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"</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n",
"Dimensions: (cloud_layer: 3, range_levels: 770, sky_condition_layer: 5, time: 2713)\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 2023-05-07T00:10:22.2...\n",
" * range_levels (range_levels) int32 1 2 3 4 ... 768 769 770\n",
" * cloud_layer (cloud_layer) int32 1 2 3\n",
" * sky_condition_layer (sky_condition_layer) int32 1 2 3 4 5\n",
"Data variables: (12/15)\n",
" day_of_year (time) float32 127.0 127.0 ... 164.7 164.7\n",
" year (time) int32 2023 2023 2023 ... 2023 2023 2023\n",
" month (time) int32 5 5 5 5 5 5 5 5 ... 6 6 6 6 6 6 6\n",
" day (time) int32 7 7 7 7 7 7 ... 13 13 13 13 13 13\n",
" hour (time) int32 0 0 0 1 1 1 ... 14 14 15 15 15 16\n",
" minute (time) int32 10 30 50 10 30 ... 50 10 30 50 10\n",
" ... ...\n",
" vertical_visibility (time) float32 nan nan nan nan ... nan nan nan\n",
" highest_detected_signal (time) float32 nan nan nan nan ... nan nan nan\n",
" cloud_base_altitude (time, cloud_layer) float32 783.5 ... nan\n",
" sky_condition_cloud_fraction (time, sky_condition_layer) float32 7.0 ......\n",
" sky_condition_cloud_altitude (time, sky_condition_layer) float32 725.0 ....\n",
" backscatter_profile (time, range_levels) float32 0.0005729 ... ...\n",
"Attributes: (12/27)\n",
" Conventions: CF-1.8\n",
" source: Ceilometer\n",
" instrument_model: Vaisala Ceilometer CL31\n",
" creator_name: Sonja Murto\n",
" creator_email: sonja.murto@misu.su.se\n",
" creator_url: https://orcid.org/0000-0002-4966-9077\n",
" ... ...\n",
" time_coverage_start: 2023-05-07T00:10:22\n",
" time_coverage_end: 2023-06-13T16:10:07\n",
" geospatial_bounds: 80.52392166666667N, -3.87377499999...\n",
" platform_altitude: Located at approximately 25 m a.s.l\n",
" location_keywords: Oden, Arctic Ocean, Fram Strait, a...\n",
" comments: This file consists of 20 min avera...</pre><div class='xr-wrap' hidden><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cc4dbf4e-95da-4b51-b531-18898ed59713' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cc4dbf4e-95da-4b51-b531-18898ed59713' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>cloud_layer</span>: 3</li><li><span class='xr-has-index'>range_levels</span>: 770</li><li><span class='xr-has-index'>sky_condition_layer</span>: 5</li><li><span class='xr-has-index'>time</span>: 2713</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ff9271e5-d385-422b-8a6d-2cf645e8d253' class='xr-section-summary-in' type='checkbox' checked><label for='section-ff9271e5-d385-422b-8a6d-2cf645e8d253' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2023-05-07T00:10:22.255854 ... 2...</div><input id='attrs-ca7af933-abd2-4b70-b5f7-ac1d78f068fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ca7af933-abd2-4b70-b5f7-ac1d78f068fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1cb44d70-1265-41c7-8520-d322246eb4e5' class='xr-var-data-in' type='checkbox'><label for='data-1cb44d70-1265-41c7-8520-d322246eb4e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(['2023-05-07T00:10:22.255854000', '2023-05-07T00:30:37.234550000',\n",
" '2023-05-07T00:50:37.210550000', ..., '2023-06-13T15:30:07.349600000',\n",
" '2023-06-13T15:50:07.329201000', '2023-06-13T16:10:07.312075000'],\n",
" dtype='datetime64[ns]')</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>range_levels</span></div><div class='xr-var-dims'>(range_levels)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 6 ... 