Combine_nc_files.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7b3dab2b-d8e4-491d-b03d-cbb3fb77f0a9",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "from glob import glob\n",
    "import numpy as np\n",
    "import xarray as xr\n",
    "import pandas as pd\n",
    "import geopandas as gpd\n",
    "import cartopy.crs as ccrs\n",
    "import matplotlib.pyplot as plt\n",
    "import holoviews as hv\n",
    "import netCDF4 as nc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "51cd1338-fa81-4ab2-bb7a-4027b8b154d0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#wildcard won't work because https://stackoverflow.com/questions/20340977/using-mfdataset-to-combine-netcdf-files-in-python\n",
    "#vn = nc.MFDataset('GL_PR_PF_5*.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "2840fcec-51ac-45e3-a8e5-075e576d5e10",
   "metadata": {},
   "outputs": [
    {
     "ename": "OSError",
     "evalue": "master dataset Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc does not have a aggregation dimension",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_71/3758070533.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mvn\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMFDataset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc'\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_5906026.nc'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32msrc/netCDF4/_netCDF4.pyx\u001b[0m in \u001b[0;36mnetCDF4._netCDF4.MFDataset.__init__\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mOSError\u001b[0m: master dataset Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc does not have a aggregation dimension"
     ]
    }
   ],
   "source": [
    "vn = nc.MFDataset(['Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc','Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_5906026.nc'])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "9e3b06d4-5b60-430e-b0d0-ec362ca9fc18",
   "metadata": {},
   "outputs": [
    {
     "ename": "OSError",
     "evalue": "master dataset Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc does not have a aggregation dimension",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mOSError\u001b[0m                                   Traceback (most recent call last)",
      "\u001b[0;32m/tmp/ipykernel_71/557364869.py\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m      2\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mnetCDF4\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mf\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnetCDF4\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mMFDataset\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4??????.nc'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      5\u001b[0m \u001b[0;31m# print variables\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[0mf\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvariables\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32msrc/netCDF4/_netCDF4.pyx\u001b[0m in \u001b[0;36mnetCDF4._netCDF4.MFDataset.__init__\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mOSError\u001b[0m: master dataset Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc does not have a aggregation dimension"
     ]
    }
   ],
   "source": [
    "from pylab import *\n",
    "import netCDF4\n",
    "\n",
    "f = netCDF4.MFDataset('Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4??????.nc')\n",
    "# print variables\n",
    "f.variables.keys()\n",
    "\n",
    "atemp = f.variables['NO3-N']\n",
    "print (atemp)\n",
    "\n",
    "ntimes, ny, nx = shape(atemp)\n",
    "cold_days = zeros((ny,nx),dtype=int)\n",
    "\n",
    "for i in xrange(ntimes):\n",
    "    cold_days += atemp[i,:,:].data-273.15 < 0\n",
    "\n",
    "pcolormesh(cold_days)\n",
    "colorbar()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7339c1c5-0521-468e-9881-4a27937887c9",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a6383bfb-2a1d-4b4a-8ee0-0d5a7c0d61b7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "137d2cca-5144-45f1-bd9f-5178e0ec865e",
   "metadata": {},
   "outputs": [],
   "source": [
    "#sr = 'Data/GL_PR_PF_5906486.nc'\n",
    "#nitrate_ds1_5906486 = xr.open_dataset(sr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "fc799554-adf1-4ffb-8044-0ba51923f7eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "sr1 = xr.open_dataset('Data/Nitrate_files/Nitrate_near_Mexico/GL_PR_PF_4903026.nc')\n",
    "#sr2 = xr.open_dataset('Data/GL_PR_PF_5906507.nc')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "1ce52a4f-6e21-4254-9886-7f01916a90b5",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "KeysView(Frozen({'TIME': <xarray.IndexVariable 'TIME' (TIME: 331)>\n",
      "array(['2022-02-05T00:07:28.000000000', '2022-02-05T00:07:28.000000000',\n",
      "       '2022-02-05T00:07:28.000000000', ..., '2022-03-11T11:41:44.000000000',\n",
      "       '2022-03-11T11:41:44.000000000', '2022-03-11T11:41:44.000000000'],\n",
      "      dtype='datetime64[ns]')\n",
      "Attributes:\n",
      "    long_name:            Time\n",
      "    standard_name:        time\n",
      "    valid_min:            -90000.0\n",
      "    valid_max:            90000.0\n",
      "    uncertainty:           \n",
      "    comment:               \n",
      "    axis:                 T\n",
      "    ancillary_variables:  TIME_QC, 'TIME_QC': <xarray.Variable (TIME: 331)>\n",
      "array([1., 1., 1., ..., 1., 1., 1.], dtype=float32)\n",
      "Attributes:\n",
      "    long_name:      Time quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'LATITUDE': <xarray.IndexVariable 'LATITUDE' (LATITUDE: 331)>\n",
      "array([36.7526 , 36.7526 , 36.7526 , ..., 35.70034, 35.70034, 35.70034],\n",
      "      dtype=float32)\n",
      "Attributes:\n",
      "    standard_name:        latitude\n",
      "    long_name:            Latitude of each location\n",
      "    units:                degree_north\n",
      "    valid_min:            -90.0\n",
      "    valid_max:            90.0\n",
      "    uncertainty:           \n",
      "    comment:               \n",
      "    axis:                 Y\n",
      "    ancillary_variables:  POSITION_QC, 'LONGITUDE': <xarray.IndexVariable 'LONGITUDE' (LONGITUDE: 331)>\n",
      "array([-122.512  , -122.512  , -122.512  , ..., -122.41508, -122.41508,\n",
      "       -122.41508], dtype=float32)\n",
      "Attributes:\n",
      "    standard_name:        longitude\n",
      "    long_name:            Longitude of each location\n",
      "    units:                degree_east\n",
      "    valid_min:            -180.0\n",
      "    valid_max:            180.0\n",
      "    uncertainty:           \n",
      "    comment:               \n",
      "    axis:                 X\n",
      "    ancillary_variables:  POSITION_QC, 'POSITION_QC': <xarray.Variable (POSITION: 331)>\n",
      "array([1., 1., 1., ..., 1., 1., 1.], dtype=float32)\n",
      "Attributes:\n",
      "    long_name:      Position quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'DC_REFERENCE': <xarray.Variable (TIME: 331)>\n",
      "array([b'82958766', b'82958767', b'82958768', ..., b'83014163', b'83014164',\n",
      "       b'83014165'], dtype=object)\n",
      "Attributes:\n",
      "    long_name:    Station/Location unique identifier in data centre\n",
      "    conventions:  Data centre convention, 'DIRECTION': <xarray.Variable (TIME: 331)>\n",
      "array([b'A', b'A', b'A', ..., b'N', b'N', b'N'], dtype=object)\n",
      "Attributes:\n",
      "    long_name:    Direction of the profiles\n",
      "    conventions:  A: ascending profile, D: descending profile, 'VERTICAL_SAMPLING_SCHEME': <xarray.Variable (TIME: 331)>\n",
      "array([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; 500/  2]',\n",
      "       b'Near-surface sampling: discrete pumped [data sampled at 1.0Hz from the same SBE41CP]',\n",
      "       b'Secondary sampling: discrete [BGC PRESSURE AXIS:DOX]', ..., b'None',\n",
      "       b'None', b'None'], dtype=object)\n",
      "Attributes:\n",
      "    long_name:    Vertical sampling scheme\n",
      "    conventions:  Argo reference table 16, 'PRES': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    standard_name:        sea_water_pressure\n",
      "    long_name:            Sea pressure\n",
      "    units:                dbar\n",
      "    axis:                 Z\n",
      "    positive:             down\n",
      "    uncertainty:           \n",
      "    reference:            sea_level\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  PRES_QC, 'PRES_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Sea pressure quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'TEMP': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        sea_water_temperature\n",
      "    long_name:            Sea temperature\n",
      "    units:                degrees_C\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  TEMP_QC, 'TEMP_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Sea temperature quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'PSAL': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        sea_water_practical_salinity\n",
      "    long_name:            Practical salinity\n",
      "    units:                0.001\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  PSAL_QC, 'PSAL_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Practical salinity quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'DOX2': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        moles_of_oxygen_per_unit_mass_in_sea_water\n",
      "    long_name:            Dissolved oxygen\n",
      "    units:                µmol kg-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  DOX2_QC, 'DOX2_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Dissolved oxygen quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'BBP700': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        BBP700\n",
      "    long_name:            Particle backscattering at 700 nm\n",
      "    units:                m-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  BBP700_QC, 'BBP700_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Particle backscattering at 700 nm quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'BBP700_ADJUSTED': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        BBP700_ADJUSTED\n",
      "    long_name:            Particle backscattering at 700 nm adjusted\n",
      "    units:                m-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  BBP700_ADJUSTED_QC, 'BBP700_ADJUSTED_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Particle backscattering at 700 nm adjusted quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'CDOM': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        concentration_of_colored_dissolved_organic_matter_i...\n",
      "    long_name:            Cdom\n",
      "    units:                1e-9\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  CDOM_QC, 'CDOM_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Cdom quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'CPHL': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        mass_concentration_of_chlorophyll_a_in_sea_water\n",
      "    long_name:            Chlorophyll-a\n",
      "    units:                mg m-3\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  CPHL_QC, 'CPHL_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Chlorophyll-a quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'CPHL_ADJUSTED': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        mass_concentration_of_chlorophyll_a_in_sea_water\n",
      "    long_name:            Chlorophyll-a adjusted\n",
      "    units:                mg m-3\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  CPHL_ADJUSTED_QC CPHL_ADJUSTED_ERROR, 'CPHL_ADJUSTED_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Chlorophyll-a adjusted quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'CPHL_ADJUSTED_ERROR': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:  CPHL_ADJUSTED_ERROR\n",
      "    long_name:      Chlorophyll-a adjusted error\n",
      "    units:          mg m-3, 'DOWN_IRRADIANCE380': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        DOWN_IRRADIANCE380\n",
      "    long_name:            Downwelling irradiance at 380 nm\n",
      "    units:                W m-2 nm-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  DOWN_IRRADIANCE380_QC, 'DOWN_IRRADIANCE380_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Downwelling irradiance at 380 nm quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'DOWN_IRRADIANCE412': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        DOWN_IRRADIANCE412\n",
      "    long_name:            Downwelling irradiance at 412 nm\n",
      "    units:                W m-2 nm-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  DOWN_IRRADIANCE412_QC, 'DOWN_IRRADIANCE412_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Downwelling irradiance at 412 nm quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'DOWN_IRRADIANCE490': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        DOWN_IRRADIANCE490\n",
      "    long_name:            Downwelling irradiance at 490 nm\n",
      "    units:                W m-2 nm-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  DOWN_IRRADIANCE490_QC, 'DOWN_IRRADIANCE490_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Downwelling irradiance at 490 nm quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'LGHT': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        downwelling_photosynthetic_photon_flux_in_sea_water\n",
      "    long_name:            Immerged incoming photosynthetic active radiation\n",
      "    units:                µmol m-2 s-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  LGHT_QC, 'LGHT_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Immerged incoming photosynthetic active radiation quality...\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9], 'NTAW': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float64]\n",
      "Attributes:\n",
      "    standard_name:        moles_of_nitrate_per_unit_mass_in_sea_water\n",
