQsRERHRS0XjRGrhwoUICwvDnj178O+//yIrK0tl00RERARkMpnK5uzsXGL59PR09O3bFx4eHjAxMcHo0aOLLTdv3jx4eHjAysoKrq6uGDNmDB49eqRSJi0tDe+//z4qV66MihUrolGjRkhKStIofiIiovJGCR2ftafDYp6vIo279l577TUoFAq8+eabKvsLl2nPz8/XqL4GDRpg165d0vvnrZ6enZ0NBwcHhIWFITo6utgya9aswcSJE7F06VIEBAQgNTUVoaGhACCdc+fOHbRo0QJt27bFtm3b4OjoiPPnz+O1117TKHYiIqLyRkC3ZEgwkdKIxolUv379YGFhgbVr1+plsLmZmdlzW6Ge5u7ujvnz5wMAli5dWmyZAwcOoEWLFujbt690Tp8+fXDo0CGpzKxZs+Dq6oply5ap1E1ERPSyK2xZ0uV8Up/GidTJkydx9OhRva0keu7cObi4uMDS0hJ+fn6YMWMGatasqXV9gYGBWL16tbSM/IULF7B161b0799fKrN582YEBQXh3XffxZ49e/D6669j6NChGDRoUIn1ZmdnIzs7W3qvaTcmERERGR+Nx0g1adIEV69e1cvF/fz8sHLlSmzfvh2LFy9GRkYGAgIC8O+//2pdZ+/evfHll18iMDAQ5ubmqFWrFtq2bYuJEydKZS5cuICYmBjUqVMH27dvx5AhQzBy5EisXLmyxHqjoqIgl8ul7dmnYhMREZUHhbP2dNlIfRq3SI0YMQKjRo3ChAkT4O3tDXNzc5XjPj4+atfVuXNn6bW3tzf8/f1Rq1YtrFixAmPHjtU0NABAfHw8IiMjsXDhQvj5+eGff/7BqFGjULVqVYSHhwMAlEolmjRpghkzZgAAfH19cerUKcTExOCDDz4ott5JkyapxJSVlcVkioiIyh127RmWxonUe++9BwD46KOPpH0ymUzrweZPs7a2hre3N86dO6d1HeHh4QgJCcHAgQMBFCRoDx48wODBgxEWFgYTExNUrVoVnp6eKufVr18fGzZsKLFeS0tLWFpaah0XERERGR+NE6mLFy+WRhwACsYhpaSkoGXLllrX8fDhQ5iYqDZLmpqaQgiBwscKtmjRAmfPnlUpk5qaCjc3N62vS0REVB4odZy1x+UPNKNxIqXPZGP8+PHo1q0bqlevjszMTEyfPh1ZWVnSwPBJkyYhLS1NZexScnIyAOD+/fu4efMmkpOTYWFhIbUwdevWDXPnzoWvr6/UtRceHo7g4GBpaYUxY8YgICAAM2bMQK9evXDo0CF8//33+P777/V2b0RERGWBXXuGpVYitXnzZnTu3LnIeKiSbN26FW3btoWVldVzy127dg19+vTBrVu34ODggObNmyMxMVFK1tLT03HlyhWVc3x9faXXSUlJWLt2Ldzc3HDp0iUAwJQpUyCTyTBlyhSkpaXBwcEB3bp1Q2RkpHRe06ZNsWnTJkyaNAnTpk1DjRo1MG/ePPTr10+t+yMiIiICAJko7O96DlNTU2RkZMDBwUGtSu3s7JCcnKzTMgblXVZWFuRyORQKBezs7Mo6HCIiKscM8Z1ReI3OcYNgbm2hdT25D3KwrdNifr+pSa0WKSEEQkND1R5s/ezjWIiIiMgw2LVnWGolUk8vZqmOfv36MYslIiIio6dWIvX0o1SIiIio/GKLlGFpPGuPiIiIyi8B3ZYweOHAaVLBRIqIiMiIsEXKsPhAHSIiIiItsUWKiIjIiLBFyrCYSBERERkRJlKGpVUitXv3buzevRuZmZlQKpUqx5YuXaqXwIiIiIjKO40TqS+++ALTpk1DkyZNULVqVchkzFyJiIjKC7ZIGZbGidSiRYuwfPlyhISElEY8REREpAMhZBA6JEO6nFveZGVlaXyOpguKa5xI5eTkICAgQNPTiIiIiAzqtdde06jnTCaTITU1VaNnBWucSA0cOBBr165FeHi4pqcSERFRKVNCptOCnLqcWx79/PPPsLe3f2E5IQTeeustjevXOJF69OgRvv/+e+zatQs+Pj4wNzdXOT537lyNgyAiIiL94BipJ9zc3NCqVStUrlxZrfI1a9Yskte8iMaJ1PHjx9GoUSMAwMmTJ1WOceA5ERERlRcXL17UqPyzeY06NE6k/vzzT40vQkRERIbBweaGpdOCnNeuXYNMJsPrr7+ur3iIiIhIB+zaK9mhQ4cQHx9f7DqY2g5N0jiRUiqVmD59Or766ivcv38fAGBra4tx48YhLCwMJiZ8fB8REVFZYYtU8WbMmIEpU6bAw8MDTk5OKsORdBmapHEiFRYWhiVLlmDmzJlo0aIFhBDYv38/IiIi8OjRI0RGRmodDBEREVFpmD9/PpYuXYrQ0FC91qtxIrVixQr88MMPCA4OlvY1bNgQr7/+OoYOHcpEioiIqAwJHbv2jLVFysTEBC1atNB/vZqecPv2bdSrV6/I/nr16uH27dt6CYqIiIi0IwAIocNW1jdQSsaMGYNvv/1W7/Vq3CLVsGFDLFiwAF9//bXK/gULFqBhw4Z6C4yIiIhIX8aPH48uXbqgVq1a8PT0LLJe1MaNG7WqV+NEavbs2ejSpQt27doFf39/yGQyJCQk4OrVq9i6datWQRAREdDRvDcAQCgFIJ7MKNqp/KmsQqKXkBIyyLiyeREjRozAn3/+ibZt26Jy5cp6W/tS40SqdevWSE1NxbfffoszZ85ACIGePXti6NChcHFx0UtQREREpB3O2iveypUrsWHDBnTp0kWv9Wq1jpSLiwsHlRMR6SDIKkRqdSpsgdqRG1tyWQDb/1tlsPiIjI29vT1q1aql93rVSqSOHz8OLy8vmJiY4Pjx488t6+Pjo5fAiIiISHNKIYOMC3IWERERgalTp2LZsmWoWLGi3upVK5Fq1KgRMjIy4OjoiEaNGkEmk0GIouP6ZTIZ8vPz9RYcEdHLrLP7GCDv8e/EvDyIvDwgv6AVSt3WpSCb/myJIo0Uzr7T5Xxj9PXXX+P8+fNwcnKCu7t7kcHmR44c0apetRKpixcvwsHBQXpNRESqOntMLHiRmwcoHydP+Upsu/Z1ySeVoJP9IODxH6UmVlb6CpHoldajR49SqVetRMrNzU16ffnyZQQEBMDMTPXUvLw8JCQkqJQlIiIiw+Jg8+JNnTq1VOrVeLB527ZtkZ6eDkdHR5X9CoUCbdu2ZdceEb1yOtf9TOoP2XZhjvb1OAyRXscpluocF72amEgZlsaJlBCi2LUX/v33X1hbW+slKCIq31rs/Az5yoIHIyQGRZVxNGWjk3cYAECWp8S21Fk619fZeShgZgoAiLu5SOf66NXFweZP2NvbIzU1FVWqVFGrfPXq1fHXX39p1LumdiLVs2dPAAUDykNDQ2FpaSkdy8/Px/HjxxEQEKD2hYmIiIhK0927d7Ft2zbI5XK1yv/7778a96ypnUgVBiGEgK2tLayeGgBpYWGB5s2bY9CgQRpdnIheHs3iJiM7r6DF5FjXWai/6QsAQL2N03Cm5+dlGZrBdfKZAjxeeHxbiu4tcp1fH4FtGQt1rocI4Ky9Z/Xv379U61c7kVq2bBkAwN3dHRMmTNDrGgxERESkHwWJlC5jpDQrHxMTg5iYGFy6dAkA0KBBA3z++efo3LkzcnNzMWXKFGzduhUXLlyAXC5H+/btMXPmTJWnoWRnZ2P8+PFYt24d/vvvP7Rr1w4LFy5EtWrVpDJ37tzByJEjsXnzZgBAcHAwvvnmG7z22mslxqZUKks8pi8aj5H64IMPkJaWhjp16qjsP3fuHMzNzeHu7q6v2IioDLXZPR73ciyRl18wFupY1xkqx1PeLpgBU3PdjCLnGqMg36mQPf6lHHd8ul7q7Fx9dMELc60eMkFULlSrVg0zZ85E7dq1AQArVqxA9+7dcfToUVSrVg1HjhxBeHg4GjZsiDt37mD06NEIDg7G4cOHpTpGjx6N3377DbGxsahcuTLGjRuHrl27IikpCaamBS3hffv2xbVr1xAXFwcAGDx4MEJCQvDbb78Z/qafovG/3tDQUHz00UdFEqmDBw/ihx9+QHx8vL5iI6Iy0GLnZwCA/R3Um32mzDYtzXDKVFDjqVIXnkwIxB37Uuc6O9cYK73edmWezvURPcvQs/a6deum8j4yMhIxMTFITEzEgAEDsHPnTpXj33zzDZo1a4YrV66gevXqUCgUWLJkCVatWoX27dsDAFavXg1XV1fs2rULQUFBSElJQVxcHBITE+Hn5wcAWLx4Mfz9/XH27Fl4eHhofb+6MtH0hKNHj6JFixZF9jdv3hzJycn6iImIiIi0JPSwaSs/Px+xsbF48OAB/P39iy2jUCggk8mkLrmkpCTk5uaiY8eOUhkXFxd4eXkhISEBAHDgwAHI5XIpiQIK8g65XC6VKSsat0jJZDLcu3evyH6FQsE1pIiMwN2Hmq2kfSn0M7gvmoNLQ8aXUkSGFdS0YBA9lEpsT/pCr3V3rj0B2y7O1WudRKUlKytL5b2lpaXKjP2nnThxAv7+/nj06BFsbGywadMmeHp6Fin36NEjTJw4EX379oWdnR0AICMjAxYWFqhUqZJKWScnJ2RkZEhlnl2/EgAcHR2lMmVF40SqZcuWiIqKwrp166R+y/z8fERFRSEwMFDvARJR6fHePBW5eaYqs+4ePSp4/lSt2Bk433uyWvXIcl/udWc6+hd02cnylMDjcVD6SqI61y3oKoWpCWBh/vzCRHqgr649V1dXlf1Tp05FREREsed4eHggOTkZd+/exYYNG9C/f3/s2bNHJZnKzc1F7969oVQqsXDhi2epPrtuZXFrWJa0tqUhaZxIzZ49G61atYKHhwdatmwJAPjrr7+QlZWFP/74Q+8BEhERkQZ07Z97fO7Vq1elViMAJbZGAQXLIBUONm/SpAn+/vtvzJ8/H9999x2AgiSqV69euHjxIv744w+Vep2dnZGTk4M7d+6otEplZmZK61M6Ozvjxo0bRa578+ZNODk5qXVbbdq0wUcffYR3331XZQknXWmcSHl6euL48eNYsGABjh07BisrK3zwwQcYPnw47O3t9RYYEenO85cIAEAFizwceavoTLOcPFPk55k8mXkngAt9w6Tj7itn4dIHn73wOhdHjEOtuQVdVufHjn1B6fKlo/+XQH7BN8f2v/X7LK7OHhMLWqKgn/WmiNSiY4sUHp9rZ2enkvBoVIUQyM7OBvAkiTp37hz+/PNPVK5cWaVs48aNYW5ujp07d6JXr14AgPT0dJw8eRKzZ88GAPj7+0OhUODQoUNo1qwZgIJJbgqFQu3FwBs3boxPP/0UI0aMQK9evTBgwAA0b95cq/t7mkwIY1t6yzCysrIgl8uhUCi0/h+NqDTVXDsDF/oWdM3V3fAlhLLgl6NSKcP5954kSzXWROFiv0nSe/fljx93