766 767 768 769 770</div><input id='attrs-bb65f784-f4a0-4b2a-84bb-f424d235c11d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb65f784-f4a0-4b2a-84bb-f424d235c11d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63e2f4f3-7a71-4f2b-a82e-6fb519f01844' class='xr-var-data-in' type='checkbox'><label for='data-63e2f4f3-7a71-4f2b-a82e-6fb519f01844' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 1, 2, 3, ..., 768, 769, 770], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>cloud_layer</span></div><div class='xr-var-dims'>(cloud_layer)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>1 2 3</div><input id='attrs-9a294552-fbbc-4671-9184-dad746b931dc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9a294552-fbbc-4671-9184-dad746b931dc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7551b6b7-c2d4-4512-b620-a15abc2cba21' class='xr-var-data-in' type='checkbox'><label for='data-7551b6b7-c2d4-4512-b620-a15abc2cba21' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1, 2, 3], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sky_condition_layer</span></div><div class='xr-var-dims'>(sky_condition_layer)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>1 2 3 4 5</div><input id='attrs-f292efa9-794d-49d0-944b-b99b190bc530' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f292efa9-794d-49d0-944b-b99b190bc530' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-105db12f-76e9-4ec2-a708-5aa20607dd57' class='xr-var-data-in' type='checkbox'><label for='data-105db12f-76e9-4ec2-a708-5aa20607dd57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([1, 2, 3, 4, 5], dtype=int32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ec238ad4-275a-4509-9d1e-73c30a3d32ed' class='xr-section-summary-in' type='checkbox' ><label for='section-ec238ad4-275a-4509-9d1e-73c30a3d32ed' class='xr-section-summary' >Data variables: <span>(15)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>day_of_year</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>127.0 127.0 127.0 ... 164.7 164.7</div><input id='attrs-9a1c3831-4179-47c5-a773-2ce2fc90b17c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9a1c3831-4179-47c5-a773-2ce2fc90b17c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b218596e-b849-4ba4-ae28-54aff9a9a2f2' class='xr-var-data-in' type='checkbox'><label for='data-b218596e-b849-4ba4-ae28-54aff9a9a2f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Day of Year</dd><dt><span>description :</span></dt><dd>time as decimal day of year</dd></dl></div><div class='xr-var-data'><pre>array([127.0072 , 127.02126, 127.03516, ..., 164.64592, 164.6598 ,\n",
" 164.67369], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>year</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>2023 2023 2023 ... 2023 2023 2023</div><input id='attrs-22746881-afbc-444d-ad91-f9a85b373dce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22746881-afbc-444d-ad91-f9a85b373dce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23758d8c-63e0-438f-9fcb-56059b539843' class='xr-var-data-in' type='checkbox'><label for='data-23758d8c-63e0-438f-9fcb-56059b539843' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Year</dd></dl></div><div class='xr-var-data'><pre>array([2023, 2023, 2023, ..., 2023, 2023, 2023], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>month</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>5 5 5 5 5 5 5 5 ... 6 6 6 6 6 6 6 6</div><input id='attrs-81bcfd51-69a6-41e5-84ae-39d6549e2cf9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-81bcfd51-69a6-41e5-84ae-39d6549e2cf9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d24b69e-b054-492d-b7d6-f95dfd6b8f3c' class='xr-var-data-in' type='checkbox'><label for='data-5d24b69e-b054-492d-b7d6-f95dfd6b8f3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Month</dd></dl></div><div class='xr-var-data'><pre>array([5, 5, 5, ..., 6, 6, 6], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>day</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>7 7 7 7 7 7 7 ... 13 13 13 13 13 13</div><input id='attrs-8c916d9a-62a8-4965-8cd8-5ceb8a51e513' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8c916d9a-62a8-4965-8cd8-5ceb8a51e513' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a74f4506-639b-4ee8-b200-0fb7804d61e0' class='xr-var-data-in' type='checkbox'><label for='data-a74f4506-639b-4ee8-b200-0fb7804d61e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Day</dd></dl></div><div class='xr-var-data'><pre>array([ 7, 7, 7, ..., 13, 13, 13], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>hour</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 0 0 1 1 1 2 ... 