      "    long_name:            Nitrate (NO3-N)\n",
      "    units:                µmol kg-1\n",
      "    data_mode:            R\n",
      "    ancillary_variables:  NTAW_QC, 'NTAW_QC': <xarray.Variable (TIME: 331, DEPTH: 1008)>\n",
      "[333648 values with dtype=float32]\n",
      "Attributes:\n",
      "    long_name:      Nitrate (NO3-N) quality flag\n",
      "    conventions:    Copernicus Marine In Situ reference table 2\n",
      "    flag_meanings:  no_qc_performed good_data probably_good_data bad_data_tha...\n",
      "    valid_min:      0\n",
      "    valid_max:      9\n",
      "    flag_values:    [0 1 2 3 4 5 6 7 8 9]}))\n"
     ]
    }
   ],
   "source": [
    "print(sr1.variables.keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "4e58157e-14d8-4d27-9e85-4e7b9d982464",
   "metadata": {},
   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                   (TIME: 331, LATITUDE: 331, LONGITUDE: 331, POSITION: 331, DEPTH: 1008)\n",
       "Coordinates:\n",
       "  * TIME                      (TIME) datetime64[ns] 2022-02-05T00:07:28 ... 2...\n",
       "  * LATITUDE                  (LATITUDE) float32 36.75 36.75 36.75 ... 35.7 35.7\n",
       "  * LONGITUDE                 (LONGITUDE) float32 -122.5 -122.5 ... -122.4\n",
       "Dimensions without coordinates: POSITION, DEPTH\n",
       "Data variables: (12/34)\n",
       "    TIME_QC                   (TIME) float32 1.0 1.0 1.0 1.0 ... 1.0 1.0 1.0 1.0\n",
       "    POSITION_QC               (POSITION) float32 1.0 1.0 1.0 1.0 ... 1.0 1.0 1.0\n",
       "    DC_REFERENCE              (TIME) object b&#x27;82958766&#x27; ... b&#x27;83014165&#x27;\n",
       "    DIRECTION                 (TIME) object b&#x27;A&#x27; b&#x27;A&#x27; b&#x27;A&#x27; ... b&#x27;N&#x27; b&#x27;N&#x27; b&#x27;N&#x27;\n",
       "    VERTICAL_SAMPLING_SCHEME  (TIME) object b&#x27;Primary sampling: averaged [nom...\n",
       "    PRES                      (TIME, DEPTH) float32 ...\n",
       "    ...                        ...\n",
       "    DOWN_IRRADIANCE490        (TIME, DEPTH) float64 ...\n",
       "    DOWN_IRRADIANCE490_QC     (TIME, DEPTH) float32 ...\n",
       "    LGHT                      (TIME, DEPTH) float64 ...\n",
       "    LGHT_QC                   (TIME, DEPTH) float32 ...\n",
       "    NTAW                      (TIME, DEPTH) float64 ...\n",
       "    NTAW_QC                   (TIME, DEPTH) float32 ...\n",
       "Attributes: (12/47)\n",
       "    data_type:                      OceanSITES vertical profile\n",
       "    format_version:                 1.4\n",
       "    platform_code:                  4903026\n",
       "    institution:                    Scripps Institution of Oceanography La Jo...\n",
       "    institution_edmo_code:          1390\n",
       "    site_code:                       \n",
       "    ...                             ...\n",
       "    last_date_observation:          2022-03-11T11:41:44Z\n",
       "    last_latitude_observation:      35.70034\n",
       "    last_longitude_observation:     -122.41508\n",
       "    date_update:                    2022-03-13T18:36:24Z\n",
       "    history:                        2022-03-13T18:36:24Z : Creation\n",
       "    data_mode:                      R</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9de83dc0-3a2f-4c7f-8fa0-a76d16fde524' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9de83dc0-3a2f-4c7f-8fa0-a76d16fde524' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>TIME</span>: 331</li><li><span class='xr-has-index'>LATITUDE</span>: 331</li><li><span class='xr-has-index'>LONGITUDE</span>: 331</li><li><span>POSITION</span>: 331</li><li><span>DEPTH</span>: 1008</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f44bae54-2661-4baa-804f-d4a73ff767e8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f44bae54-2661-4baa-804f-d4a73ff767e8' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>TIME</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-02-05T00:07:28 ... 2022-03-...</div><input id='attrs-b931312d-13bb-44e7-b9f3-2992b8fdb533' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b931312d-13bb-44e7-b9f3-2992b8fdb533' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8acb21a-a9a9-4205-ba4c-1603d687614c' class='xr-var-data-in' type='checkbox'><label for='data-f8acb21a-a9a9-4205-ba4c-1603d687614c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>valid_min :</span></dt><dd>-90000.0</dd><dt><span>valid_max :</span></dt><dd>90000.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>ancillary_variables :</span></dt><dd>TIME_QC</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-02-05T00:07:28.000000000&#x27;, &#x27;2022-02-05T00:07:28.000000000&#x27;,\n",
       "       &#x27;2022-02-05T00:07:28.000000000&#x27;, ..., &#x27;2022-03-11T11:41:44.000000000&#x27;,\n",
       "       &#x27;2022-03-11T11:41:44.000000000&#x27;, &#x27;2022-03-11T11:41:44.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>LATITUDE</span></div><div class='xr-var-dims'>(LATITUDE)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>36.75 36.75 36.75 ... 35.7 35.7</div><input id='attrs-9d485dbe-3cb5-4c5b-9297-0a506fde6cfe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9d485dbe-3cb5-4c5b-9297-0a506fde6cfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e74ac39-b54c-4a6e-8cff-26e8c89f7c35' class='xr-var-data-in' type='checkbox'><label for='data-3e74ac39-b54c-4a6e-8cff-26e8c89f7c35' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>Latitude of each location</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>valid_min :</span></dt><dd>-90.0</dd><dt><span>valid_max :</span></dt><dd>90.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>ancillary_variables :</span></dt><dd>POSITION_QC</dd></dl></div><div class='xr-var-data'><pre>array([36.7526 , 36.7526 , 36.7526 , ..., 35.70034, 35.70034, 35.70034],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>LONGITUDE</span></div><div class='xr-var-dims'>(LONGITUDE)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-122.5 -122.5 ... -122.4 -122.4</div><input id='attrs-a1cacf90-728a-4dcb-8d90-44c36a6f2191' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a1cacf90-728a-4dcb-8d90-44c36a6f2191' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e7790cc8-297f-4008-b0ce-3c8ab86edf4a' class='xr-var-data-in' type='checkbox'><label for='data-e7790cc8-297f-4008-b0ce-3c8ab86edf4a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>Longitude of each location</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>valid_min :</span></dt><dd>-180.0</dd><dt><span>valid_max :</span></dt><dd>180.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>ancillary_variables :</span></dt><dd>POSITION_QC</dd></dl></div><div class='xr-var-data'><pre>array([-122.512  , -122.512  , -122.512  , ..., -122.41508, -122.41508,\n",
       "       -122.41508], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c72d4d86-4629-4067-9a8e-10555333c2cb' class='xr-section-summary-in' type='checkbox'  ><label for='section-c72d4d86-4629-4067-9a8e-10555333c2cb' class='xr-section-summary' >Data variables: <span>(34)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>TIME_QC</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9a22cc23-0b1d-4f82-9a09-9e24fecbc191' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a22cc23-0b1d-4f82-9a09-9e24fecbc191' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c4264cbe-7a86-4168-a285-bd808da6ca6e' class='xr-var-data-in' type='checkbox'><label for='data-c4264cbe-7a86-4168-a285-bd808da6ca6e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([1., 1., 1., ..., 1., 1., 1.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>POSITION_QC</span></div><div class='xr-var-dims'>(POSITION)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-ca640de4-584a-481c-bae8-1dca58b3cdda' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ca640de4-584a-481c-bae8-1dca58b3cdda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1e91589c-2529-4a77-9f0e-fd6a179650f4' class='xr-var-data-in' type='checkbox'><label for='data-1e91589c-2529-4a77-9f0e-fd6a179650f4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Position quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([1., 1., 1., ..., 1., 1., 1.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DC_REFERENCE</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-18ed2936-d149-44b9-a8ff-bfdb73802334' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-18ed2936-d149-44b9-a8ff-bfdb73802334' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b861cd9a-91f4-46ae-b9f9-d5c76210a6b9' class='xr-var-data-in' type='checkbox'><label for='data-b861cd9a-91f4-46ae-b9f9-d5c76210a6b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Station/Location unique identifier in data centre</dd><dt><span>conventions :</span></dt><dd>Data centre convention</dd></dl></div><div class='xr-var-data'><pre>array([b&#x27;82958766&#x27;, b&#x27;82958767&#x27;, b&#x27;82958768&#x27;, ..., b&#x27;83014163&#x27;, b&#x27;83014164&#x27;,\n",
       "       b&#x27;83014165&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DIRECTION</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6330e06d-7472-4a75-a253-fd82ea610a59' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6330e06d-7472-4a75-a253-fd82ea610a59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-24b45a71-8aa2-49f1-beae-ee1dd8022b2b' class='xr-var-data-in' type='checkbox'><label for='data-24b45a71-8aa2-49f1-beae-ee1dd8022b2b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Direction of the profiles</dd><dt><span>conventions :</span></dt><dd>A: ascending profile, D: descending profile</dd></dl></div><div class='xr-var-data'><pre>array([b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, ..., b&#x27;N&#x27;, b&#x27;N&#x27;, b&#x27;N&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VERTICAL_SAMPLING_SCHEME</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1184d2b3-a3a6-4d14-8ff1-4e8ac2dac79d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1184d2b3-a3a6-4d14-8ff1-4e8ac2dac79d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d25357b6-daa8-47d3-9211-ac7c16b2d6fd' class='xr-var-data-in' type='checkbox'><label for='data-d25357b6-daa8-47d3-9211-ac7c16b2d6fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vertical sampling scheme</dd><dt><span>conventions :</span></dt><dd>Argo reference table 16</dd></dl></div><div class='xr-var-data'><pre>array([b&#x27;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; 500/  2]&#x27;,\n",
       "       b&#x27;Near-surface sampling: discrete pumped [data sampled at 1.0Hz from the same SBE41CP]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete [BGC PRESSURE AXIS:DOX]&#x27;, ..., b&#x27;None&#x27;,\n",
       "       b&#x27;None&#x27;, b&#x27;None&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-337b096b-3eca-4b01-8160-0084af1793a5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-337b096b-3eca-4b01-8160-0084af1793a5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48f06110-445c-4925-8b9a-ea89853afa9f' class='xr-var-data-in' type='checkbox'><label for='data-48f06110-445c-4925-8b9a-ea89853afa9f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_pressure</dd><dt><span>long_name :</span></dt><dd>Sea pressure</dd><dt><span>units :</span></dt><dd>dbar</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>reference :</span></dt><dd>sea_level</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PRES_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c50608bb-03fc-4968-aaf4-4464ad19185f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c50608bb-03fc-4968-aaf4-4464ad19185f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6afda828-afb8-4821-9de7-08385339684a' class='xr-var-data-in' type='checkbox'><label for='data-6afda828-afb8-4821-9de7-08385339684a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea pressure quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2feedfb6-ad74-4c13-a643-745723413c27' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2feedfb6-ad74-4c13-a643-745723413c27' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-699f212f-dd3b-4bbe-b2c1-83aecc85b846' class='xr-var-data-in' type='checkbox'><label for='data-699f212f-dd3b-4bbe-b2c1-83aecc85b846' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_temperature</dd><dt><span>long_name :</span></dt><dd>Sea temperature</dd><dt><span>units :</span></dt><dd>degrees_C</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>TEMP_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-11e40058-6f8c-4ed4-911c-ea937015f709' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-11e40058-6f8c-4ed4-911c-ea937015f709' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-524cef70-2319-4800-84d2-2ee5a2fe89a2' class='xr-var-data-in' type='checkbox'><label for='data-524cef70-2319-4800-84d2-2ee5a2fe89a2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea temperature quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-30234f46-e431-4e02-b9c4-19c4df7c9c3a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30234f46-e431-4e02-b9c4-19c4df7c9c3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-207b15c0-d026-45c0-afa3-c4e0aab9565e' class='xr-var-data-in' type='checkbox'><label for='data-207b15c0-d026-45c0-afa3-c4e0aab9565e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_practical_salinity</dd><dt><span>long_name :</span></dt><dd>Practical salinity</dd><dt><span>units :</span></dt><dd>0.001</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PSAL_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-60cd4ba9-c308-4cb5-9654-d7b15858ede2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-60cd4ba9-c308-4cb5-9654-d7b15858ede2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1737153b-ae4c-4068-a299-b858f81c76e2' class='xr-var-data-in' type='checkbox'><label for='data-1737153b-ae4c-4068-a299-b858f81c76e2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Practical salinity quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX2</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f9ad2c88-c74d-4edb-a6b7-d3287e821389' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f9ad2c88-c74d-4edb-a6b7-d3287e821389' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5274556f-c51d-4460-b23a-4dad30861e16' class='xr-var-data-in' type='checkbox'><label