{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Reading Argo data by date" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's use, as an example, data in the *Atlantic for the 11th November 2020. \n", "It is pre-downloaded in the ./Data folder, but you can download it from the Coriolis GDAC [See here for instructions on how to download the data](https://euroargodev.github.io/argoonlineschool/L00_Introduction.html)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import netCDF4\n", "import xarray as xr\n", "\n", "import cartopy.crs as ccrs\n", "import cartopy\n", "\n", "import matplotlib as mpl\n", "import matplotlib.cm as cm\n", "from matplotlib import pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Usefull colormaps and colorbar makers:\n", "qcmap = mpl.colors.ListedColormap(['#000000' , '#31FC03' , '#ADFC03' , '#FCBA03' ,'#FC1C03',\n", " '#324CA8' , '#000000' , '#000000' , '#B22CC9', '#000000'])\n", "def colorbar_qc(cmap, **kwargs):\n", " \"\"\"Adjust colorbar ticks with discrete colors for QC flags\"\"\"\n", " ncolors = 10\n", " mappable = cm.ScalarMappable(cmap=cmap)\n", " mappable.set_array([])\n", " mappable.set_clim(-0.5, ncolors+0.5)\n", " colorbar = plt.colorbar(mappable, **kwargs)\n", " colorbar.set_ticks(np.linspace(0, ncolors, ncolors))\n", " colorbar.set_ticklabels(range(ncolors))\n", " return colorbar" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
<xarray.Dataset>\n", "Dimensions: (N_PROF: 188, N_PARAM: 3, N_LEVELS: 1331, N_CALIB: 3, N_HISTORY: 0)\n", "Dimensions without coordinates: N_PROF, N_PARAM, N_LEVELS, N_CALIB, N_HISTORY\n", "Data variables: (12/64)\n", " DATA_TYPE object b'Argo profile '\n", " FORMAT_VERSION object b'3.1 '\n", " HANDBOOK_VERSION object b'1.2 '\n", " REFERENCE_DATE_TIME object b'19500101000000'\n", " DATE_CREATION object b'20201111082709'\n", " DATE_UPDATE object b'20211211022000'\n", " ... ...\n", " HISTORY_ACTION (N_HISTORY, N_PROF) object \n", " HISTORY_PARAMETER (N_HISTORY, N_PROF) object \n", " HISTORY_START_PRES (N_HISTORY, N_PROF) float32 \n", " HISTORY_STOP_PRES (N_HISTORY, N_PROF) float32 \n", " HISTORY_PREVIOUS_VALUE (N_HISTORY, N_PROF) float32 \n", " HISTORY_QCTEST (N_HISTORY, N_PROF) object \n", "Attributes:\n", " title: Argo float vertical profile\n", " institution: FR GDAC\n", " source: Argo float\n", " history: 2021-12-11T02:20:00Z creation\n", " references: http://www.argodatamgt.org/Documentation\n", " user_manual_version: 3.1\n", " Conventions: Argo-3.1 CF-1.6\n", " featureType: trajectoryProfile
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array([b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.4 dbar] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 1.0 Hz from a SBE41CP; bin detail from 0 dbar (number bins/bin width): 10/ 1;1005/ 2] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 105 dbar to 300 dbar; 10 sec sampling, 1 dbar average from 300 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete [] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 700 dbar; 10 sec sampling, 10 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 2 dbar average from 100 dbar to 2.3 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 20 dbar; 10 sec sampling, 1 dbar average from 20 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.6 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.2 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 s sampling, 1 dbar avg from 4000 dbar to 3049.4 dbar;10 s sampling, 25 dbar avg from 3049.4 dbar to 700 dbar;10 s sampling, 10 dbar avg from 700 dbar to 100 dbar;10 s sampling, 2 dbar avg from 100 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.3 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [1Hz sampling by SBE-41CP averaged in 2-dbar bins] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 4 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: mixed [PRES <= 510 dbar: nominal 2 dbar binned data sampled at 0.5 Hz from a SBE61, PRES > 510 dbar discrete sampling from the same SBE61] ',\n", " b'Primary sampling: averaged [1Hz sampling by SBE-41CP averaged in 2-dbar bins] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [60sec sampling, 1dbar average in [surface-1dbar]] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.4 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [2s sampling,10dbar average in [1000-250]dbar;2s samp.,2dbar avg in [250-10]dbar;2s samp.,1dbar avg in [10-2.1]dbar] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 800 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.7 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 1000 dbar to 1000 dbar; 10 sec sampling, 5 dbar average from 1000 dbar to 50 dbar; 10 sec sampling, 1 dbar average from 50 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 4 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 250 dbar; 10 sec sampling, 1 dbar average from 250 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.4 