14 14 15 15 15 16</div><input id='attrs-8e752ec1-d9e7-4557-a74e-19536fdddf9a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8e752ec1-d9e7-4557-a74e-19536fdddf9a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef506819-1c9b-46d7-9a6a-c5a08666028c' class='xr-var-data-in' type='checkbox'><label for='data-ef506819-1c9b-46d7-9a6a-c5a08666028c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Hour</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 0, 0, ..., 15, 15, 16], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>minute</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>10 30 50 10 30 ... 50 10 30 50 10</div><input id='attrs-3e519d28-6fed-4ba8-8745-2183f24ae734' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e519d28-6fed-4ba8-8745-2183f24ae734' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-10a487fd-a0e2-4495-aab1-5ecf13f402d4' class='xr-var-data-in' type='checkbox'><label for='data-10a487fd-a0e2-4495-aab1-5ecf13f402d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Minute</dd></dl></div><div class='xr-var-data'><pre>array([10, 30, 50, ..., 30, 50, 10], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>second</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>22 37 37 37 37 37 ... 7 7 7 7 7 7</div><input id='attrs-5b9130c2-ef3f-4a19-9823-06ab75a6d025' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5b9130c2-ef3f-4a19-9823-06ab75a6d025' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18ebf488-bc4c-4bc5-8eae-37584ae45c17' class='xr-var-data-in' type='checkbox'><label for='data-18ebf488-bc4c-4bc5-8eae-37584ae45c17' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Second</dd><dt><span>description :</span></dt><dd>Time averaged to closest second</dd></dl></div><div class='xr-var-data'><pre>array([22, 37, 37, ..., 7, 7, 7], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ceilometer_range</span></div><div class='xr-var-dims'>(range_levels)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>35 45 55 65 ... 7695 7705 7715 7725</div><input id='attrs-3078d9d9-24fb-402f-8e45-dac81614bd97' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3078d9d9-24fb-402f-8e45-dac81614bd97' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-321231a1-a422-43ee-ba5a-cfa1ce4b0849' class='xr-var-data-in' type='checkbox'><label for='data-321231a1-a422-43ee-ba5a-cfa1ce4b0849' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>range_levels</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>Ceilometer Range</dd><dt><span>description :</span></dt><dd>Ranges for the ceilometer backscatter profile, including the instrument height</dd></dl></div><div class='xr-var-data'><pre>array([ 35, 45, 55, 65, 75, 85, 95, 105, 115, 125, 135,\n",
4226
4227
4228
4229
4230
4231
4232
4233
4234
4235
4236
4237
4238
4239
4240
4241
4242
4243
4244
4245
4246
4247
4248
4249
4250
4251
4252
4253
4254
4255
4256
4257
4258
4259
4260
4261
4262
4263
4264
" 145, 155, 165, 175, 185, 195, 205, 215, 225, 235, 245,\n",
" 255, 265, 275, 285, 295, 305, 315, 325, 335, 345, 355,\n",
" 365, 375, 385, 395, 405, 415, 425, 435, 445, 455, 465,\n",
" 475, 485, 495, 505, 515, 525, 535, 545, 555, 565, 575,\n",
" 585, 595, 605, 615, 625, 635, 645, 655, 665, 675, 685,\n",
" 695, 705, 715, 725, 735, 745, 755, 765, 775, 785, 795,\n",
" 805, 815, 825, 835, 845, 855, 865, 875, 885, 895, 905,\n",
" 915, 925, 935, 945, 955, 965, 975, 985, 995, 1005, 1015,\n",
" 1025, 1035, 1045, 1055, 1065, 1075, 1085, 1095, 1105, 1115, 1125,\n",
" 1135, 1145, 1155, 1165, 1175, 1185, 1195, 1205, 1215, 1225, 1235,\n",
" 1245, 1255, 1265, 1275, 1285, 1295, 1305, 1315, 1325, 1335, 1345,\n",
" 1355, 1365, 1375, 1385, 1395, 1405, 1415, 1425, 1435, 1445, 1455,\n",
