API tools faq
paste
Advertisement
Guest User

Untitled

a guest
Oct 13th, 2016
88
0
Never
Add comment
Not a member of Pastebin yet? Sign Up, it unlocks many cool features!
text 52.61 KB | None | 0 0
raw download clone embed print report
  1. {
  2. "cells": [
  3. {
  4. "metadata": {
  5. "trusted": true,
  6. "collapsed": true
  7. },
  8. "cell_type": "code",
  9. "source": "import copy\nfrom io import BytesIO\nfrom datetime import datetime, timedelta\n\nimport pandas as pd\nfrom owslib.ows import ExceptionReport\nfrom pyoos.collectors.ndbc.ndbc_sos import NdbcSos",
  10. "execution_count": 1,
  11. "outputs": []
  12. },
  13. {
  14. "metadata": {
  15. "trusted": true,
  16. "collapsed": false
  17. },
  18. "cell_type": "code",
  19. "source": "event_date = datetime(2016, 10, 7)\n\nstart = event_date - timedelta(days=4)\nstop = event_date + timedelta(days=3)",
  20. "execution_count": 2,
  21. "outputs": []
  22. },
  23. {
  24. "metadata": {
  25. "trusted": true,
  26. "collapsed": false
  27. },
  28. "cell_type": "code",
  29. "source": "bbox = [-87.40, 24.25, -74.70, 36.70]\ncrs = 'urn:ogc:def:crs:OGC:1.3:CRS84'",
  30. "execution_count": 3,
  31. "outputs": []
  32. },
  33. {
  34. "metadata": {
  35. "trusted": true,
  36. "collapsed": false
  37. },
  38. "cell_type": "code",
  39. "source": "collector_ndbc = NdbcSos()\n\ncollector_ndbc.set_bbox(bbox)\ncollector_ndbc.end_time = stop\ncollector_ndbc.start_time = start\n\nofrs = collector_ndbc.server.offerings\ntitle = collector_ndbc.server.identification.title\n\nprint('{}: {} offerings'.format(title, len(ofrs)))",
  40. "execution_count": 4,
  41. "outputs": [
  42. {
  43. "output_type": "stream",
  44. "text": "National Data Buoy Center SOS: 990 offerings\n",
  45. "name": "stdout"
  46. }
  47. ]
  48. },
  49. {
  50. "metadata": {},
  51. "cell_type": "markdown",
  52. "source": "# Does not work"
  53. },
  54. {
  55. "metadata": {
  56. "trusted": true,
  57. "collapsed": true
  58. },
  59. "cell_type": "code",
  60. "source": "collector_ndbc.variables = ['water_surface_height_above_reference_datum']",
  61. "execution_count": 5,
  62. "outputs": []
  63. },
  64. {
  65. "metadata": {
  66. "trusted": true,
  67. "collapsed": false
  68. },
  69. "cell_type": "code",
  70. "source": "c = copy.copy(collector_ndbc)\nc.features = None\ntry:\n response = c.raw(responseFormat=\"text/csv\")\nexcept ExceptionReport:\n end = c.end_time\n response = c.filter(end=c.start_time).raw(responseFormat=\"text/csv\")\n c.filter(end=end)\ndf = pd.read_csv(BytesIO(response), parse_dates=True)\ng = df.groupby('station_id')\ndf = dict()\nfor station in g.groups.keys():\n df.update({station: g.get_group(station).iloc[0]})\ndf = pd.DataFrame.from_dict(df).T\n\nnames = []\nfor sta in df.index:\n names.extend([offering.description for offering in\n c.server.offerings if sta == offering.name])\ndf['name'] = names\n\ndf",
  71. "execution_count": 6,
  72. "outputs": [
  73. {
  74. "output_type": "error",
  75. "ename": "ServiceException",
  76. "evalue": "water_surface_height_above_reference_datum",
  77. "traceback": [
  78. "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
  79. "\u001b[0;31mServiceException\u001b[0m Traceback (most recent call last)",
  80. "\u001b[0;32m<ipython-input-6-3f35d03aac48>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0mc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfeatures\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 4\u001b[0;31m \u001b[0mresponse\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponseFormat\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"text/csv\"\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;32mexcept\u001b[0m \u001b[0mExceptionReport\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0mend\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mc\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mend_time\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
  81. "\u001b[0;32m/home/filipe/miniconda3/envs/IOOS/lib/python3.4/site-packages/pyoos/collectors/ioos/swe_sos.py\u001b[0m in \u001b[0;36mraw\u001b[0;34m(self, **kwargs)\u001b[0m\n\u001b[1;32m 84\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mraw\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 85\u001b[0m \u001b[0mparams\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msetup_params\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 86\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mserver\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_observation\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m**\u001b[0m\u001b[0mparams\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
  82. "\u001b[0;32m/home/filipe/miniconda3/envs/IOOS/lib/python3.4/site-packages/owslib/swe/observation/sos100.py\u001b[0m in \u001b[0;36mget_observation\u001b[0;34m(self, responseFormat, offerings, observedProperties, eventTime, procedure, method, **kwargs)\u001b[0m\n\u001b[1;32m 198\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 199\u001b[0m response = openURL(base_url, data, method, username=self.username,\n\u001b[0;32m--> 200\u001b[0;31m password=self.password, **url_kwargs).read()\n\u001b[0m\u001b[1;32m 201\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 202\u001b[0m \u001b[0mtr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0metree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfromstring\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresponse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
