test_opendap.ipynb

{
 "metadata": {
  "name": "",
  "signature": "sha256:8d2263d77006985d455b8227d8ff5a2b7d88c7cc97be18be4c3c4b721544ea7b"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import netCDF4\n",
      "import matplotlib.pylab as plt"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 1
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# make the URL that points to the Whroo L6 file on the OzFlux DAP server\n",
      "dappath = \"http://dap.ozflux.org.au/\"\n",
      "dapname = \"/thredds/dodsC/ozflux/sites/Whroo/L6/Whroo_2012_to_2013_L6.nc\"\n",
      "dapfullname = dappath+dapname"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 2
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# open the remore file\n",
      "root = netCDF4.Dataset(dapfullname)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 3
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# print the dimensions\n",
      "for item in root.dimensions:\n",
      "    print item+\": \",root.dimensions[item]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "latitude:  <type 'netCDF4.Dimension'>: name = 'latitude', size = 1\n",
        "\n",
        "longitude:  <type 'netCDF4.Dimension'>: name = 'longitude', size = 1\n",
        "\n",
        "time:  <type 'netCDF4.Dimension'>: name = 'time', size = 35087\n",
        "\n"
       ]
      }
     ],
     "prompt_number": 4
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# print a list of variables and their attributes\n",
      "for item in root.variables:\n",
      "    print item+\": \",root.variables[item]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "latitude:  <type 'netCDF4.Variable'>\n",
        "float64 latitude(latitude)\n",
        "    long_name: latitude\n",
        "    standard_name: latitude\n",
        "    units: degrees north\n",
        "unlimited dimensions: \n",
        "current shape = (1,)\n",
        "filling off\n",
        "\n",
        "longitude:  <type 'netCDF4.Variable'>\n",
        "float64 longitude(longitude)\n",
        "    long_name: longitude\n",
        "    standard_name: longitude\n",
        "    units: degrees east\n",
        "unlimited dimensions: \n",
        "current shape = (1,)\n",
        "filling off\n",
        "\n",
        "time:  <type 'netCDF4.Variable'>\n",
        "float32 time(time)\n",
        "    units: days since 1800-01-01 00:00:00.0\n",
        "    long_name: time\n",
        "    standard_name: time\n",
        "    coverage_L6: 100\n",
        "    calendar: gregorian\n",
        "unlimited dimensions: \n",
        "current shape = (35087,)\n",
        "filling off\n",
        "\n",
        "crs:  <type 'netCDF4.Variable'>\n",
        "int32 crs()\n",
        "    grid_mapping_name: latitude_longitude\n",
        "    long_name: WGS 1984 datum\n",
        "    longitude_of_prime_meridian: 0.0\n",
        "    semi_major_axis: 6378137.0\n",
        "    inverse_flattening: 298.257223563\n",
        "unlimited dimensions: \n",
        "current shape = ()\n",
        "filling off\n",
        "\n",
        "Day:  <type 'netCDF4.Variable'>\n",
        "int32 Day(time, latitude, longitude)\n",
        "    long_name: Day\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Day_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Day_QCFlag(time, latitude, longitude)\n",
        "    long_name: DayQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Hdh:  <type 'netCDF4.Variable'>\n",
        "float64 Hdh(time, latitude, longitude)\n",
        "    long_name: Decimal hour of the day\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Hdh_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Hdh_QCFlag(time, latitude, longitude)\n",
        "    long_name: HdhQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Hour:  <type 'netCDF4.Variable'>\n",
        "int32 Hour(time, latitude, longitude)\n",
        "    long_name: Hour\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Hour_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Hour_QCFlag(time, latitude, longitude)\n",
        "    long_name: HourQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Minute:  <type 'netCDF4.Variable'>\n",
        "int32 Minute(time, latitude, longitude)\n",
        "    long_name: Minute\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Minute_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Minute_QCFlag(time, latitude, longitude)\n",
        "    long_name: MinuteQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Month:  <type 'netCDF4.Variable'>\n",
        "int32 Month(time, latitude, longitude)\n",
        "    long_name: Month\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Month_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Month_QCFlag(time, latitude, longitude)\n",