for='data-5274556f-c51d-4460-b23a-4dad30861e16' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_oxygen_per_unit_mass_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Dissolved oxygen</dd><dt><span>units :</span></dt><dd>µmol kg-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>DOX2_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX2_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3fef2c75-a2bb-4809-87f6-3d50360b440f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3fef2c75-a2bb-4809-87f6-3d50360b440f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1f569e7-d6ab-49df-96fd-2f8b2442ada9' class='xr-var-data-in' type='checkbox'><label for='data-f1f569e7-d6ab-49df-96fd-2f8b2442ada9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Dissolved oxygen quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-49f376b6-d856-4e82-87dd-0245d3db1a0f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-49f376b6-d856-4e82-87dd-0245d3db1a0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa8db563-2673-40d1-8a45-372eef9aa274' class='xr-var-data-in' type='checkbox'><label for='data-aa8db563-2673-40d1-8a45-372eef9aa274' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>BBP700</dd><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>BBP700_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a7472078-ccb4-467c-8f80-02783f7f0ba5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7472078-ccb4-467c-8f80-02783f7f0ba5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d628915e-8136-4237-a6ad-3fbb6db4ad87' class='xr-var-data-in' type='checkbox'><label for='data-d628915e-8136-4237-a6ad-3fbb6db4ad87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0994d3fd-4984-4616-8ba8-74844c647342' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0994d3fd-4984-4616-8ba8-74844c647342' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d74ac3a1-2a31-4d8e-9494-a0bc6f084b74' class='xr-var-data-in' type='checkbox'><label for='data-d74ac3a1-2a31-4d8e-9494-a0bc6f084b74' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>BBP700_ADJUSTED</dd><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm adjusted</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>BBP700_ADJUSTED_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1867300d-ded8-4ea3-9b6a-1a17d0d8ff71' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1867300d-ded8-4ea3-9b6a-1a17d0d8ff71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f67c94a-4dc3-45c6-a005-1fcf3bf65b54' class='xr-var-data-in' type='checkbox'><label for='data-2f67c94a-4dc3-45c6-a005-1fcf3bf65b54' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CDOM</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-97d735d6-6f08-4403-a94e-dc1c6cf459cd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-97d735d6-6f08-4403-a94e-dc1c6cf459cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d012fe7-88ff-43f6-bdc3-9f477e0e7a42' class='xr-var-data-in' type='checkbox'><label for='data-3d012fe7-88ff-43f6-bdc3-9f477e0e7a42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>concentration_of_colored_dissolved_organic_matter_in_sea_water_expressed_as_equivalent_mass_fraction_of_quinine_sulfate_dihydrate</dd><dt><span>long_name :</span></dt><dd>Cdom</dd><dt><span>units :</span></dt><dd>1e-9</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>CDOM_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CDOM_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-94ce46fd-5a64-4515-a807-f0e7456fb47f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-94ce46fd-5a64-4515-a807-f0e7456fb47f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3014c296-9949-4e56-82c9-6e9253d3cc5b' class='xr-var-data-in' type='checkbox'><label for='data-3014c296-9949-4e56-82c9-6e9253d3cc5b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Cdom quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4cf516b7-65d1-4e33-9705-030c1c952de4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4cf516b7-65d1-4e33-9705-030c1c952de4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8046357f-6318-4b88-a34b-97c3af4eb792' class='xr-var-data-in' type='checkbox'><label for='data-8046357f-6318-4b88-a34b-97c3af4eb792' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mass_concentration_of_chlorophyll_a_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Chlorophyll-a</dd><dt><span>units :</span></dt><dd>mg m-3</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>CPHL_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c5fd1221-e355-48f0-8239-76836e095898' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c5fd1221-e355-48f0-8239-76836e095898' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c021730-0eff-42e0-83c5-adf3c88b9119' class='xr-var-data-in' type='checkbox'><label for='data-6c021730-0eff-42e0-83c5-adf3c88b9119' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Chlorophyll-a quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9364a79e-f7f8-43c2-bd20-be2d848db4a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9364a79e-f7f8-43c2-bd20-be2d848db4a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef3fa93e-a69c-4c21-a5c8-14d08250364b' class='xr-var-data-in' type='checkbox'><label for='data-ef3fa93e-a69c-4c21-a5c8-14d08250364b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mass_concentration_of_chlorophyll_a_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Chlorophyll-a adjusted</dd><dt><span>units :</span></dt><dd>mg m-3</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>CPHL_ADJUSTED_QC CPHL_ADJUSTED_ERROR</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6c42db8c-1ac6-4abd-a064-220435a9748e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6c42db8c-1ac6-4abd-a064-220435a9748e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d2a3e90-08e9-4dcc-8f94-f63209fb7d8f' class='xr-var-data-in' type='checkbox'><label for='data-7d2a3e90-08e9-4dcc-8f94-f63209fb7d8f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Chlorophyll-a adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_ADJUSTED_ERROR</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-52e782f7-7861-44e5-866b-36a81facf2d3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52e782f7-7861-44e5-866b-36a81facf2d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3e2fc55-9d88-4080-87c2-b8d7d6f0dc2a' class='xr-var-data-in' type='checkbox'><label for='data-a3e2fc55-9d88-4080-87c2-b8d7d6f0dc2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>CPHL_ADJUSTED_ERROR</dd><dt><span>long_name :</span></dt><dd>Chlorophyll-a adjusted error</dd><dt><span>units :</span></dt><dd>mg m-3</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOWN_IRRADIANCE380</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a7103f53-8e71-42b2-812c-a2a78432d317' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a7103f53-8e71-42b2-812c-a2a78432d317' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1479ab7-ab5d-4ee2-964d-edd9ac95a2d0' class='xr-var-data-in' type='checkbox'><label for='data-d1479ab7-ab5d-4ee2-964d-edd9ac95a2d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>DOWN_IRRADIANCE380</dd><dt><span>long_name :</span></dt><dd>Downwelling irradiance at 380 nm</dd><dt><span>units :</span></dt><dd>W m-2 nm-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>DOWN_IRRADIANCE380_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOWN_IRRADIANCE380_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e4f4b61e-83ea-4029-ac6e-92b9338d7ede' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e4f4b61e-83ea-4029-ac6e-92b9338d7ede' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0be5b4ba-ea6d-4b88-91c5-68935f414e8a' class='xr-var-data-in' type='checkbox'><label for='data-0be5b4ba-ea6d-4b88-91c5-68935f414e8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Downwelling irradiance at 380 nm quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOWN_IRRADIANCE412</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c803dae2-cc38-45af-8413-70ab1d40a3ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c803dae2-cc38-45af-8413-70ab1d40a3ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ececcbe-ef63-418d-bcf6-6756f42e29eb' class='xr-var-data-in' type='checkbox'><label for='data-7ececcbe-ef63-418d-bcf6-6756f42e29eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>DOWN_IRRADIANCE412</dd><dt><span>long_name :</span></dt><dd>Downwelling irradiance at 412 nm</dd><dt><span>units :</span></dt><dd>W m-2 nm-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>DOWN_IRRADIANCE412_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOWN_IRRADIANCE412_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e0b2b022-12c5-4544-b3b5-67e562b159c9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e0b2b022-12c5-4544-b3b5-67e562b159c9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-02a07bdf-f4f3-43ca-9b7c-717cd456a0ff' class='xr-var-data-in' type='checkbox'><label for='data-02a07bdf-f4f3-43ca-9b7c-717cd456a0ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Downwelling irradiance at 412 nm quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOWN_IRRADIANCE490</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-69c947c1-9328-4826-94ce-a26dd1afe2f5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-69c947c1-9328-4826-94ce-a26dd1afe2f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8b258cc-c3d2-409a-8b88-7224c92a9df7' class='xr-var-data-in' type='checkbox'><label for='data-c8b258cc-c3d2-409a-8b88-7224c92a9df7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>DOWN_IRRADIANCE490</dd><dt><span>long_name :</span></dt><dd>Downwelling irradiance at 490 nm</dd><dt><span>units :</span></dt><dd>W m-2 nm-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>DOWN_IRRADIANCE490_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOWN_IRRADIANCE490_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0379be13-a3d9-48c4-9955-2039792f0d3e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0379be13-a3d9-48c4-9955-2039792f0d3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-91524b6b-4dc8-4cf3-933a-b71e096282f6' class='xr-var-data-in' type='checkbox'><label for='data-91524b6b-4dc8-4cf3-933a-b71e096282f6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Downwelling irradiance at 490 nm quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LGHT</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3ffa69e8-759c-4bd8-b5da-275160763a90' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3ffa69e8-759c-4bd8-b5da-275160763a90' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4969c56f-4d4e-4e39-83e4-9d011b884073' class='xr-var-data-in' type='checkbox'><label for='data-4969c56f-4d4e-4e39-83e4-9d011b884073' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>downwelling_photosynthetic_photon_flux_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Immerged incoming photosynthetic active radiation</dd><dt><span>units :</span></dt><dd>µmol m-2 s-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>LGHT_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>LGHT_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-faa7c9a0-3c7a-45bd-b988-2ded142144e3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-faa7c9a0-3c7a-45bd-b988-2ded142144e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1934a8c2-3909-40b1-a86c-eb320259b518' class='xr-var-data-in' type='checkbox'><label for='data-1934a8c2-3909-40b1-a86c-eb320259b518' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Immerged incoming photosynthetic active radiation quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NTAW</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b74ca00b-61d9-41c7-b431-eee8a0553df4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b74ca00b-61d9-41c7-b431-eee8a0553df4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e0d0706-8cf4-4c7c-8339-ff704fd4bc67' class='xr-var-data-in' type='checkbox'><label for='data-4e0d0706-8cf4-4c7c-8339-ff704fd4bc67' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_nitrate_per_unit_mass_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Nitrate (NO3-N)</dd><dt><span>units :</span></dt><dd>µmol kg-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>NTAW_QC</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NTAW_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1e54f607-619f-4203-8775-12e0df2caf20' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1e54f607-619f-4203-8775-12e0df2caf20' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-643c46c9-90ed-43ac-b3ac-61fb40f83eda' class='xr-var-data-in' type='checkbox'><label for='data-643c46c9-90ed-43ac-b3ac-61fb40f83eda' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Nitrate (NO3-N) quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>[333648 values with dtype=float32]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1b415c92-3be9-4b46-92ef-409b3b908b1c' class='xr-section-summary-in' type='checkbox'  ><label for='section-1b415c92-3be9-4b46-92ef-409b3b908b1c' class='xr-section-summary' >Attributes: <span>(47)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>data_type :</span></dt><dd>OceanSITES vertical profile</dd><dt><span>format_version :</span></dt><dd>1.4</dd><dt><span>platform_code :</span></dt><dd>4903026</dd><dt><span>institution :</span></dt><dd>Scripps Institution of Oceanography La Jolla (SIO)</dd><dt><span>institution_edmo_code :</span></dt><dd>1390</dd><dt><span>site_code :</span></dt><dd> </dd><dt><span>wmo_platform_code :</span></dt><dd>4903026</dd><dt><span>coriolis_platform_code :</span></dt><dd>4903026</dd><dt><span>platform_name :</span></dt><dd>1</dd><dt><span>ices_platform_code :</span></dt><dd> </dd><dt><span>source :</span></dt><dd>drifting subsurface profiling float</dd><dt><span>source_platform_category_code :</span></dt><dd>46</dd><dt><span>wmo_inst_type :</span></dt><dd>853</dd><dt><span>references :</span></dt><dd>http://marine.copernicus.eu http://www.marineinsitu.eu</dd><dt><span>comment :</span></dt><dd> </dd><dt><span>Conventions :</span></dt><dd>CF-1.6 Copernicus-InSituTAC-FormatManual-1.42 Copernicus-InSituTAC-SRD-1.5 Copernicus-InSituTAC-ParametersList-3.2.1</dd><dt><span>netcdf_version :</span></dt><dd>netCDF-4 classic model</dd><dt><span>title :</span></dt><dd>Global Ocean - In Situ Observation Copernicus</dd><dt><span>summary :</span></dt><dd> </dd><dt><span>naming_authority :</span></dt><dd>Copernicus Marine In Situ</dd><dt><span>id :</span></dt><dd>GL_PR_PF_4903026</dd><dt><span>cdm_data_type :</span></dt><dd>profile</dd><dt><span>area :</span></dt><dd>Global Ocean</dd><dt><span>bottom_depth :</span></dt><dd> </dd><dt><span>institution_references :</span></dt><dd> </dd><dt><span>contact :</span></dt><dd>cmems-service@ifremer.fr</dd><dt><span>data_assembly_center :</span></dt><dd>Ifremer</dd><dt><span>pi_name :</span></dt><dd>SARAH PURKEY</dd><dt><span>distribution_statement :</span></dt><dd>These data follow Copernicus standards; they are public and free of charge. User assumes all risk for use of data. User must display citation in any publication or product using data. User must contact PI prior to any commercial use of data.