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@lsetiawan
Created October 7, 2022 21:40
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PR 824 Review for Echopype with OOI Dataset
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{
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"id": "6e7176de-5498-4689-bbfd-8f799a9eb8ce",
"metadata": {
"execution": {
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"source": [
"from dask.distributed import LocalCluster, Client\n",
"import dask"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c50ebb90-a6e8-450b-b958-3b9df77b9eee",
"metadata": {
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},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"2022-10-07 13:40:58,653 - distributed.diskutils - INFO - Found stale lock file and directory '/tmp/dask-worker-space/worker-3rzpod9f', purging\n",
"2022-10-07 13:40:58,653 - distributed.diskutils - INFO - Found stale lock file and directory '/tmp/dask-worker-space/worker-aotg0c18', purging\n",
"2022-10-07 13:40:58,653 - distributed.diskutils - INFO - Found stale lock file and directory '/tmp/dask-worker-space/worker-x_n5m7io', purging\n",
"2022-10-07 13:40:58,653 - distributed.diskutils - INFO - Found stale lock file and directory '/tmp/dask-worker-space/worker-optl_bwa', purging\n"
]
}
],
"source": [
"cluster = LocalCluster()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "0a51c4fd-b02f-4899-9d00-74471bd2e7f1",
"metadata": {
"execution": {
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},
"outputs": [],
"source": [
"client = Client(cluster)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "7b84ab30-8cda-4af6-908c-8d377e1ab272",
"metadata": {
"execution": {
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},
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},
"outputs": [],
"source": [
"import fsspec\n",
"import datetime as dt\n",
"from dateutil import parser as dtparser\n",
"import itertools as it\n",
"from pathlib import Path\n",
"import echopype as ep\n",
"import os\n",
"import traceback\n",
"import json\n",
"import asyncio"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "768dbf5b-8a57-470f-9835-675f0213b255",
"metadata": {
"execution": {
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},
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},
"outputs": [],
"source": [
"def parse_exception(exception):\n",
" exc_dict = {\n",
" 'type': type(exception).__name__,\n",
" 'value': str(exception),\n",
" 'traceback': \"\".join(\n",
" traceback.format_exception(\n",
" type(exception), exception, exception.__traceback__\n",
" )\n",
" ),\n",
" }\n",
" return exc_dict"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "d964b09b-6f3c-474e-8aaa-8569e0173479",
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"outputs": [
{
"data": {
"text/plain": [
"'0.6.1.dev187+ga3b3f7f'"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ep.__version__"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "1e51af37-e04d-4b36-a8a6-a079d55bbeba",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [],
"source": [
"fs = fsspec.filesystem('https')"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "85a6c27e-e4b3-4154-ac89-9f1f6c251143",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [],
"source": [
"ooi_raw_url = (\n",
" \"https://rawdata.oceanobservatories.org/files/\"\n",
" \"CE04OSPS/PC01B/ZPLSCB102_10.33.10.143/2017/08\"\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "86a4fd2a-46da-4eec-af0d-f7c37071cfd0",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:40:59.793061Z",
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"shell.execute_reply.started": "2022-10-07T20:40:59.793041Z"
},
"tags": []
},
"outputs": [],
"source": [
"def in_range(raw_file: str, start: dt.datetime, end: dt.datetime) -> bool:\n",
" \"\"\"Check if file url is in datetime range\"\"\"\n",
" file_name = Path(raw_file).name\n",
" file_datetime = dtparser.parse(file_name, fuzzy=True)\n",
" return file_datetime >= start and file_datetime <= end"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "90f904a9-4c34-48aa-953b-6a62acdc3af2",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:40:59.855440Z",
"iopub.status.busy": "2022-10-07T20:40:59.855224Z",
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"shell.execute_reply": "2022-10-07T20:40:59.860433Z",
"shell.execute_reply.started": "2022-10-07T20:40:59.855421Z"
},
"tags": []
},
"outputs": [],
"source": [
"start_datetime = dt.datetime(2017, 8, 1, 0, 0)\n",
"end_datetime = dt.datetime(2017, 8, 31, 23, 59)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "3d139595-11df-413b-8830-5a8a86503da2",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:40:59.862160Z",
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},