ImQQSuDygE81um6dmdE4N3GMjtGXrg4tHieVAtiZMEXv9Rc+PgYA4k5E6r1+evkY4juj8Bo1l4fBpGIFretRPnyEC6GRasc6efJkdO7cGa6urrh37x5iY2Mxc+ZMxMXFoW3btnjnnXdw5MgRbNmyRaX1yN7eHhYWFgCATz75BFu2bMHy5cthb2+P8ePH499//1VZ/qBz5864fv261Mo1ePBguLm5abT8QX5+PrZs2YJly5Zh69atqF27Nj766COEhISo3bL1LI1n7QEFXXnvv/8+AgICkJaWBgBYtWoV9u3bp1UQREREpB+FK5vrsmnixo0bCAkJgYeHB9q1a4eDBw8iLi4OHTp0wLVr17B582Zcu3YNjRo1QtWqVaXt6dl20dHR6NGjB3r16oUWLVqgYsWK+O2336QkCgDWrFkDb29vdOzYER07doSPjw9WrVqlUaympqbo3r07fvnlF6SlpaFv374IDw+Hq6srevToodUQJY1bpDZs2ICQkBD069cPq1atwunTp1GzZk0sXLgQW7ZswdatWzUO4mXEFikqz55tZXqW+8qZj1/JgHwZLn2oWavT89SdHg1Z4W8VAZz9vHy0TnUIfNwyJAR27td/K1ShTg3DIUwK/kbdflS/s/7o5WXIFin3pVN0bpG69NF0o/5+O3ToEJYtW4Z169ZBLpcjNDQU6enpWLNmDT755BPMmaPeOnqAFi1S06dPx6JFi7B48WKYmz+ZgRIQEIAjR45oWh0RERFRqcvMzMRXX30FLy8vtGzZEjdv3kRsbCwuXbqEL774At9//z1+/fVXLFq0SKN6NR5sfvbsWbRq1arIfjs7O9y9e1fT6oioFJiYPr+h+dIHE0vt2qlTVFug6odHAwBkAhAmQMo0w7VQtXuzYIC3LF+gcOhtabRGdWr0OcTjKdjb9bD6OZFOhEwaMK71+UaoWrVqqFWrFj766COEhobCwcGhSJlmzZqhadOmGtWrcSJVtWpV/PPPP0Weqbdv3z7UrFlT0+qISI9q/1gwiPp879LrutJUypdPEqcGE6PRYFJBYgUBnJpZeknVm+1mSl2Mu/aotx6WtoSZCbYfjijVaxCpS5txTs+eb4x2794tLdtUEjs7O/z5558a1atx197HH3+MUaNG4eDBg5DJZLh+/TrWrFmD8ePHY+jQoZpWR0RERFTqXpREaUvjFqlPP/0UCoUCbdu2xaNHj9CqVStYWlpi/PjxGD58eGnESERqMjcv349perYFymfs424/JXBsnu6tU206FSzdYJIv8Mfu0uu+fFpQ0y/YGkXli54W5DQ2N27cwPjx47F7925kZmbi2bl22j7mTuNECih4snNYWBhOnz4NpVIJT09P2NjYaBUAEemPuVnBLwLPXyJwukdE2QajhuNznyRPjYZHw6Tw95gAjixSL7Fq3aVgwT6ZsmADgD92lm4SFdT0C2lM1A49L+JJpCt9PSLG2ISGhuLKlSsIDw9H1apV9fZoGa0SKQCoWLEimjRpopcgiIiIiErTvn378Ndff6FRo0Z6rVetRKpnz55Yvnw57Ozs0LNnz+eWtbGxQYMGDTBkyBDI5XK9BElE6jnebRoAwOe3z19QsvxJXvCkBarJgLlo+mHBI2f+Xlb0kTOtuv8PACDLFdKA8vht+lsLqyRBTQvWhdL3o2SI9M5Iu+d04erqWqQ7Tx/USqTkcrnUBPai5Cg7OxuLFi3C/v37sXnz5ueWjYiIwBdfqC5Y5+TkhIyMjGLLp6enY9y4cUhKSsK5c+cwcuRIzJs3r0i5efPmISYmBleuXEGVKlXwf//3f4iKikKFCkUXKIuKisLkyZMxatSoYusiKu9a7Z4AAMjNN0VOfuEqwKYln1AO+Q6Nhiy/YGwTULBUQnEJVCFZbkG5PVtLP3nq2Hya9JrdePQyYNde8ebNm4eJEyfiu+++K7LygC7USqSWLVtW7OuSnD59Wu11GBo0aIBdu3ZJ759eDv5Z2dnZcHBwQFhYGKKjo4sts2bNGkycOBFLly5FQEAAUlNTERoaCgBFzvn777/x/fffw8fHR61YiYiIyj0ONpdUqlRJZSzUgwcPUKtWLVSsWFFlUXEAuH37tlbX0HqMFABcu3YNMpkMr7/+usp+Dw8PlWfoPDcAMzM4OzurVdbd3R3z588HACxdurTYMgcOHECLFi3Qt29f6Zw+ffrg0KFDKuXu37+Pfv36YfHixZg+fbpa1ycqjyxN8wAAe9v9r4wj0ZzvsII/bo4uVG9geavg/0GWJwzSEgUAHf2/xI7El6+blIgKGKKnSeNESqlUYvr06fjqq69w//59AICtrS3GjRuHsLAwmJiYwNTUFA0bNlSrvnPnzsHFxQWWlpbw8/PDjBkzdFrYMzAwEKtXr8ahQ4fQrFkzXLhwAVu3bkX//v1Vyg0bNgxdunRB+/bt1UqksrOzkZ2dLb3PysrSOkYiIqLSI3u86XK+cXj2u780aJxIhYWFYcmSJZg5cyZatGgBIQT279+PiIgIPHr0CJGRkWrX5efnh5UrV6Ju3bq4ceMGpk+fjoCAAJw6dQqVK1fWNDQAQO/evXHz5k0EBgZCCIG8vDx88sknmDjxyXTo2NhYHDlyBH///bfa9UZFRRUZz0VUHpiZKMs6BLX5jImGSUEDGkzygKMxL26Javn2HMgKx07ll35rVIcWj/+wEgD0ND2ayKDYtVei/Px8bNq0CSkpKZDJZKhfvz66d+8OMzPtO+g0PnPFihX44YcfEBwcLO1r2LAhXn/9dQwdOlSjRKpz587Sa29vb/j7+6NWrVpYsWIFxo4teaDp88THxyMyMhILFy6En58f/vnnH4waNQpVq1ZFeHg4rl69ilGjRmHHjh3FDj4vyaRJk1RiysrKgqurq1YxEumTyUvyW897bDRORGux6KYQ2Lt5gv4DKsnj5Gnn/jDDXZOISt3JkyfRvXt3ZGRkwMPDAwCQmpoKBwcHbN68Gd7e3lrVq3Eidfv2bdSrV6/I/nr16mk9UKuQtbU1vL29ce7cOa3rCA8PR0hICAYOHAigIEF78OABBg8ejLCwMCQlJSEzMxONGzeWzsnPz8fevXuxYMECZGdnFzvg3dLSEpaWllrHRUREZBBskSrWwIED0aBBAxw+fBiVKlUCANy5cwehoaEYPHgwDhw4oFW9GidSDRs2xIIFC/D111+r7F+wYIHa46JKkp2djZSUFJ2eh/Pw4UOYmKg+QtDU1BRCCAgh0K5dO5w4cULl+Icffoh69erhs88+e+6sQaLy5t2ET/B7q5iyDuO5vCYUDCjX9MGeLd+eAwD465fSb41q33oGgIKH3u/ex5YoeskJWcGmy/lG6NixYypJFFAwqy8yMlLtlQaKo3EiNXv2bHTp0gW7du2Cv78/ZDIZEhIScPXqVWzdulWjusaPH49u3bqhevXqyMzMxPTp05GVlSUNDps0aRLS0tKwcuVK6Zzk5GQABbPubt68ieTkZFhYWMDT0xMA0K1bN8ydOxe+vr5S1154eDiCg4NhamoKW1tbeHl5qcRhbW2NypUrF9lPVN6ZyMr3n471w6OR8j/1u/MCe86RXhvqV3m7NjOwe89kA12NiMqKh4cHbty4gQYNGqjsz8zMRO3atbWuV+NEqnXr1khNTcW3336LM2fOQAiBnj17YujQoXBxcdGormvXrqFPnz64desWHBwc0Lx5cyQmJsLNzQ1AwQKcV65cUTnH19dXep2UlIS1a9fCzc0Nly5dAgBMmTIFMpkMU6ZMQVpaGhwcHNCtWzeNxm4RERG9rIQo2HQ53xjNmDEDI0eOREREBJo3bw4ASExMxLRp0zBr1iyV2fh2dnZq1ysTGqyXnpubi44dO+K7775D3bp1NQjf+GRlZUEul0OhUGj0gRPpQ7+DgwAAa/wWl1kM7gsftx4JGWTiyQODZTkymD4qaE8yzQZSvlSvRarF/82R6ti3cby+wy1Wu7ZR2P3nJINci15thvjOKLxGtW++gImV+pOpnqX87xGujZhqdN9vTw/7KVykszAFevq9TCZDfn5+0QpKoFGLlLm5OU6ePKm3JyYTERERGcKff/5ZKvVq3LX3wQcfSOtIEVHZsDLNNch1asXOgDLv8V9quaaQnhAsZBCP/+C9/JGe1nWSybBv4zj91PUcb7Z78rvrD7ZGkTHiYPNitW7dulTq1TiRysnJwQ8//ICdO3eiSZMmsLa2Vjk+d+5cvQVHRMWzMimdRMpj45MH9MoAmFkAZ3sb6BEppTwwo23HWQCAP3dPfEFJopebTDz5m0fb843Zw4cPceXKFeTk5Kjs1/a5uxonUidPnsQbb7wBoGAhq6exy4+IiKiMcR2pYt28eRMffvghtm3bVuxxTcZFPU3jRKq0+hiJSH3WZtkvLqSFCha5ONb1y1Kp+3kC3vsKCT+X3gDztkGzIDRdyIqIjMro0aNx584dJCYmom3btti0aZP0eLqvvvpK63q1f7gMgKtXr0Imk6FatWq6VENEGqpokvPiQmpo9Hs4AMD08fP6LEwN+6do834Fv7xMSumybTrPBgDEb/+sdC5AVB5xjFSx/vjjD/z6669o2rQpTExM4Obmhg4dOsDOzg5RUVHo0qWLVvVq/DdaXl4ewsPDIZfL4e7uDjc3N8jlckyZMgW5uYYZAEtEREQlEHrYjNCDBw/g6OgIALC3t8fNmzcBFDxK7siRI1rXq3GL1PDhw7Fp0ybMnj0b/v7+AIADBw4gIiICt27dwqJFi7QOhoheLDqlIz732qFTHY23FTwGxcJU4FCnGfoISyuF60Yl/Kj/2Xqt35qNPdv0NKOQiF56Hh4eOHv2LNzd3dGoUSN89913cHd3x6JFi1C1alWt69U4kVq3bh1iY2PRuXNnaZ+Pjw+qV6+O3r17M5EiKmW2pv9pdV6LnQXdW0ohQwWzgj8593eYpbe41NX0o4KZvSa5gKmydK7RKvh/gJlxdk8QvRAHmxdr9OjRSE9PBwBMnToVQUFBWLNmDSwsLLB8+XKt69U4kapQoQLc3d2L7Hd3d4eFhYXWgRAREZEeMJEqVr9+/aTXvr6+uHTpEs6cOYPq1aujSpUqWtercSI1bNgwfPnll1i2bBksLS0BANnZ2YiMjMTw4cO1DoSISk+H+DEwNzEFAMS3myO1TjXdNhl/dzZs115hd97BVWP1XnfLHv8DAPy1eYLe6yail1dubi48PDywZcsWeHp6AgAqVqwoLeekC40TqaNHj2L37t2oVq0aGjZsCAA4duwYcnJy0K5dO/Ts2VMqu3HjRp0DJCIiIg1w1l4R5ubmyM7OLpX1LjVOpF577TW88847KvtcXV31FhARPd8jpbnG55jIBJQo+AXSLG4yDnV6MjbKY+M05OcVTOD9p9cU/QT5HLJSGhcV