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.4 dbar] ',\n", " b'Primary sampling: mixed [averaged from 4.38 dbar to 743.31 dbar {[1 sample/second, 2 dbar average from 750 dbar to 4 dbar] for CTD; [1 second interval from 750 dbar to 4 dbar] for TRANSISTOR_PH}; discrete otherwise] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [2s sampling,2dbar average in [1000-250]dbar;2s samp.,1dbar avg in [250-10]dbar;2s samp.,1dbar avg in [10-2.4]dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 4 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 250 dbar; 10 sec sampling, 1 dbar average from 250 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 4 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 250 dbar; 10 sec sampling, 1 dbar average from 250 dbar to 2.7 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 4 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 250 dbar; 10 sec sampling, 1 dbar average from 250 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [2s sampling,5dbar average in [2000-1100]dbar;2s samp.,2dbar avg in [1100-300]dbar;2s samp.,2dbar avg in [300-10]dbar;2s samp.,1dbar avg in [10-2.3]dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.3 dbar] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from surface to 40 dbar; 10 sec sampling, 1 dbar average from 40 dbar to 80 dbar; 10 sec sampling, 1 dbar average from 80 dbar to 60 dbar] ',\n", " b'Primary sampling: averaged [2s sampling,2dbar average in [1000-250]dbar;2s samp.,1dbar avg in [250-10]dbar;2s samp.,1dbar avg in [10-2.1]dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from surface to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 200 dbar; 10 sec sampling, 1 dbar average from 200 dbar to 200 dbar] ',\n", " b'Primary sampling: averaged [1 sample/sec,2dbar avg from 2100 to 4dbar] ',\n", " b'Primary sampling: averaged [1 sample/sec,2dbar avg from 470 to 4dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 200 dbar to 80 dbar; 10 sec sampling, 1 dbar average from 80 dbar to 40 dbar; 10 sec sampling, 1 dbar average from 40 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [1Hz sampling by SBE-41CP averaged in 2-dbar bins] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [2s sampling,2dbar average in [1000-250]dbar;2s samp.,1dbar avg in [250-10]dbar;2s samp.,1dbar avg in [10-2.2]dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 200 dbar to 200 dbar; 10 sec sampling, 1 dbar average from 200 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.5 dbar] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.6 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.7 dbar] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 1.0 Hz from a SBE41CP; bin detail from 0 dbar (number bins/bin width): 10/ 1;1005/ 2] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 20 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: mixed [averaged from 2.55 dbar to 35.42 dbar {1 sample/sec,2dbar avg from 1000 to 4dbar}; discrete otherwise] ',\n", " b'Primary sampling: averaged [1 sample/sec,2dbar avg from 2100 to 4dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete [] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [1 sample/sec,2dbar avg from 2100 to 4dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from surface to 40 dbar; 10 sec sampling, 1 dbar average from 40 dbar to 80 dbar; 10 sec sampling, 1 dbar average from 80 dbar to 150 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 10 dbar average from 500 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 7 dbar average from 4000 dbar to 1400 dbar; 10 sec sampling, 5 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.9 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 20 dbar average from 4000 dbar to 500 dbar; 10 sec sampling, 10 dbar average from 500 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 2.6 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 20 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [8 sec sampling, 1 dbar average from surface to 10 dbar; 8 sec sampling, 1 dbar average from 10 dbar to 100 dbar; 8 sec sampling, 1 dbar average from 100 dbar to 80 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 2.5 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 200 dbar to 80 dbar; 10 sec sampling, 1 dbar average from 80 dbar to 40 dbar; 10 sec sampling, 1 dbar average from 40 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 3500 dbar to 1000 dbar; 10 sec sampling, 2 dbar average from 1000 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.0 dbar] ',\n", " b'Primary sampling: averaged ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 800 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.8 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 700 dbar to 700 dbar; 10 sec sampling, 10 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 2 dbar average from 100 dbar to 2.0 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [8 sec sampling, 1 dbar average