"tags": []
},
"outputs": [],
"source": [
"desired_day_urls = [f\"{ooi_raw_url}/{day}\" for day in range(start_datetime.day, end_datetime.day + 1)]"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "11aa4d96-07dc-4c13-aaa3-5a3e1eee03e9",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [],
"source": [
"all_raw_file_urls = it.chain.from_iterable([fs.glob(f\"{day_url}/*.raw\") for day_url in desired_day_urls])"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "9a219571-2152-48c1-83c8-079ce836a543",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:41:02.306485Z",
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},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"There are 318 raw files within the specified datetime range.\n"
]
}
],
"source": [
"desired_raw_file_urls = list(filter(\n",
" lambda raw_file: in_range(\n",
" raw_file, \n",
" start_datetime-dt.timedelta(hours=3), # 3 hour buffer to select files\n",
" end_datetime+dt.timedelta(hours=3)\n",
" ), \n",
" all_raw_file_urls\n",
"))\n",
"\n",
"\n",
"print(f\"There are {len(desired_raw_file_urls)} raw files within the specified datetime range.\")"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "2308786d-553e-4c15-9088-11ca44035d87",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:41:02.345889Z",
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},
"tags": []
},
"outputs": [],
"source": [
"base_dpath = Path('./exports')\n",
"base_dpath.mkdir(exist_ok=True)\n",
"\n",
"# Create a directory for all files\n",
"output_dpath = Path(base_dpath / 'ooimooring_allfiles')\n",
"output_dpath.mkdir(exist_ok=True)\n",
"\n",
"failed_dpath = Path('./failed')\n",
"failed_dpath.mkdir(exist_ok=True)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "75a5cdb5-7986-4659-9bd9-9090e4a24ed2",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:41:02.351657Z",
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},
"tags": []
},
"outputs": [],
"source": [
"def open_and_save(raw_file, sonar_model, offload_to_zarr, save_path, overwrite, open_kwargs={}, save_kwargs={}):\n",
" try:\n",
" ed = ep.open_raw(raw_file=raw_file, sonar_model=sonar_model, offload_to_zarr=offload_to_zarr, **open_kwargs)\n",
" ed.to_zarr(save_path=save_path, overwrite=overwrite, **save_kwargs)\n",
" return ed.converted_raw_path\n",
" except Exception as e:\n",
" exc_dict = parse_exception(e)\n",
" failed_file = failed_dpath / f\"{os.path.basename(raw_file)}.txt\"\n",
" failed_file.write_text(json.dumps(exc_dict))"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "24f646e5-e9a9-4c85-b1d1-06793a1962ab",
"metadata": {
"execution": {
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},
"tags": []
},
"outputs": [],
"source": [
"jobs = []\n",
"for raw_file_url in desired_raw_file_urls:\n",
" # Read and convert\n",
" converted_path = client.submit(open_and_save,\n",
" raw_file=raw_file_url,\n",
" sonar_model='ek60',\n",
" offload_to_zarr=True,\n",
" save_path=output_dpath, \n",
" overwrite=True)\n",
" jobs.append(converted_path)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "834733a0-5240-4ab0-828b-a00539740aaf",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:41:16.778625Z",
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"shell.execute_reply.started": "2022-10-07T20:41:16.778595Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 3min 24s, sys: 29.3 s, total: 3min 54s\n",
"Wall time: 16min 30s\n"
]
}
],
"source": [
"%%time\n",
"converted_paths = client.gather(jobs)\n",
"ed_list = [ep.open_converted(converted_file) for converted_file in converted_paths]"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "b0d9ef33-1a43-40c3-aa78-53e0ae05bcdf",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:57:47.334144Z",
"iopub.status.busy": "2022-10-07T20:57:47.333845Z",
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"shell.execute_reply.started": "2022-10-07T20:57:47.334114Z"
},
"tags": []
},
"outputs": [],
"source": [
"# Use fsspec locally to assemble a list of converted files\n",
"# fs_local = fsspec.filesystem('file')\n",
"# ed_list = []\n",
"# for converted_file in fs_local.glob(output_dpath / f\"*.zarr\"):\n",
"# ed_list.append(ep.open_converted(converted_file))"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "56034ca5-332c-459c-8e21-9629ca24db86",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T20:57:47.339041Z",
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"shell.execute_reply.started": "2022-10-07T20:57:47.339015Z"
},
"tags": []
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"CPU times: user 9min 23s, sys: 59 s, total: 10min 22s\n",
"Wall time: 15min 45s\n"
]
}
],
"source": [
"%%time\n",
"combined = ep.combine_echodata(\n",
" ed_list,\n",