        "    long_name: MonthQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Second:  <type 'netCDF4.Variable'>\n",
        "int32 Second(time, latitude, longitude)\n",
        "    long_name: Second\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Second_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Second_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: SecondQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Year:  <type 'netCDF4.Variable'>\n",
        "int32 Year(time, latitude, longitude)\n",
        "    long_name: Year\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 100\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L3: 100\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Year_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Year_QCFlag(time, latitude, longitude)\n",
        "    long_name: YearQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "xlDateTime:  <type 'netCDF4.Variable'>\n",
        "float64 xlDateTime(time, latitude, longitude)\n",
        "    coverage_L3: 100\n",
        "    cf_role: timeseries_id\n",
        "    coverage_L2: 100\n",
        "    long_name: Date/time in Excel format\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: days since 1899-12-31 00:00:00 +9:30\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "xlDateTime_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 xlDateTime_QCFlag(time, latitude, longitude)\n",
        "    long_name: xlDateTimeQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ah:  <type 'netCDF4.Variable'>\n",
        "float32 Ah(time, latitude, longitude)\n",
        "    instrument: HMP45C\n",
        "    ancillary_variables: Ah_HMP_16m QC flag\n",
        "    serial_number: ?\n",
        "    height: 16m\n",
        "    coverage_L2: 98\n",
        "    long_name: Merged from Ah_HMP_16m, Ah_7500_Av, Ah_LI840_32m, Ah_HMP_8m, Ah_HMP_4m, Ah_HMP_2m, Ah_HMP_1m, Ah_HMP_32m, merged from Ah, Ah_acc, Ah_cli\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: g/m3\n",
        "    coverage_L3: 99\n",
        "    valid_range: 0,30\n",
        "    rangecheck_upper: [30]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ah_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Ah_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: AhQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Cc:  <type 'netCDF4.Variable'>\n",
        "float32 Cc(time, latitude, longitude)\n",
        "    ExcludeDates_0: ['2012-06-01 00:00','2012-06-24 00:00']\n",
        "    long_name: converted to umol/mol, merged from Cc, Cc_cli\n",
        "    ExcludeDates_1: ['2012-05-31 03:30','2012-05-31 10:30']\n",
        "    ancillary_variables: not defined\n",
        "    serial_number: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 88\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    ExcludeDates_2: ['2012-08-13 04:00','2012-08-13 10:30']\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: umol/mol\n",
        "    coverage_L3: 88\n",
        "    valid_range: 250,900\n",
        "    rangecheck_upper: [900]*12\n",
        "    rangecheck_lower: [250]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Cc_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Cc_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: CcQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "EVI:  <type 'netCDF4.Variable'>\n",
        "float32 EVI(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: MODIS EVI, 250m, interpolated\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: none\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "EVI_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 EVI_QCFlag(time, latitude, longitude)\n",
        "    long_name: EVIQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fa:  <type 'netCDF4.Variable'>\n",
        "float32 Fa(time, latitude, longitude)\n",
        "    long_name: Available energy using Fn,Fg, merged from Fa, Fa_acc, Fa_cli\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L3: 96\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fa_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fa_QCFlag(time, latitude, longitude)\n",
        "    long_name: FaQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fc:  <type 'netCDF4.Variable'>\n",
        "float32 Fc(time, latitude, longitude)\n",
        "    coverage_L3: 89\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: converted to umol/m2/s, merged from Fc, Fc_SOLO\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    instrument: not defined\n",
        "    coverage_L4: 89\n",
        "    coverage_L5: 100\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    valid_range: -15,10\n",
        "    rangecheck_upper: [10]*12\n",
        "    rangecheck_lower: [-15]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fc_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fc_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: FcQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fc_storage:  <type 'netCDF4.Variable'>\n",