2HMO9v3CligirmxevBEjRmDWrFn44YcfYGam0+pPKjSuadmyZXq7OBFpZk5KEMbX/0Pj87LzzLC33f+KPXa25+eoudaA3Xt6/iXd4v/mAAD2byy9BT2J6OV38OBB7N69Gzt27IC3t3eRR9xp24umv5SMiIiIyh4HmxeruB41fWAiRVTOTTz+f6jw+CHFEV7btaojvt2c5x4XyoJuP/fls3AptPRWAW/64VzNVwF+jsLWKCKiFymtHjUmUkTl0JCkEJg/Hkz0zRs/l/r1Lr4/SXrt/v3jLsA8GUxyTWCSXZBkmeQBssfP9JTlA2cixmh8HZlSz7P1ZDLs/0n/i3kSvcxk0HGMlN4ieTUwkSIiIiKj5+vrW+ysPZlMhgoVKqB27doIDQ1F27ZtNapXrUTK3t4eqampqFKlCj766CPMnz8ftra2Gl2IiF5s4OFQAMAPTVaVWQyXBqs3881zSjQA4PT057dMNRn4eCXzPODQCv20RrV4t+Bhx2yNIioGlz8oVqdOnRATEwNvb280a9YMQggcPnwYx48fR2hoKE6fPo327dtj48aN6N69u9r1qjVcIScnB1lZWQCAFStW4NGjR9rdBREREZUuPrS4WLdu3cK4cePw119/4auvvsLcuXOxd+9ejB8/Hg8ePMCOHTswZcoUfPnllxrVq1aLlL+/P3r06IHGjRtDCIGRI0fCysqq2LJLly7VKAAiKjDwcCh+aLK8rMPQq8aDomHyeN2oQ8v10xoV8N5XHMRBRBr78ccfkZSUVGR/79690bhxYyxevBh9+vTB3LlzNapXrURq9erViI6Oxvnz5yGTyaBQKNgqRaQH/Q8NAACYm+S/dElUYZdeg4nRODWz5O69v5fq/1EwCT+yS4+oRFz+oFgVKlRAQkICateurbI/ISEBFSpUAAAolUrp8XfqUiuRcnJywsyZMwEANWrUwKpVq1C5cmWNLkRERESljyubF2/EiBEYMmQIkpKS0LRpU8hkMhw6dAg//PADJk+eDADYvn07fH19NapX41l7Fy9e1PQUInrK2/uHAQAqmuVgjd+SMo5Gd6dmjoH3uGic+Kpoq5RM6Pc3sn/fr3BgPVujiEhzU6ZMQY0aNbBgwQKsWlUwocfDwwOLFy9G3759AQBDhgzBJ598olG9Wi1/sGfPHsyZMwcpKSmQyWSoX78+JkyYgJYtW2pTHdEro/u+4fg18NuyDkNnHtOiYZpT8Nokp+S/YPX9XD0jnUxEpF/s2itRv3790K9fvxKPlzT++3k0XmR49erVaN++PSpWrIiRI0di+PDhsLKyQrt27bB27VqNAyAiIiI94qy950pKSsLq1auxZs0aHD16VOf6NG6RioyMxOzZszFmzJNm/FGjRmHu3Ln48ssvpeYxIirQee8oAIAJBH5vtaDM4mj0ezgAID/fBHn5BX9D5eWZIi/HFCKv4L3Ik+HygE+lc2rOn4sLo54MFq87o2DtKBPx4vWjSkPimnHwC5mr39XRieiVkJmZid69eyM+Ph6vvfYahBBQKBRo27YtYmNj4eDgoFW9GidSFy5cQLdu3YrsDw4OlgZrEb3q3kkYCgBQChm2tSofXXk5uaYAgNM9Ikos4758FtwXP3lEjMxEhprzCqYCy/IBE5OCvrUzU9VLooQ+H6wHwO8DJlFEL8LB5sUbMWIEsrKycOrUKdSvXx8AcPr0afTv3x8jR47EunXrtKpX40TK1dUVu3fvLjJ9cPfu3XB1ddUqCCIiItITrmxerLi4OOzatUtKogDA09MT3377LTp27Kh1vRonUuPGjcPIkSORnJyMgIAAyGQy7Nu3D8uXL8f8+fO1DoToZTbwcChylQUtPnnCBBsCFpdxREXl5Lz4n/ul0M/0ek1RzHOtdKpPzy1cREaJg82LpVQqYW5uXmS/ubk5lErtZ8Zo/Gvpk08+QWxsLE6cOIHRo0dj1KhROHnyJNavX4+PP/5Y60CIiIjo5RMTEwMfHx/Y2dnBzs4O/v7+2LZtm3RcCIGIiAi4uLjAysoKbdq0walTp1TqyM7OxogRI1ClShVYW1sjODgY165dUylz584dhISEQC6XQy6XIyQkBHfv3lU7zjfffBOjRo3C9evXpX1paWkYM2YM2rVrp93NQ8vlD95++228/fbbWl+U6GUVeaorAOBhvgWyRcFfNtn5ZvihyZqyDOuFaqyJwsV+Uwx+XWGq5/oe/+nXeHC0VP+RGMMPeicqzww9RqpatWqYOXOmNORnxYoV6N69O44ePYoGDRpg9uzZmDt3LpYvX466deti+vTp6NChA86ePQtbW1sAwOjRo/Hbb78hNjYWlStXxrhx49C1a1ckJSXB1LTgF0nfvn1x7do1xMXFAQAGDx6MkJAQ/Pbbb2rFuWDBAnTv3h3u7u5wdXWFTCbDlStX4O3tjdWrV2t200/RKpEiMlbZ6TVxXxQskHQrX4nM/Iq4mV/wD/16biWENfijLMPTmsgtmz4xfXfFFdanNHvyvuGogqTq2HwmVEQADN619+wEtMjISMTExCAxMRGenp6YN28ewsLC0LNnTwAFiZaTkxPWrl2Ljz/+GAqFAkuWLMGqVavQvn17AAVLLbm6umLXrl0ICgpCSkoK4uLikJiYCD8/PwDA4sWL4e/vj7Nnz8LDw+OFcbq6uuLIkSPYuXMnzpw5AyEEPD09pWtqi4kUERERFZGVlaXy3tLS8oXPocvPz8dPP/2EBw8ewN/fHxcvXkRGRobKYG5LS0u0bt0aCQkJ+Pjjj5GUlITc3FyVMi4uLvDy8kJCQgKCgoJw4MAByOVyKYkCgObNm0MulyMhIUGtRKpQhw4d0KFDB7XLvwgTKXrlKTPqQomCgYaWVS+g8NdEZQDq/9Ms3wrXiTIEnzHRMMkreJ28UL+tREImwxtDonF0UUG9DUdFSy1RXhOicfJ/bJUigo5de4UtUs/OxJ86dSoiIiKKPeXEiRPw9/fHo0ePYGNjg02bNsHT0xMJCQkACp7Z+zQnJydcvnwZAJCRkQELCwtUqlSpSJmMjAypjKOjY5HrOjo6SmXUsXv3bkRHR0tPZqlXrx5Gjx6tU6sUEyl65eWKPFhWvVDWYZSKwjWhLg+aYLBrygSQ/E3pJDRJi8fAd1i01J339Bisk/8bA88pBfvLYrFQonJDT117V69ehZ2dnbT7ea1RHh4eSE5Oxt27d7Fhwwb0798fe/bskY7LnpnBK4Qosq9IGM+UKa68OvUUWrBgAcaMGYP/+7//w6hRBQslJyYm4q233sLcuXMxfPhwtep5ltaJVE5ODi5evIhatWrBzIz5GBERkTEpnIWnDgsLC2mweZMmTfD3339j/vz5+OyzgiVVMjIyULVqVal8Zmam1Erl7OyMnJwc3LlzR6VVKjMzEwEBAVKZGzduFLnuzZs3i7R2lSQqKgrR0dEqCdPIkSPRokULREZGGi6RevjwIUaMGIEVK1YAAFJTU1GzZk2MHDkSLi4umDhxolaBEJWVbJGH5/f6v8TyS39hvQafFXTlFXYlHJ9Xuq1BR78tuf7CliiPL6NxNpytUvSKKgfrSAkhkJ2djRo1asDZ2Rk7d+6Er68vgIKGmD179mDWrFkAgMaNG8Pc3Bw7d+5Er169AADp6ek4efIkZs+eDQDw9/eHQqHAoUOH0KxZMwDAwYMHoVAopGTrRbKystCpU6ci+zt27CglfNrQOJGaNGkSjh07hvj4eJWA2rdvj6lTpzKRopdONvLLOoRSc2nIeABAza+/woWR4/RWb4NJ0ZA9/thOzS5/CQsX7qRXmaGXP5g8eTI6d+4MV1dX3Lt3D7GxsYiPj0dcXBxkMhlGjx6NGTNmoE6dOqhTpw5mzJiBihUrSs/mlcvlGDBgAMaNG4fKlSvD3t4e48ePh7e3tzR2qX79+ujUqRMGDRqE7777DkDB8gddu3ZVe6B5cHAwNm3ahAkTVIc6/Prrr8U++k5dGidSv/zyC9avX4/mzZur9Et6enri/PnzWgdCREREL58bN24gJCQE6enpkMvl8PHxQVxcnDQz7tNPP8V///2HoUOH4s6dO/Dz88OOHTukNaQAIDo6GmZmZujVqxf+++8/tGvXDsuXL5fWkAKANWvWYOTIkdLsvuDgYCxYoP6D4OvXr4/IyEjEx8fD398fQMEYqf3792PcuHH4+uuvpbIjR45Uu16ZEEKj3LNixYo4efIkatasCVtbWxw7dgw1a9bEsWPH0KpVKygUCk2qe2llZWVBLpdDoVCo3YdM5dP1NBe4vH79xQVfYjWj50L2+AkI58eNRd0ZBYOyZc9rjHv8V21hGVk+pDpkeSjXM+TqzIzGuYnlNz569RjiO6PwGrUmz4BphQpa15P/6BHOz5hsdN9vNWrUUKucTCbDhQvqT0DSuEWqadOm+P333zFixAjpgsCThbGIiIioDJWDMVLl0cWLF0ulXo0TqaioKHTq1AmnT59GXl4e5s+fj1OnTuHAgQMqUx2JXhb5xvpb4ykXxoyVXteJipZalox1QLbSzPh/pkQlMfQYqZdRYWecuksnPI/GQzIDAgKwf/9+PHz4ELVq1cKOHTvg5OSEAwcOoHHjxjoHRGRo95Sv1sjkc5PGIHVKwWas9P2MPyIyDitXroS3tzesrKxgZWUFHx8frFq1Sqc6tVoAytvbW1r+gIiIiMqZV6BVSVNz585FeHg4hg8fjhYtWkAIgf3792PIkCG4desWxozR7o9LjRMpU1NTpKenF1mq/d9//4WjoyPy8413KjkZpwfCvKxDoMcaDS8YBA/ZkyUMhOlTr00K3p+KesEvPFN+i9ArjGOkivXNN98gJiYGH3zwgbSve/fuaNCgASIiIgyXSJU0yS87OxsWFhZaBUFUlh4q+f9tedBoeDSSF7z4F1m9qdEvLKNk1x4RPSM9Pb3YxTsDAgKQnp6udb1qJ1KF6yvIZDL88MMPsLGxkY7l5+dj7969qFevntaBEBERke442Lx4tWvXxo8//ojJkyer7F+/fj3q1Kmjdb1qJ1LR0Y8fEioEFi1apLJIloWFBdzd3bFo0SKtAyEqK63dU7HnUl0AgL3pQ3i7Xiu23IpzAehfJ8GQob1S1F2NXKnO83xMjPSbgEgd7Nor1hdffIH33nsPe/fuRYsWLSCTybBv3z7s3r0bP/74o9b1qp1IFa6/0LZtW2zcuFHlwYJERERE5dk777yDgwcPIjo6Gr/88guEEPD09MShQ4ek5wBqQ+MxUn/++afWFyMqr1q7pwIA/rjkgb+vuAMAmla/hITLNZGRJ39cyqpsgntFCDV/G+VbqPHnMgeb0yuMXXsla9y4MVavXq3XOrVa/uDatWvYvHkzrly5gpycHJVjc+fO1UtgRGXhTfez0us/LnngTXfVxwREnuoKAAhrsMWgcRkrn7EFQwaOzx0DpZq/jZSWL/4tL5hI0auMXXvFKq1VBzReiXD37t3w8PDAwoUL8dVXX+HPP//EsmXLsHTpUiQnJ2tUV0REBGQymcrm7OxcYvn09HT07dsXHh4eMDExwejRo4stN2/ePHh4eMDKygqurq4YM2YMHj16JB2PiopC06ZNYWtrC0dHR/To0QNnz54tti4iIiJ6+ZXWqgMat0hNmjQJ48aNw7Rp02Bra4sNGzbA0dER/fr1Q6dOnTQOoEGDBti1a5f0/ulB7M/Kzs6Gg4MDwsLCpMHvz1qzZg0mTpyIpUuXIiAgAKmpqQgNDQXwZMD8nj17MGzYMDRt2hR5eXkICwtDx44dcfr0aVhbW2t8D2Scnm6dAoD5Z9ojrMGuEkqTprwmRKNwCa8Gk568fhFhqXxhGdmrtVg9kSq2SKko7VUHNE6kUlJSsG7duoKTzczw33//wcbGBtOmTUP37t3xySefaBaAmdlzW6Ge5u7ujvnz5wMAli5dWmyZAwcOoEWLFujbt690Tp8+fXDo0CGpTFxcnMo5y5Ytg6OjI5KSktCqVSuN4ifjtuJcAO7mVwQAjKrHJEofGkws+IPm1P80X/zObelsXB786YsLmr442SIyVhwjpaq0Vx3QOJGytrZGdnY2AMDFxQXnz59HgwYNAAC3bt3SOIBz587BxcUFlpaW8PPzw4wZM1CzZk2N6ykUGBiI1atX49ChQ2jWrBkuXLiArVu3on///iWeo1AoAAD29vYllsnOzpbuGwCysrK0jpGIiKjUsEVKRWmvOqBxItW8eXPs378fnp6e6NKlC8aNG4cTJ05g48aNaN68uUZ1+fn5YeXKlahbty5u3LiB6dOnIyAgAKdOnULlypU1DQ0A0Lt3b9y8eROBgYEQQiAvLw+ffPIJJk6cWGx5IQTGjh2LwMBAeHl5lVhvVFQUvvjiC61iopfX7TwbjKm/o6zDMCpKHZ7IY2Lx/MGg7itnAgAufVD8v3cienWV1qoDGidSc+fOxf379wEUDBa/f/8+1q9fj9q1a5c4bqkknTt3ll57e3vD398ftWrVwooVKzB27FhNQwMAxMfHIzIyEgsXLoSfnx/++ecfjBo1ClWrVkV4eHiR8sOHD8fx48exb9++59Y7adIklZiysrLg6uqqVYz08lDkc8kDfVN3mYPiXHx/Emr/OB1CWTAISiiBC32frFJsYsYuPSK2SBmWxr/Snu52q1ixIhYuXKi3YKytreHt7Y1z585pXUd4eDhCQkIwcOBAAAUJ2oMHDzB48GCEhYXBxOTJKNQRI0Zg8+bN2Lt3L6pVq/bcei0tLWFpqc6SykRERGWHY6QMS+u/DXNycpCZmQmlUvUvwOrVq2sdTHZ2NlJSUtCyZUut63j48KFKsgQUzAQUQkhTH4UQGDFiBDZt2oT4+HjUqFFD6+sRkWYKu/bqzIzGuYmaDzj/p9cUlfc11kQBAC72mwShlOkcHxGRJjROpFJTUzFgwAAkJKg+c0wIAZlMptGCVuPHj0e3bt1QvXp1ZGZmYvr06cjKypIGhk+aNAlpaWlYuXKldE7hWlX379/HzZs3kZycDAsLC3h6egIAunXrhrlz58LX11fq2gsPD0dwcLA0Un/YsGFYu3Ytfv31V9ja2iIjIwMAIJfLYWXFrhwiInqJsWvPoDROpD788EOYmZlhy5YtqFq1KmQy7f8CvHbtGvr06YNbt27BwcEBzZs3R2JiItzc3AAULMB55coVlXOefh5OUlIS1q5dCzc3N1y6dAkAMGXKFMhkMkyZMgVpaWlwcHBAt27dEBkZKZ0XExMDAGjTpo1K3cuWLZPWnCICAHNZPsJPvA0A+NJ7UxlHYxxSJxe0QtWcp5+nIFzsNwkA4L5yFqDkAlJE7NpT9WweURJte9RkoqSlPktgbW2NpKQknRavMgZZWVmQy+VQKBSws7Mr63CoFM1JCQIAZObYYXbDn8o4mpdfjW++AgAIE+DSsHFlHA2RYRjiO6PwGvWHz4CpZQWt68nPfoSUBZON5vvt6XWjClOepxuBtOlRe5rGLVKenp5arRdFREREBsCuPRUymQzVqlVDaGgounXrBjMzHaYOF0PjdvBZs2bh008/RXx8PP79919kZWWpbETGZnz97RhffzvkZv+VdShGQZgJCDPB1iii0iL0sBmRa9eu4ZNPPsH69evRpUsXrFq1ChYWFmjYsKHKpi2N07L27dsDANq1a6eyX9emMaLyzsb0ESJPdQUAhDXYUsbRvHzcv/8fIANgxbWeiMhwnJ2d8dlnn+Gzzz7Dvn37sGzZMvj5+cHT0xMDBgzAgAEDisz214TGiVRprQxKREREupM93nQ531gFBgYiMDAQM2bMQJ8+fTBkyBC88847z31E3ItonEi1bt1a64sRvcxG1duFhWfbAigYgH4n1xoAcCevInKUZlDkFCydkaM0Rd7j2WOP8s2wu61+ZqcVx33x/4DCtZPyZKXeXVYz+vG9PPWbWpgICHPx5LevTKgck5k+7iewBC71/6xU4yMicIzUcyQkJGDp0qX46aef4OHhgW+//RavvfaaTnWqlUgdP34cXl5eMDExwfHjx59b1sfHR6eAiMqzoR6at8i22T0eABDfbo7e4ihchPLSoEkq+92//1/BC1GQyVz6eLzu13o8yw4ALo4pmqi5f/8/CBPg8sAJOl+LiHTH5Q9UpaenY+XKlVi2bBnu3LmDfv36ISEhAQ0aNNBL/WolUo0aNUJGRgYcHR3RqFEjyGQyFLdqAsdIERERUXni5uYGFxcX9O/fH8HBwTA3N0d+fn6RhiFtG4LUWkfq8uXLqF69OmQyGS5fvvzCgF8FXEeKNNV8+yQkBkWpXb7uz19Kr8XjFiaZiYBMJnC25+cvPN99xSyI/ILzLn/0qYbRPlVPTEFL2qVPdG/dInpVGXIdqQYf676O1KnvjGcdqacHkheuH/Vs6lPq60g9nRy9KokSERHRS8vIuud0cfHixVKtX61EavPmzWpXGBwcrHUwRMYsMSgKPr99LrUuKYUMyscDxWWywgdqPzkme/xHlDqtT8W51P8zuC+bDQBwWzIblwdo1yolzPkbmYheXqXdAKRWItWjRw+V98+OkXp6qXWOkSIq2fFu0wx6vUsfFiRPhQmVptyWzoaMiRTRS4WDzVXNnj0bI0aMgJVVwczqvXv3ws/PD5aWlgCAe/fu4bPPPsPChQu1ql+tFaiUSqW07dixA40aNcK2bdtw9+5dKBQKbN26FW+88Qbi4uK0CoKIiIj0hCubq5g0aRLu3bsnve/atSvS0tKk9w8fPsR3332ndf0aryM1evRoLFq0CIGBgdK+oKAgVKxYEYMHD0ZKSorWwRBR+eG+YhZkZgKXPphY1qEQEWnt2YHlasyx04jGidT58+chl8uL7JfL5bh06ZI+YiIiPbv04adwW/JU997j3niZiQBMnv6lIkPhn6OX+jOBInoZsWvPsDR+uEzTpk0xevRopKenS/syMjIwbtw4NGvWTK/BERERkYbYtWdQGrdILVmyBD179oSbmxuqV68OALhy5Qrq1q2LX375Rd/xEZGeaDtrj4joZffDDz/AxsYGAJCXl4fly5ejSpUqAKAyfkobGidSderUwbFjx7Br1y6cOXMGQgh4enqiffv2KrP3iIiIyPDYtaeqevXqWLx4sfTe2dkZq1atKlJGWxolUnl5eahQoQKSk5PRsWNHdOzYUesLExERUSngQ4tVlPb4bY0SKTMzM7i5uXGtKCIiovKKiZRBaTzYfMqUKZg0aRJu375dGvEQERER6ZVSqcTSpUvRtWtXeHl5wdvbG8HBwVi5cqXOyyFoPEbq66+/xj///AMXFxe4ubnB2tpa5fiRI0d0CoiIiIi0xzFSqoQQCA4OxtatW9GwYUN4e3tDCIGUlBSEhoZi48aNOk2W0ziRevZxMURERFSOsGtPxfLly7F3717s3r0bbdu2VTn2xx9/oEePHli5ciU++OADrerXOJGaOnWqVhciIiIiMrR169Zh8uTJRZIoAHjzzTcxceJErFmzxnCJVKGkpCSkpKRAJpPB09MTvr6+2lZFREREeiITAjIdxv3ocm55dPz4ccyeXfKD2zt37oyvv/5a6/o1TqQyMzPRu3dvxMfH47XXXoMQAgqFAm3btkVsbCwcHBy0DoaIiIh0xK49Fbdv34aTk1OJx52cnHDnzh2t69d41t6IESOQlZWFU6dO4fbt27hz5w5OnjyJrKwsjBw5UutAiIiIiPQtPz8fZmYltxuZmpoiLy9P6/o1TqTi4uIQExOD+vXrS/s8PT3x7bffYtu2bVoHQkRERLornLWny6aJqKgoNG3aFLa2tnB0dESPHj1w9uxZlTL379/H8OHDUa1aNVhZWaF+/fqIiYlRKZOdnY0RI0agSpUqsLa2RnBwMK5du6ZS5s6dOwgJCYFcLodcLkdISAju3r373PiEEAgNDUXPnj2L3T766CPNbvgZGidSSqUS5ubmRfabm5tDqVTqFAwRERHpyMAPLd6zZw+GDRuGxMRE7Ny5E3l5eejYsSMePHgglRkzZgzi4uKwevVqpKSkYMyYMRgxYgR+/fVXqczo0aOxadMmxMbGYt++fbh//z66du2qsgh43759kZycjLi4OMTFxSE5ORkhISHPja9///5wdHSUkq9nN0dHR60HmgOATGi4ElX37t1x9+5drFu3Di4uLgCAtLQ09OvXD5UqVcKmTZu0DuZlkpWVBblcDoVCATs7u7IOh4iIyjFDfGcUXsO3byRMLSpoXU9+ziMcXRumdaw3b96Eo6Mj9uzZg1atWgEAvLy88N577yE8PFwq17hxY7z11lv48ssvoVAo4ODggFWrVuG9994DAFy/fh2urq7YunUrgoKCkJKSAk9PTyQmJsLPzw8AkJiYCH9/f5w5cwYeHh5a37MuNG6RWrBgAe7duwd3d3fUqlULtWvXRo0aNXDv3j188803pREjERERqUlfXXtZWVkqW3Z2tlrXVygUAAB7e3tpX2BgIDZv3oy0tDQIIfDnn38iNTUVQUFBAApWAsjNzVV5hq+Liwu8vLyQkJAAADhw4ADkcrmURAFA8+bNIZfLpTJlQeNZe66urjhy5Ah27tyJM2fOQAgBT09PtG/fvjTiIyIiIk3oadaeq6uryu6pU6ciIiLi+acKgbFjxyIwMBBeXl7S/q+//hqDBg1CtWrVYGZmBhMTE/zwww8IDAwEAGRkZMDCwgKVKlVSqc/JyQkZGRlSGUdHxyLXdHR0lMqUBa3XkerQoQM6dOigz1iIiIhIR/p6RMzVq1dVuvYsLS1feO7w4cNx/Phx7Nu3T2X/119/jcTERGzevBlubm7Yu3cvhg4diqpVqz63IUYIAZlM9iS