{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import netCDF4 as nc\n", "import numpy as np\n", "import os\n", "import glob\n", "import datetime as dt\n", "import subprocess\n", "%matplotlib inline" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### some useful sites:\n", "* http://research.jisao.washington.edu/data_sets/nco/\n", "* http://nco.sourceforge.net/nco.html" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Start from Jan 1, 2015" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "#for yr in ('15','16','17'): # years\n", "yr='17'\n", "fdec=glob.glob('/results/SalishSea/nowcast-green/*dec'+str(int(yr)-1)+'/SalishSea_1d*_grid_T.nc')\n", "fjan=glob.glob('/results/SalishSea/nowcast-green/*jan'+yr+'/SalishSea_1d*_grid_T.nc')\n", "ffeb=glob.glob('/results/SalishSea/nowcast-green/*feb'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fmar=glob.glob('/results/SalishSea/nowcast-green/*mar'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fapr=glob.glob('/results/SalishSea/nowcast-green/*apr'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fmay=glob.glob('/results/SalishSea/nowcast-green/*may'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fjun=glob.glob('/results/SalishSea/nowcast-green/*jun'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fjul=glob.glob('/results/SalishSea/nowcast-green/*jul'+yr+'/SalishSea_1d*_grid_T.nc')\n", "faug=glob.glob('/results/SalishSea/nowcast-green/*aug'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fsep=glob.glob('/results/SalishSea/nowcast-green/*sep'+yr+'/SalishSea_1d*_grid_T.nc')\n", "foct=glob.glob('/results/SalishSea/nowcast-green/*oct'+yr+'/SalishSea_1d*_grid_T.nc')\n", "fnov=glob.glob('/results/SalishSea/nowcast-green/*nov'+yr+'/SalishSea_1d*_grid_T.nc')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "fJFM=fdec+fjan+ffeb\n", "fAMJ=fmar+fapr+fmay\n", "fJAS=fjun+fjul+faug\n", "fOND=fsep+foct+fnov" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 4 ms, sys: 8 ms, total: 12 ms\n", "Wall time: 1min 19s\n" ] }, { "data": { "text/plain": [ "b''" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# index 21 is 28.229916 m\n", "foutJFM='/data/vdo/MEOPAR/test/meanDJF_deepest_cell_20'+yr+'.nc'\n", "%time subprocess.check_output('ncra -v votemper,vosaline '+' '.join(fJFM)+' '+foutJFM,shell=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 24 ms, sys: 20 ms, total: 44 ms\n", "Wall time: 8min 8s\n" ] }, { "data": { "text/plain": [ "b''" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# index 21 is 28.229916 m\n", "foutAMJ='/data/vdo/MEOPAR/test/meanMAM_deepest_cell_20'+yr+'.nc'\n", "%time subprocess.check_output('ncra -v votemper,vosaline '+' '.join(fAMJ)+' '+foutAMJ,shell=True)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 8 ms, sys: 16 ms, total: 24 ms\n", "Wall time: 4min 35s\n" ] }, { "data": { "text/plain": [ "b''" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# index 21 is 28.229916 m\n", "foutJAS='/data/vdo/MEOPAR/test/meanJJA_deepest_cell_20'+yr+'.nc'\n", "%time subprocess.check_output('ncra -v votemper,vosaline '+' '.join(fJAS)+' '+foutJAS,shell=True)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 32 ms, sys: 20 ms, total: 52 ms\n", "Wall time: 11min 2s\n" ] }, { "data": { "text/plain": [ "b''" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# index 21 is 28.229916 m\n", "foutOND='/data/vdo/MEOPAR/test/meanSON_deepest_cell_20'+yr+'.nc'\n", "%time subprocess.check_output('ncra -v votemper,vosaline '+' '.join(fOND)+' '+foutOND,shell=True)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 8 ms, sys: 4 ms, total: 12 ms\n", "Wall time: 14.7 s\n" ] }, { "data": { "text/plain": [ "b''" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "fout='/data/vdo/MEOPAR/test/seasonal_deepest_cell_20'+yr+'.nc'\n", "flist=foutJFM+' '+foutAMJ+' '+foutJAS+' '+foutOND\n", "%time