  83. "\u001b[0;32m/home/filipe/miniconda3/envs/IOOS/lib/python3.4/site-packages/owslib/util.py\u001b[0m in \u001b[0;36mopenURL\u001b[0;34m(url_base, data, method, cookies, username, password, timeout, headers)\u001b[0m\n\u001b[1;32m 207\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mserviceException\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 208\u001b[0m \u001b[0;31m# and we need to deal with some message nesting\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 209\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mServiceException\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'\\n'\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstrip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mt\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mserviceException\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mitertext\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mstr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mt\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstrip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\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[1;32m 210\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 211\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mResponseWrapper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreq\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
  84. "\u001b[0;31mServiceException\u001b[0m: water_surface_height_above_reference_datum"
  85. ]
  86. }
  87. ]
  88. },
  89. {
  90. "metadata": {},
  91. "cell_type": "markdown",
  92. "source": "# Works"
  93. },
  94. {
  95. "metadata": {
  96. "trusted": true,
  97. "collapsed": false
  98. },
  99. "cell_type": "code",
  100. "source": "collector_ndbc.variables = ['sea_water_temperature']",
  101. "execution_count": 7,
  102. "outputs": []
  103. },
  104. {
  105. "metadata": {
  106. "trusted": true,
  107. "collapsed": false,
  108. "scrolled": true
  109. },
  110. "cell_type": "code",
  111. "source": "c = copy.copy(collector_ndbc)\nc.features = None\ntry:\n response = c.raw(responseFormat=\"text/csv\")\nexcept ExceptionReport:\n end = c.end_time\n response = c.filter(end=c.start_time).raw(responseFormat=\"text/csv\")\n c.filter(end=end)\ndf = pd.read_csv(BytesIO(response), parse_dates=True)\ng = df.groupby('station_id')\ndf = dict()\nfor station in g.groups.keys():\n df.update({station: g.get_group(station).iloc[0]})\ndf = pd.DataFrame.from_dict(df).T\n\nnames = []\nfor sta in df.index:\n names.extend([offering.description for offering in\n c.server.offerings if sta == offering.name])\ndf['name'] = names\n\ndf",
  112. "execution_count": 8,
  113. "outputs": [
  114. {
  115. "output_type": "execute_result",
  116. "data": {
  117. "text/html": "<div>\n<table border=\"1\" class=\"dataframe\">\n <thead>\n <tr style=\"text-align: right;\">\n <th></th>\n <th>station_id</th>\n <th>sensor_id</th>\n <th>latitude (degree)</th>\n <th>longitude (degree)</th>\n <th>date_time</th>\n <th>depth (m)</th>\n <th>sea_water_temperature (C)</th>\n <th>name</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>urn:ioos:station:wmo:41002</th>\n <td>urn:ioos:station:wmo:41002</td>\n <td>urn:ioos:sensor:wmo:41002::watertemp1</td>\n <td>32.382</td>\n <td>-75.415</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>1</td>\n <td>28</td>\n <td>S HATTERAS - 250 NM East of Charleston, SC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41004</th>\n <td>urn:ioos:station:wmo:41004</td>\n <td>urn:ioos:sensor:wmo:41004::watertemp1</td>\n <td>32.5</td>\n <td>-79.09</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>0.6</td>\n <td>27.7</td>\n <td>EDISTO - 41 NM Southeast of Charleston, SC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41008</th>\n <td>urn:ioos:station:wmo:41008</td>\n <td>urn:ioos:sensor:wmo:41008::watertemp1</td>\n <td>31.4</td>\n <td>-80.87</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>0.6</td>\n <td>27.8</td>\n <td>GRAYS REEF - 40 NM Southeast of Savannah, GA</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41024</th>\n <td>urn:ioos:station:wmo:41024</td>\n <td>urn:ioos:sensor:wmo:41024::ct1</td>\n <td>33.85</td>\n <td>-78.48</td>\n <td>2016-10-03T00:08:00Z</td>\n <td>1</td>\n <td>27.13</td>\n <td>Sunset Nearshore (SUN2)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41025</th>\n <td>urn:ioos:station:wmo:41025</td>\n <td>urn:ioos:sensor:wmo:41025::watertemp1</td>\n <td>35.01</td>\n <td>-75.4</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>0.6</td>\n <td>28.5</td>\n <td>Diamond Shoals</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41029</th>\n <td>urn:ioos:station:wmo:41029</td>\n <td>urn:ioos:sensor:wmo:41029::ct1</td>\n <td>32.81</td>\n <td>-79.63</td>\n <td>2016-10-03T00:08:00Z</td>\n <td>1</td>\n <td>27.21</td>\n <td>Capers Nearshore (CAP2)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41033</th>\n <td>urn:ioos:station:wmo:41033</td>\n <td>urn:ioos:sensor:wmo:41033::ct1</td>\n <td>32.28</td>\n <td>-80.41</td>\n <td>2016-10-03T00:08:00Z</td>\n <td>0</td>\n <td>27.32</td>\n <td>Fripp Nearshore (FRP 2)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41037</th>\n <td>urn:ioos:station:wmo:41037</td>\n <td>urn:ioos:sensor:wmo:41037::ct1</td>\n <td>33.991</td>\n <td>-77.36</td>\n <td>2016-10-03T00:08:00Z</td>\n <td>0.96</td>\n <td>27.16</td>\n <td>ILM3 - 27 miles SE of Wrightsville Beach, NC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41038</th>\n <td>urn:ioos:station:wmo:41038</td>\n <td>urn:ioos:sensor:wmo:41038::ct1</td>\n <td>34.14</td>\n <td>-77.71</td>\n <td>2016-10-03T00:08:00Z</td>\n <td>0.92</td>\n <td>26.94</td>\n <td>ILM2 - 5 miles SE of Wrightsville, NC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41064</th>\n <td>urn:ioos:station:wmo:41064</td>\n <td>urn:ioos:sensor:wmo:41064::ct1</td>\n <td>34.207</td>\n <td>-76.949</td>\n <td>2016-10-03T00:08:00Z</td>\n <td>0.95</td>\n <td>28.08</td>\n <td>Onslow Bay Outer, NC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41108</th>\n <td>urn:ioos:station:wmo:41108</td>\n <td>urn:ioos:sensor:wmo:41108::watertemp1</td>\n <td>33.721</td>\n <td>-78.015</td>\n <td>2016-10-03T00:26:00Z</td>\n <td>NaN</td>\n <td>27.05</td>\n <td>Wilmington Harbor, NC - 200</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41110</th>\n <td>urn:ioos:station:wmo:41110</td>\n <td>urn:ioos:sensor:wmo:41110::watertemp1</td>\n <td>34.141</td>\n <td>-77.709</td>\n <td>2016-10-03T00:29:00Z</td>\n <td>NaN</td>\n <td>26.9</td>\n <td>Masonboro Inlet, NC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41112</th>\n <td>urn:ioos:station:wmo:41112</td>\n <td>urn:ioos:sensor:wmo:41112::watertemp1</td>\n <td>30.719</td>\n <td>-81.293</td>\n <td>2016-10-03T00:01:00Z</td>\n <td>NaN</td>\n <td>27.95</td>\n <td>Offshore Fernandina Beach, FL (132)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41113</th>\n <td>urn:ioos:station:wmo:41113</td>\n <td>urn:ioos:sensor:wmo:41113::watertemp1</td>\n <td>28.4</td>\n <td>-80.53</td>\n <td>2016-10-03T00:21:00Z</td>\n <td>NaN</td>\n <td>29.35</td>\n <td>Cape Canaveral Nearshore, FL (143)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41114</th>\n <td>urn:ioos:station:wmo:41114</td>\n <td>urn:ioos:sensor:wmo:41114::watertemp1</td>\n <td>27.551</td>\n <td>-80.225</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>28.95</td>\n <td>Fort Pierce, FL (134)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:41159</th>\n <td>urn:ioos:station:wmo:41159</td>\n <td>urn:ioos:sensor:wmo:41159::watertemp1</td>\n <td>34.21</td>\n <td>-76.948</td>\n <td>2016-10-03T00:25:00Z</td>\n <td>-0.46</td>\n <td>28.05</td>\n <td>Onslow Bay Outer (217)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42003</th>\n <td>urn:ioos:station:wmo:42003</td>\n <td>urn:ioos:sensor:wmo:42003::watertemp1</td>\n <td>25.74</td>\n <td>-85.73</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>0.6</td>\n <td>29.6</td>\n <td>E GULF 262 nm South of Panama City, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42013</th>\n <td>urn:ioos:station:wmo:42013</td>\n <td>urn:ioos:sensor:wmo:42013::ct1</td>\n <td>27.169</td>\n <td>-82.926</td>\n <td>2016-10-03T06:00:00Z</td>\n <td>NaN</td>\n <td>29.56</td>\n <td>C10 - Navy-2</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42022</th>\n <td>urn:ioos:station:wmo:42022</td>\n <td>urn:ioos:sensor:wmo:42022::ct1</td>\n <td>27.5</td>\n <td>-83.72</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1</td>\n <td>29.14</td>\n <td>C12 - West Florida Central Buoy</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42023</th>\n <td>urn:ioos:station:wmo:42023</td>\n <td>urn:ioos:sensor:wmo:42023::ct1</td>\n <td>26.064</td>\n <td>-83.074</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1</td>\n <td>29.92</td>\n <td>C13 - West Florida South Buoy</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42036</th>\n <td>urn:ioos:station:wmo:42036</td>\n <td>urn:ioos:sensor:wmo:42036::watertemp1</td>\n <td>28.5</td>\n <td>-84.52</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>0.6</td>\n <td>28.8</td>\n <td>W. TAMPA 106NM West Northwest of Tampa, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42098</th>\n <td>urn:ioos:station:wmo:42098</td>\n <td>urn:ioos:sensor:wmo:42098::watertemp1</td>\n <td>27.59</td>\n <td>-82.931</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>29.7</td>\n <td>Egmont Channel Entrance, FL - 214</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:42099</th>\n <td>urn:ioos:station:wmo:42099</td>\n <td>urn:ioos:sensor:wmo:42099::watertemp1</td>\n <td>27.34</td>\n <td>-84.245</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>29.75</td>\n <td>Offshore St. Petersburg, FL (144)</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:44014</th>\n <td>urn:ioos:station:wmo:44014</td>\n <td>urn:ioos:sensor:wmo:44014::watertemp1</td>\n <td>36.61</td>\n <td>-74.84</td>\n <td>2016-10-03T00:50:00Z</td>\n <td>0.6</td>\n <td>22.8</td>\n <td>64 NM East of Virginia Beach, VA</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:44056</th>\n <td>urn:ioos:station:wmo:44056</td>\n <td>urn:ioos:sensor:wmo:44056::watertemp1</td>\n <td>36.2</td>\n <td>-75.714</td>\n <td>2016-10-03T00:11:00Z</td>\n <td>NaN</td>\n <td>25.15</td>\n <td>Duck FRF, NC</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:44095</th>\n <td>urn:ioos:station:wmo:44095</td>\n <td>urn:ioos:sensor:wmo:44095::watertemp1</td>\n <td>35.583</td>\n <td>-75.317</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>-1</td>\n <td>25.15</td>\n <td>Oregon Inlet, NC - 192</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:bdvf1</th>\n <td>urn:ioos:station:wmo:bdvf1</td>\n <td>urn:ioos:sensor:wmo:bdvf1::ct1</td>\n <td>25.476</td>\n <td>-80.99</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>28.78</td>\n <td>Broad River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:bkyf1</th>\n <td>urn:ioos:station:wmo:bkyf1</td>\n <td>urn:ioos:sensor:wmo:bkyf1::ct1</td>\n <td>25.119</td>\n <td>-80.834</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>31.07</td>\n <td>Buoy Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:bnkf1</th>\n <td>urn:ioos:station:wmo:bnkf1</td>\n <td>urn:ioos:sensor:wmo:bnkf1::ct1</td>\n <td>25.087</td>\n <td>-80.519</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.82</td>\n <td>Butternut Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:bobf1</th>\n <td>urn:ioos:station:wmo:bobf1</td>\n <td>urn:ioos:sensor:wmo:bobf1::ct1</td>\n <td>25.024</td>\n <td>-80.682</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.63</td>\n <td>Bob Allen, FL</td>\n </tr>\n <tr>\n <th>...