" 1465, 1475, 1485, 1495, 1505, 1515, 1525, 1535, 1545, 1555, 1565,\n",
" 1575, 1585, 1595, 1605, 1615, 1625, 1635, 1645, 1655, 1665, 1675,\n",
" 1685, 1695, 1705, 1715, 1725, 1735, 1745, 1755, 1765, 1775, 1785,\n",
" 1795, 1805, 1815, 1825, 1835, 1845, 1855, 1865, 1875, 1885, 1895,\n",
" 1905, 1915, 1925, 1935, 1945, 1955, 1965, 1975, 1985, 1995, 2005,\n",
" 2015, 2025, 2035, 2045, 2055, 2065, 2075, 2085, 2095, 2105, 2115,\n",
" 2125, 2135, 2145, 2155, 2165, 2175, 2185, 2195, 2205, 2215, 2225,\n",
"...\n",
" 5645, 5655, 5665, 5675, 5685, 5695, 5705, 5715, 5725, 5735, 5745,\n",
" 5755, 5765, 5775, 5785, 5795, 5805, 5815, 5825, 5835, 5845, 5855,\n",
" 5865, 5875, 5885, 5895, 5905, 5915, 5925, 5935, 5945, 5955, 5965,\n",
" 5975, 5985, 5995, 6005, 6015, 6025, 6035, 6045, 6055, 6065, 6075,\n",
" 6085, 6095, 6105, 6115, 6125, 6135, 6145, 6155, 6165, 6175, 6185,\n",
" 6195, 6205, 6215, 6225, 6235, 6245, 6255, 6265, 6275, 6285, 6295,\n",
" 6305, 6315, 6325, 6335, 6345, 6355, 6365, 6375, 6385, 6395, 6405,\n",
" 6415, 6425, 6435, 6445, 6455, 6465, 6475, 6485, 6495, 6505, 6515,\n",
" 6525, 6535, 6545, 6555, 6565, 6575, 6585, 6595, 6605, 6615, 6625,\n",
" 6635, 6645, 6655, 6665, 6675, 6685, 6695, 6705, 6715, 6725, 6735,\n",
" 6745, 6755, 6765, 6775, 6785, 6795, 6805, 6815, 6825, 6835, 6845,\n",
" 6855, 6865, 6875, 6885, 6895, 6905, 6915, 6925, 6935, 6945, 6955,\n",
" 6965, 6975, 6985, 6995, 7005, 7015, 7025, 7035, 7045, 7055, 7065,\n",
" 7075, 7085, 7095, 7105, 7115, 7125, 7135, 7145, 7155, 7165, 7175,\n",
" 7185, 7195, 7205, 7215, 7225, 7235, 7245, 7255, 7265, 7275, 7285,\n",
" 7295, 7305, 7315, 7325, 7335, 7345, 7355, 7365, 7375, 7385, 7395,\n",
" 7405, 7415, 7425, 7435, 7445, 7455, 7465, 7475, 7485, 7495, 7505,\n",
" 7515, 7525, 7535, 7545, 7555, 7565, 7575, 7585, 7595, 7605, 7615,\n",
" 7625, 7635, 7645, 7655, 7665, 7675, 7685, 7695, 7705, 7715, 7725],\n",
" dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>flag_cloudcode</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>1 1 1 1 1 1 1 1 ... 1 1 1 1 1 1 1 1</div><input id='attrs-6a2fb53a-b3e1-477d-9157-7f7cedd693f6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6a2fb53a-b3e1-477d-9157-7f7cedd693f6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1b13da4-9e2f-4789-a929-8afbbb87bc5a' class='xr-var-data-in' type='checkbox'><label for='data-f1b13da4-9e2f-4789-a929-8afbbb87bc5a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>int32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>long_name :</span></dt><dd>Data flag: Cloudcode</dd><dt><span>flag_values :</span></dt><dd>-1,0,1,2,3,4</dd><dt><span>flag_meanings :</span></dt><dd>missing_data\n",
"no_significant_backscatter\n",
"one_cloud_base_detected\n",
"two_cloud_bases_detected\n",
"three_cloud_bases_detected\n",
"full_obscuration</dd><dt><span>description :</span></dt><dd>Code for number of cloud bases detected; see Readme document for more information</dd></dl></div><div class='xr-var-data'><pre>array([1, 1, 1, ..., 1, 1, 1], dtype=int32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vertical_visibility</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-47a93c8e-1c1d-47c8-be30-6d490780e6f1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-47a93c8e-1c1d-47c8-be30-6d490780e6f1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5489a621-0013-43e8-a8b5-c293299cd1ab' class='xr-var-data-in' type='checkbox'><label for='data-5489a621-0013-43e8-a8b5-c293299cd1ab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>Vertical Visibilility</dd><dt><span>description :</span></dt><dd>Vertical visibility given in case of obscured cloud base (at flag_cloudcode 4), else NaN</dd></dl></div><div