        "float32 Fc_storage(time, latitude, longitude)\n",
        "    long_name: converted to umol/m2/s\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L3: 87\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 91\n",
        "    coverage_L4: 87\n",
        "    coverage_L5: 87\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fc_storage_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fc_storage_QCFlag(time, latitude, longitude)\n",
        "    long_name: Fc_storageQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fe:  <type 'netCDF4.Variable'>\n",
        "float32 Fe(time, latitude, longitude)\n",
        "    long_name: WPL corrected Fe, merged from Fe, Fe_SOLO\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    coverage_L3: 91\n",
        "    standard_name: surface_upward_latent_heat_flux\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 91\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    serial_number: not defined\n",
        "    valid_range: -100,190\n",
        "    rangecheck_upper: [300,350,300,280,200,200,200,190,200,230,255,300]\n",
        "    rangecheck_lower: [-100]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fe_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fe_QCFlag(time, latitude, longitude)\n",
        "    long_name: FeQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fg:  <type 'netCDF4.Variable'>\n",
        "float32 Fg(time, latitude, longitude)\n",
        "    long_name: Soil heat flux corrected for storage, merged from Fg, Fg_acc, Fg_cli\n",
        "    ancillary_variables: not defined\n",
        "    serial_number: not defined\n",
        "    height: not defined\n",
        "    coverage_L2: 98\n",
        "    instrument: not defined\n",
        "    standard_name: downward_heat_flux_in_soil\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    coverage_L3: 98\n",
        "    valid_range: -100,300\n",
        "    rangecheck_upper: [300]*12\n",
        "    rangecheck_lower: [-100]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fg_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fg_QCFlag(time, latitude, longitude)\n",
        "    long_name: FgQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fh:  <type 'netCDF4.Variable'>\n",
        "float32 Fh(time, latitude, longitude)\n",
        "    coverage_L3: 91\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Sensible heat flux from virtual heat flux, merged from Fh, Fh_SOLO\n",
        "    standard_name: surface_upward_sensible_heat_flux\n",
        "    coverage_L6: 100\n",
        "    instrument: not defined\n",
        "    coverage_L4: 91\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    serial_number: not defined\n",
        "    valid_range: -100,650\n",
        "    rangecheck_upper: [650]*12\n",
        "    rangecheck_lower: [-100]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fh_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fh_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: FhQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fld:  <type 'netCDF4.Variable'>\n",
        "float32 Fld(time, latitude, longitude)\n",
        "    instrument: Kipp and Zonen CNR4\n",
        "    ancillary_variables: Fld QC flag\n",
        "    serial_number: ?\n",
        "    height: 36m\n",
        "    coverage_L2: 99\n",
        "    long_name: Down-welling long wave\", merged from Fld, Fld_acc, Fld_cli\n",
        "    standard_name: surface_downwelling_longwave_flux_in_air\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    coverage_L3: 99\n",
        "    valid_range: 250,700\n",
        "    rangecheck_upper: [700]*12\n",
        "    rangecheck_lower: [250]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fld_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fld_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: FldQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Flu:  <type 'netCDF4.Variable'>\n",
        "float32 Flu(time, latitude, longitude)\n",
        "    instrument: Kipp and Zonen CNR4\n",
        "    ancillary_variables: Flu QC flag\n",
        "    serial_number: ?\n",
        "    height: 36m\n",
        "    coverage_L2: 99\n",
        "    long_name: Up-welling long wave, merged from Flu, Flu_acc, Flu_cli\n",
        "    standard_name: surface_upwelling_longwave_flux_in_air\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    coverage_L3: 99\n",
        "    valid_range: 250,700\n",
        "    rangecheck_upper: [700]*12\n",
        "    rangecheck_lower: [250]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Flu_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Flu_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: FluQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fm:  <type 'netCDF4.Variable'>\n",