</dd><dt><span>citation :</span></dt><dd>These data were collected and made freely available by the Copernicus project and the programs that contribute to it. </dd><dt><span>update_interval :</span></dt><dd>P1D</dd><dt><span>qc_manual :</span></dt><dd>Recommendations for in-situ data Near Real Time Quality Control https://doi.org/10.13155/36230</dd><dt><span>doi :</span></dt><dd>https://doi.org/10.13155/59938 https://doi.org/10.13155/40846 https://doi.org/10.13155/53381 https://doi.org/10.13155/36230 https://doi.org/10.13155/43494</dd><dt><span>geospatial_lat_min :</span></dt><dd>35.70034</dd><dt><span>geospatial_lat_max :</span></dt><dd>36.85588</dd><dt><span>geospatial_lon_min :</span></dt><dd>-122.53891</dd><dt><span>geospatial_lon_max :</span></dt><dd>-122.26419</dd><dt><span>geospatial_vertical_min :</span></dt><dd>0.20</dd><dt><span>geospatial_vertical_max :</span></dt><dd>2003.68</dd><dt><span>time_coverage_start :</span></dt><dd>2022-02-05T00:07:28Z</dd><dt><span>time_coverage_end :</span></dt><dd>2022-03-11T11:41:44Z</dd><dt><span>last_date_observation :</span></dt><dd>2022-03-11T11:41:44Z</dd><dt><span>last_latitude_observation :</span></dt><dd>35.70034</dd><dt><span>last_longitude_observation :</span></dt><dd>-122.41508</dd><dt><span>date_update :</span></dt><dd>2022-03-13T18:36:24Z</dd><dt><span>history :</span></dt><dd>2022-03-13T18:36:24Z : Creation</dd><dt><span>data_mode :</span></dt><dd>R</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:                   (TIME: 331, LATITUDE: 331, LONGITUDE: 331, POSITION: 331, DEPTH: 1008)\n",
       "Coordinates:\n",
       "  * TIME                      (TIME) datetime64[ns] 2022-02-05T00:07:28 ... 2...\n",
       "  * LATITUDE                  (LATITUDE) float32 36.75 36.75 36.75 ... 35.7 35.7\n",
       "  * LONGITUDE                 (LONGITUDE) float32 -122.5 -122.5 ... -122.4\n",
       "Dimensions without coordinates: POSITION, DEPTH\n",
       "Data variables: (12/34)\n",
       "    TIME_QC                   (TIME) float32 ...\n",
       "    POSITION_QC               (POSITION) float32 ...\n",
       "    DC_REFERENCE              (TIME) object ...\n",
       "    DIRECTION                 (TIME) object ...\n",
       "    VERTICAL_SAMPLING_SCHEME  (TIME) object ...\n",
       "    PRES                      (TIME, DEPTH) float32 ...\n",
       "    ...                        ...\n",
       "    DOWN_IRRADIANCE490        (TIME, DEPTH) float64 ...\n",
       "    DOWN_IRRADIANCE490_QC     (TIME, DEPTH) float32 ...\n",
       "    LGHT                      (TIME, DEPTH) float64 ...\n",
       "    LGHT_QC                   (TIME, DEPTH) float32 ...\n",
       "    NTAW                      (TIME, DEPTH) float64 ...\n",
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       "Attributes: (12/47)\n",
       "    data_type:                      OceanSITES vertical profile\n",
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       "    platform_code:                  4903026\n",
       "    institution:                    Scripps Institution of Oceanography La Jo...\n",
       "    institution_edmo_code:          1390\n",
       "    site_code:                       \n",
       "    ...                             ...\n",
       "    last_date_observation:          2022-03-11T11:41:44Z\n",
       "    last_latitude_observation:      35.70034\n",
       "    last_longitude_observation:     -122.41508\n",
       "    date_update:                    2022-03-13T18:36:24Z\n",
       "    history:                        2022-03-13T18:36:24Z : Creation\n",
       "    data_mode:                      R"
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     "execution_count": 12,
     "metadata": {},
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                   (TIME: 60, LATITUDE: 60, LONGITUDE: 60, POSITION: 60, DEPTH: 497)\n",
       "Coordinates:\n",
       "  * TIME                      (TIME) datetime64[ns] 2022-02-05T14:04:24 ... 2...\n",
       "  * LATITUDE                  (LATITUDE) float32 36.76 36.76 ... 35.75 35.75\n",
       "  * LONGITUDE                 (LONGITUDE) float32 -122.5 -122.5 ... -122.4\n",
       "Dimensions without coordinates: POSITION, DEPTH\n",
       "Data variables: (12/35)\n",
       "    TIME_QC                   (TIME) float32 1.0 1.0 1.0 1.0 ... 1.0 1.0 1.0 1.0\n",
       "    POSITION_QC               (POSITION) float32 1.0 1.0 1.0 1.0 ... 1.0 1.0 1.0\n",
       "    DC_REFERENCE              (TIME) object b&#x27;82642263&#x27; ... b&#x27;83013849&#x27;\n",
       "    DIRECTION                 (TIME) object b&#x27;A&#x27; b&#x27;A&#x27; b&#x27;A&#x27; ... b&#x27;A&#x27; b&#x27;A&#x27; b&#x27;A&#x27;\n",
       "    VERTICAL_SAMPLING_SCHEME  (TIME) object b&#x27;Primary sampling: mixed [deeper...\n",
       "    PRES                      (TIME, DEPTH) float32 4.2 6.0 8.0 ... nan nan nan\n",
       "    ...                        ...\n",
       "    CPHL_ADJUSTED_QC          (TIME, DEPTH) float32 nan nan nan ... nan nan nan\n",
       "    CPHL_ADJUSTED_ERROR       (TIME, DEPTH) float64 nan nan nan ... nan nan nan\n",
       "    NTAW                      (TIME, DEPTH) float64 nan nan nan ... nan nan nan\n",
       "    NTAW_QC                   (TIME, DEPTH) float32 nan nan nan ... nan nan nan\n",
       "    PHPH                      (TIME, DEPTH) float64 nan nan nan ... nan nan nan\n",
       "    PHPH_QC                   (TIME, DEPTH) float32 nan nan nan ... nan nan nan\n",
       "Attributes: (12/47)\n",
       "    data_type:                      OceanSITES vertical profile\n",
       "    format_version:                 1.4\n",
       "    platform_code:                  5906507\n",
       "    institution:                    University of Washington (Seattle)\n",
       "    institution_edmo_code:          3839\n",
       "    site_code:                       \n",
       "    ...                             ...\n",
       "    last_date_observation:          2022-03-11T20:09:12Z\n",
       "    last_latitude_observation:      35.74800\n",
       "    last_longitude_observation:     -122.40100\n",
       "    date_update:                    2022-03-13T18:38:38Z\n",
       "    history:                        2022-03-13T18:38:38Z : Creation\n",
       "    data_mode:                      R</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-a620f337-37c6-4028-9ea7-06103786a882' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a620f337-37c6-4028-9ea7-06103786a882' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>TIME</span>: 60</li><li><span class='xr-has-index'>LATITUDE</span>: 60</li><li><span class='xr-has-index'>LONGITUDE</span>: 60</li><li><span>POSITION</span>: 60</li><li><span>DEPTH</span>: 497</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f9edf9e4-0cd0-4373-a962-131cb69dbaad' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f9edf9e4-0cd0-4373-a962-131cb69dbaad' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>TIME</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-02-05T14:04:24 ... 2022-03-...</div><input id='attrs-510693bf-11a5-4267-9830-15175fb68ed9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-510693bf-11a5-4267-9830-15175fb68ed9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa95fb49-de52-4b50-9e46-dc75bdfd0e52' class='xr-var-data-in' type='checkbox'><label for='data-fa95fb49-de52-4b50-9e46-dc75bdfd0e52' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>valid_min :</span></dt><dd>-90000.0</dd><dt><span>valid_max :</span></dt><dd>90000.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>ancillary_variables :</span></dt><dd>TIME_QC</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-02-05T14:04:24.000000000&#x27;, &#x27;2022-02-05T14:04:24.000000000&#x27;,\n",
       "       &#x27;2022-02-06T06:04:34.999999744&#x27;, &#x27;2022-02-06T06:04:34.999999744&#x27;,\n",
       "       &#x27;2022-02-06T22:09:48.000000000&#x27;, &#x27;2022-02-06T22:09:48.000000000&#x27;,\n",
       "       &#x27;2022-02-07T14:16:46.000000000&#x27;, &#x27;2022-02-07T14:16:46.000000000&#x27;,\n",
       "       &#x27;2022-02-08T20:14:10.999999744&#x27;, &#x27;2022-02-08T20:14:10.999999744&#x27;,\n",
       "       &#x27;2022-02-10T02:14:53.000000000&#x27;, &#x27;2022-02-10T02:14:53.000000000&#x27;,\n",
       "       &#x27;2022-02-11T06:34:54.000000000&#x27;, &#x27;2022-02-11T06:34:54.000000000&#x27;,\n",
       "       &#x27;2022-02-12T10:51:33.000000000&#x27;, &#x27;2022-02-12T10:51:33.000000000&#x27;,\n",
       "       &#x27;2022-02-13T15:01:07.999999744&#x27;, &#x27;2022-02-13T15:01:07.999999744&#x27;,\n",
       "       &#x27;2022-02-14T19:09:59.000000000&#x27;, &#x27;2022-02-14T19:09:59.000000000&#x27;,\n",
       "       &#x27;2022-02-15T23:32:07.000000000&#x27;, &#x27;2022-02-15T23:32:07.000000000&#x27;,\n",
       "       &#x27;2022-02-17T04:19:55.000000000&#x27;, &#x27;2022-02-17T04:19:55.000000000&#x27;,\n",
       "       &#x27;2022-02-18T08:42:06.000000000&#x27;, &#x27;2022-02-18T08:42:06.000000000&#x27;,\n",
       "       &#x27;2022-02-19T15:14:13.000000000&#x27;, &#x27;2022-02-19T15:14:13.000000000&#x27;,\n",
       "       &#x27;2022-02-20T21:27:04.999999744&#x27;, &#x27;2022-02-20T21:27:04.999999744&#x27;,\n",
       "       &#x27;2022-02-22T03:25:52.000000000&#x27;, &#x27;2022-02-22T03:25:52.000000000&#x27;,\n",
       "       &#x27;2022-02-23T09:37:47.000000000&#x27;, &#x27;2022-02-23T09:37:47.000000000&#x27;,\n",
       "       &#x27;2022-02-24T16:04:12.000000000&#x27;, &#x27;2022-02-24T16:04:12.000000000&#x27;,\n",
       "       &#x27;2022-02-25T22:26:05.000000000&#x27;, &#x27;2022-02-25T22:26:05.000000000&#x27;,\n",
       "       &#x27;2022-02-27T04:31:48.000000000&#x27;, &#x27;2022-02-27T04:31:48.000000000&#x27;,\n",
       "       &#x27;2022-02-28T10:39:41.000000000&#x27;, &#x27;2022-02-28T10:39:41.000000000&#x27;,\n",
       "       &#x27;2022-03-01T17:03:32.000000000&#x27;, &#x27;2022-03-01T17:03:32.000000000&#x27;,\n",
       "       &#x27;2022-03-02T23:03:51.000000256&#x27;, &#x27;2022-03-02T23:03:51.000000256&#x27;,\n",
       "       &#x27;2022-03-04T05:17:48.000000000&#x27;, &#x27;2022-03-04T05:17:48.000000000&#x27;,\n",
       "       &#x27;2022-03-05T11:38:06.000000000&#x27;, &#x27;2022-03-05T11:38:06.000000000&#x27;,\n",
       "       &#x27;2022-03-06T18:41:18.000000000&#x27;, &#x27;2022-03-06T18:41:18.000000000&#x27;,\n",
       "       &#x27;2022-03-08T01:01:18.000000000&#x27;, &#x27;2022-03-08T01:01:18.000000000&#x27;,\n",
       "       &#x27;2022-03-09T07:23:33.000000000&#x27;, &#x27;2022-03-09T07:23:33.000000000&#x27;,\n",
       "       &#x27;2022-03-10T13:39:27.000000000&#x27;, &#x27;2022-03-10T13:39:27.000000000&#x27;,\n",
       "       &#x27;2022-03-11T20:09:12.000000000&#x27;, &#x27;2022-03-11T20:09:12.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>LATITUDE</span></div><div class='xr-var-dims'>(LATITUDE)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>36.76 36.76 36.77 ... 35.75 35.75</div><input id='attrs-25d2b6c8-a025-410b-8525-1f5581d4d85e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-25d2b6c8-a025-410b-8525-1f5581d4d85e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-112aa213-c0c3-4787-add0-df672730b677' class='xr-var-data-in' type='checkbox'><label for='data-112aa213-c0c3-4787-add0-df672730b677' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>long_name :</span></dt><dd>Latitude of each location</dd><dt><span>units :</span></dt><dd>degree_north</dd><dt><span>valid_min :</span></dt><dd>-90.0</dd><dt><span>valid_max :</span></dt><dd>90.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>Y</dd><dt><span>ancillary_variables :</span></dt><dd>POSITION_QC</dd></dl></div><div class='xr-var-data'><pre>array([36.765, 36.765, 36.772, 36.772, 36.765, 36.765, 36.76 , 36.76 , 36.749,\n",
       "       36.749, 36.735, 36.735, 36.72 , 36.72 , 36.681, 36.681, 36.647, 36.647,\n",
       "       36.62 , 36.62 , 36.596, 36.596, 36.563, 36.563, 36.538, 36.538, 36.511,\n",
       "       36.511, 36.485, 36.485, 36.422, 36.422, 36.372, 36.372, 36.327, 36.327,\n",
       "       36.268, 36.268, 36.222, 36.222, 36.183, 36.183, 36.131, 36.131, 36.067,\n",
       "       36.067, 36.   , 36.   , 35.94 , 35.94 , 35.883, 35.883, 35.842, 35.842,\n",
       "       35.81 , 35.81 , 35.776, 35.776, 35.748, 35.748], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>LONGITUDE</span></div><div class='xr-var-dims'>(LONGITUDE)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-122.5 -122.5 ... -122.4 -122.4</div><input id='attrs-68b7d477-a97e-424d-afc3-aeb001863e39' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-68b7d477-a97e-424d-afc3-aeb001863e39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e58e355-79a4-4c4b-a9e8-d277b703eb2a' class='xr-var-data-in' type='checkbox'><label for='data-2e58e355-79a4-4c4b-a9e8-d277b703eb2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>long_name :</span></dt><dd>Longitude of each location</dd><dt><span>units :</span></dt><dd>degree_east</dd><dt><span>valid_min :</span></dt><dd>-180.0</dd><dt><span>valid_max :</span></dt><dd>180.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>X</dd><dt><span>ancillary_variables :</span></dt><dd>POSITION_QC</dd></dl></div><div class='xr-var-data'><pre>array([-122.499, -122.499, -122.477, -122.477, -122.453, -122.453, -122.449,\n",