class='xr-var-data'><pre>array([nan, nan, nan, ..., nan, nan, nan], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>highest_detected_signal</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-37918ffb-2c4b-406d-a1a8-095eb3773454' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-37918ffb-2c4b-406d-a1a8-095eb3773454' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bd472c4e-3a0b-47e1-8bc1-d7ce1ed64967' class='xr-var-data-in' type='checkbox'><label for='data-bd472c4e-3a0b-47e1-8bc1-d7ce1ed64967' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>Highest Signal Detected</dd><dt><span>description :</span></dt><dd>Highest signal detected given in case of obscured cloud base (at flag_cloudcode 4), else NaN</dd></dl></div><div class='xr-var-data'><pre>array([nan, nan, nan, ..., nan, nan, nan], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>cloud_base_altitude</span></div><div class='xr-var-dims'>(time, cloud_layer)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>783.5 938.3 nan ... 411.8 nan nan</div><input id='attrs-72d149b8-8aa0-4766-9e43-6321d263ef73' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-72d149b8-8aa0-4766-9e43-6321d263ef73' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-adda3c4f-5163-4f74-8b79-4dc7426a5a42' class='xr-var-data-in' type='checkbox'><label for='data-adda3c4f-5163-4f74-8b79-4dc7426a5a42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time, cloud_layer</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>Cloud Base Altitude</dd><dt><span>description :</span></dt><dd>cloud base height of 1-3 cloud layers; NaN if no layer detected. Instrument height incorporated.</dd></dl></div><div class='xr-var-data'><pre>array([[ 783.53656, 938.3333 , nan],\n",
" [ 709.75 , 971.9231 , 1180. ],\n",
" [ 677.25 , 851.6667 , 1135. ],\n",
" ...,\n",
" [ 255.25 , 470.45456, nan],\n",
" [ 596.5 , 755. , nan],\n",
" [ 411.75 , nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sky_condition_cloud_fraction</span></div><div class='xr-var-dims'>(time, sky_condition_layer)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>7.0 8.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-721b08f2-de6c-41bd-b5eb-571d309bf65a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-721b08f2-de6c-41bd-b5eb-571d309bf65a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-581def9f-3516-4d1b-8284-f0e4f70d8785' class='xr-var-data-in' type='checkbox'><label for='data-581def9f-3516-4d1b-8284-f0e4f70d8785' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time, sky_condition_layer</dd><dt><span>units :</span></dt><dd>octal</dd><dt><span>long_name :</span></dt><dd>Sky Condition Cloud Fraction</dd><dt><span>description :</span></dt><dd>Cloud fraction calculated with the sky condition algorithm. 0-8 = cloud coverage of up to 5 levels; 9 = obscuration. NaN = missing data or no detected layer.</dd></dl></div><div class='xr-var-data'><pre>array([[7., 8., 0., 0., 0.],\n",
" [8., 0., 0., 0., 0.],\n",
" [8., 0., 0., 0., 0.],\n",
" ...,\n",
" [8., 0., 0., 0., 0.],\n",
" [8., 0., 0., 0., 0.],\n",
" [8., 0., 0., 0., 0.]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sky_condition_cloud_altitude</span></div><div class='xr-var-dims'>(time, sky_condition_layer)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>725.0 1.525e+03 nan ... nan nan nan</div><input id='attrs-58593bd7-06c4-4a1b-abfd-5c8bde7ee87c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-58593bd7-06c4-4a1b-abfd-5c8bde7ee87c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58f9031a-a32a-43e5-a9b5-cb4d2d3326a4' class='xr-var-data-in' type='checkbox'><label for='data-58f9031a-a32a-43e5-a9b5-cb4d2d3326a4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time, sky_condition_layer</dd><dt><span>units :</span></dt><dd>m</dd><dt><span>long_name :</span></dt><dd>Sky Condition Cloud Altitude</dd><dt><span>description :</span></dt><dd>Cloud layer height calculated with the sky condition algorithm. Cloud layer height given for 1-5 sky condition layers; NaN if no layer detected. Vertical visibility is reported as height if obscuration (at sky_condition_cloud_fraction 9). Instrument height incorporated.</dd></dl></div><div class='xr-var-data'><pre>array([[ 725., 1525., nan, nan, nan],\n",