        "float32 Fm(time, latitude, longitude)\n",
        "    coverage_L3: 98\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Momentum flux, rotated to natural wind coordinates\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 98\n",
        "    instrument: not defined\n",
        "    coverage_L4: 98\n",
        "    coverage_L5: 98\n",
        "    units: kg/m/s2\n",
        "    serial_number: not defined\n",
        "    valid_range: -2,3.7\n",
        "    rangecheck_upper: [3.7]*12\n",
        "    rangecheck_lower: [-2]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fm_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fm_QCFlag(time, latitude, longitude)\n",
        "    long_name: FmQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fn:  <type 'netCDF4.Variable'>\n",
        "float32 Fn(time, latitude, longitude)\n",
        "    coverage_L3: 98\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Calculated net radiation using Fsd,Fsu,Fld,Flu, merged from Fn, Fn_acc, Fn_cli\n",
        "    standard_name: surface_net_allwave_radiation\n",
        "    coverage_L6: 100\n",
        "    instrument: not defined\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    serial_number: not defined\n",
        "    valid_range: -150,1100\n",
        "    rangecheck_upper: [1100]*12\n",
        "    rangecheck_lower: [-150]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fn_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fn_QCFlag(time, latitude, longitude)\n",
        "    long_name: FnQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre:  <type 'netCDF4.Variable'>\n",
        "float32 Fre(time, latitude, longitude)\n",
        "    long_name: Ecosystem respiration (observed)\n",
        "    ustar_threshold_1: ['2013-01-01 00:30', '2014-01-01 00:00', 0.4]\n",
        "    ustar_threshold_0: ['2012-01-01 00:30', '2013-01-01 00:00', 0.4]\n",
        "    ancillary_variables: not defined\n",
        "    Fsd_threshold: 10.0\n",
        "    height: not defined\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 19\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_QCFlag(time, latitude, longitude)\n",
        "    long_name: FreQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_FFNET:  <type 'netCDF4.Variable'>\n",
        "float32 Fre_FFNET(time, latitude, longitude)\n",
        "    long_name: Ecosystem respiration (observed), merged from Fre, Fre_FFNET_all\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 19\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_FFNET_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_FFNET_QCFlag(time, latitude, longitude)\n",
        "    long_name: Fre_FFNETQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_FFNET_all:  <type 'netCDF4.Variable'>\n",
        "float64 Fre_FFNET_all(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 0\n",
        "    units: not defined\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_FFNET_all_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_FFNET_all_QCFlag(time, latitude, longitude)\n",
        "    long_name: Fre_FFNET_allQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_LL:  <type 'netCDF4.Variable'>\n",
        "float32 Fre_LL(time, latitude, longitude)\n",
        "    long_name: Ecosystem respiration (observed), merged from Fre\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 19\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_LL_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_LL_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: Fre_LLQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_LT:  <type 'netCDF4.Variable'>\n",
        "float32 Fre_LT(time, latitude, longitude)\n",
        "    long_name: Ecosystem respiration (observed), merged from Fre\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 19\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_LT_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_LT_QCFlag(time, latitude, longitude)\n",
        "    long_name: Fre_LTQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_SOLO:  <type 'netCDF4.Variable'>\n",
        "float32 Fre_SOLO(time, latitude, longitude)\n",
        "    long_name: Ecosystem respiration (observed), merged from Fre, Fre_SOLO_all\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    instrument: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 19\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_SOLO_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_SOLO_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: Fre_SOLOQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_SOLO_all:  <type 'netCDF4.Variable'>\n",