       "       -122.449, -122.409, -122.409, -122.386, -122.386, -122.363, -122.363,\n",
       "       -122.376, -122.376, -122.411, -122.411, -122.437, -122.437, -122.457,\n",
       "       -122.457, -122.46 , -122.46 , -122.474, -122.474, -122.5  , -122.5  ,\n",
       "       -122.503, -122.503, -122.509, -122.509, -122.519, -122.519, -122.521,\n",
       "       -122.521, -122.506, -122.506, -122.509, -122.509, -122.504, -122.504,\n",
       "       -122.504, -122.504, -122.505, -122.505, -122.517, -122.517, -122.513,\n",
       "       -122.513, -122.491, -122.491, -122.473, -122.473, -122.462, -122.462,\n",
       "       -122.425, -122.425, -122.401, -122.401], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-92d80e49-f7a8-4457-886a-49c8aed3d07b' class='xr-section-summary-in' type='checkbox'  ><label for='section-92d80e49-f7a8-4457-886a-49c8aed3d07b' class='xr-section-summary' >Data variables: <span>(35)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>TIME_QC</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d5b433e6-8923-4ca2-829b-d88d8cddfdd6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d5b433e6-8923-4ca2-829b-d88d8cddfdd6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33a2d924-8ac5-408d-8ca5-63cb69a98a71' class='xr-var-data-in' type='checkbox'><label for='data-33a2d924-8ac5-408d-8ca5-63cb69a98a71' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
       "       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
       "       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
       "       1., 1., 1., 1., 1., 1.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>POSITION_QC</span></div><div class='xr-var-dims'>(POSITION)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-95cf7748-66e2-4779-89e4-098822c9e635' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-95cf7748-66e2-4779-89e4-098822c9e635' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7093b307-ca5c-40f5-ae4e-78926b53f982' class='xr-var-data-in' type='checkbox'><label for='data-7093b307-ca5c-40f5-ae4e-78926b53f982' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Position quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
       "       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
       "       1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,\n",
       "       1., 1., 1., 1., 1., 1.], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DC_REFERENCE</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-11668be8-e426-4b38-a176-39d4d7c7f3b9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-11668be8-e426-4b38-a176-39d4d7c7f3b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc75f77c-b330-4eaa-b5ce-1ae6578ca8ad' class='xr-var-data-in' type='checkbox'><label for='data-dc75f77c-b330-4eaa-b5ce-1ae6578ca8ad' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Station/Location unique identifier in data centre</dd><dt><span>conventions :</span></dt><dd>Data centre convention</dd></dl></div><div class='xr-var-data'><pre>array([b&#x27;82642263&#x27;, b&#x27;82642264&#x27;, b&#x27;82642265&#x27;, b&#x27;82642266&#x27;, b&#x27;82642267&#x27;,\n",
       "       b&#x27;82642268&#x27;, b&#x27;82642269&#x27;, b&#x27;82642270&#x27;, b&#x27;82656941&#x27;, b&#x27;82656942&#x27;,\n",
       "       b&#x27;82676182&#x27;, b&#x27;82676183&#x27;, b&#x27;82728524&#x27;, b&#x27;82728525&#x27;, b&#x27;82745640&#x27;,\n",
       "       b&#x27;82745641&#x27;, b&#x27;82747075&#x27;, b&#x27;82747076&#x27;, b&#x27;82749426&#x27;, b&#x27;82749427&#x27;,\n",
       "       b&#x27;82775334&#x27;, b&#x27;82775335&#x27;, b&#x27;82777187&#x27;, b&#x27;82777188&#x27;, b&#x27;82794924&#x27;,\n",
       "       b&#x27;82794925&#x27;, b&#x27;82813691&#x27;, b&#x27;82813692&#x27;, b&#x27;82815385&#x27;, b&#x27;82815386&#x27;,\n",
       "       b&#x27;82842169&#x27;, b&#x27;82842170&#x27;, b&#x27;82843835&#x27;, b&#x27;82843836&#x27;, b&#x27;82862878&#x27;,\n",
       "       b&#x27;82862879&#x27;, b&#x27;82864827&#x27;, b&#x27;82864828&#x27;, b&#x27;82881954&#x27;, b&#x27;82881955&#x27;,\n",
       "       b&#x27;82887759&#x27;, b&#x27;82887760&#x27;, b&#x27;82914593&#x27;, b&#x27;82914594&#x27;, b&#x27;82917798&#x27;,\n",
       "       b&#x27;82917799&#x27;, b&#x27;82937186&#x27;, b&#x27;82937187&#x27;, b&#x27;82957273&#x27;, b&#x27;82957274&#x27;,\n",
       "       b&#x27;82960036&#x27;, b&#x27;82960037&#x27;, b&#x27;82962855&#x27;, b&#x27;82962856&#x27;, b&#x27;82991218&#x27;,\n",
       "       b&#x27;82991219&#x27;, b&#x27;83011756&#x27;, b&#x27;83011757&#x27;, b&#x27;83013848&#x27;, b&#x27;83013849&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DIRECTION</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1d189ebe-c4bb-4a95-b648-8a1ba5e1d819' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1d189ebe-c4bb-4a95-b648-8a1ba5e1d819' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-775ea8a3-d355-4be3-ba3a-5f06d27c1d19' class='xr-var-data-in' type='checkbox'><label for='data-775ea8a3-d355-4be3-ba3a-5f06d27c1d19' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Direction of the profiles</dd><dt><span>conventions :</span></dt><dd>A: ascending profile, D: descending profile</dd></dl></div><div class='xr-var-data'><pre>array([b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;,\n",
       "       b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;,\n",
       "       b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;,\n",
       "       b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;,\n",
       "       b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;, b&#x27;A&#x27;],\n",
       "      dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>VERTICAL_SAMPLING_SCHEME</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>object</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-be6c6207-92b9-4273-951e-4b6cc04a6bbc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-be6c6207-92b9-4273-951e-4b6cc04a6bbc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e19716f-454d-476a-8ab3-41328058a2a6' class='xr-var-data-in' type='checkbox'><label for='data-5e19716f-454d-476a-8ab3-41328058a2a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vertical sampling scheme</dd><dt><span>conventions :</span></dt><dd>Argo reference table 16</dd></dl></div><div class='xr-var-data'><pre>array([b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deeper than nominal 985dbar: discrete; nominal 985dbar to surface: 2dbar-bin averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete []&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;,\n",
       "       b&#x27;Primary sampling: mixed [deep: discrete shallow: averaged]&#x27;,\n",
       "       b&#x27;Secondary sampling: discrete&#x27;], dtype=object)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-27ab7687-8bf8-4769-bca6-bddaa7320858' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-27ab7687-8bf8-4769-bca6-bddaa7320858' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-184011fd-e360-44ca-9bf9-39deb93083e4' class='xr-var-data-in' type='checkbox'><label for='data-184011fd-e360-44ca-9bf9-39deb93083e4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_pressure</dd><dt><span>long_name :</span></dt><dd>Sea pressure</dd><dt><span>units :</span></dt><dd>dbar</dd><dt><span>axis :</span></dt><dd>Z</dd><dt><span>positive :</span></dt><dd>down</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>reference :</span></dt><dd>sea_level</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PRES_QC</dd></dl></div><div class='xr-var-data'><pre>array([[   4.2 ,    6.  ,    8.  , ...,     nan,     nan,     nan],\n",
       "       [   7.67,   11.78,   16.55, ...,     nan,     nan,     nan],\n",
       "       [   4.4 ,    6.  ,    8.  , ...,     nan,     nan,     nan],\n",
       "       ...,\n",
       "       [   7.89,   11.8 ,   16.77, ...,     nan,     nan,     nan],\n",
       "       [   4.4 ,    6.  ,    8.  , ..., 1499.73, 1599.86,     nan],\n",
       "       [   7.47,   11.7 ,   16.72, ...,     nan,     nan,     nan]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-5e0f1b2e-9c4a-4dee-ba11-a61330d56e20' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5e0f1b2e-9c4a-4dee-ba11-a61330d56e20' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f3763b44-9547-43e3-9a0b-7f074959f0b8' class='xr-var-data-in' type='checkbox'><label for='data-f3763b44-9547-43e3-9a0b-7f074959f0b8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea pressure quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ...,  1.,  1., nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-64f9d1cf-d4b1-4947-a3a5-bc9633b0ca42' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-64f9d1cf-d4b1-4947-a3a5-bc9633b0ca42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6e076c90-0580-4c89-a3b9-35c9855afe9e' class='xr-var-data-in' type='checkbox'><label for='data-6e076c90-0580-4c89-a3b9-35c9855afe9e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_pressure</dd><dt><span>long_name :</span></dt><dd>Sea pressure adjusted</dd><dt><span>units :</span></dt><dd>dbar</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PRES_ADJUSTED_QC PRES_ADJUSTED_ERROR</dd></dl></div><div class='xr-var-data'><pre>array([[   4.3 ,    6.1 ,    8.1 , ...,     nan,     nan,     nan],\n",
       "       [   7.77,   11.88,   16.65, ...,     nan,     nan,     nan],\n",
       "       [   4.43,    6.03,    8.03, ...,     nan,     nan,     nan],\n",
       "       ...,\n",
       "       [   7.98,   11.89,   16.86, ...,     nan,     nan,     nan],\n",
       "       [   4.71,    6.31,    8.31, ..., 1500.04, 1600.17,     nan],\n",
       "       [   7.78,   12.01,   17.03, ...,     nan,     nan,     nan]],\n",
       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-fa99fd70-d0a3-40f2-ad89-f4b92413b9d4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fa99fd70-d0a3-40f2-ad89-f4b92413b9d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-269b637a-d399-4e5e-b523-cd3a7cfbc41c' class='xr-var-data-in' type='checkbox'><label for='data-269b637a-d399-4e5e-b523-cd3a7cfbc41c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea pressure adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ...,  1.,  1., nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PRES_ADJUSTED_ERROR</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-410ee028-9fc5-4364-a97f-fd5496f20059' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-410ee028-9fc5-4364-a97f-fd5496f20059' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-016cf9bc-bffc-43bf-a69f-2dd58bcb389d' class='xr-var-data-in' type='checkbox'><label for='data-016cf9bc-bffc-43bf-a69f-2dd58bcb389d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>PRES_ADJUSTED_ERROR</dd><dt><span>long_name :</span></dt><dd>Sea pressure adjusted error</dd><dt><span>units :</span></dt><dd>dbar</dd></dl></div><div class='xr-var-data'><pre>array([[2.4, 2.4, 2.4, ..., nan, nan, nan],\n",
       "       [2.4, 2.4, 2.4, ..., nan, nan, nan],\n",
       "       [2.4, 2.4, 2.4, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2c383565-6eb6-4509-86fc-bdfde5ca98e9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2c383565-6eb6-4509-86fc-bdfde5ca98e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6c3e3d0e-115d-4e3a-b491-3dcac2c076d5' class='xr-var-data-in' type='checkbox'><label for='data-6c3e3d0e-115d-4e3a-b491-3dcac2c076d5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_temperature</dd><dt><span>long_name :</span></dt><dd>Sea temperature</dd><dt><span>units :</span></dt><dd>degrees_C</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>TEMP_QC</dd></dl></div><div class='xr-var-data'><pre>array([[12.742001, 12.748001, 12.752001, ...,       nan,       nan,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [12.660001, 12.660001, 12.660001, ...,       nan,       nan,       nan],\n",
       "       ...,\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [12.304001, 12.249001, 12.223001, ...,  2.903   ,  2.704   ,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-019d3cb0-a5c6-49c3-8f5e-ac2c46393742' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-019d3cb0-a5c6-49c3-8f5e-ac2c46393742' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1cddd908-f1a6-4221-9ffe-6f012fc74407' class='xr-var-data-in' type='checkbox'><label for='data-1cddd908-f1a6-4221-9ffe-6f012fc74407' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea temperature quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ...,  1.,  1., nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4a5e147c-5b8c-4d1c-b315-23bae3b1f3e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4a5e147c-5b8c-4d1c-b315-23bae3b1f3e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8fb3790-39cf-4eb3-b0aa-ee62ac3bf5da' class='xr-var-data-in' type='checkbox'><label for='data-a8fb3790-39cf-4eb3-b0aa-ee62ac3bf5da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_temperature</dd><dt><span>long_name :</span></dt><dd>Sea temperature adjusted</dd><dt><span>units :</span></dt><dd>degrees_C</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>TEMP_ADJUSTED_QC TEMP_ADJUSTED_ERROR</dd></dl></div><div class='xr-var-data'><pre>array([[12.742001, 12.748001, 12.752001, ...,       nan,       nan,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [12.660001, 12.660001, 12.660001, ...,       nan,       nan,       nan],\n",