from 200 dbar to 100 dbar; 8 sec sampling, 1 dbar average from 100 dbar to 10 dbar; 8 sec sampling, 1 dbar average from 10 dbar to 2.7 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 700 dbar to 700 dbar; 10 sec sampling, 10 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 2 dbar average from 100 dbar to 2.8 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 700 dbar; 10 sec sampling, 10 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 2 dbar average from 100 dbar to 2.9 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.0 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.7 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.2 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 700 dbar; 10 sec sampling, 10 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 2 dbar average from 100 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.6 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 20 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.4 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.1 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 20 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.3 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.8 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 20 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.0 dbar] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: discrete [] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 200 dbar; 10 sec sampling, 10 dbar average from 200 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 5.5 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 4 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 2 dbar average from 500 dbar to 250 dbar; 10 sec sampling, 1 dbar average from 250 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 1000 dbar; 10 sec sampling, 1 dbar average from 1000 dbar to 2.2 dbar] ',\n", " b'Primary sampling: averaged [2dbar-bin averaged] ',\n", " b'Primary sampling: averaged [10 sec sampling, 5 dbar average from 2000 dbar to 1400 dbar; 10 sec sampling, 2 dbar average from 1400 dbar to 400 dbar; 10 sec sampling, 1 dbar average from 400 dbar to 2.3 dbar] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: discrete [] ',\n", " b'Primary sampling: averaged [nominal 2 dbar binned data sampled at 0.5 Hz from a SBE41CP] ',\n", " b'Primary sampling: averaged [10 sec sampling, 25 dbar average from 2000 dbar to 500 dbar; 10 sec sampling, 10 dbar average from 500 dbar to 10 dbar; 10 sec sampling, 1 dbar average from 10 dbar to 2.5 dbar] ',\n", " b'Primary sampling: averaged [10 sec sampling, 1 dbar average from 500 dbar to 700 dbar; 10 sec sampling, 1 dbar average from 700 dbar to 100 dbar; 10 sec sampling, 1 dbar average from 100 dbar to 2.4 dbar] '],\n", " dtype=object)
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array([[[b'PRES_ADJUSTED = PRES ',\n", " b'TEMP_ADJUSTED = TEMP ',\n", " b'None + dS, dS is calculated from a potential conductivity (ref to 0 dbar) multiplicative adjustment term r. '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " [[b'none ',\n", " b'none ',\n", " b'none '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " ...,\n", "\n", " [[b'PRES_ADJUSTED = PRES ',\n", " b'TEMP_ADJUSTED = TEMP ',\n", " b'PSAL_ADJUSTED = a1 * PSAL + a0 '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " [[b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']]],\n", " dtype=object)
array([[[b'None ',\n", " b'None ',\n", " b'NoneOW: r =NaN(+/-NaN), vertically averaged dS =NaN(+/-NaN), breaks: 1, Map Scales:[x=4,2; y=2,1]. '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " [[b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " ...,\n", "\n", " [[b'Not applicable ',\n", " b'Not applicable ',\n", " b'a1=1, a0=0.0000 '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " [[b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']]],\n", " dtype=object)
array([[[b'SOLO-W floats auto-correct mild pressure drift by zeroing the pressure sensor while on the surface. Additional correction was unnecessary in DMQC; PRES_ADJ_ERR: SBE sensor accuracy + resolution error ',\n", " b'No significant temperature drift detected; TEMP_ADJ_ERR: SBE sensor accuracy + resolution error ',\n", " b'No thermal lag adjustment because of insufficient data. Significant salinity drift, OW fit adopted: fit for cycles 0 to 116. The quoted error is max[0.01, 1xOW uncertainty] in PSS-78. '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " [[b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " ...,\n", "\n", " [[b'No adjustment performed (values duplicated) ',\n", " b'No adjustment performed (values duplicated) ',\n", " b'Real-time salinity adjustment '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']],\n", "\n", " [[b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' '],\n", " [b' ',\n", " b' ',\n", " b' ']]],\n", " dtype=object)
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