        "float64 Fre_SOLO_all(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: not defined\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 0\n",
        "    units: not defined\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fre_SOLO_all_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 Fre_SOLO_all_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: Fre_SOLO_allQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fsd:  <type 'netCDF4.Variable'>\n",
        "float32 Fsd(time, latitude, longitude)\n",
        "    instrument: Kipp and Zonen CNR4\n",
        "    ancillary_variables: Fsd QC flag\n",
        "    serial_number: ?\n",
        "    height: 36m\n",
        "    coverage_L2: 98\n",
        "    long_name: Down-welling short wave, merged from Fsd, Fsd_acc, Fsd_cli\n",
        "    standard_name: surface_downwelling_shortwave_flux_in_air\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    coverage_L3: 98\n",
        "    valid_range: -10,1500\n",
        "    rangecheck_upper: [1500]*12\n",
        "    rangecheck_lower: [-10]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fsd_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fsd_QCFlag(time, latitude, longitude)\n",
        "    long_name: FsdQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fsu:  <type 'netCDF4.Variable'>\n",
        "float32 Fsu(time, latitude, longitude)\n",
        "    instrument: Kipp and Zonen CNR4\n",
        "    ancillary_variables: Fsu QC flag\n",
        "    serial_number: ?\n",
        "    height: 36m\n",
        "    coverage_L2: 99\n",
        "    long_name: Up-welling short wave, merged from Fsu, Fsu_acc, Fsu_cli\n",
        "    standard_name: surface_upwelling_shortwave_flux_in_air\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: W/m2\n",
        "    coverage_L3: 99\n",
        "    valid_range: -10,200\n",
        "    rangecheck_upper: [200]*12\n",
        "    rangecheck_lower: [-10]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Fsu_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Fsu_QCFlag(time, latitude, longitude)\n",
        "    long_name: FsuQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "GPP_FFNET:  <type 'netCDF4.Variable'>\n",
        "float64 GPP_FFNET(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Gross Primary Productivity calculated from NEE_FFNET (NEE)  and Fre_FFNET (Fre)\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "GPP_FFNET_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 GPP_FFNET_QCFlag(time, latitude, longitude)\n",
        "    long_name: GPP_FFNETQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "GPP_SOLO:  <type 'netCDF4.Variable'>\n",
        "float64 GPP_SOLO(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Gross Primary Productivity calculated from NEE_SOLO (NEE)  and Fre_SOLO (Fre)\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "GPP_SOLO_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 GPP_SOLO_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: GPP_SOLOQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "NEE_FFNET:  <type 'netCDF4.Variable'>\n",
        "float64 NEE_FFNET(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    comment1: Fsd threshold used was 10.0\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Net Ecosystem Exchange calculated from Fc (Fc)  and Fre_FFNET (Fre)\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 68\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "NEE_FFNET_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 NEE_FFNET_QCFlag(time, latitude, longitude)\n",
        "    long_name: NEE_FFNETQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "NEE_SOLO:  <type 'netCDF4.Variable'>\n",
        "float64 NEE_SOLO(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    comment1: Fsd threshold used was 10.0\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Net Ecosystem Exchange calculated from Fc (Fc)  and Fre_SOLO (Fre)\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 68\n",
        "    units: umol/m2/s\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "NEE_SOLO_QCFlag:  <type 'netCDF4.Variable'>\n",
        "int32 NEE_SOLO_QCFlag(time, latitude, longitude)\n",
        "    long_name: NEE_SOLOQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Precip:  <type 'netCDF4.Variable'>\n",
        "float32 Precip(time, latitude, longitude)\n",
        "    ExcludeDates_0: ['2012-01-01 00:00','2013-01-01 00:00']\n",
        "    long_name: Rainfall, 30 minute total, merged from Precip, Precip_bios\n",
        "    ancillary_variables: Precip QC flag\n",
        "    height: 0.6m\n",
        "    coverage_L2: 0\n",
        "    instrument: Hydrological Services CS7000\n",
        "    standard_name: rainfall_amount\n",
        "    coverage_L3: 0\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: mm\n",
        "    serial_number: ?\n",