       "       ...,\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [12.304001, 12.249001, 12.223001, ...,  2.903   ,  2.704   ,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-df246abf-3cd7-4e81-be14-8f8bc1c9c445' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df246abf-3cd7-4e81-be14-8f8bc1c9c445' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9bfe16b2-9dc8-4ba6-87ca-e61c47a9de8d' class='xr-var-data-in' type='checkbox'><label for='data-9bfe16b2-9dc8-4ba6-87ca-e61c47a9de8d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Sea temperature adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ...,  1.,  1., nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>TEMP_ADJUSTED_ERROR</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-913d7de6-7769-4763-905c-f9640a132dd0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-913d7de6-7769-4763-905c-f9640a132dd0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-96ce1c61-9331-404e-b2bc-3463adfb5849' class='xr-var-data-in' type='checkbox'><label for='data-96ce1c61-9331-404e-b2bc-3463adfb5849' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>TEMP_ADJUSTED_ERROR</dd><dt><span>long_name :</span></dt><dd>Sea temperature adjusted error</dd><dt><span>units :</span></dt><dd>degrees_C</dd></dl></div><div class='xr-var-data'><pre>array([[0.001, 0.001, 0.001, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.001, 0.001, 0.001, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-c221b7e4-46c2-4119-bbbe-ea4090f3e87a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c221b7e4-46c2-4119-bbbe-ea4090f3e87a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-85e66b5e-795c-4d25-8476-e72f25bf66f2' class='xr-var-data-in' type='checkbox'><label for='data-85e66b5e-795c-4d25-8476-e72f25bf66f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_practical_salinity</dd><dt><span>long_name :</span></dt><dd>Practical salinity</dd><dt><span>units :</span></dt><dd>0.001</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PSAL_QC</dd></dl></div><div class='xr-var-data'><pre>array([[33.309002, 33.310002, 33.314002, ...,       nan,       nan,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [33.300002, 33.300002, 33.300002, ...,       nan,       nan,       nan],\n",
       "       ...,\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [33.248002, 33.250002, 33.251002, ..., 34.547002, 34.559002,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-19fed28a-714a-4925-8013-39515780a1ed' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-19fed28a-714a-4925-8013-39515780a1ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44c16af7-c37a-402d-922f-43d23a7b3216' class='xr-var-data-in' type='checkbox'><label for='data-44c16af7-c37a-402d-922f-43d23a7b3216' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Practical salinity quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ...,  1.,  1., nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4e0a1073-ccf8-49ea-963f-af7a37a43dc3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4e0a1073-ccf8-49ea-963f-af7a37a43dc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78f8c193-b9f9-43c3-9459-4ed45b0f2ea3' class='xr-var-data-in' type='checkbox'><label for='data-78f8c193-b9f9-43c3-9459-4ed45b0f2ea3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_practical_salinity</dd><dt><span>long_name :</span></dt><dd>Practical salinity adjusted</dd><dt><span>units :</span></dt><dd>0.001</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PSAL_ADJUSTED_QC PSAL_ADJUSTED_ERROR</dd></dl></div><div class='xr-var-data'><pre>array([[33.309002, 33.310002, 33.314002, ...,       nan,       nan,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [33.300002, 33.300002, 33.300002, ...,       nan,       nan,       nan],\n",
       "       ...,\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan],\n",
       "       [33.248002, 33.250002, 33.251002, ..., 34.547002, 34.559002,       nan],\n",
       "       [      nan,       nan,       nan, ...,       nan,       nan,       nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-4a3316fd-e39f-4175-a49d-5daf280cb7bf' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4a3316fd-e39f-4175-a49d-5daf280cb7bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6227110b-b550-4f7e-9510-4fb00be810f3' class='xr-var-data-in' type='checkbox'><label for='data-6227110b-b550-4f7e-9510-4fb00be810f3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Practical salinity adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ...,  1.,  1., nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PSAL_ADJUSTED_ERROR</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-544df76a-425d-400c-ba55-e3eeec828a4c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-544df76a-425d-400c-ba55-e3eeec828a4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48c9c50b-b57f-4b48-b660-2cfb5409c76c' class='xr-var-data-in' type='checkbox'><label for='data-48c9c50b-b57f-4b48-b660-2cfb5409c76c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>PSAL_ADJUSTED_ERROR</dd><dt><span>long_name :</span></dt><dd>Practical salinity adjusted error</dd><dt><span>units :</span></dt><dd>0.001</dd></dl></div><div class='xr-var-data'><pre>array([[0.009, 0.009, 0.009, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.009, 0.009, 0.009, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX2</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-52ddcba4-ac37-4880-b786-6a7754e02b17' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-52ddcba4-ac37-4880-b786-6a7754e02b17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-43bb46e4-f394-45ac-a520-f5c68630ddab' class='xr-var-data-in' type='checkbox'><label for='data-43bb46e4-f394-45ac-a520-f5c68630ddab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_oxygen_per_unit_mass_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Dissolved oxygen</dd><dt><span>units :</span></dt><dd>µmol kg-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>DOX2_QC</dd></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan,        nan, ...,        nan,        nan,\n",
       "               nan],\n",
       "       [254.458012, 250.960012, 248.774012, ...,        nan,        nan,\n",
       "               nan],\n",
       "       [       nan,        nan,        nan, ...,        nan,        nan,\n",
       "               nan],\n",
       "       ...,\n",
       "       [261.719012, 260.453012, 259.354012, ...,        nan,        nan,\n",
       "               nan],\n",
       "       [       nan,        nan,        nan, ...,        nan,        nan,\n",
       "               nan],\n",
       "       [261.015012, 260.158012, 258.225012, ...,        nan,        nan,\n",
       "               nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>DOX2_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-bd7fbb8c-22aa-413b-9df8-e364a0249e28' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd7fbb8c-22aa-413b-9df8-e364a0249e28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f11c6e19-bd27-4d8f-96c0-728b0a2bc00e' class='xr-var-data-in' type='checkbox'><label for='data-f11c6e19-bd27-4d8f-96c0-728b0a2bc00e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Dissolved oxygen quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-91ec90a3-cc32-453d-b37b-fc1d74a0ec9a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-91ec90a3-cc32-453d-b37b-fc1d74a0ec9a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b0a707af-41a2-4434-861b-72dec93edd36' class='xr-var-data-in' type='checkbox'><label for='data-b0a707af-41a2-4434-861b-72dec93edd36' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>BBP700</dd><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>BBP700_QC</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.001, 0.001, 0.001, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [0.   , 0.001, 0.001, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.001, 0.002, 0.001, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0cbd94e1-4832-44bd-9351-19345fd0c67a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0cbd94e1-4832-44bd-9351-19345fd0c67a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5f1f34f0-9d0e-47e2-b814-cf9d562eaafa' class='xr-var-data-in' type='checkbox'><label for='data-5f1f34f0-9d0e-47e2-b814-cf9d562eaafa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 2.,  2.,  2., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 2.,  2.,  2., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 2.,  2.,  2., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-6a1f3c31-f131-4daf-ad6c-64d6e9be6b4f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a1f3c31-f131-4daf-ad6c-64d6e9be6b4f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-26d05b72-63be-401c-ad11-492bc979e934' class='xr-var-data-in' type='checkbox'><label for='data-26d05b72-63be-401c-ad11-492bc979e934' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>BBP700_ADJUSTED</dd><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm adjusted</dd><dt><span>units :</span></dt><dd>m-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>BBP700_ADJUSTED_QC</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.001, 0.001, 0.001, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [0.   , 0.001, 0.001, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.001, 0.002, 0.001, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>BBP700_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-dd2bb13d-9b40-49b5-b082-e0cc2e54a663' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dd2bb13d-9b40-49b5-b082-e0cc2e54a663' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4f2218b8-b821-4b83-8161-2a00b368040f' class='xr-var-data-in' type='checkbox'><label for='data-4f2218b8-b821-4b83-8161-2a00b368040f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Particle backscattering at 700 nm adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 1.,  1.,  1., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d97a91d3-d353-4ff3-9733-c52c6611ddd4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d97a91d3-d353-4ff3-9733-c52c6611ddd4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ea2d88e-2a39-4249-aa29-92aed2495294' class='xr-var-data-in' type='checkbox'><label for='data-8ea2d88e-2a39-4249-aa29-92aed2495294' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mass_concentration_of_chlorophyll_a_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Chlorophyll-a</dd><dt><span>units :</span></dt><dd>mg m-3</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>CPHL_QC</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.827, 1.007, 1.101, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [0.986, 1.022, 0.899, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.518, 0.676, 0.856, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9c2c8ad2-a5ea-436d-b2df-6e51b7d5adcc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9c2c8ad2-a5ea-436d-b2df-6e51b7d5adcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ca3da538-2a5c-4202-add7-72dc479e469a' class='xr-var-data-in' type='checkbox'><label for='data-ca3da538-2a5c-4202-add7-72dc479e469a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Chlorophyll-a quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_ADJUSTED</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-9aa39ba8-0876-4c67-bd6b-882ec72ec52b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9aa39ba8-0876-4c67-bd6b-882ec72ec52b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-240821f8-c81b-47a3-9688-6d9176daf8df' class='xr-var-data-in' type='checkbox'><label for='data-240821f8-c81b-47a3-9688-6d9176daf8df' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>mass_concentration_of_chlorophyll_a_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Chlorophyll-a adjusted</dd><dt><span>units :</span></dt><dd>mg m-3</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>CPHL_ADJUSTED_QC CPHL_ADJUSTED_ERROR</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.413, 0.503, 0.55 , ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [0.471, 0.489, 0.428, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.406, 0.406, 0.406, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_ADJUSTED_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-a3b68966-efa2-4186-bd40-f23f8e897bf1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3b68966-efa2-4186-bd40-f23f8e897bf1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-90b35b28-aa2e-48dc-a891-00039d4cf6ce' class='xr-var-data-in' type='checkbox'><label for='data-90b35b28-aa2e-48dc-a891-00039d4cf6ce' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Chlorophyll-a adjusted quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 2.,  2.,  2., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 2.,  2.,  2., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 5.,  5.,  5., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>CPHL_ADJUSTED_ERROR</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f82c1dfe-1f4f-40ec-8f43-c71fe6016225' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f82c1dfe-1f4f-40ec-8f43-c71fe6016225' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-53fb5233-5316-4602-a134-04f5de960abf' class='xr-var-data-in' type='checkbox'><label for='data-53fb5233-5316-4602-a134-04f5de960abf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>CPHL_ADJUSTED_ERROR</dd><dt><span>long_name :</span></dt><dd>Chlorophyll-a adjusted error</dd><dt><span>units :</span></dt><dd>mg m-3</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.827, 1.007, 1.101, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [0.943, 0.979, 0.856, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [0.813, 0.813, 0.813, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NTAW</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-2a83bacf-c389-4c59-be84-4b8f8153897f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2a83bacf-c389-4c59-be84-4b8f8153897f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2f9d4a6-3a92-44b4-b216-899f4761d1e7' class='xr-var-data-in' type='checkbox'><label for='data-b2f9d4a6-3a92-44b4-b216-899f4761d1e7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_nitrate_per_unit_mass_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Nitrate (NO3-N)</dd><dt><span>units :</span></dt><dd>µmol kg-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>NTAW_QC</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [4.294, 4.578, 5.265, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [4.717, 4.894, 5.264, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [5.473, 5.513, 5.431, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>NTAW_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-f5419b3f-f57d-483a-9d1e-3d7dfa927dab' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f5419b3f-f57d-483a-9d1e-3d7dfa927dab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6fcd33e-0323-4458-8719-6d5b71aebd27' class='xr-var-data-in' type='checkbox'><label for='data-f6fcd33e-0323-4458-8719-6d5b71aebd27' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Nitrate (NO3-N) quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PHPH</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-b006a68f-0bb4-4c8d-bb5f-b7ccb307ce7c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b006a68f-0bb4-4c8d-bb5f-b7ccb307ce7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d68fadf2-128e-4384-a54a-573d58690d83' class='xr-var-data-in' type='checkbox'><label for='data-d68fadf2-128e-4384-a54a-573d58690d83' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>sea_water_ph_reported_on_total_scale</dd><dt><span>long_name :</span></dt><dd>Ph</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>PHPH_QC</dd></dl></div><div class='xr-var-data'><pre>array([[  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [7.957, 7.953, 7.948, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       ...,\n",