subprocess.check_output('ncrcat '+flist+' '+fout,shell=True)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "odict_keys(['bounds_lat', 'bounds_lon', 'deptht', 'deptht_bounds', 'nav_lat', 'nav_lon', 'time_centered', 'time_centered_bounds', 'time_counter', 'time_counter_bounds', 'vosaline', 'votemper'])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f=nc.Dataset(fout, 'a')\n", "f.variables.keys()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[datetime.datetime(2017, 1, 15, 0, 0),\n", " datetime.datetime(2017, 4, 16, 0, 0),\n", " datetime.datetime(2017, 7, 17, 0, 0),\n", " datetime.datetime(2017, 10, 16, 12, 0)]" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "[dt.datetime(1900,1,1)+dt.timedelta(seconds=ii) for ii in f.variables['time_centered']]" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": true }, "outputs": [], "source": [ "mesh = nc.Dataset('/data/vdo/MEOPAR/NEMO-forcing/grid/mesh_mask201702.nc')" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [], "source": [ "deepest = np.argmin(mesh.variables['tmask'][:], axis=1)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(1, 898, 398)" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "deepest.shape" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": true }, "outputs": [], "source": [ "deepest2 = deepest - 1" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(1, 898, 398)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "deepest3 = np.ma.masked_array(deepest2, mask = mesh.variables['tmask'][:,0,...])\n", "deepest3.shape" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/vdo/anaconda3/lib/python3.6/site-packages/ipykernel/__main__.py:5: UserWarning: Warning: converting a masked element to nan.\n" ] } ], "source": [ "only_deepest = np.zeros((4,898,398))\n", "for t in range(4):\n", " for j in range(898):\n", " for i in range(398):\n", " only_deepest[t,j,i] = f.variables['vosaline'][t,deepest2[0,j,i], j,i]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [], "source": [ "only_deepest = np.ma.masked_array(only_deepest, \n", " mask = 1 - mesh.variables['tmask'][0,0,...]*np.ones((4,1,1)))" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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ap0cp85XjZ1vfRjyCWBwVlUdB/JpQvCuhtd05TvL/N+1FNkIZ6hf4JzVAXb0w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\nCIIgCIKQQ0SyIAiCIAiCIOT4/x7uOWurTGVqAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,4,figsize=(12,6))\n", "ax[0].pcolormesh(only_deepest[0,:,:])\n", "ax[0].set_title('DJF Salinity')\n", "ax[1].pcolormesh(only_deepest[1,:,:])\n", "ax[1].set_title('MAM Salinity')\n", "ax[2].pcolormesh(only_deepest[2,:,:])\n", "ax[2].set_title('JJA Salinity')\n", "ax[3].pcolormesh(only_deepest[3,:,:])\n", "ax[3].set_title('SON Salinity')" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false }, "outputs": [], "source": [ "deepest_sal = f.createVariable('deep_S', 'f4', ('time_counter', 'y', 'x'))" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "collapsed": true }, "outputs": [], "source": [ "deepest_sal[:] = only_deepest" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "collapsed": false }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/vdo/anaconda3/lib/python3.6/site-packages/ipykernel/__main__.py:5: UserWarning: Warning: converting a masked element to nan.\n" ] } ], "source": [ "only_deepest = np.zeros((4,898,398))\n", "for t in range(4):\n", " for j in range(898):\n", " for i in range(398):\n", " only_deepest[t,j,i] = f.variables['votemper'][t,deepest2[0,j,i], j,i]" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "collapsed": true }, "outputs": [], "source": [ "only_deepest = np.ma.masked_array(only_deepest, \n", " mask = 1 - mesh.variables['tmask'][0,0,...]