</th>\n <td>...</td>\n <td>...</td>\n <td>...</td>\n <td>...</td>\n <td>...</td>\n <td>...</td>\n <td>...</td>\n <td>...</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:gbtf1</th>\n <td>urn:ioos:station:wmo:gbtf1</td>\n <td>urn:ioos:sensor:wmo:gbtf1::ct1</td>\n <td>25.17</td>\n <td>-80.797</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>31.75</td>\n <td>Garfield Bight, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:gkyf1</th>\n <td>urn:ioos:station:wmo:gkyf1</td>\n <td>urn:ioos:sensor:wmo:gkyf1::ct1</td>\n <td>24.627</td>\n <td>-82.872</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.22</td>\n <td>Garden Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:hcef1</th>\n <td>urn:ioos:station:wmo:hcef1</td>\n <td>urn:ioos:sensor:wmo:hcef1::ct1</td>\n <td>25.254</td>\n <td>-80.444</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.95</td>\n <td>Highway Creek, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:href1</th>\n <td>urn:ioos:station:wmo:href1</td>\n <td>urn:ioos:sensor:wmo:href1::ct1</td>\n <td>25.424</td>\n <td>-81.06</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>28.19</td>\n <td>Harney River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:jkyf1</th>\n <td>urn:ioos:station:wmo:jkyf1</td>\n <td>urn:ioos:sensor:wmo:jkyf1::ct1</td>\n <td>25.05</td>\n <td>-80.904</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.23</td>\n <td>Johnson Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lbrf1</th>\n <td>urn:ioos:station:wmo:lbrf1</td>\n <td>urn:ioos:sensor:wmo:lbrf1::ct1</td>\n <td>25.484</td>\n <td>-81.111</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.11</td>\n <td>Broad River Lower, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lbsf1</th>\n <td>urn:ioos:station:wmo:lbsf1</td>\n <td>urn:ioos:sensor:wmo:lbsf1::ct1</td>\n <td>25.212</td>\n <td>-80.433</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.24</td>\n <td>Little Blackwater, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lmdf1</th>\n <td>urn:ioos:station:wmo:lmdf1</td>\n <td>urn:ioos:sensor:wmo:lmdf1::ct1</td>\n <td>25.174</td>\n <td>-80.632</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.73</td>\n <td>Little Madeira, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lmrf1</th>\n <td>urn:ioos:station:wmo:lmrf1</td>\n <td>urn:ioos:sensor:wmo:lmrf1::ct1</td>\n <td>25.554</td>\n <td>-81.169</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.93</td>\n <td>Lostmans River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lonf1</th>\n <td>urn:ioos:station:wmo:lonf1</td>\n <td>urn:ioos:sensor:wmo:lonf1::watertemp1</td>\n <td>24.843</td>\n <td>-80.862</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>29.4</td>\n <td>Long Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lrif1</th>\n <td>urn:ioos:station:wmo:lrif1</td>\n <td>urn:ioos:sensor:wmo:lrif1::ct1</td>\n <td>25.284</td>\n <td>-80.894</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.29</td>\n <td>Lane River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lrkf1</th>\n <td>urn:ioos:station:wmo:lrkf1</td>\n <td>urn:ioos:sensor:wmo:lrkf1::ct1</td>\n <td>24.979</td>\n <td>-80.826</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.76</td>\n <td>Little Rabbit Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:lsnf1</th>\n <td>urn:ioos:station:wmo:lsnf1</td>\n <td>urn:ioos:sensor:wmo:lsnf1::ct1</td>\n <td>25.233</td>\n <td>-80.457</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.24</td>\n <td>Long Sound, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:mlrf1</th>\n <td>urn:ioos:station:wmo:mlrf1</td>\n <td>urn:ioos:sensor:wmo:mlrf1::watertemp1</td>\n <td>25.01</td>\n <td>-80.38</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>29.5</td>\n <td>Molasses Reef, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:mukf1</th>\n <td>urn:ioos:station:wmo:mukf1</td>\n <td>urn:ioos:sensor:wmo:mukf1::ct1</td>\n <td>25.104</td>\n <td>-80.942</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.29</td>\n <td>Murray Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:nrrf1</th>\n <td>urn:ioos:station:wmo:nrrf1</td>\n <td>urn:ioos:sensor:wmo:nrrf1::ct1</td>\n <td>25.338</td>\n <td>-80.911</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>28.7</td>\n <td>North River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:pkyf1</th>\n <td>urn:ioos:station:wmo:pkyf1</td>\n <td>urn:ioos:sensor:wmo:pkyf1::ct1</td>\n <td>24.917</td>\n <td>-80.746</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.41</td>\n <td>Peterson Key, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:sauf1</th>\n <td>urn:ioos:station:wmo:sauf1</td>\n <td>urn:ioos:sensor:wmo:sauf1::watertemp1</td>\n <td>29.857</td>\n <td>-81.265</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>28.9</td>\n <td>St. Augustine, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:sipf1</th>\n <td>urn:ioos:station:wmo:sipf1</td>\n <td>urn:ioos:sensor:wmo:sipf1::ct1</td>\n <td>27.862</td>\n <td>-80.445</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1</td>\n <td>28.36</td>\n <td>Sebastian Inlet State Park, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:sref1</th>\n <td>urn:ioos:station:wmo:sref1</td>\n <td>urn:ioos:sensor:wmo:sref1::ct1</td>\n <td>25.352</td>\n <td>-81.1</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.4</td>\n <td>Shark River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:ssbn7</th>\n <td>urn:ioos:station:wmo:ssbn7</td>\n <td>urn:ioos:sensor:wmo:ssbn7::ct1</td>\n <td>33.842</td>\n <td>-78.476</td>\n <td>2016-10-03T00:23:00Z</td>\n <td>9.75</td>\n <td>27.18</td>\n <td>Sunset Beach Nearshore Waves</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:tbyf1</th>\n <td>urn:ioos:station:wmo:tbyf1</td>\n <td>urn:ioos:sensor:wmo:tbyf1::ct1</td>\n <td>25.155</td>\n <td>-80.722</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>31.08</td>\n <td>Terrapin Bay, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:tcvf1</th>\n <td>urn:ioos:station:wmo:tcvf1</td>\n <td>urn:ioos:sensor:wmo:tcvf1::ct1</td>\n <td>25.209</td>\n <td>-80.533</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.02</td>\n <td>Trout Cove, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:tpef1</th>\n <td>urn:ioos:station:wmo:tpef1</td>\n <td>urn:ioos:sensor:wmo:tpef1::ct1</td>\n <td>25.408</td>\n <td>-80.964</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>28.42</td>\n <td>Tarpon Bay East, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:trrf1</th>\n <td>urn:ioos:station:wmo:trrf1</td>\n <td>urn:ioos:sensor:wmo:trrf1::ct1</td>\n <td>25.223</td>\n <td>-80.653</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.22</td>\n <td>Taylor River, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:venf1</th>\n <td>urn:ioos:station:wmo:venf1</td>\n <td>urn:ioos:sensor:wmo:venf1::watertemp1</td>\n <td>27.07</td>\n <td>-82.45</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>NaN</td>\n <td>30.4</td>\n <td>Venice, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:wiwf1</th>\n <td>urn:ioos:station:wmo:wiwf1</td>\n <td>urn:ioos:sensor:wmo:wiwf1::ct1</td>\n <td>25.619</td>\n <td>-81.044</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.09</td>\n <td>Willy Willy, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:wplf1</th>\n <td>urn:ioos:station:wmo:wplf1</td>\n <td>urn:ioos:sensor:wmo:wplf1::ct1</td>\n <td>25.708</td>\n <td>-81.248</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.22</td>\n <td>Watson Place, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:wrbf1</th>\n <td>urn:ioos:station:wmo:wrbf1</td>\n <td>urn:ioos:sensor:wmo:wrbf1::ct1</td>\n <td>25.077</td>\n <td>-80.728</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>30.04</td>\n <td>Whipray Basin, FL</td>\n </tr>\n <tr>\n <th>urn:ioos:station:wmo:wwef1</th>\n <td>urn:ioos:station:wmo:wwef1</td>\n <td>urn:ioos:sensor:wmo:wwef1::ct1</td>\n <td>25.23</td>\n <td>-80.939</td>\n <td>2016-10-03T00:00:00Z</td>\n <td>1.5</td>\n <td>29.82</td>\n <td>White Water -West, FL</td>\n </tr>\n </tbody>\n</table>\n<p>68 rows × 8 columns</p>\n</div>",
  118. "text/plain": " station_id \\\nurn:ioos:station:wmo:41002 urn:ioos:station:wmo:41002 \nurn:ioos:station:wmo:41004 urn:ioos:station:wmo:41004 \nurn:ioos:station:wmo:41008 urn:ioos:station:wmo:41008 \nurn:ioos:station:wmo:41024 urn:ioos:station:wmo:41024 \nurn:ioos:station:wmo:41025 urn:ioos:station:wmo:41025 \nurn:ioos:station:wmo:41029 urn:ioos:station:wmo:41029 \nurn:ioos:station:wmo:41033 urn:ioos:station:wmo:41033 \nurn:ioos:station:wmo:41037 urn:ioos:station:wmo:41037 \nurn:ioos:station:wmo:41038 urn:ioos:station:wmo:41038 \nurn:ioos:station:wmo:41064 urn:ioos:station:wmo:41064 \nurn:ioos:station:wmo:41108 urn:ioos:station:wmo:41108 \nurn:ioos:station:wmo:41110 urn:ioos:station:wmo:41110 \nurn:ioos:station:wmo:41112 urn:ioos:station:wmo:41112 \nurn:ioos:station:wmo:41113 urn:ioos:station:wmo:41113 \nurn:ioos:station:wmo:41114 urn:ioos:station:wmo:41114 \nurn:ioos:station:wmo:41159 urn:ioos:station:wmo:41159 \nurn:ioos:station:wmo:42003 urn:ioos:station:wmo:42003 \nurn:ioos:station:wmo:42013 urn:ioos:station:wmo:42013 \nurn:ioos:station:wmo:42022 urn:ioos:station:wmo:42022 \nurn:ioos:station:wmo:42023 urn:ioos:station:wmo:42023 \nurn:ioos:station:wmo:42036 urn:ioos:station:wmo:42036 \nurn:ioos:station:wmo:42098 urn:ioos:station:wmo:42098 \nurn:ioos:station:wmo:42099 urn:ioos:station:wmo:42099 \nurn:ioos:station:wmo:44014 urn:ioos:station:wmo:44014 \nurn:ioos:station:wmo:44056 urn:ioos:station:wmo:44056 \nurn:ioos:station:wmo:44095 urn:ioos:station:wmo:44095 \nurn:ioos:station:wmo:bdvf1 urn:ioos:station:wmo:bdvf1 \nurn:ioos:station:wmo:bkyf1 urn:ioos:station:wmo:bkyf1 \nurn:ioos:station:wmo:bnkf1 urn:ioos:station:wmo:bnkf1 \nurn:ioos:station:wmo:bobf1 urn:ioos:station:wmo:bobf1 \n... ... \nurn:ioos:station:wmo:gbtf1 urn:ioos:station:wmo:gbtf1 \nurn:ioos:station:wmo:gkyf1 urn:ioos:station:wmo:gkyf1 \nurn:ioos:station:wmo:hcef1 urn:ioos:station:wmo:hcef1 \nurn:ioos:station:wmo:href1 urn:ioos:station:wmo:href1 \nurn:ioos:station:wmo:jkyf1 urn:ioos:station:wmo:jkyf1 \nurn:ioos:station:wmo:lbrf1 urn:ioos:station:wmo:lbrf1 \nurn:ioos:station:wmo:lbsf1 urn:ioos:station:wmo:lbsf1 \nurn:ioos:station:wmo:lmdf1 urn:ioos:station:wmo:lmdf1 \nurn:ioos:station:wmo:lmrf1 urn:ioos:station:wmo:lmrf1 \nurn:ioos:station:wmo:lonf1 urn:ioos:station:wmo:lonf1 \nurn:ioos:station:wmo:lrif1 urn:ioos:station:wmo:lrif1 \nurn:ioos:station:wmo:lrkf1 urn:ioos:station:wmo:lrkf1 \nurn:ioos:station:wmo:lsnf1 urn:ioos:station:wmo:lsnf1 \nurn:ioos:station:wmo:mlrf1 urn:ioos:station:wmo:mlrf1 \nurn:ioos:station:wmo:mukf1 urn:ioos:station:wmo:mukf1 \nurn:ioos:station:wmo:nrrf1 urn:ioos:station:wmo:nrrf1 \nurn:ioos:station:wmo:pkyf1 urn:ioos:station:wmo:pkyf1 \nurn:ioos:station:wmo:sauf1 urn:ioos:station:wmo:sauf1 \nurn:ioos:station:wmo:sipf1 