        "    valid_range: 0,50\n",
        "    rangecheck_upper: [50]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Precip_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Precip_QCFlag(time, latitude, longitude)\n",
        "    long_name: PrecipQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "RH:  <type 'netCDF4.Variable'>\n",
        "float32 RH(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Relative humidity\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: %\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "RH_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 RH_QCFlag(time, latitude, longitude)\n",
        "    long_name: RHQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Sws:  <type 'netCDF4.Variable'>\n",
        "float32 Sws(time, latitude, longitude)\n",
        "    instrument: Campbell Scientific CS616\n",
        "    ancillary_variables: Sws_10cma QC flag\n",
        "    serial_number: ?\n",
        "    height: -0.1m\n",
        "    coverage_L2: 98\n",
        "    long_name: Element-wise average of series Sws_10cma, Sws_10cmb, Sws_10cmc, Sws_10cmd, merged from Sws, Sws_bios\n",
        "    standard_name: soil_moisture_content\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: frac\n",
        "    coverage_L3: 98\n",
        "    valid_range: 0,0.7\n",
        "    rangecheck_upper: [0.70]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Sws_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Sws_QCFlag(time, latitude, longitude)\n",
        "    long_name: SwsQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ta:  <type 'netCDF4.Variable'>\n",
        "float32 Ta(time, latitude, longitude)\n",
        "    instrument: HMP45C\n",
        "    ancillary_variables: Ta_HMP_16m QC flag\n",
        "    serial_number: ?\n",
        "    height: 16m\n",
        "    coverage_L2: 98\n",
        "    long_name: Merged from Ta_HMP_16m, Ta_CSAT, Ta_HMP_8m, Ta_HMP_4m, Ta_HMP_2m, Ta_HMP_1m, Ta_HMP_32m, merged from Ta, Ta_acc, Ta_cli\n",
        "    standard_name: air_temperature\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: C\n",
        "    coverage_L3: 99\n",
        "    valid_range: -10,50\n",
        "    rangecheck_upper: [50]*12\n",
        "    rangecheck_lower: [-10]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ta_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Ta_QCFlag(time, latitude, longitude)\n",
        "    long_name: TaQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ts:  <type 'netCDF4.Variable'>\n",
        "float32 Ts(time, latitude, longitude)\n",
        "    instrument: Campbell Scientific TCAV\n",
        "    ancillary_variables: Ts_8cma QC flag\n",
        "    serial_number: ?\n",
        "    height: -0.08m\n",
        "    coverage_L2: 98\n",
        "    long_name: Element-wise average of series Ts_8cma, Ts_8cmb, Ts_8cmc, Ts_8cmd, merged from Ts, Ts_acc, Ts_cli\n",
        "    standard_name: soil_temperature\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: C\n",
        "    coverage_L3: 98\n",
        "    valid_range: 0,60\n",
        "    rangecheck_upper: [60]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ts_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Ts_QCFlag(time, latitude, longitude)\n",
        "    long_name: TsQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Wd:  <type 'netCDF4.Variable'>\n",
        "float32 Wd(time, latitude, longitude)\n",
        "    instrument: RM Young\n",
        "    ancillary_variables: Wd_32m QC flag\n",
        "    serial_number: ?\n",
        "    height: 32m\n",
        "    coverage_L2: 98\n",
        "    long_name: Merged from Wd_RMY_32m, Wd_CSAT\n",
        "    standard_name: wind_from_direction\n",
        "    coverage_L6: 99\n",
        "    coverage_L4: 99\n",
        "    coverage_L5: 99\n",
        "    units: deg\n",
        "    coverage_L3: 99\n",
        "    valid_range: 0,360\n",
        "    rangecheck_upper: [360]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Wd_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Wd_QCFlag(time, latitude, longitude)\n",
        "    units: none\n",
        "    long_name: WdQC flag\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ws:  <type 'netCDF4.Variable'>\n",
        "float32 Ws(time, latitude, longitude)\n",
        "    instrument: RM Young\n",
        "    ancillary_variables: Ws_32m QC flag\n",
        "    serial_number: ?\n",
        "    height: 32m\n",
        "    coverage_L2: 98\n",
        "    long_name: Merged from Ws_RMY_32m, Ws_CSAT, merged from Ws, Ws_acc, Ws_cli\n",
        "    standard_name: wind_speed\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: m/s\n",
        "    coverage_L3: 99\n",
        "    valid_range: 0,30\n",