       "       [8.032, 8.034, 8.026, ...,   nan,   nan,   nan],\n",
       "       [  nan,   nan,   nan, ...,   nan,   nan,   nan],\n",
       "       [8.03 , 8.029, 8.029, ...,   nan,   nan,   nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>PHPH_QC</span></div><div class='xr-var-dims'>(TIME, DEPTH)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-1c204314-9cb9-464a-b3cc-4208d3d06969' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1c204314-9cb9-464a-b3cc-4208d3d06969' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d242dc86-5451-4b59-b94a-898918af6965' class='xr-var-data-in' type='checkbox'><label for='data-d242dc86-5451-4b59-b94a-898918af6965' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Ph quality flag</dd><dt><span>conventions :</span></dt><dd>Copernicus Marine In Situ reference table 2</dd><dt><span>flag_meanings :</span></dt><dd>no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value</dd><dt><span>valid_min :</span></dt><dd>0</dd><dt><span>valid_max :</span></dt><dd>9</dd><dt><span>flag_values :</span></dt><dd>[0 1 2 3 4 5 6 7 8 9]</dd></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [ 3.,  3.,  3., ..., nan, nan, nan]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e02823d6-799b-401c-98e1-927958621659' class='xr-section-summary-in' type='checkbox'  ><label for='section-e02823d6-799b-401c-98e1-927958621659' class='xr-section-summary' >Attributes: <span>(47)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>data_type :</span></dt><dd>OceanSITES vertical profile</dd><dt><span>format_version :</span></dt><dd>1.4</dd><dt><span>platform_code :</span></dt><dd>5906507</dd><dt><span>institution :</span></dt><dd>University of Washington (Seattle)</dd><dt><span>institution_edmo_code :</span></dt><dd>3839</dd><dt><span>site_code :</span></dt><dd> </dd><dt><span>wmo_platform_code :</span></dt><dd>5906507</dd><dt><span>coriolis_platform_code :</span></dt><dd>5906507</dd><dt><span>platform_name :</span></dt><dd>9423</dd><dt><span>ices_platform_code :</span></dt><dd> </dd><dt><span>source :</span></dt><dd>drifting subsurface profiling float</dd><dt><span>source_platform_category_code :</span></dt><dd>46</dd><dt><span>wmo_inst_type :</span></dt><dd>846</dd><dt><span>references :</span></dt><dd>http://marine.copernicus.eu http://www.marineinsitu.eu</dd><dt><span>comment :</span></dt><dd> </dd><dt><span>Conventions :</span></dt><dd>CF-1.6 Copernicus-InSituTAC-FormatManual-1.42 Copernicus-InSituTAC-SRD-1.5 Copernicus-InSituTAC-ParametersList-3.2.1</dd><dt><span>netcdf_version :</span></dt><dd>netCDF-4 classic model</dd><dt><span>title :</span></dt><dd>Global Ocean - In Situ Observation Copernicus</dd><dt><span>summary :</span></dt><dd> </dd><dt><span>naming_authority :</span></dt><dd>Copernicus Marine In Situ</dd><dt><span>id :</span></dt><dd>GL_PR_PF_5906507</dd><dt><span>cdm_data_type :</span></dt><dd>profile</dd><dt><span>area :</span></dt><dd>Global Ocean</dd><dt><span>bottom_depth :</span></dt><dd> </dd><dt><span>institution_references :</span></dt><dd> </dd><dt><span>contact :</span></dt><dd>cmems-service@ifremer.fr</dd><dt><span>data_assembly_center :</span></dt><dd>Ifremer</dd><dt><span>pi_name :</span></dt><dd>STEPHEN RISER/KEN JOHNSON</dd><dt><span>distribution_statement :</span></dt><dd>These data follow Copernicus standards; they are public and free of charge. User assumes all risk for use of data. User must display citation in any publication or product using data. User must contact PI prior to any commercial use of data.</dd><dt><span>citation :</span></dt><dd>These data were collected and made freely available by the Copernicus project and the programs that contribute to it. </dd><dt><span>update_interval :</span></dt><dd>P1D</dd><dt><span>qc_manual :</span></dt><dd>Recommendations for in-situ data Near Real Time Quality Control https://doi.org/10.13155/36230</dd><dt><span>doi :</span></dt><dd>https://doi.org/10.13155/59938 https://doi.org/10.13155/40846 https://doi.org/10.13155/53381 https://doi.org/10.13155/36230 https://doi.org/10.13155/43494</dd><dt><span>geospatial_lat_min :</span></dt><dd>35.74800</dd><dt><span>geospatial_lat_max :</span></dt><dd>36.77200</dd><dt><span>geospatial_lon_min :</span></dt><dd>-122.52100</dd><dt><span>geospatial_lon_max :</span></dt><dd>-122.36300</dd><dt><span>geospatial_vertical_min :</span></dt><dd>2.80</dd><dt><span>geospatial_vertical_max :</span></dt><dd>1601.66</dd><dt><span>time_coverage_start :</span></dt><dd>2022-02-05T14:04:24Z</dd><dt><span>time_coverage_end :</span></dt><dd>2022-03-11T20:09:12Z</dd><dt><span>last_date_observation :</span></dt><dd>2022-03-11T20:09:12Z</dd><dt><span>last_latitude_observation :</span></dt><dd>35.74800</dd><dt><span>last_longitude_observation :</span></dt><dd>-122.40100</dd><dt><span>date_update :</span></dt><dd>2022-03-13T18:38:38Z</dd><dt><span>history :</span></dt><dd>2022-03-13T18:38:38Z : Creation</dd><dt><span>data_mode :</span></dt><dd>R</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.Dataset>\n",
       "Dimensions:                   (TIME: 60, LATITUDE: 60, LONGITUDE: 60, POSITION: 60, DEPTH: 497)\n",
       "Coordinates:\n",
       "  * TIME                      (TIME) datetime64[ns] 2022-02-05T14:04:24 ... 2...\n",
       "  * LATITUDE                  (LATITUDE) float32 36.76 36.76 ... 35.75 35.75\n",
       "  * LONGITUDE                 (LONGITUDE) float32 -122.5 -122.5 ... -122.4\n",
       "Dimensions without coordinates: POSITION, DEPTH\n",
       "Data variables: (12/35)\n",
       "    TIME_QC                   (TIME) float32 ...\n",
       "    POSITION_QC               (POSITION) float32 ...\n",
       "    DC_REFERENCE              (TIME) object ...\n",
       "    DIRECTION                 (TIME) object ...\n",
       "    VERTICAL_SAMPLING_SCHEME  (TIME) object ...\n",
       "    PRES                      (TIME, DEPTH) float32 ...\n",
       "    ...                        ...\n",
       "    CPHL_ADJUSTED_QC          (TIME, DEPTH) float32 ...\n",
       "    CPHL_ADJUSTED_ERROR       (TIME, DEPTH) float64 ...\n",
       "    NTAW                      (TIME, DEPTH) float64 ...\n",
       "    NTAW_QC                   (TIME, DEPTH) float32 ...\n",
       "    PHPH                      (TIME, DEPTH) float64 ...\n",
       "    PHPH_QC                   (TIME, DEPTH) float32 ...\n",
       "Attributes: (12/47)\n",
       "    data_type:                      OceanSITES vertical profile\n",
       "    format_version:                 1.4\n",
       "    platform_code:                  5906507\n",
       "    institution:                    University of Washington (Seattle)\n",
       "    institution_edmo_code:          3839\n",
       "    site_code:                       \n",
       "    ...                             ...\n",
       "    last_date_observation:          2022-03-11T20:09:12Z\n",
       "    last_latitude_observation:      35.74800\n",
       "    last_longitude_observation:     -122.40100\n",
       "    date_update:                    2022-03-13T18:38:38Z\n",
       "    history:                        2022-03-13T18:38:38Z : Creation\n",
       "    data_mode:                      R"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sr2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "246b0a6c-3a19-48d5-95e1-508f3cc6b829",
   "metadata": {},
   "outputs": [],
   "source": [
    "#sr1.combine_first(sr2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "a1d811aa-3cba-4c67-8a35-e58387c79eff",
   "metadata": {},
   "outputs": [],
   "source": [
    "#xr.merge([sr1, sr2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "f32f56bc-bf25-4f69-96ec-13608a61333f",
   "metadata": {},
   "outputs": [],
   "source": [
    "dt=sr1['NTAW']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;NTAW&#x27; (TIME: 331, DEPTH: 1008)&gt;\n",
       "[333648 values with dtype=float64]\n",
       "Coordinates:\n",
       "  * TIME     (TIME) datetime64[ns] 2022-02-05T00:07:28 ... 2022-03-11T11:41:44\n",
       "Dimensions without coordinates: DEPTH\n",
       "Attributes:\n",
       "    standard_name:        moles_of_nitrate_per_unit_mass_in_sea_water\n",
       "    long_name:            Nitrate (NO3-N)\n",
       "    units:                µmol kg-1\n",
       "    data_mode:            R\n",
       "    ancillary_variables:  NTAW_QC</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'NTAW'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>TIME</span>: 331</li><li><span>DEPTH</span>: 1008</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-d17c4835-87cb-49ac-9f15-d828312bbd01' class='xr-array-in' type='checkbox' checked><label for='section-d17c4835-87cb-49ac-9f15-d828312bbd01' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>...</span></div><div class='xr-array-data'><pre>[333648 values with dtype=float64]</pre></div></div></li><li class='xr-section-item'><input id='section-3bcf6d85-1fd9-4f26-8424-9f7105174945' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3bcf6d85-1fd9-4f26-8424-9f7105174945' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>TIME</span></div><div class='xr-var-dims'>(TIME)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-02-05T00:07:28 ... 2022-03-...</div><input id='attrs-38924eb2-2aec-430a-8da4-2a6866839853' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-38924eb2-2aec-430a-8da4-2a6866839853' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34c3f857-7bbd-43a4-beab-cd3fe013d71c' class='xr-var-data-in' type='checkbox'><label for='data-34c3f857-7bbd-43a4-beab-cd3fe013d71c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Time</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>valid_min :</span></dt><dd>-90000.0</dd><dt><span>valid_max :</span></dt><dd>90000.0</dd><dt><span>uncertainty :</span></dt><dd> </dd><dt><span>comment :</span></dt><dd> </dd><dt><span>axis :</span></dt><dd>T</dd><dt><span>ancillary_variables :</span></dt><dd>TIME_QC</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-02-05T00:07:28.000000000&#x27;, &#x27;2022-02-05T00:07:28.000000000&#x27;,\n",
       "       &#x27;2022-02-05T00:07:28.000000000&#x27;, ..., &#x27;2022-03-11T11:41:44.000000000&#x27;,\n",
       "       &#x27;2022-03-11T11:41:44.000000000&#x27;, &#x27;2022-03-11T11:41:44.000000000&#x27;],\n",
       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0b822624-950d-43bc-b95e-e6f7546bf82a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0b822624-950d-43bc-b95e-e6f7546bf82a' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>standard_name :</span></dt><dd>moles_of_nitrate_per_unit_mass_in_sea_water</dd><dt><span>long_name :</span></dt><dd>Nitrate (NO3-N)</dd><dt><span>units :</span></dt><dd>µmol kg-1</dd><dt><span>data_mode :</span></dt><dd>R</dd><dt><span>ancillary_variables :</span></dt><dd>NTAW_QC</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'NTAW' (TIME: 331, DEPTH: 1008)>\n",
       "[333648 values with dtype=float64]\n",
       "Coordinates:\n",
       "  * TIME     (TIME) datetime64[ns] 2022-02-05T00:07:28 ... 2022-03-11T11:41:44\n",
       "Dimensions without coordinates: DEPTH\n",
       "Attributes:\n",
       "    standard_name:        moles_of_nitrate_per_unit_mass_in_sea_water\n",
       "    long_name:            Nitrate (NO3-N)\n",
       "    units:                µmol kg-1\n",
       "    data_mode:            R\n",
       "    ancillary_variables:  NTAW_QC"
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      "xarray.Dataset {\n",
      "dimensions:\n",
      "\tTIME = 14 ;\n",
      "\tLATITUDE = 14 ;\n",
      "\tLONGITUDE = 14 ;\n",
      "\tPOSITION = 14 ;\n",
      "\tDEPTH = 500 ;\n",
      "\n",
      "variables:\n",
      "\tdatetime64[ns] TIME(TIME) ;\n",
      "\t\tTIME:long_name = Time ;\n",
      "\t\tTIME:standard_name = time ;\n",
      "\t\tTIME:valid_min = -90000.0 ;\n",
      "\t\tTIME:valid_max = 90000.0 ;\n",
      "\t\tTIME:uncertainty =   ;\n",
      "\t\tTIME:comment =   ;\n",
      "\t\tTIME:axis = T ;\n",
      "\t\tTIME:ancillary_variables = TIME_QC ;\n",
      "\tfloat32 TIME_QC(TIME) ;\n",
      "\t\tTIME_QC:long_name = Time quality flag ;\n",
      "\t\tTIME_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tTIME_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tTIME_QC:valid_min = 0 ;\n",
      "\t\tTIME_QC:valid_max = 9 ;\n",
      "\t\tTIME_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat32 LATITUDE(LATITUDE) ;\n",
      "\t\tLATITUDE:standard_name = latitude ;\n",
      "\t\tLATITUDE:long_name = Latitude of each location ;\n",
      "\t\tLATITUDE:units = degree_north ;\n",
      "\t\tLATITUDE:valid_min = -90.0 ;\n",
      "\t\tLATITUDE:valid_max = 90.0 ;\n",
      "\t\tLATITUDE:uncertainty =   ;\n",
      "\t\tLATITUDE:comment =   ;\n",
      "\t\tLATITUDE:axis = Y ;\n",
      "\t\tLATITUDE:ancillary_variables = POSITION_QC ;\n",
      "\tfloat32 LONGITUDE(LONGITUDE) ;\n",
      "\t\tLONGITUDE:standard_name = longitude ;\n",
      "\t\tLONGITUDE:long_name = Longitude of each location ;\n",
      "\t\tLONGITUDE:units = degree_east ;\n",
      "\t\tLONGITUDE:valid_min = -180.0 ;\n",
      "\t\tLONGITUDE:valid_max = 180.0 ;\n",
      "\t\tLONGITUDE:uncertainty =   ;\n",
      "\t\tLONGITUDE:comment =   ;\n",
      "\t\tLONGITUDE:axis = X ;\n",
      "\t\tLONGITUDE:ancillary_variables = POSITION_QC ;\n",
      "\tfloat32 POSITION_QC(POSITION) ;\n",
      "\t\tPOSITION_QC:long_name = Position quality flag ;\n",
      "\t\tPOSITION_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tPOSITION_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tPOSITION_QC:valid_min = 0 ;\n",