urn:ioos:station:wmo:sipf1 \nurn:ioos:station:wmo:sref1 urn:ioos:station:wmo:sref1 \nurn:ioos:station:wmo:ssbn7 urn:ioos:station:wmo:ssbn7 \nurn:ioos:station:wmo:tbyf1 urn:ioos:station:wmo:tbyf1 \nurn:ioos:station:wmo:tcvf1 urn:ioos:station:wmo:tcvf1 \nurn:ioos:station:wmo:tpef1 urn:ioos:station:wmo:tpef1 \nurn:ioos:station:wmo:trrf1 urn:ioos:station:wmo:trrf1 \nurn:ioos:station:wmo:venf1 urn:ioos:station:wmo:venf1 \nurn:ioos:station:wmo:wiwf1 urn:ioos:station:wmo:wiwf1 \nurn:ioos:station:wmo:wplf1 urn:ioos:station:wmo:wplf1 \nurn:ioos:station:wmo:wrbf1 urn:ioos:station:wmo:wrbf1 \nurn:ioos:station:wmo:wwef1 urn:ioos:station:wmo:wwef1 \n\n sensor_id \\\nurn:ioos:station:wmo:41002 urn:ioos:sensor:wmo:41002::watertemp1 \nurn:ioos:station:wmo:41004 urn:ioos:sensor:wmo:41004::watertemp1 \nurn:ioos:station:wmo:41008 urn:ioos:sensor:wmo:41008::watertemp1 \nurn:ioos:station:wmo:41024 urn:ioos:sensor:wmo:41024::ct1 \nurn:ioos:station:wmo:41025 urn:ioos:sensor:wmo:41025::watertemp1 \nurn:ioos:station:wmo:41029 urn:ioos:sensor:wmo:41029::ct1 \nurn:ioos:station:wmo:41033 urn:ioos:sensor:wmo:41033::ct1 \nurn:ioos:station:wmo:41037 urn:ioos:sensor:wmo:41037::ct1 \nurn:ioos:station:wmo:41038 urn:ioos:sensor:wmo:41038::ct1 \nurn:ioos:station:wmo:41064 urn:ioos:sensor:wmo:41064::ct1 \nurn:ioos:station:wmo:41108 urn:ioos:sensor:wmo:41108::watertemp1 \nurn:ioos:station:wmo:41110 urn:ioos:sensor:wmo:41110::watertemp1 \nurn:ioos:station:wmo:41112 urn:ioos:sensor:wmo:41112::watertemp1 \nurn:ioos:station:wmo:41113 urn:ioos:sensor:wmo:41113::watertemp1 \nurn:ioos:station:wmo:41114 urn:ioos:sensor:wmo:41114::watertemp1 \nurn:ioos:station:wmo:41159 urn:ioos:sensor:wmo:41159::watertemp1 \nurn:ioos:station:wmo:42003 urn:ioos:sensor:wmo:42003::watertemp1 \nurn:ioos:station:wmo:42013 urn:ioos:sensor:wmo:42013::ct1 \nurn:ioos:station:wmo:42022 urn:ioos:sensor:wmo:42022::ct1 \nurn:ioos:station:wmo:42023 urn:ioos:sensor:wmo:42023::ct1 \nurn:ioos:station:wmo:42036 urn:ioos:sensor:wmo:42036::watertemp1 \nurn:ioos:station:wmo:42098 urn:ioos:sensor:wmo:42098::watertemp1 \nurn:ioos:station:wmo:42099 urn:ioos:sensor:wmo:42099::watertemp1 \nurn:ioos:station:wmo:44014 urn:ioos:sensor:wmo:44014::watertemp1 \nurn:ioos:station:wmo:44056 urn:ioos:sensor:wmo:44056::watertemp1 \nurn:ioos:station:wmo:44095 urn:ioos:sensor:wmo:44095::watertemp1 \nurn:ioos:station:wmo:bdvf1 urn:ioos:sensor:wmo:bdvf1::ct1 \nurn:ioos:station:wmo:bkyf1 urn:ioos:sensor:wmo:bkyf1::ct1 \nurn:ioos:station:wmo:bnkf1 urn:ioos:sensor:wmo:bnkf1::ct1 \nurn:ioos:station:wmo:bobf1 urn:ioos:sensor:wmo:bobf1::ct1 \n... ... \nurn:ioos:station:wmo:gbtf1 urn:ioos:sensor:wmo:gbtf1::ct1 \nurn:ioos:station:wmo:gkyf1 urn:ioos:sensor:wmo:gkyf1::ct1 \nurn:ioos:station:wmo:hcef1 urn:ioos:sensor:wmo:hcef1::ct1 \nurn:ioos:station:wmo:href1 urn:ioos:sensor:wmo:href1::ct1 \nurn:ioos:station:wmo:jkyf1 urn:ioos:sensor:wmo:jkyf1::ct1 \nurn:ioos:station:wmo:lbrf1 urn:ioos:sensor:wmo:lbrf1::ct1 \nurn:ioos:station:wmo:lbsf1 urn:ioos:sensor:wmo:lbsf1::ct1 \nurn:ioos:station:wmo:lmdf1 urn:ioos:sensor:wmo:lmdf1::ct1 \nurn:ioos:station:wmo:lmrf1 urn:ioos:sensor:wmo:lmrf1::ct1 \nurn:ioos:station:wmo:lonf1 urn:ioos:sensor:wmo:lonf1::watertemp1 \nurn:ioos:station:wmo:lrif1 urn:ioos:sensor:wmo:lrif1::ct1 \nurn:ioos:station:wmo:lrkf1 urn:ioos:sensor:wmo:lrkf1::ct1 \nurn:ioos:station:wmo:lsnf1 urn:ioos:sensor:wmo:lsnf1::ct1 \nurn:ioos:station:wmo:mlrf1 urn:ioos:sensor:wmo:mlrf1::watertemp1 \nurn:ioos:station:wmo:mukf1 urn:ioos:sensor:wmo:mukf1::ct1 \nurn:ioos:station:wmo:nrrf1 urn:ioos:sensor:wmo:nrrf1::ct1 \nurn:ioos:station:wmo:pkyf1 urn:ioos:sensor:wmo:pkyf1::ct1 \nurn:ioos:station:wmo:sauf1 urn:ioos:sensor:wmo:sauf1::watertemp1 \nurn:ioos:station:wmo:sipf1 urn:ioos:sensor:wmo:sipf1::ct1 \nurn:ioos:station:wmo:sref1 urn:ioos:sensor:wmo:sref1::ct1 \nurn:ioos:station:wmo:ssbn7 urn:ioos:sensor:wmo:ssbn7::ct1 \nurn:ioos:station:wmo:tbyf1 urn:ioos:sensor:wmo:tbyf1::ct1 \nurn:ioos:station:wmo:tcvf1 urn:ioos:sensor:wmo:tcvf1::ct1 \nurn:ioos:station:wmo:tpef1 urn:ioos:sensor:wmo:tpef1::ct1 \nurn:ioos:station:wmo:trrf1 urn:ioos:sensor:wmo:trrf1::ct1 \nurn:ioos:station:wmo:venf1 urn:ioos:sensor:wmo:venf1::watertemp1 \nurn:ioos:station:wmo:wiwf1 urn:ioos:sensor:wmo:wiwf1::ct1 \nurn:ioos:station:wmo:wplf1 urn:ioos:sensor:wmo:wplf1::ct1 \nurn:ioos:station:wmo:wrbf1 urn:ioos:sensor:wmo:wrbf1::ct1 \nurn:ioos:station:wmo:wwef1 urn:ioos:sensor:wmo:wwef1::ct1 \n\n latitude (degree) longitude (degree) \\\nurn:ioos:station:wmo:41002 32.382 -75.415 \nurn:ioos:station:wmo:41004 32.5 -79.09 \nurn:ioos:station:wmo:41008 31.4 -80.87 \nurn:ioos:station:wmo:41024 33.85 -78.48 \nurn:ioos:station:wmo:41025 35.01 -75.4 \nurn:ioos:station:wmo:41029 32.81 -79.63 \nurn:ioos:station:wmo:41033 32.28 -80.41 \nurn:ioos:station:wmo:41037 33.991 -77.36 \nurn:ioos:station:wmo:41038 34.14 -77.71 \nurn:ioos:station:wmo:41064 34.207 -76.949 \nurn:ioos:station:wmo:41108 33.721 -78.015 \nurn:ioos:station:wmo:41110 34.141 -77.709 \nurn:ioos:station:wmo:41112 30.719 -81.293 \nurn:ioos:station:wmo:41113 28.4 -80.53 \nurn:ioos:station:wmo:41114 27.551 -80.225 \nurn:ioos:station:wmo:41159 34.21 -76.948 \nurn:ioos:station:wmo:42003 25.74 -85.73 \nurn:ioos:station:wmo:42013 27.169 -82.926 \nurn:ioos:station:wmo:42022 27.5 -83.72 \nurn:ioos:station:wmo:42023 26.064 -83.074 \nurn:ioos:station:wmo:42036 28.5 -84.52 \nurn:ioos:station:wmo:42098 27.59 -82.931 \nurn:ioos:station:wmo:42099 27.34 -84.245 \nurn:ioos:station:wmo:44014 36.61 -74.84 \nurn:ioos:station:wmo:44056 36.2 -75.714 \nurn:ioos:station:wmo:44095 35.583 -75.317 \nurn:ioos:station:wmo:bdvf1 