2p16XVMbQtEqk9uzZgzlz5kgLctavXx8TJkxAy5Yt9R0fERERlQE7OzuNxkiNGDECmzdvxt69e1GtWjVp/3///YfJkydj06ZN6NKlCwDAx8cHycnJmDNnDtq3bw9nZ2fk5OTgzp07Kq1SmZmZCAgIAAA4Ozvjxo0bRa578+bN564TVdo0HiO1evVqtG/fHhUrVsTIkSMxfPhwWFlZoV27dli7dm1pxEhERETqMvCsPSEEhg8fjo0bN+KPP/5AjRo1VI7n5uYiNzcXJiaqKYepqak0279x48YwNzfHzp07pePp6ek4efKklEj5+/tDoVDg0KFDUpmDBw9CoVBIZcqCxi1SkZGRmD17NsaMGSPtGzVqFObOnYsvv/wSffv21WuAREREpBlduvY0NWzYMKxduxa//vorbG1tpfFKcrkcVlZWsLOzQ+vWrTFhwgRYWVnBzc0Ne/bswcqVKzF37lyp7IABAzBu3DhUrlwZ9vb2GD9+PLy9vaWuv/r166NTp04YNGgQvvvuOwDA4MGD0bVr1zKbsQdo0SJ14cIFdOvWrcj+4OBgXLx4US9BERER0cshJiYGCoUCbdq0QdWqVaVt/fr1UpnY2Fg0bdoU/fr1g6enJ2bOnInIyEgMGTJEKhMdHY0ePXqgV69eaNGiBSpWrIjffvsNpqamUpk1a9bA29sbHTt2RMeOHeHj44NVq1YZ9H6fpdWsvd27d6N27doq+3fv3l1khD8REREZmBAFmy7na1T8xeWdnZ2xbNmy55apUKECvvnmm+cupWRvb4/Vq1drFF9p0ziRGjduHEaOHInk5GQEBARAJpNh3759WL58OebPn18aMRIREZGa9DVrj9SjcSL1ySefwNnZGV999RV+/PFHAAX9luvXr0f37t31HiARERFReaXV8gdvv/023n77bX3HQkRERLrS04KcpB6NE6m///4bSqVSZYl2oGAKoqmpKZo0aaK34IiIiEgzMmXBpsv5pD6NZ+0NGzYMV69eLbI/LS0Nw4YN00tQRERERC8DjVukTp8+jTfeeKPIfl9fX5w+fVovQREREZGW2LVnUBq3SFlaWha7RHt6ejrMzLR+dB8RERHpQeGsPV02Up/GiVSHDh0wadIkKBQKad/du3cxefJkPsSYiIiorBWuI6XLRmrTuAnpq6++QqtWreDm5gZfX18AQHJyMpycnMp8dVEiIiIiQ9I4kXr99ddx/PhxrFmzBseOHYOVlRU+/PBD9OnTB+bm5qURIxEREamJC3IallaDmqytrTF48GB9x0JERES64mBzg9J4jBQRERERFeA0OyIiIiPCrj3DYiJFRERkTHSdecdZexph1x4RERGRljROpEJDQ7F37169XDwiIgIymUxlc3Z2LrF8eno6+vbtCw8PD5iYmGD06NHFlps3bx48PDxgZWUFV1dXjBkzBo8ePVIps3DhQtSoUQMVKlRA48aN8ddff+nlnoiIiMoSF+Q0LI0TqXv37qFjx46oU6cOZsyYgbS0NJ0CaNCgAdLT06XtxIkTJZbNzs6Gg4MDwsLC0LBhw2LLrFmzBhMnTsTUqVORkpKCJUuWYP369Zg0aZJUZv369Rg9ejTCwsJw9OhRtGzZEp07d8aVK1d0uhciIqIyJ/Swkdo0TqQ2bNiAtLQ0DB8+HD/99BPc3d3RuXNn/Pzzz8jNzdU4ADMzMzg7O0ubg4NDiWXd3d0xf/58fPDBB5DL5cWWOXDgAFq0aIG+ffvC3d0dHTt2RJ8+fXD48GGpzNy5czFgwAAMHDgQ9evXx7x58+Dq6oqYmBiN4yciIqJXl1ZjpCpXroxRo0bh6NGjOHToEGrXro2QkBC4uLhgzJgxOHfunNp1nTt3Di4uLqhRowZ69+6NCxcuaBOSJDAwEElJSTh06BAA4MKFC9i6dSu6dOkCAMjJyUFSUhI6duyocl7Hjh2RkJBQYr3Z2dnIyspS2YiIiMobdu0Zlk6DzdPT07Fjxw7s2LEDpqameOutt3Dq1Cl4enoiOjr6hef7+flh5cqV2L59OxYvXoyMjAwEBATg33//1Tqm3r1748svv0RgYCDMzc1Rq1YttG3bFhMnTgQA3Lp1C/n5+XByclI5z8nJCRkZGSXWGxUVBblcLm2urq5ax0hERFRqlEL3jdSmcSKVm5uLDRs2oGvXrnBzc8NPP/2EMWPGID09HStWrMCOHTuwatUqTJs27YV1de7cGe+88w68vb3Rvn17/P777wCAFStWaH4nj8XHxyMyMhILFy7EkSNHsHHjRmzZsgVffvmlSjmZTKbyXghRZN/TCh/UXLhdvXpV6xiJiIhKDcdIGZTG60hVrVoVSqUSffr0waFDh9CoUaMiZYKCgvDaa69pHIy1tTW8vb016hp8Vnh4OEJCQjBw4EAAgLe3Nx48eIDBgwcjLCwMVapUgampaZHWp8zMzCKtVE+ztLSEpaWl1nERERGR8dG4RSo6OhrXr1/Ht99+W2wSBQCVKlXCxYsXNQ4mOzsbKSkpqFq1qsbnFnr48CFMTFRvy9TUFEIICCFgYWGBxo0bY+fOnSpldu7ciYCAAK2vS0REVB7IoOMYqbK+gZeMxi1SISEherv4+PHj0a1bN1SvXh2ZmZmYPn06srKy0L9/fwAF3WlpaWlYuXKldE5ycjIA4P79+7h58yaSk5NhYWEBT09PAEC3bt0wd+5c+Pr6ws/PD//88w/Cw8MRHBwMU1NTAMDYsWMREhKCJk2awN/fH99//z2uXLmCIUOG6O3eiIiIygRXNjeoMn1EzLVr19CnTx/cunULDg4OaN68ORITE+Hm5gagYDD7s2s7+fr6Sq+TkpKwdu1auLm54dKlSwCAKVOmQCaTYcqUKUhLS4ODgwO6deuGyMhI6bz33nsP//77L6ZNm4b09HR4eXlh69at0nWJiIiI1CETgqmnNrKysiCXy6FQKGBnZ1fW4RARUTlmiO+MwmsEvhkBM7MKWteTl/cI+/6I4PebmvjQYiIiImOi68w7Nq9ohA8tJiIiItISW6SIiIiMiEwIyHQYtaPLua8iJlJERETGRPl40+V8Uhu79oiIiIi0xBYpIiIiI8KuPcNiIkVERGRMOGvPoJhIERERGROubG5QHCNFREREpCW2SBERERmRwocP63I+qY+JFBERkTFh155BsWuPiIiISEtskSIiIjIiMmXBpsv5pD4mUkRERMaEXXsGxa49IiIiIi2xRYqIiMiYcEFOg2IiRUREZET4iBjDYtceERERkZbYIkVERGRMONjcoJhIERERGRMBQJclDJhHaYSJFBERkRHhGCnD4hgpIiIiIi0xkSIiIjImAk/GSWm1aXa5qKgoNG3aFLa2tnB0dESPHj1w9uzZIuVSUlIQHBwMuVwOW1tbNG/eHFeuXJGOZ2dnY8SIEahSpQqsra0RHByMa9euqdRx584dhISEQC6XQy6XIyQkBHfv3tXiQ9IfJlJERETGRKckSvOB6nv27MGwYcOQmJiInTt3Ii8vDx07dsSDBw+kMufPn0dgYCDq1auH+Ph4HDt2DOHh4ahQoYJUZvTo0di0aRNiY2Oxb98+3L9/H127dkV+fr5Upm/fvkhOTkZcXBzi4uKQnJyMkJAQ3T8zHciEYGeoNrKysiCXy6FQKGBnZ1fW4RARUTlmiO+Mwmu82fAzmJlaal1PXn42/jg2S+tYb968CUdHR+zZswetWrUCAPTu3Rvm5uZYtWpVsecoFAo4ODhg1apVeO+99wAA169fh6urK7Zu3YqgoCCkpKTA09MTiYmJ8PPzAwAkJibC398fZ86cgYeHh5Z3rBu2SBERERkTpR42HSgUCgCAvb19QThKJX7//XfUrVsXQUFBcHR0hJ+fH3755RfpnKSkJOTm5qJjx47SPhcXF3h5eSEhIQEAcODAAcjlcimJAoDmzZtDLpdLZcoCEykiIiIjUjhrT5cNKGjhenrLzs5+4bWFEBg7diwCAwPh5eUFAMjMzMT9+/cxc+ZMdOrUCTt27MDbb7+Nnj17Ys+ePQCAjIwMWFhYoFKlSir1OTk5ISMjQyrj6OhY5JqOjo5SmbLA5Q+IiIioCFdXV5X3U6dORURExHPPGT58OI4fP459+/ZJ+5TKgiau7t27Y8yYMQCARo0aISEhAYsWLULr1q1LrE8IAZlMJr1/+nVJZQyNiRQREZEx0dPK5levXlUZI2Vp+fxxVyNGjMDmzZuxd+9eVKtWTdpfpUoVmJmZwdPTU6V8/fr1pYTL2dkZOTk5uHPnjkqrVGZmJgICAqQyN27cKHLdmzdvwsnJScOb1B927RERERkTPc3as7OzU9lKSqSEEBg+fDg2btyIP/74AzVq1FA5bmFhgaZNmxZZEiE1NRVubm4AgMaNG8Pc3Bw7d+6Ujqenp+PkyZNSIuXv7w+FQoFDhw5JZQ4ePAiFQiGVKQtskSIiIiKtDRs2DGvXrsWvv/4KW1tbabySXC6HlZUVAGDChAl477330KpVK7Rt2xZxcXH47bffEB8fL5UdMGAAxo0bh8qVK8Pe3h7jx4+Ht7c32rdvD6CgBatTp04YNGgQvvvuOwDA4MGD0bVr1zKbsQewRYqIiMi4GHgdqZiYGCgUCrRp0wZVq1aVtvXr10tl3n77bSxatAizZ8+Gt7c3fvjhB2zYsAGBgYFSmejoaPTo0QO9evVCixYtULFiRfz2228wNTWVyqxZswbe3t7o2LEjOnbsCB8fnxKXVDAUriOlJa4jRURE6jLkOlLtPMbpvI7U7rNf8ftNTezaIyIiMiJ8aLFhsWuPiIiISEtskSIiIjImelr+gNTDRIqIiMiYKAUg0yEZUjKR0gS79oiIiIi0xBYpIiIiY8KuPYNiIkVERGRUdEykwERKE+zaIyIiItISW6SIiIiMCbv2DIqJFBERkTFRCujUPcdZexph1x4RERGRltgiRUREZEyEsmDT5XxSGxMpIiIiY8IxUgbFRIqIiMiYcIyUQXGMFBEREZGW2CJFRERkTNi1Z1BMpIiIiIyJgI6JlN4ieSWwa4+IiIhIS2yRIiIiMibs2jOoMm2RioiIgEwmU9mcnZ1LLJ+eno6+ffvCw8MDJiYmGD16dJEybdq0KVKnTCZDly5dpDJ5eXmYMmUKatSoASsrK9SsWRPTpk2DUsm1M4iI6CWnVOq+kdrKvEWqQYMG2LVrl/Te1NS0xLLZ2dlwcHBAWFgYoqOjiy2zceNG5OTkSO///fdfNGzYEO+++660b9asWVi0aBFWrFiBBg0a4PDhw/jwww8hl8sxatQoPdwVERERvQrKPJEyMzN7bivU09zd3TF//nwAwNKlS4stY29vr/I+NjYWFStWVEmkDhw4gO7du0utVO7u7li3bh0OHz6szS0QERGVH+zaM6gyH2x+7tw5uLi4oEaNGujduzcuXLig1/qXLFmC3r17w9raWtoXGBiI3bt3IzU1FQBw7Ngx7Nu3D2+99ZZer01ERGRwhYmULhuprUxbpPz8/LBy5UrUrVsXN27cwPTp0xEQEIBTp06hcuXKOtd/6NAhnDx5EkuWLFHZ/9lnn0GhUKBevXowNTVFfn4+IiMj0adPnxLrys7ORnZ2tvQ+KytL5/iIiIjo5VamiVTnzp2l197e3vD390etWrWwYsUKjB07Vuf6lyxZAi8vLzRr1kxl//r167F69WqsXbsWDRo0QHJyMkaPHg0XFxf079+/2LqioqLwxRdf6BwTERFRqeIjYgyqzLv2nmZtbQ1vb2+cO3dO57oePnyI2NhYDBw4sMixCRMmYOLEiejduze8vb0REhKCMWPGICoqqsT6Jk2aBIVCIW1Xr17VOUYiIiJ9E0Kp80bqK/PB5k/Lzs5GSkoKWrZsqXNdP/74I7Kzs/H+++8XOfbw4UOYmKjmkKamps9d/sDS0hKWlpY6x0VERFSqhNCtVYljpDRSponU+PHj0a1bN1SvXh2ZmZmYPn06srKypO61SZMmIS0tDStXrpTOSU5OBgDcv38fN2/eRHJyMiwsLODp6alS95IlS9CjR49ix1p169YNkZGRqF69Oho0aICjR49i7ty5+Oijj0rvZomIiMjolGkide3aNfTp0we3bt2Cg4MDmjdvjsTERLi5uQEoWIDzypUrKuf4+vpKr5OSkrB27Vq4ubnh0qVL0v7U1FTs27cPO3bsKPa633zzDcLDwzF06FBkZmbCxcUFH3/8MT7//HP93yQREZEhCR3HSLFFSiMyIfiJaSMrKwtyuRwKhQJ2dnZlHQ4REZVjhvjOKLxGO9t+MJNZaF1PnsjB7ntr+P2mpnI12JyIiIjoZVKuBpsTERGRjti1Z1BMpIiIiIyIUCohZNovYcDlDzTDrj0iIiIiLbFFioiIyJiwa8+gmEgREREZE6UAZEykDIVde0RERERaYosUERGRMRECgA4DxtkipREmUkREREZEKAWEDl17XKdbM0ykiIiIjIlQQrcWKS5/oAmOkSIiIiLSElukiIiIjAi79gyLiRQREZExYdeeQTGR0lJhxp6VlVXGkRARUXlX+F1hiNaePOTqtB5nHnL1F8wrgImUlu7duwcAcHV1LeNIiIjoZXHv3j3I5fJSqdvCwgLOzs7Yl7FV57qcnZ1hYWGhh6iMn0ywM1QrSqUS169fh62tLWQymcbnZ2VlwdXVFVevXoWdnV0pRFi2jP3+AN6jseA9Gofyfo9CCNy7dw8uLi4wMSm9eV6PHj1CTk6OzvVYWFigQoUKeojI+LFFSksmJiaoVq2azvXY2dmVy3/0+mLs9wfwHo0F79E4lOd7LK2WqKdVqFCBCZCBcfkDIiIiIi0xkSIiIiLSEhOpMmJpaYmpU6fC0tKyrEMpFcZ+fwDv0VjwHo3Dq3CPVD5xsDkRERGRltgiRURERKQlJlJEREREWmIiRURERKQlJlKl4Pfff4efnx+srKxQpUoV9OzZU+X4lStX0K1bN1hbW6NKlSoYOXJkkQXUTpw4gdatW8PKygqvv/46pk2bVuTRAnv27EHjxo1RoUIF1KxZE4sWLSr1eyuUnZ2NRo0aQSaTITk5WeXYy3x/ly5dwoABA1CjRg1YWVmhVq1amDp1apH4X+Z71MTChQtRo0YNVKhQAY0bN8Zff/1V1iEVERUVhaZNm8LW1haOjo7o0aMHzp49q1JGCIGIiAi4uLjAysoKbdq0walTp1TKZGdnY8SIEahSpQqsra0RHByMa9euqZS5c+cOQkJCIJfLIZfLERISgrt375b2LRYRFRUFmUyG0aNHS/uM4R7T0tLw/vvvo3LlyqhYsSIaNWqEpKQk6bgx3CMZIUF69fPPP4tKlSqJmJgYcfbsWXHmzBnx008/Scfz8vKEl5eXaNu2rThy5IjYuXOncHFxEcOHD5fKKBQK4eTkJHr37i1OnDghNmzYIGxtbcWcOXOkMhcuXBAVK1YUo0aNEqdPnxaLFy8W5ubm4ueffzbIfY4cOVJ07txZABBHjx41mvvbtm2bCA0NFdu3bxfnz58Xv/76q3B0dBTjxo0zmntUV2xsrDA3NxeLFy8Wp0+fFqNGjRLW1tbi8uXLZR2aiqCgILFs2TJx8uRJkZycLLp06SKqV68u7t+/L5WZOXOmsLW1FRs2bBAnTpwQ7733nqhatarIysqSygwZMkS8/vrrYufOneLIkSOibdu2omHDhiIvL08q06lTJ+Hl5SUSEhJEQkKC8PLyEl27djXo/R46dEi4u7sLHx8fMWrUKGn/y36Pt2/fFm5ubiI0NFQcPHhQXLx4UezatUv8888/RnOPZJyYSOlRbm6ueP3118UPP/xQYpmtW7cKExMTkZaWJu1bt26dsLS0FAqFQgghxMKFC4VcLhePHj2SykRFRQkXFxehVCqFEEJ8+umnol69eip1f/zxx6J58+b6vKUS76FevXri1KlTRRIpY7i/Z82ePVvUqFFDem+M91icZs2aiSFDhqjsq1evnpg4cWIZRaSezMxMAUDs2bNHCCGEUqkUzs7OYubMmVKZR48eCblcLhYtWiSEEOLu3bvC3NxcxMbGSmXS0tKEiYmJiIuLE0IIcfr0aQFAJCYmSmUOHDggAIgzZ84Y4tbEvXv3RJ06dcTOnTtF69atpUTKGO7xs88+E4GBgSUeN4Z7JOPErj09OnLkCNLS0mBiYgJfX19UrVoVnTt3Vml6PnDgALy8vODi4iLtCwoKQnZ2ttSEfeDAAbRu3VplPZSgoCBcv34dly5dksp07NhR5fpBQUE4fPgwcnNL78ndN27cwKBBg7Bq1SpUrFixyPGX/f6Ko1AoYG9vL703xnt8Vk5ODpKSkorE17FjRyQkJJRRVOpRKBQAIP3MLl68iIyMDJV7sbS0ROvWraV7SUpKQm5urkoZFxcXeHl5SWUOHDgAuVwOPz8/qUzz5s0hl8sN9pkMGzYMXbp0Qfv27VX2G8M9bt68GU2aNMG7774LR0dH+Pr6YvHixUZ1j2ScmEjp0YULFwAAERERmDJlCrZs2YJKlSqhdevWuH37NgAgIyMDTk5OKudVqlQJFhYWyMjIKLFM4fsXlcnLy8OtW7f0f3MoGJ8QGhqKIUOGoEmTJsWWeZnvrzjnz5/HN998gyFDhkj7jO0ei3Pr1i3k5+cXG19h/OWREAJjx45FYGAgvLy8ADz5vJ93LxkZGbCwsEClSpWeW8bR0bHINR0dHQ3ymcTGxuLIkSOIiooqcswY7vHChQuIiYlBnTp1sH37dgwZMgQjR47EypUrpdgK431e/OX5Hsk4MZFSQ0REBGQy2XO3w4cPQ6lUAgDCwsLwzjvvoHHjxli2bBlkMhl++uknqT6ZTFbkGkIIlf3PlhGPBylrWkaf9/fNN98gKysLkyZNem595e3+APXv8WnXr19Hp06d8O6772LgwIHl/h5LQ3HxlZfYijN8+HAcP34c69atK3JMm3t50c9U3Xp0dfXqVYwaNQqrV69+7gNpX+Z7VCqVeOONNzBjxgz4+vri448/xqBBgxATE6NS7mW+RzJOZmUdwMtg+PDh6N2793PLuLu74969ewAAT09Pab+lpSVq1qyJK1euAACcnZ1x8OBBlXPv3LmD3Nxc6S8tZ2fnIn8ZZWZmAsALy5iZmaFy5cqlcn/Tp09HYmJikUcwNGnSBP369cOKFSvK5f1pco+Frl+/jrZt28Lf3x/ff/+9Srnyeo/6VKVKFZiamhYb37MtAuXFiBEjsHnzZuzduxfVqlWT9js7OwMoaImoWrWqtP/pe3F2dkZOTg7u3Lmj0pqRmZmJgIAAqcyNGzeKXPfmzZul/pkkJSUhMzMTjRs3lvbl5+dj7969WLBggTRL8WW+x6pVq6r87gSA+vXrY8OGDVJswMt9j2SkDDoiy8gpFAphaWmpMtg8JydHODo6iu+++04I8WSg8vXr16UysbGxRQYqv/baayI7O1sqM3PmzCIDlevXr69y/SFDhpTqQOXLly+LEydOSNv27dsFAPHzzz+Lq1evvvT3V+jatWuiTp06onfv3iozfQoZwz2qo1mzZuKTTz5R2Ve/fv1yN9hcqVSKYcOGCRcXF5GamlrscWdnZzFr1ixpX3Z2drGDlNevXy+VuX79erGDlA8ePCiVSUxMNMgg5aysLJV/eydOnBBNmjQR77//vjhx4oRR3GOfPn2KDDYfPXq08Pf3F0IYx8+RjBMTKT0bNWqUeP3118X27dvFmTNnxIABA4Sjo6O4ffu2EOLJ1Pl27dqJI0eOiF27dolq1aqpTJ2/e/eucHJyEn369BEnTpwQGzduFHZ2dsVOnR8zZow4ffq0WLJkicGnzl+8eLHE5Q9e1vtLS0sTtWvXFm+++aa4du2aSE9PlzZjuUd1FS5/sGTJEnH69GkxevRoYW1tLS5dulTWoan45JNPhFwuF/Hx8So/r4cPH0plZs6cKeRyudi4caM4ceKE6NOnT7HT5qtVqyZ27doljhw5It58881ip837+PiIAwcOiAMHDghvb+8ymzb/9Kw9IV7+ezx06JAwMzMTkZGR4ty5c2LNmjWiYsWKYvXq1UZzj2ScmEjpWU5Ojhg3bpxwdHQUtra2on379uLkyZMqZS5fviy6dOkirKyshL29vRg+fLjKNHkhhDh+/Lho2bKlsLS0FM7OziIiIkJqySgUHx8vfH19hYWFhXB3dxcxMTGlfn9PKy6REuLlvr9ly5YJAMVuxnKPmvj222+Fm5ubsLCwEG+88Ya0pEB5UtLPa9myZVIZpVIppk6dKpydnYWlpaVo1aqVOHHihEo9//33nxg+fLiwt7cXVlZWomvXruLKlSsqZf7991/Rr18/YWtrK2xtbUW/fv3EnTt3DHCXRT2bSBnDPf7222/Cy8tLWFpainr16onvv/9e5bgx3CMZH5kQzyy1TERERERq4aw9IiIiIi0xkSIiIiLSEhMpIiIiIi0xkSIiIiLSEhMpIiIiIi0xkSIiIiLSEhMpIiIiIi0xkSIiIiLSEhMpojIik8nwyy+/AAAuXboEmUyG5OTkMo1JFxkZGejQoQOsra3x2muvGfz6oaGh6NGjR6lew1A/p9DQUMhkMpX/R7QVEREh1TVv3jy9xEdETzCRIioHXF1dkZ6eDi8vL73W6+7ubrAvz+joaKSnpyM5ORmpqakGuebT5s+fj+XLl+utvuISs9L6ORWnU6dOSE9PR+fOnXWqZ/z48UhPT0e1atX0FBkRPc2srAMgMma5ubkwNzd/YTlTU1M4OzsbIKLSc/78eTRu3Bh16tTRa705OTmwsLB4YTm5XK7X6xbHkD8nS0tLvVzLxsYGNjY2MDU11UNURPQstkjRS+nmzZtwdnbGjBkzpH0HDx6EhYUFduzYUeJ5165dQ+/evWFvbw9ra2s0adIEBw8elI7HxMSgVq1asLCwgIeHB1atWqVy/pUrV9C9e3fY2NjAzs4OvXr1wo0bN6TjERERaNSoEZYuXYqaNWvC0tISQgicO3cOrVq1QoUKFeDp6YmdO3eq1Ptsl1F8fDxkMhl2796NJk2aoGLFiggICMDZs2elc86fP4/u3bvDyckJNjY2aNq0KXbt2iUdb9OmDS5fvowxY8ZIXTuFEhIS0KpVK1hZWcHV1RUjR47EgwcPnvuZP++zcXd3x4YNG7By5UrIZDKEhoYWW0dhK88XX3wBR0dH2NnZ4eOPP0ZOTo5K3MOHD8fYsWNRpUoVdOjQAQCwZ88eNGvWDJaWlqhatSomTpyIvLy8InUXEkJg9uzZqFmzJqysrNCwYUP8/PPPKvGcOnUKXbp0gZ2dHWxtbdGyZUucP38eERERWLFiBX799Vfps4uPjy+2a+9FcbVp0wYjR47Ep59+Cnt7ezg7OyMiIuK5n3VxCq/9448/omXLlrCyskLTpk2RmpqKv//+G02aNIGNjQ06deqEmzdvalw/EWmpbJ+ZTKS933//XZibm4u///5b3Lt3T9SuXVuMGjWqxPL37t0TNWvWFC1bthR//fWXOHfunFi/fr1ISEgQQgixceNGYW5uLr799ltx9uxZ8dVXXwlTU1Pxxx9/CCEKnjzv6+srAgMDxeHDh0ViYqJ44403ROvWraVrTJ06VVhbW4ugoCBx5MgRcezYMZGXlye8vLxEmzZtxNGjR8WePXuEr6+vACA2bdokhBDi4sWLAoA4evSoEEKIP//8UwAQfn5+Ij4+Xpw6dUq0bNlSBAQESNdKTk4WixYtEsePHxepqakiLCxMVKhQQVy+fFkIUfCE+2rVqolp06aJ9PR0kZ6eLoQQ4vjx48LGxkZER0eL1NRUsX//fuHr6ytCQ0NL/Oxe9NlkZmaKTp06iV69eon09HRx9+7dYuvp37+/sLGxEe+99544efKk2LJli3BwcBCTJ0+WyrRu3VrY2NiICRMmiDNnzoiUlBRx7do1UbFiRTF06FCRkpIiNm3aJKpUqSKmTp2qUnf37t2l95MnTxb16tUTcXFx4vz582LZsmXC0tJSxMfHCyGEuHbtmrC3txc9e/YUf//9tzh79qxYunSpOHPmjLh3757o1auX6NSpk/TZZWdnF/k5qRNX69athZ2dnYiIiBCpqalixYoVQiaTiR07dpT4eT97L0I8+X+k8J5Onz4tmjdvLt544w3Rpk0bsW/fPnHkyBFRu3ZtMWTIkCJ1urm5iejo6BKvSUTaYSJFL7WhQ4eKunXrin79+gkvLy/x33//lVj2u+++E7a2tuLff/8t9nhAQIAYNGiQyr53331XvPXWW0IIIXbs2CFMTU3FlStXpOOnTp0SAMShQ4eEEAWJlLm5ucjMzJTKbN++XZiamoqrV69K+7Zt26ZWIrVr1y7pnN9//10AeO49enp6im+++UZ6X9yXZ0hIiBg8eLDKvr/++kuYmJiUWPeLPhshhOjevbvo379/ibEJUZAg2NvbiwcPHkj7YmJihI2NjcjPzxdCFCQejRo1Ujlv8uTJwsPDQyiVSmnft99+q3Le08nH/fv3RYUKFaQkudCAAQNEnz59hBBCTJo0SdSoUUPk5OSUGGtJyUzhz0mduFq3bi0CAwNV6mnatKn47LPPnvs5lXTtH374Qdq3bt06AUDs3r1b2hcVFSU8PDyK1MlEiqh0sGuPXmpz5sxBXl4efvzxR6xZswYVKlQosWxycjJ8fX1hb29f7PGUlBS0aNFCZV+LFi2QkpIiHXd1dYWrq6t03NPTE6+99ppUBgDc3Nzg4OCgUm/16tVVBvv6+/urdX8+Pj7S66pVqwIAMjMzAQAPHjzAp59+KsVgY2ODM2fO4MqVK8+tMykpCcuXL5fGztjY2CAoKAhKpRIXL14s9pwXfTaaaNiwISpWrCi99/f3x/3793H16lVpX5MmTYpc39/fX6V7skWLFrh//z6uXbtW5BqnT5/Go0eP0KFDB5X7XLlyJc6fPw+g4P+Hli1bqjWGrSTqxvX0zxEo+FkW/hw19XRdTk5OAABvb2+VfdrWTUSa42BzeqlduHAB169fh1KpxOXLl4t8YT3NysrqhfU9/YUIFIyzKdz39OuSygCAtbV1keMvuk5Jnv6SLzxHqVQCACZMmIDt27djzpw5qF27NqysrPB///d/KuONiqNUKvHxxx9j5MiRRY5Vr169xPOe99now4s+w+KuX1xcwJPP6Pfff8frr7+ucszS0hKAev8/vIi6cT2brMlkMilGTRX3/8Sz+7Stm4g0xxYpemnl5OSgX79+eO+99zB9+nQMGDBAZeD3s3x8fJCcnIzbt28Xe7x+/frYt2+fyr6EhATUr18fQEHr05UrV1RaTk6fPg2FQiGVKU7hedevX5f2HThwQK17fJ6//voLoaGhePvtt+Ht7Q1nZ2dcunRJpYyFhQXy8/NV9r3xxhs4deoUateuXWQraXbciz4bTRw7dgz//fef9D4xMRE2NjbPnZ7v6emJhIQElaQ0ISEBtra2RRKlwvKWlpa4cuVKkXssbFH08fHBX3/9hdzc3GKvWdxnp2tcRGR8mEjRSyssLAwKhQJff/01Pv30U9SvXx8DBgwosXyfPn3g7OyMHj16YP/+/bhw4QI2bNggJTUTJkzA8uXLsWjRIpw7dw5z587Fxo0bMX78eABA+/bt4ePjg379+uHIkSM4dOgQPvjgA7Ru3bpIV9TT2rdvDw8PD3zwwQc4duwY/vrrL4SFhel8/7Vr18bGjRuRnJyMY8eOoW/fvkVaItzd3bF3716kpaXh1q1bAIDPPvsMBw4cwLBhw5CcnIxz585h8+bNGDFiRInXetFno4mcnBwMGDAAp0+fxrZt2zB16lQMHz4cJiYl/zoaOnQorl69ihEjRuDMmTP49ddfMXXqVIwdO7bY82xtbTF+/HiMGTMGK1aswPnz53H06FF8++23WLFiBQBg+PDhyMrKQu/evXH48GGcO3cOq1atkmZGuru74/jx4zh79ixu3bpVbMKlaVxEZHz4L51eSvHx8Zg3bx5WrVoFOzs7mJiYYNWqVdi3bx9iYmKKPadwaQRHR0e89dZb8Pb2xsyZM6X1dXr06IH58+fjf//7Hxo0aIDvvvsOy5YtQ5s2bQA8WYm8UqVKaNWqFdq3b4+aNWti/fr1z43VxMQEmzZtQnZ2Npo1a4aBAwciMjJS588gOjoalSpVQkBAALp164agoCC88cYbKmWmTZuGS5cuoVatWtK4LR8fH+zZswfnzp1Dy5Yt4evri/DwcGkMVnFe9Nlool27dqhTpw5atWqFXr16oVu3bi9cDuD111/H1q1bcejQITRs2BBDhgzBgAEDMGXKlBLP+fLLL/H5558jKioK9evXR1BQEH777TfUqFEDAFC5cmX88ccfuH//Plq3bo3GjRtj8eLFUjfZoEGD4OHhgSZNmsDBwQH79+/XS1xEZFxkorgBHEREpSA0NBR3797V+bEnxenTpw9MTU2xevVqvddtaKXxObm7u2P06NEYPXq03uokIrZIEdFLLi8vD6dPn8aBAwfQoEGDsg5Hb7Zs2QIbGxts2bJFp3pmzJgBGxubF87mJCLtsEWKiAymNFpakpOTERAQgLZt22L16tWoVKmS3uouK5mZmcjKygJQsFTCs7MYNXH79m1pgoWDg4NBHqVD9CphIkVERESkJXbtEREREWmJiRQRERGRlphIEREREWmJiRQRERGRlphIEREREWmJiRQRERGRlphIEREREWmJiRQRERGRlphIEREREWnp/wF57PB2suJpBQAAAABJRU5ErkJggg==\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "topo_ext = topo.where(mask==1)\n", "topo_ext.plot();" @@ -194,20 +132,11 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "lon, lat: 10.802746863388563 46.818900914354266\n", - "google link: https://www.google.com/maps/place/46.818900914354266,10.802746863388563\n" - ] - } - ], + "outputs": [], "source": [ "# Get the terminus\n", "terminus = topo_ext.where(topo_ext==topo_ext.min(), drop=True)\n", @@ -226,20 +155,11 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "lon, lat: 10.802746863955196 46.818901155282155\n", - "google link: https://www.google.com/maps/place/46.818901155282155,10.802746863955196\n" - ] - } - ], + "outputs": [], "source": [ "# Get the centerlines\n", "cls = gdir.read_pickle('centerlines')\n", @@ -268,20 +188,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "lon, lat: 10.802746777546085 46.818796056851475\n", - "google link: https://www.google.com/maps/place/46.818796056851475,10.802746777546085\n" - ] - } - ], + "outputs": [], "source": [ "# Get the flowlines\n", "cls = gdir.read_pickle('inversion_flowlines')\n", @@ -358,19 +269,11 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2023-08-16 11:14:43: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.\n" - ] - } - ], + "outputs": [], "source": [ "# as we work with Centerlines, we need to set the evolution_model to 'FluxBase'\n", "cfg.PARAMS['evolution_model'] = 'FluxBased'\n", @@ -389,656 +292,11 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.Dataset>\n",