        "    rangecheck_upper: [30]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "Ws_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 Ws_QCFlag(time, latitude, longitude)\n",
        "    long_name: WsQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "eta:  <type 'netCDF4.Variable'>\n",
        "float32 eta(time, latitude, longitude)\n",
        "    coverage_L3: 98\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Horizontal rotation angle\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 98\n",
        "    instrument: not defined\n",
        "    coverage_L4: 98\n",
        "    coverage_L5: 98\n",
        "    units: deg\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "eta_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 eta_QCFlag(time, latitude, longitude)\n",
        "    long_name: etaQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "ps:  <type 'netCDF4.Variable'>\n",
        "float32 ps(time, latitude, longitude)\n",
        "    instrument: Li-7500\n",
        "    ancillary_variables: ps QC flag\n",
        "    serial_number: ?\n",
        "    height: 36m\n",
        "    coverage_L2: 99\n",
        "    long_name: Air pressure, standard deviation, merged from ps, ps_acc, ps_cli\n",
        "    standard_name: surface_air_pressure\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: kPa\n",
        "    coverage_L3: 99\n",
        "    valid_range: 95,105\n",
        "    rangecheck_upper: [105]*12\n",
        "    rangecheck_lower: [95]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "ps_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 ps_QCFlag(time, latitude, longitude)\n",
        "    long_name: psQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "q:  <type 'netCDF4.Variable'>\n",
        "float32 q(time, latitude, longitude)\n",
        "    instrument: not defined\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Specific humidity\n",
        "    standard_name: specific_humidity\n",
        "    coverage_L6: 100\n",
        "    coverage_L4: 100\n",
        "    coverage_L5: 100\n",
        "    units: kg/kg\n",
        "    serial_number: not defined\n",
        "    missing_value: -9999.0\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "q_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 q_QCFlag(time, latitude, longitude)\n",
        "    long_name: qQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "theta:  <type 'netCDF4.Variable'>\n",
        "float32 theta(time, latitude, longitude)\n",
        "    coverage_L3: 98\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Vertical rotation angle\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 98\n",
        "    instrument: not defined\n",
        "    coverage_L4: 98\n",
        "    coverage_L5: 98\n",
        "    units: deg\n",
        "    serial_number: not defined\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "theta_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 theta_QCFlag(time, latitude, longitude)\n",
        "    long_name: thetaQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "time_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 time_QCFlag(time, latitude, longitude)\n",
        "    long_name: timeQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "ustar:  <type 'netCDF4.Variable'>\n",
        "float32 ustar(time, latitude, longitude)\n",
        "    coverage_L3: 98\n",
        "    ancillary_variables: not defined\n",
        "    height: not defined\n",
        "    long_name: Friction velocity, rotated to natural wind coordinates, merged from ustar, ustar_SOLO\n",
        "    standard_name: not defined\n",
        "    coverage_L6: 100\n",
        "    instrument: not defined\n",
        "    coverage_L4: 98\n",
        "    coverage_L5: 100\n",
        "    units: m/s\n",
        "    serial_number: not defined\n",
        "    valid_range: 0,2\n",
        "    rangecheck_upper: [2]*12\n",
        "    rangecheck_lower: [0]*12\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n",
        "ustar_QCFlag:  <type 'netCDF4.Variable'>\n",
        "float64 ustar_QCFlag(time, latitude, longitude)\n",
        "    long_name: ustarQC flag\n",
        "    units: none\n",
        "unlimited dimensions: \n",
        "current shape = (35087, 1, 1)\n",
        "filling off\n",
        "\n"
       ]
      }
     ],
     "prompt_number": 5
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# get the netCDF time and the CO2 flux\n",
      "time = root.variables[\"time\"][:]\n",
      "Fc = root.variables[\"Fc\"][:]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 6
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# plot the CO2 flux\n",
      "fig=plt.figure()\n",
      "plt.plot(time,Fc[:,0,0])\n",
      "plt.show()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 7
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}