25.476 -80.99 \nurn:ioos:station:wmo:bkyf1 25.119 -80.834 \nurn:ioos:station:wmo:bnkf1 25.087 -80.519 \nurn:ioos:station:wmo:bobf1 25.024 -80.682 \n... ... ... \nurn:ioos:station:wmo:gbtf1 25.17 -80.797 \nurn:ioos:station:wmo:gkyf1 24.627 -82.872 \nurn:ioos:station:wmo:hcef1 25.254 -80.444 \nurn:ioos:station:wmo:href1 25.424 -81.06 \nurn:ioos:station:wmo:jkyf1 25.05 -80.904 \nurn:ioos:station:wmo:lbrf1 25.484 -81.111 \nurn:ioos:station:wmo:lbsf1 25.212 -80.433 \nurn:ioos:station:wmo:lmdf1 25.174 -80.632 \nurn:ioos:station:wmo:lmrf1 25.554 -81.169 \nurn:ioos:station:wmo:lonf1 24.843 -80.862 \nurn:ioos:station:wmo:lrif1 25.284 -80.894 \nurn:ioos:station:wmo:lrkf1 24.979 -80.826 \nurn:ioos:station:wmo:lsnf1 25.233 -80.457 \nurn:ioos:station:wmo:mlrf1 25.01 -80.38 \nurn:ioos:station:wmo:mukf1 25.104 -80.942 \nurn:ioos:station:wmo:nrrf1 25.338 -80.911 \nurn:ioos:station:wmo:pkyf1 24.917 -80.746 \nurn:ioos:station:wmo:sauf1 29.857 -81.265 \nurn:ioos:station:wmo:sipf1 27.862 -80.445 \nurn:ioos:station:wmo:sref1 25.352 -81.1 \nurn:ioos:station:wmo:ssbn7 33.842 -78.476 \nurn:ioos:station:wmo:tbyf1 25.155 -80.722 \nurn:ioos:station:wmo:tcvf1 25.209 -80.533 \nurn:ioos:station:wmo:tpef1 25.408 -80.964 \nurn:ioos:station:wmo:trrf1 25.223 -80.653 \nurn:ioos:station:wmo:venf1 27.07 -82.45 \nurn:ioos:station:wmo:wiwf1 25.619 -81.044 \nurn:ioos:station:wmo:wplf1 25.708 -81.248 \nurn:ioos:station:wmo:wrbf1 25.077 -80.728 \nurn:ioos:station:wmo:wwef1 25.23 -80.939 \n\n date_time depth (m) \\\nurn:ioos:station:wmo:41002 2016-10-03T00:50:00Z 1 \nurn:ioos:station:wmo:41004 2016-10-03T00:50:00Z 0.6 \nurn:ioos:station:wmo:41008 2016-10-03T00:50:00Z 0.6 \nurn:ioos:station:wmo:41024 2016-10-03T00:08:00Z 1 \nurn:ioos:station:wmo:41025 2016-10-03T00:50:00Z 0.6 \nurn:ioos:station:wmo:41029 2016-10-03T00:08:00Z 1 \nurn:ioos:station:wmo:41033 2016-10-03T00:08:00Z 0 \nurn:ioos:station:wmo:41037 2016-10-03T00:08:00Z 0.96 \nurn:ioos:station:wmo:41038 2016-10-03T00:08:00Z 0.92 \nurn:ioos:station:wmo:41064 2016-10-03T00:08:00Z 0.95 \nurn:ioos:station:wmo:41108 2016-10-03T00:26:00Z NaN \nurn:ioos:station:wmo:41110 2016-10-03T00:29:00Z NaN \nurn:ioos:station:wmo:41112 2016-10-03T00:01:00Z NaN \nurn:ioos:station:wmo:41113 2016-10-03T00:21:00Z NaN \nurn:ioos:station:wmo:41114 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:41159 2016-10-03T00:25:00Z -0.46 \nurn:ioos:station:wmo:42003 2016-10-03T00:50:00Z 0.6 \nurn:ioos:station:wmo:42013 2016-10-03T06:00:00Z NaN \nurn:ioos:station:wmo:42022 2016-10-03T00:00:00Z 1 \nurn:ioos:station:wmo:42023 2016-10-03T00:00:00Z 1 \nurn:ioos:station:wmo:42036 2016-10-03T00:50:00Z 0.6 \nurn:ioos:station:wmo:42098 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:42099 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:44014 2016-10-03T00:50:00Z 0.6 \nurn:ioos:station:wmo:44056 2016-10-03T00:11:00Z NaN \nurn:ioos:station:wmo:44095 2016-10-03T00:00:00Z -1 \nurn:ioos:station:wmo:bdvf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:bkyf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:bnkf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:bobf1 2016-10-03T00:00:00Z 1.5 \n... ... ... \nurn:ioos:station:wmo:gbtf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:gkyf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:hcef1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:href1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:jkyf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lbrf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lbsf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lmdf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lmrf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lonf1 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:lrif1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lrkf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:lsnf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:mlrf1 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:mukf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:nrrf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:pkyf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:sauf1 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:sipf1 2016-10-03T00:00:00Z 1 \nurn:ioos:station:wmo:sref1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:ssbn7 2016-10-03T00:23:00Z 9.75 \nurn:ioos:station:wmo:tbyf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:tcvf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:tpef1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:trrf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:venf1 2016-10-03T00:00:00Z NaN \nurn:ioos:station:wmo:wiwf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:wplf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:wrbf1 2016-10-03T00:00:00Z 1.5 \nurn:ioos:station:wmo:wwef1 2016-10-03T00:00:00Z 1.5 \n\n sea_water_temperature (C) \\\nurn:ioos:station:wmo:41002 28 \nurn:ioos:station:wmo:41004 27.7 \nurn:ioos:station:wmo:41008 27.8 \nurn:ioos:station:wmo:41024 27.13 \nurn:ioos:station:wmo:41025 28.5 \nurn:ioos:station:wmo:41029 27.21 \nurn:ioos:station:wmo:41033 27.32 \nurn:ioos:station:wmo:41037 27.16 \nurn:ioos:station:wmo:41038 26.94 \nurn:ioos:station:wmo:41064 28.08 \nurn:ioos:station:wmo:41108 27.05 \nurn:ioos:station:wmo:41110 26.9 \nurn:ioos:station:wmo:41112 27.95 \nurn:ioos:station:wmo:41113 29.35 \nurn:ioos:station:wmo:41114 28.95 \nurn:ioos:station:wmo:41159 28.05 \nurn:ioos:station:wmo:42003 29.6 \nurn:ioos:station:wmo:42013 29.56 \nurn:ioos:station:wmo:42022 29.14 \nurn:ioos:station:wmo:42023 