      "\t\tPOSITION_QC:valid_max = 9 ;\n",
      "\t\tPOSITION_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tobject DC_REFERENCE(TIME) ;\n",
      "\t\tDC_REFERENCE:long_name = Station/Location unique identifier in data centre ;\n",
      "\t\tDC_REFERENCE:conventions = Data centre convention ;\n",
      "\tobject DIRECTION(TIME) ;\n",
      "\t\tDIRECTION:long_name = Direction of the profiles ;\n",
      "\t\tDIRECTION:conventions = A: ascending profile, D: descending profile ;\n",
      "\tobject VERTICAL_SAMPLING_SCHEME(TIME) ;\n",
      "\t\tVERTICAL_SAMPLING_SCHEME:long_name = Vertical sampling scheme ;\n",
      "\t\tVERTICAL_SAMPLING_SCHEME:conventions = Argo reference table 16 ;\n",
      "\tfloat32 PRES(TIME, DEPTH) ;\n",
      "\t\tPRES:standard_name = sea_water_pressure ;\n",
      "\t\tPRES:long_name = Sea pressure ;\n",
      "\t\tPRES:units = dbar ;\n",
      "\t\tPRES:axis = Z ;\n",
      "\t\tPRES:positive = down ;\n",
      "\t\tPRES:uncertainty =   ;\n",
      "\t\tPRES:reference = sea_level ;\n",
      "\t\tPRES:data_mode = R ;\n",
      "\t\tPRES:ancillary_variables = PRES_QC ;\n",
      "\tfloat32 PRES_QC(TIME, DEPTH) ;\n",
      "\t\tPRES_QC:long_name = Sea pressure quality flag ;\n",
      "\t\tPRES_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tPRES_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tPRES_QC:valid_min = 0 ;\n",
      "\t\tPRES_QC:valid_max = 9 ;\n",
      "\t\tPRES_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat32 PRES_ADJUSTED(TIME, DEPTH) ;\n",
      "\t\tPRES_ADJUSTED:standard_name = sea_water_pressure ;\n",
      "\t\tPRES_ADJUSTED:long_name = Sea pressure adjusted ;\n",
      "\t\tPRES_ADJUSTED:units = dbar ;\n",
      "\t\tPRES_ADJUSTED:data_mode = R ;\n",
      "\t\tPRES_ADJUSTED:ancillary_variables = PRES_ADJUSTED_QC ;\n",
      "\tfloat32 PRES_ADJUSTED_QC(TIME, DEPTH) ;\n",
      "\t\tPRES_ADJUSTED_QC:long_name = Sea pressure adjusted quality flag ;\n",
      "\t\tPRES_ADJUSTED_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tPRES_ADJUSTED_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tPRES_ADJUSTED_QC:valid_min = 0 ;\n",
      "\t\tPRES_ADJUSTED_QC:valid_max = 9 ;\n",
      "\t\tPRES_ADJUSTED_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 TEMP(TIME, DEPTH) ;\n",
      "\t\tTEMP:standard_name = sea_water_temperature ;\n",
      "\t\tTEMP:long_name = Sea temperature ;\n",
      "\t\tTEMP:units = degrees_C ;\n",
      "\t\tTEMP:data_mode = R ;\n",
      "\t\tTEMP:ancillary_variables = TEMP_QC ;\n",
      "\tfloat32 TEMP_QC(TIME, DEPTH) ;\n",
      "\t\tTEMP_QC:long_name = Sea temperature quality flag ;\n",
      "\t\tTEMP_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tTEMP_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tTEMP_QC:valid_min = 0 ;\n",
      "\t\tTEMP_QC:valid_max = 9 ;\n",
      "\t\tTEMP_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 TEMP_ADJUSTED(TIME, DEPTH) ;\n",
      "\t\tTEMP_ADJUSTED:standard_name = sea_water_temperature ;\n",
      "\t\tTEMP_ADJUSTED:long_name = Sea temperature adjusted ;\n",
      "\t\tTEMP_ADJUSTED:units = degrees_C ;\n",
      "\t\tTEMP_ADJUSTED:data_mode = R ;\n",
      "\t\tTEMP_ADJUSTED:ancillary_variables = TEMP_ADJUSTED_QC ;\n",
      "\tfloat32 TEMP_ADJUSTED_QC(TIME, DEPTH) ;\n",
      "\t\tTEMP_ADJUSTED_QC:long_name = Sea temperature adjusted quality flag ;\n",
      "\t\tTEMP_ADJUSTED_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tTEMP_ADJUSTED_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tTEMP_ADJUSTED_QC:valid_min = 0 ;\n",
      "\t\tTEMP_ADJUSTED_QC:valid_max = 9 ;\n",
      "\t\tTEMP_ADJUSTED_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 PSAL(TIME, DEPTH) ;\n",
      "\t\tPSAL:standard_name = sea_water_practical_salinity ;\n",
      "\t\tPSAL:long_name = Practical salinity ;\n",
      "\t\tPSAL:units = 0.001 ;\n",
      "\t\tPSAL:data_mode = R ;\n",
      "\t\tPSAL:ancillary_variables = PSAL_QC ;\n",
      "\tfloat32 PSAL_QC(TIME, DEPTH) ;\n",
      "\t\tPSAL_QC:long_name = Practical salinity quality flag ;\n",
      "\t\tPSAL_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tPSAL_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tPSAL_QC:valid_min = 0 ;\n",
      "\t\tPSAL_QC:valid_max = 9 ;\n",
      "\t\tPSAL_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 PSAL_ADJUSTED(TIME, DEPTH) ;\n",
      "\t\tPSAL_ADJUSTED:standard_name = sea_water_practical_salinity ;\n",
      "\t\tPSAL_ADJUSTED:long_name = Practical salinity adjusted ;\n",
      "\t\tPSAL_ADJUSTED:units = 0.001 ;\n",
      "\t\tPSAL_ADJUSTED:data_mode = R ;\n",
      "\t\tPSAL_ADJUSTED:ancillary_variables = PSAL_ADJUSTED_QC ;\n",
      "\tfloat32 PSAL_ADJUSTED_QC(TIME, DEPTH) ;\n",
      "\t\tPSAL_ADJUSTED_QC:long_name = Practical salinity adjusted quality flag ;\n",
      "\t\tPSAL_ADJUSTED_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tPSAL_ADJUSTED_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tPSAL_ADJUSTED_QC:valid_min = 0 ;\n",
      "\t\tPSAL_ADJUSTED_QC:valid_max = 9 ;\n",
      "\t\tPSAL_ADJUSTED_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 DOX2(TIME, DEPTH) ;\n",
      "\t\tDOX2:standard_name = moles_of_oxygen_per_unit_mass_in_sea_water ;\n",
      "\t\tDOX2:long_name = Dissolved oxygen ;\n",
      "\t\tDOX2:units = µmol kg-1 ;\n",
      "\t\tDOX2:data_mode = R ;\n",
      "\t\tDOX2:ancillary_variables = DOX2_QC ;\n",
      "\tfloat32 DOX2_QC(TIME, DEPTH) ;\n",
      "\t\tDOX2_QC:long_name = Dissolved oxygen quality flag ;\n",
      "\t\tDOX2_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tDOX2_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tDOX2_QC:valid_min = 0 ;\n",
      "\t\tDOX2_QC:valid_max = 9 ;\n",
      "\t\tDOX2_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 BBP700(TIME, DEPTH) ;\n",
      "\t\tBBP700:standard_name = BBP700 ;\n",
      "\t\tBBP700:long_name = Particle backscattering at 700 nm ;\n",
      "\t\tBBP700:units = m-1 ;\n",
      "\t\tBBP700:data_mode = R ;\n",
      "\t\tBBP700:ancillary_variables = BBP700_QC ;\n",
      "\tfloat32 BBP700_QC(TIME, DEPTH) ;\n",
      "\t\tBBP700_QC:long_name = Particle backscattering at 700 nm quality flag ;\n",
      "\t\tBBP700_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tBBP700_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tBBP700_QC:valid_min = 0 ;\n",
      "\t\tBBP700_QC:valid_max = 9 ;\n",
      "\t\tBBP700_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 BBP700_ADJUSTED(TIME, DEPTH) ;\n",
      "\t\tBBP700_ADJUSTED:standard_name = BBP700_ADJUSTED ;\n",
      "\t\tBBP700_ADJUSTED:long_name = Particle backscattering at 700 nm adjusted ;\n",
      "\t\tBBP700_ADJUSTED:units = m-1 ;\n",
      "\t\tBBP700_ADJUSTED:data_mode = R ;\n",
      "\t\tBBP700_ADJUSTED:ancillary_variables = BBP700_ADJUSTED_QC ;\n",
      "\tfloat32 BBP700_ADJUSTED_QC(TIME, DEPTH) ;\n",
      "\t\tBBP700_ADJUSTED_QC:long_name = Particle backscattering at 700 nm adjusted quality flag ;\n",
      "\t\tBBP700_ADJUSTED_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tBBP700_ADJUSTED_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tBBP700_ADJUSTED_QC:valid_min = 0 ;\n",
      "\t\tBBP700_ADJUSTED_QC:valid_max = 9 ;\n",
      "\t\tBBP700_ADJUSTED_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 CPHL(TIME, DEPTH) ;\n",
      "\t\tCPHL:standard_name = mass_concentration_of_chlorophyll_a_in_sea_water ;\n",
      "\t\tCPHL:long_name = Chlorophyll-a ;\n",
      "\t\tCPHL:units = mg m-3 ;\n",
      "\t\tCPHL:data_mode = R ;\n",
      "\t\tCPHL:ancillary_variables = CPHL_QC ;\n",
      "\tfloat32 CPHL_QC(TIME, DEPTH) ;\n",
      "\t\tCPHL_QC:long_name = Chlorophyll-a quality flag ;\n",
      "\t\tCPHL_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tCPHL_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tCPHL_QC:valid_min = 0 ;\n",
      "\t\tCPHL_QC:valid_max = 9 ;\n",
      "\t\tCPHL_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 CPHL_ADJUSTED(TIME, DEPTH) ;\n",
      "\t\tCPHL_ADJUSTED:standard_name = mass_concentration_of_chlorophyll_a_in_sea_water ;\n",
      "\t\tCPHL_ADJUSTED:long_name = Chlorophyll-a adjusted ;\n",
      "\t\tCPHL_ADJUSTED:units = mg m-3 ;\n",
      "\t\tCPHL_ADJUSTED:data_mode = R ;\n",
      "\t\tCPHL_ADJUSTED:ancillary_variables = CPHL_ADJUSTED_QC CPHL_ADJUSTED_ERROR ;\n",
      "\tfloat32 CPHL_ADJUSTED_QC(TIME, DEPTH) ;\n",
      "\t\tCPHL_ADJUSTED_QC:long_name = Chlorophyll-a adjusted quality flag ;\n",
      "\t\tCPHL_ADJUSTED_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tCPHL_ADJUSTED_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tCPHL_ADJUSTED_QC:valid_min = 0 ;\n",
      "\t\tCPHL_ADJUSTED_QC:valid_max = 9 ;\n",
      "\t\tCPHL_ADJUSTED_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 CPHL_ADJUSTED_ERROR(TIME, DEPTH) ;\n",
      "\t\tCPHL_ADJUSTED_ERROR:standard_name = CPHL_ADJUSTED_ERROR ;\n",
      "\t\tCPHL_ADJUSTED_ERROR:long_name = Chlorophyll-a adjusted error ;\n",
      "\t\tCPHL_ADJUSTED_ERROR:units = mg m-3 ;\n",
      "\tfloat64 NTAW(TIME, DEPTH) ;\n",
      "\t\tNTAW:standard_name = moles_of_nitrate_per_unit_mass_in_sea_water ;\n",
      "\t\tNTAW:long_name = Nitrate (NO3-N) ;\n",
      "\t\tNTAW:units = µmol kg-1 ;\n",
      "\t\tNTAW:data_mode = R ;\n",
      "\t\tNTAW:ancillary_variables = NTAW_QC ;\n",
      "\tfloat32 NTAW_QC(TIME, DEPTH) ;\n",
      "\t\tNTAW_QC:long_name = Nitrate (NO3-N) quality flag ;\n",
      "\t\tNTAW_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tNTAW_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tNTAW_QC:valid_min = 0 ;\n",
      "\t\tNTAW_QC:valid_max = 9 ;\n",
      "\t\tNTAW_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\tfloat64 PHPH(TIME, DEPTH) ;\n",
      "\t\tPHPH:standard_name = sea_water_ph_reported_on_total_scale ;\n",
      "\t\tPHPH:long_name = Ph ;\n",
      "\t\tPHPH:units = 1 ;\n",
      "\t\tPHPH:data_mode = R ;\n",
      "\t\tPHPH:ancillary_variables = PHPH_QC ;\n",
      "\tfloat32 PHPH_QC(TIME, DEPTH) ;\n",
      "\t\tPHPH_QC:long_name = Ph quality flag ;\n",
      "\t\tPHPH_QC:conventions = Copernicus Marine In Situ reference table 2 ;\n",
      "\t\tPHPH_QC:flag_meanings = no_qc_performed good_data probably_good_data bad_data_that_are_potentially_correctable bad_data value_changed value_below_detection nominal_value interpolated_value missing_value ;\n",
      "\t\tPHPH_QC:valid_min = 0 ;\n",
      "\t\tPHPH_QC:valid_max = 9 ;\n",
      "\t\tPHPH_QC:flag_values = [0 1 2 3 4 5 6 7 8 9] ;\n",
      "\n",
      "// global attributes:\n",
      "\t:data_type = OceanSITES vertical profile ;\n",
      "\t:format_version = 1.4 ;\n",
      "\t:platform_code = 5906486 ;\n",
      "\t:institution = University of Washington (Seattle) ;\n",
      "\t:institution_edmo_code = 3839 ;\n",
      "\t:site_code =   ;\n",
      "\t:wmo_platform_code = 5906486 ;\n",
      "\t:coriolis_platform_code = 5906486 ;\n",
      "\t:platform_name = 9403 ;\n",
      "\t:ices_platform_code =   ;\n",
      "\t:source = drifting subsurface profiling float ;\n",
      "\t:source_platform_category_code = 46 ;\n",
      "\t:wmo_inst_type = 846 ;\n",
      "\t:references = http://marine.copernicus.eu http://www.marineinsitu.eu ;\n",
      "\t:comment =   ;\n",
      "\t:Conventions = CF-1.6 Copernicus-InSituTAC-FormatManual-1.42 Copernicus-InSituTAC-SRD-1.5 Copernicus-InSituTAC-ParametersList-3.2.1 ;\n",
      "\t:netcdf_version = netCDF-4 classic model ;\n",
      "\t:title = Global Ocean - In Situ Observation Copernicus ;\n",
      "\t:summary =   ;\n",
      "\t:naming_authority = Copernicus Marine In Situ ;\n",
      "\t:id = GL_PR_PF_5906486 ;\n",
      "\t:cdm_data_type = profile ;\n",
      "\t:area = Global Ocean ;\n",
      "\t:bottom_depth =   ;\n",
      "\t:institution_references =   ;\n",
      "\t:contact = cmems-service@ifremer.fr ;\n",
      "\t:data_assembly_center = Ifremer ;\n",
      "\t:pi_name = STEPHEN RISER/KEN JOHNSON ;\n",
      "\t:distribution_statement = These data follow Copernicus standards; they are public and free of charge. User assumes all risk for use of data. User must display citation in any publication or product using data. User must contact PI prior to any commercial use of data. ;\n",
      "\t:citation = These data were collected and made freely available by the Copernicus project and the programs that contribute to it.  ;\n",
      "\t:update_interval = P1D ;\n",
      "\t:qc_manual = Recommendations for in-situ data Near Real Time Quality Control https://doi.org/10.13155/36230 ;\n",
      "\t:doi = https://doi.org/10.13155/59938 https://doi.org/10.13155/40846 https://doi.org/10.13155/53381 https://doi.org/10.13155/36230 https://doi.org/10.13155/43494 ;\n",
      "\t:geospatial_lat_min = 11.08700 ;\n",
      "\t:geospatial_lat_max = 12.02100 ;\n",
      "\t:geospatial_lon_min = -95.84400 ;\n",
      "\t:geospatial_lon_max = -94.52300 ;\n",
      "\t:geospatial_vertical_min = 4.30 ;\n",
      "\t:geospatial_vertical_max = 1999.52 ;\n",
      "\t:time_coverage_start = 2022-01-03T19:04:19Z ;\n",
      "\t:time_coverage_end = 2022-03-06T23:45:49Z ;\n",
      "\t:last_date_observation = 2022-03-06T23:45:49Z ;\n",
      "\t:last_latitude_observation = 11.08700 ;\n",
      "\t:last_longitude_observation = -95.48500 ;\n",
      "\t:date_update = 2022-03-13T18:22:59Z ;\n",
      "\t:history = 2022-03-13T18:22:59Z : Creation ;\n",
      "\t:data_mode = R ;\n",
      "}"
     ]
    }
   ],
   "source": [
    "sr1.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "cd061304-6fe5-462b-a35f-df33ce2172a3",
   "metadata": {},
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (2468687111.py, line 1)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;36m  File \u001b[0;32m\"/tmp/ipykernel_2482/2468687111.py\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    ncrcat GL_PR_PF_5906486.nc GL_PR_PF_5906507.nc  -O precip_all.nc\u001b[0m\n\u001b[0m           ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "ncrcat GL_PR_PF_5906486.nc GL_PR_PF_5906507.nc  -O precip_all.nc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "68944fc3-774b-46a7-8e9e-6af7e95078e0",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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