" [ 655., nan, nan, nan, nan],\n",
" [ 585., nan, nan, nan, nan],\n",
" ...,\n",
" [ 155., nan, nan, nan, nan],\n",
" [ 235., nan, nan, nan, nan],\n",
" [ 365., nan, nan, nan, nan]], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>backscatter_profile</span></div><div class='xr-var-dims'>(time, range_levels)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>0.0005729 0.0004571 ... -0.0003775</div><input id='attrs-96012a65-865f-494c-9765-81b9a1a5c4ca' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-96012a65-865f-494c-9765-81b9a1a5c4ca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6dc18bb6-25fc-4353-b06d-864dd60e4c95' class='xr-var-data-in' type='checkbox'><label for='data-6dc18bb6-25fc-4353-b06d-864dd60e4c95' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>type :</span></dt><dd>float32</dd><dt><span>dimension :</span></dt><dd>time, range_levels</dd><dt><span>units :</span></dt><dd>1 km-1 steradians-1</dd><dt><span>long_name :</span></dt><dd>Backscatter Profile</dd><dt><span>description :</span></dt><dd>backscatter coefficient profile</dd></dl></div><div class='xr-var-data'><pre>array([[ 5.7292683e-04, 4.5707318e-04, 4.5439025e-04, ...,\n",
" 9.9268291e-05, 3.9487804e-04, 4.8731707e-04],\n",
" [ 1.5730000e-03, 1.4250000e-03, 1.4587500e-03, ...,\n",
" -4.4500001e-05, -7.3224999e-04, -5.9900002e-04],\n",
" [ 1.4905750e-02, 8.1692496e-03, 9.2337504e-03, ...,\n",
" -1.0550000e-04, -2.7724999e-04, 6.9250003e-05],\n",
" ...,\n",
" [ 2.8947501e-03, 3.6892500e-03, 4.4765002e-03, ...,\n",
" 2.6700000e-04, 7.8499998e-04, 3.2774999e-04],\n",
" [ 3.1457499e-03, 2.5472499e-03, 3.0722499e-03, ...,\n",
" -6.9825002e-04, -1.0052500e-03, -8.0824998e-04],\n",
" [ 1.5090750e-02, 9.6795000e-03, 1.4006000e-02, ...,\n",
" -2.8924999e-04, 1.2325001e-04, -3.7749999e-04]], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-86683f8c-5302-4e41-bdf2-991b861c6427' class='xr-section-summary-in' type='checkbox' ><label for='section-86683f8c-5302-4e41-bdf2-991b861c6427' class='xr-section-summary' >Attributes: <span>(27)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>Conventions :</span></dt><dd>CF-1.8</dd><dt><span>source :</span></dt><dd>Ceilometer</dd><dt><span>instrument_model :</span></dt><dd>Vaisala Ceilometer CL31</dd><dt><span>creator_name :</span></dt><dd>Sonja Murto</dd><dt><span>creator_email :</span></dt><dd>sonja.murto@misu.su.se</dd><dt><span>creator_url :</span></dt><dd>https://orcid.org/0000-0002-4966-9077</dd><dt><span>institution :</span></dt><dd>Stockholm University</dd><dt><span>processing_software :</span></dt><dd>Matlab (for creating the matlab file) and a jupyter notebook script (netCDF)</dd><dt><span>sampling_interval :</span></dt><dd>original 30s; here 20min averages</dd><dt><span>product_version :</span></dt><dd>v01</dd><dt><span>last_revised_date :</span></dt><dd>2024-05-31T15:00:00</dd><dt><span>project :</span></dt><dd>ARTofMELT</dd><dt><span>project_principal_investigator :</span></dt><dd>Michael Tjernström</dd><dt><span>project_principal_investigator_email :</span></dt><dd>michaelt@misu.su.se</dd><dt><span>project_principal_investigator_url :</span></dt><dd>https://orcid.org/0000-0002-6908-7410</dd><dt><span>acknowledgement :</span></dt><dd> Knut och Alice Wallenbergs Stiftelse, Grant 2016-0024</dd><dt><span>platform :</span></dt><dd>Swedish Icebreaker Oden</dd><dt><span>platform_type :</span></dt><dd>On Oden's 7th deck above the bridge</dd><dt><span>deployment_mode :</span></dt><dd>ship</dd><dt><span>title :</span></dt><dd>Ceilometer cloud base height, vertical visibility and backscatter profiles</dd><dt><span>feature_type :</span></dt><dd>time series</dd><dt><span>time_coverage_start :</span></dt><dd>2023-05-07T00:10:22</dd><dt><span>time_coverage_end :</span></dt><dd>2023-06-13T16:10:07</dd><dt><span>geospatial_bounds :</span></dt><dd>80.52392166666667N, -3.8737749999999997E, 78.04355166666666N, 15.660881666666667E</dd><dt><span>platform_altitude :</span></dt><dd>Located at approximately 25 m a.s.l</dd><dt><span>location_keywords :</span></dt><dd>Oden, Arctic Ocean, Fram Strait, atmosphere, on the ship</dd><dt><span>comments :</span></dt><dd>This file consists of 20 min averages of ceilometer data measured with the Vaisala Ceilometer CL31 that was located on the 7th deck, above the bridge (at approximately 25m).The sky condition measurements are time averages to represent an area average. The vertical resolution is 10m * 770, but the measurement height (25m) is included in the backscatter profile ranges, as well as in the cloud base heights (cloud_base_altitude and sky_condition_cloud_altitude). Geospatial bounds are taken from the gps location of the weather station dataset located on Oden. Time variables month, day, hour, minute and second are approximated to the nearest second. Data produced by Sonja Murto. See the document - Readme_CL.txt - for more details.</dd></dl></div></li></ul></div></div>"
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],
"text/plain": [
"<xarray.Dataset>\n",
"Dimensions: (cloud_layer: 3, range_levels: 770, sky_condition_layer: 5, time: 2713)\n",
"Coordinates:\n",
" * time (time) datetime64[ns] 2023-05-07T00:10:22.2...\n",
" * range_levels (range_levels) int32 1 2 3 4 ... 768 769 770\n",
" * cloud_layer (cloud_layer) int32 1 2 3\n",
" * sky_condition_layer (sky_condition_layer) int32 1 2 3 4 5\n",
"Data variables: (12/15)\n",
" day_of_year (time) float32 127.0 127.0 ... 164.7 164.7\n",
" year (time) int32 2023 2023 2023 ... 2023 2023 2023\n",
" month (time) int32 5 5 5 5 5 5 5 5 ... 6 6 6 6 6 6 6\n",
" day (time) int32 7 7 7 7 7 7 ... 13 13 13 13 13 13\n",
" hour (time) int32 0 0 0 1 1 1 ... 14 14 15 15 15 16\n",
" minute (time) int32 10 30 50 10 30 ... 50 10 30 50 10\n",
" ... ...\n",
" vertical_visibility (time) float32 nan nan nan nan ... nan nan nan\n",
" highest_detected_signal (time) float32 nan nan nan nan ... nan nan nan\n",
" cloud_base_altitude (time, cloud_layer) float32 783.5 ... nan\n",
" sky_condition_cloud_fraction (time, sky_condition_layer) float32 7.0 ......\n",
" sky_condition_cloud_altitude (time, sky_condition_layer) float32 725.0 ....\n",
" backscatter_profile (time, range_levels) float32 0.0005729 ... ...\n",
"Attributes: (12/27)\n",
" Conventions: CF-1.8\n",
" source: Ceilometer\n",
" instrument_model: Vaisala Ceilometer CL31\n",
" creator_name: Sonja Murto\n",
" creator_email: sonja.murto@misu.su.se\n",
" creator_url: https://orcid.org/0000-0002-4966-9077\n",
" ... ...\n",
" time_coverage_start: 2023-05-07T00:10:22\n",
" time_coverage_end: 2023-06-13T16:10:07\n",
" geospatial_bounds: 80.52392166666667N, -3.87377499999...\n",
" platform_altitude: Located at approximately 25 m a.s.l\n",
" location_keywords: Oden, Arctic Ocean, Fram Strait, a...\n",
" comments: This file consists of 20 min avera..."
]
},
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ds_all"
]
},
{
"cell_type": "code",
"metadata": {},
"outputs": [],
"source": [
"#save to netCDF\n",
"ds_all.to_netcdf(load_data + 'CL31_ceilometer_ARTofMELT_20230507_20230613_20min_v01.nc')"
]
},
{
"cell_type": "code",
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"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"#test plot\n",
"ds_all.sel(cloud_layer=1).cloud_base_altitude.plot(color='r',label='cloud_layer = 1')\n",
"ds_all.sel(cloud_layer=2).cloud_base_altitude.plot(color='b',label='cloud_layer = 2')\n",
"ds_all.sel(cloud_layer=3).cloud_base_altitude.plot(color='y',label='cloud_layer = 3')\n",
"\n",
"plt.title('')\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
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}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.5"
}
},
"nbformat": 4,
"nbformat_minor": 5
}