29.92 \nurn:ioos:station:wmo:42036 28.8 \nurn:ioos:station:wmo:42098 29.7 \nurn:ioos:station:wmo:42099 29.75 \nurn:ioos:station:wmo:44014 22.8 \nurn:ioos:station:wmo:44056 25.15 \nurn:ioos:station:wmo:44095 25.15 \nurn:ioos:station:wmo:bdvf1 28.78 \nurn:ioos:station:wmo:bkyf1 31.07 \nurn:ioos:station:wmo:bnkf1 29.82 \nurn:ioos:station:wmo:bobf1 29.63 \n... ... \nurn:ioos:station:wmo:gbtf1 31.75 \nurn:ioos:station:wmo:gkyf1 30.22 \nurn:ioos:station:wmo:hcef1 29.95 \nurn:ioos:station:wmo:href1 28.19 \nurn:ioos:station:wmo:jkyf1 30.23 \nurn:ioos:station:wmo:lbrf1 29.11 \nurn:ioos:station:wmo:lbsf1 30.24 \nurn:ioos:station:wmo:lmdf1 30.73 \nurn:ioos:station:wmo:lmrf1 29.93 \nurn:ioos:station:wmo:lonf1 29.4 \nurn:ioos:station:wmo:lrif1 30.29 \nurn:ioos:station:wmo:lrkf1 29.76 \nurn:ioos:station:wmo:lsnf1 30.24 \nurn:ioos:station:wmo:mlrf1 29.5 \nurn:ioos:station:wmo:mukf1 29.29 \nurn:ioos:station:wmo:nrrf1 28.7 \nurn:ioos:station:wmo:pkyf1 29.41 \nurn:ioos:station:wmo:sauf1 28.9 \nurn:ioos:station:wmo:sipf1 28.36 \nurn:ioos:station:wmo:sref1 29.4 \nurn:ioos:station:wmo:ssbn7 27.18 \nurn:ioos:station:wmo:tbyf1 31.08 \nurn:ioos:station:wmo:tcvf1 30.02 \nurn:ioos:station:wmo:tpef1 28.42 \nurn:ioos:station:wmo:trrf1 30.22 \nurn:ioos:station:wmo:venf1 30.4 \nurn:ioos:station:wmo:wiwf1 29.09 \nurn:ioos:station:wmo:wplf1 30.22 \nurn:ioos:station:wmo:wrbf1 30.04 \nurn:ioos:station:wmo:wwef1 29.82 \n\n name \nurn:ioos:station:wmo:41002 S HATTERAS - 250 NM East of Charleston, SC \nurn:ioos:station:wmo:41004 EDISTO - 41 NM Southeast of Charleston, SC \nurn:ioos:station:wmo:41008 GRAYS REEF - 40 NM Southeast of Savannah, GA \nurn:ioos:station:wmo:41024 Sunset Nearshore (SUN2) \nurn:ioos:station:wmo:41025 Diamond Shoals \nurn:ioos:station:wmo:41029 Capers Nearshore (CAP2) \nurn:ioos:station:wmo:41033 Fripp Nearshore (FRP 2) \nurn:ioos:station:wmo:41037 ILM3 - 27 miles SE of Wrightsville Beach, NC \nurn:ioos:station:wmo:41038 ILM2 - 5 miles SE of Wrightsville, NC \nurn:ioos:station:wmo:41064 Onslow Bay Outer, NC \nurn:ioos:station:wmo:41108 Wilmington Harbor, NC - 200 \nurn:ioos:station:wmo:41110 Masonboro Inlet, NC \nurn:ioos:station:wmo:41112 Offshore Fernandina Beach, FL (132) \nurn:ioos:station:wmo:41113 Cape Canaveral Nearshore, FL (143) \nurn:ioos:station:wmo:41114 Fort Pierce, FL (134) \nurn:ioos:station:wmo:41159 Onslow Bay Outer (217) \nurn:ioos:station:wmo:42003 E GULF 262 nm South of Panama City, FL \nurn:ioos:station:wmo:42013 C10 - Navy-2 \nurn:ioos:station:wmo:42022 C12 - West Florida Central Buoy \nurn:ioos:station:wmo:42023 C13 - West Florida South Buoy \nurn:ioos:station:wmo:42036 W. TAMPA 106NM West Northwest of Tampa, FL \nurn:ioos:station:wmo:42098 Egmont Channel Entrance, FL - 214 \nurn:ioos:station:wmo:42099 Offshore St. Petersburg, FL (144) \nurn:ioos:station:wmo:44014 64 NM East of Virginia Beach, VA \nurn:ioos:station:wmo:44056 Duck FRF, NC \nurn:ioos:station:wmo:44095 Oregon Inlet, NC - 192 \nurn:ioos:station:wmo:bdvf1 Broad River, FL \nurn:ioos:station:wmo:bkyf1 Buoy Key, FL \nurn:ioos:station:wmo:bnkf1 Butternut Key, FL \nurn:ioos:station:wmo:bobf1 Bob Allen, FL \n... ... \nurn:ioos:station:wmo:gbtf1 Garfield Bight, FL \nurn:ioos:station:wmo:gkyf1 Garden Key, FL \nurn:ioos:station:wmo:hcef1 Highway Creek, FL \nurn:ioos:station:wmo:href1 Harney River, FL \nurn:ioos:station:wmo:jkyf1 Johnson Key, FL \nurn:ioos:station:wmo:lbrf1 Broad River Lower, FL \nurn:ioos:station:wmo:lbsf1 Little Blackwater, FL \nurn:ioos:station:wmo:lmdf1 Little Madeira, FL \nurn:ioos:station:wmo:lmrf1 Lostmans River, FL \nurn:ioos:station:wmo:lonf1 Long Key, FL \nurn:ioos:station:wmo:lrif1 Lane River, FL \nurn:ioos:station:wmo:lrkf1 Little Rabbit Key, FL \nurn:ioos:station:wmo:lsnf1 Long Sound, FL \nurn:ioos:station:wmo:mlrf1 Molasses Reef, FL \nurn:ioos:station:wmo:mukf1 Murray Key, FL \nurn:ioos:station:wmo:nrrf1 North River, FL \nurn:ioos:station:wmo:pkyf1 Peterson Key, FL \nurn:ioos:station:wmo:sauf1 St. Augustine, FL \nurn:ioos:station:wmo:sipf1 Sebastian Inlet State Park, FL \nurn:ioos:station:wmo:sref1 Shark River, FL \nurn:ioos:station:wmo:ssbn7 Sunset Beach Nearshore Waves \nurn:ioos:station:wmo:tbyf1 Terrapin Bay, FL \nurn:ioos:station:wmo:tcvf1 Trout Cove, FL \nurn:ioos:station:wmo:tpef1 Tarpon Bay East, FL \nurn:ioos:station:wmo:trrf1 Taylor River, FL \nurn:ioos:station:wmo:venf1 Venice, FL \nurn:ioos:station:wmo:wiwf1 Willy Willy, FL \nurn:ioos:station:wmo:wplf1 Watson Place, FL \nurn:ioos:station:wmo:wrbf1 Whipray Basin, FL \nurn:ioos:station:wmo:wwef1 White Water -West, FL \n\n[68 rows x 8 columns]"
  119. },
  120. "metadata": {},
  121. "execution_count": 8
  122. }
  123. ]
  124. }
  125. ],
  126. "metadata": {
  127. "kernelspec": {
  128. "name": "python3",
  129. "display_name": "Python [default]",
  130. "language": "python"
  131. },
  132. "anaconda-cloud": {},
  133. "language_info": {
  134. "file_extension": ".py",
  135. "codemirror_mode": {
  136. "version": 3,
  137. "name": "ipython"
  138. },
  139. "mimetype": "text/x-python",
  140. "nbconvert_exporter": "python",
  141. "pygments_lexer": "ipython3",
  142. "version": "3.4.5",
  143. "name": "python"
  144. }
  145. },
  146. "nbformat": 4,
  147. "nbformat_minor": 0
  148. }
Advertisement
Add Comment
Please, Sign In to add comment
Advertisement
Public Pastes
Advertisement
We use cookies for various purposes including analytics. By continuing to use Pastebin, you agree to our use of cookies as described in the Cookies Policy.  OK, I Understand
Not a member of Pastebin yet?
Sign Up, it unlocks many cool features!