-       "Dimensions:              (dis_along_flowline: 117, time: 101)\n",
-       "Coordinates:\n",
-       "  * dis_along_flowline   (dis_along_flowline) float64 0.0 100.0 ... 1.16e+04\n",
-       "  * time                 (time) float64 0.0 1.0 2.0 3.0 ... 97.0 98.0 99.0 100.0\n",
-       "Data variables: (12/13)\n",
-       "    point_lons           (dis_along_flowline) float64 10.75 10.75 ... 10.85\n",
-       "    point_lats           (dis_along_flowline) float64 46.8 46.8 ... 46.84 46.84\n",
-       "    bed_h                (dis_along_flowline) float64 3.389e+03 ... 2.149e+03\n",
-       "    volume_m3            (time, dis_along_flowline) float64 3.146e+06 ... 0.0\n",
-       "    volume_bsl_m3        (time, dis_along_flowline) float64 0.0 0.0 ... 0.0 0.0\n",
-       "    volume_bwl_m3        (time, dis_along_flowline) float64 0.0 0.0 ... 0.0 0.0\n",
-       "    ...                   ...\n",
-       "    thickness_m          (time, dis_along_flowline) float64 40.09 40.34 ... 0.0\n",
-       "    ice_velocity_myr     (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n",
-       "    calving_bucket_m3    (time) float64 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
-       "    flux_divergence_myr  (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n",
-       "    climatic_mb_myr      (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n",
-       "    dhdt_myr             (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n",
-       "Attributes:\n",
-       "    class:                MixedBedFlowline\n",
-       "    map_dx:               50.0\n",
-       "    dx:                   2.0\n",
-       "    description:          OGGM model output\n",
-       "    oggm_version:         1.5.4.dev76+g9bb22dc\n",
-       "    calendar:             365-day no leap\n",
-       "    creation_date:        2023-08-16 09:14:43\n",
-       "    water_level:          0\n",
-       "    glen_a:               1.1675577993615376e-23\n",
-       "    fs:                   0\n",
-       "    mb_model_class:       MultipleFlowlineMassBalance\n",
-       "    mb_model_hemisphere:  nh
" - ], - "text/plain": [ - "\n", - "Dimensions: (dis_along_flowline: 117, time: 101)\n", - "Coordinates:\n", - " * dis_along_flowline (dis_along_flowline) float64 0.0 100.0 ... 1.16e+04\n", - " * time (time) float64 0.0 1.0 2.0 3.0 ... 97.0 98.0 99.0 100.0\n", - "Data variables: (12/13)\n", - " point_lons (dis_along_flowline) float64 10.75 10.75 ... 10.85\n", - " point_lats (dis_along_flowline) float64 46.8 46.8 ... 46.84 46.84\n", - " bed_h (dis_along_flowline) float64 3.389e+03 ... 2.149e+03\n", - " volume_m3 (time, dis_along_flowline) float64 3.146e+06 ... 0.0\n", - " volume_bsl_m3 (time, dis_along_flowline) float64 0.0 0.0 ... 0.0 0.0\n", - " volume_bwl_m3 (time, dis_along_flowline) float64 0.0 0.0 ... 0.0 0.0\n", - " ... ...\n", - " thickness_m (time, dis_along_flowline) float64 40.09 40.34 ... 0.0\n", - " ice_velocity_myr (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n", - " calving_bucket_m3 (time) float64 0.0 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n", - " flux_divergence_myr (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n", - " climatic_mb_myr (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n", - " dhdt_myr (time, dis_along_flowline) float64 nan nan ... 0.0 0.0\n", - "Attributes:\n", - " class: MixedBedFlowline\n", - " map_dx: 50.0\n", - " dx: 2.0\n", - " description: OGGM model output\n", - " oggm_version: 1.5.4.dev76+g9bb22dc\n", - " calendar: 365-day no leap\n", - " creation_date: 2023-08-16 09:14:43\n", - " water_level: 0\n", - " glen_a: 1.1675577993615376e-23\n", - " fs: 0\n", - " mb_model_class: MultipleFlowlineMassBalance\n", - " mb_model_hemisphere: nh" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "f = gdir.get_filepath('fl_diagnostics')\n", "with xr.open_dataset(f) as ds:\n", @@ -1065,22 +323,11 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ds.volume_m3.sum(dim='dis_along_flowline').plot();" ] @@ -1094,7 +341,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": { "tags": [] }, @@ -1112,22 +359,11 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Here the glacier in the first and last year of the run are plotted in transparent blue. \n", "plt.fill_between(ds.dis_along_flowline, surface_m.sel(time=0), ds.bed_h, color='C0', alpha=0.30)\n", @@ -1150,22 +386,11 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Note that velocity at the first step of the simulation is NaN\n", "ds.ice_velocity_myr.sel(time=[1, 10, 20, 100]).plot(hue='time');" @@ -1180,66 +405,33 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ds.dhdt_myr.sel(time=[1, 10, 20, 100]).plot(hue='time');" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "metadata": { "tags": [] }, - "outputs": [ - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ds.flux_divergence_myr.sel(time=[1, 10, 20, 100]).plot(hue='time');" ] @@ -1613,9 +805,9 @@ "celltoolbar": "Tags", "hide_input": false, "kernelspec": { - "display_name": "Python [conda env:oggm_dev_new]", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "conda-env-oggm_dev_new-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -1627,7 +819,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.8" + "version": "3.10.6" }, "latex_envs": { "LaTeX_envs_menu_present": true,