*np.ones((4,1,1)))" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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n8wgf+tm5MMj2+54kcFt+eCTQYp7elF7FsjOKQaxRV1vBLJ4dW6NKeyOvs0/z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afqJuDtOIL9DSHEO4AtwJ8CWGsfEUJ8A/fBiID3PZs6Vdth+1gXT2T6WJnZRWgVWRmiMBzhD6Kt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id85j62vPg8jhYyeZiuHrO2qQLoepPWLF5wrpRb6bvJhvf8VB9S2ZfN7HmMmppaUKx5YCynWG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\nJBWe/LjztedjjfAXa5nARqEBOvJzr9NgGg4zYouKci696DXpedcMGznMeIa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DHygeO/JL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Tke+/25HPzpOcjAkFKRT3EavHrJsz/ZeDwZLdhu5LoO26VnKtpMC6RvkL7Baddk3o/qjivK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\nefCJ1sGiJII3tKE75GOzO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TMmfz8PAvR4yar3GknXF2n1UqxobuTpY6+O99vt7plM3W4l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\nxifYXOoAAAAASUVORK5CYII=\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax=plt.subplots(1,4,figsize=(12,6))\n", "ax[0].pcolormesh(only_deepest[0,:,:])\n", "ax[0].set_title('DJF Temperature')\n", "ax[1].pcolormesh(only_deepest[1,:,:])\n", "ax[1].set_title('MAM Temperature')\n", "ax[2].pcolormesh(only_deepest[2,:,:])\n", "ax[2].set_title('JJA Temperature')\n", "ax[3].pcolormesh(only_deepest[3,:,:])\n", "ax[3].set_title('SON Temperature')" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "collapsed": true }, "outputs": [], "source": [ "deepest_tem = f.createVariable('deep_T', 'f4', ('time_counter', 'y', 'x'))\n", "deepest_tem[:] = only_deepest" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "collapsed": false }, "outputs": [], "source": [ "deepest_ind = f.createVariable('deep_k', 'i4', ('y', 'x'))\n", "deepest_ind[:] = deepest3[0,...]" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": false }, "outputs": [], "source": [ "mesh = nc.Dataset('/home/sallen/MEOPAR/grid/mesh_mask201702.nc')\n", "mbathy = mesh.variables['mbathy'][0,:,:] \n", "gdepw = mesh.variables['gdepw_0'][0,:,:,:] \n", "gdept = mesh.variables['gdept_0'][0,:,:,:]\n", "surface_tmask = mesh.variables['tmask'][0,0,:,:] \n", "surface_tmask = np.abs(surface_tmask-1) \n", "mesh.close() \n", "NEMO_bathy = np.zeros(mbathy.shape) \n", "deepest_TS = np.zeros(mbathy.shape)\n", "for i in range(NEMO_bathy.shape[1]): \n", " for j in range(NEMO_bathy.shape[0]): \n", " level = mbathy[j,i] \n", " NEMO_bathy[j,i] = gdepw[level,j,i]\n", " deepest_TS[j,i] = gdept[level, j, i]\n", "NEMO_bathy = np.ma.masked_array(NEMO_bathy, mask = surface_tmask) \n", "deepest_TS = np.ma.masked_array(deepest_TS, mask = surface_tmask)" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "collapsed": true }, "outputs": [], "source": [ "depth = f.createVariable('depth', 'f4', ('y', 'x'))\n", "depth[:] = NEMO_bathy\n", "deep_z = f.createVariable('deep_z', 'f4', ('y', 'x'))\n", "deep_z[:] = deepest_TS" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "\n", "float32 deep_S(time_counter, y, x)\n", "unlimited dimensions: time_counter\n", "current shape = (4, 898, 398)\n", "filling on, default _FillValue of 9.969209968386869e+36 used" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f.variables['deep_S']" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "\n", "float32 deep_T(time_counter, y, x)\n", "unlimited dimensions: time_counter\n", "current shape = (4, 898, 398)\n", "filling on, default _FillValue of 9.969209968386869e+36 used" ] }, "execution_count": 30, "metadata": {}, "output_type": "execute_result" } ], "source": [ "f.variables['deep_T']" ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "collapsed": true }, "outputs": [], "source": [ "f.close()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "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": "3.6.0" } }, "nbformat": 4, "nbformat_minor": 1 }