" zarr_path=\"./combined.zarr\",\n",
" overwrite=True,\n",
" client=client)"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "7a23df27-3efe-4d4c-9da2-148f2c1d3670",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T21:23:58.288095Z",
"iopub.status.busy": "2022-10-07T21:23:58.287779Z",
"iopub.status.idle": "2022-10-07T21:23:58.293090Z",
"shell.execute_reply": "2022-10-07T21:23:58.291928Z",
"shell.execute_reply.started": "2022-10-07T21:23:58.288057Z"
}
},
"outputs": [],
"source": [
"from dask.utils import memory_repr"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "7a2f2567-2c51-4b8e-9710-14dbab776b42",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T21:25:45.330718Z",
"iopub.status.busy": "2022-10-07T21:25:45.330381Z",
"iopub.status.idle": "2022-10-07T21:25:45.339119Z",
"shell.execute_reply": "2022-10-07T21:25:45.338274Z",
"shell.execute_reply.started": "2022-10-07T21:25:45.330676Z"
},
"tags": []
},
"outputs": [],
"source": [
"total_bytes = []\n",
"for group in combined.group_paths:\n",
" ds = combined[group]\n",
" total_bytes.append(ds.nbytes)"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "909193c7-fab8-4fd3-8cbf-fb9c25a1aef8",
"metadata": {
"execution": {
"iopub.execute_input": "2022-10-07T21:25:56.888597Z",
"iopub.status.busy": "2022-10-07T21:25:56.888397Z",
"iopub.status.idle": "2022-10-07T21:25:56.893280Z",
"shell.execute_reply": "2022-10-07T21:25:56.892497Z",
"shell.execute_reply.started": "2022-10-07T21:25:56.888575Z"
},
"tags": []
},
"outputs": [
{
"data": {
"text/plain": [
"'133.3 GB'"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"memory_repr(sum(total_bytes))"
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "c690b8ce-749c-4a02-a86f-a0364886194d",
"metadata": {
"execution": {
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},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
" <div class='xr-header'>\n",
" <div class=\"xr-obj-type\">EchoData: standardized raw data from /home/lsetiawan/GitRepos/GitHub/echopype/don_dev/CombineEchodataCheck/combined.zarr</div>\n",
" </div>\n",
" <ul class=\"xr-sections group-sections\">\n",
" <li class=\"xr-section-list\"><input id=\"idata_72ad639488021fb8aecbd2b7eb648ac6\" class=\"xr-section-summary-in\" type=\"checkbox\">\n",
" <label for=\"idata_72ad639488021fb8aecbd2b7eb648ac6\" class=\"xr-section-summary\">Top-level: contains metadata about the SONAR-netCDF4 file format.</label>\n",
" <div class=\"xr-section-inline-details\"></div>\n",
" <div class=\"xr-section-details\">\n",
" <ul id=\"xr-dataset-coord-list\" class=\"xr-var-list\">\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: ()\n",
"Data variables:\n",
" *empty*\n",
"Attributes:\n",
" conventions: CF-1.7, SONAR-netCDF4-1.0, ACDD-1.3\n",
" date_created: 2017-08-10T00:00:00Z\n",
" keywords: EK60\n",
" sonar_convention_authority: ICES\n",
" sonar_convention_name: SONAR-netCDF4\n",
" sonar_convention_version: 1.0\n",
" summary: \n",
" survey_name: \n",
" title: </pre><div class='xr-wrap' style='display:none'><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-7d03a85c-3071-4681-bfcd-25fc328db3c8' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7d03a85c-3071-4681-bfcd-25fc328db3c8' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-36fff19d-fc76-4cf4-b0b6-ff48fb839c11' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-36fff19d-fc76-4cf4-b0b6-ff48fb839c11' class='xr-section-summary' title='Expand/collapse section'>Coordinates: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-217c8bcd-fdcf-4859-ba5c-90a839ce177e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-217c8bcd-fdcf-4859-ba5c-90a839ce177e' class='xr-section-summary' title='Expand/collapse section'>Data variables: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'></ul></div></li><li class='xr-section-item'><input id='section-effecfaf-8f69-49ca-953b-fd7f3f0091c8' class='xr-section-summary-in' type='checkbox' checked><label for='section-effecfaf-8f69-49ca-953b-fd7f3f0091c8' class='xr-section-summary' >Attributes: <span>(9)</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-1.7, SONAR-netCDF4-1.0, ACDD-1.3</dd><dt><span>date_created :</span></dt><dd>2017-08-10T00:00:00Z</dd><dt><span>keywords :</span></dt><dd>EK60</dd><dt><span>sonar_convention_authority :</span></dt><dd>ICES</dd><dt><span>sonar_convention_name :</span></dt><dd>SONAR-netCDF4</dd><dt><span>sonar_convention_version :</span></dt><dd>1.0</dd><dt><span>summary :</span></dt><dd></dd><dt><span>survey_name :</span></dt><dd></dd><dt><span>title :</span></dt><dd></dd></dl></div></li></ul></div></div><br></div>\n",
" </ul>\n",
" </div>\n",
" </li>\n",
" <ul><li class=\"xr-section-list\"><input id=\"idata_645911dc143a6ec95de16f57a124d506\" class=\"xr-section-summary-in\" type=\"checkbox\">\n",
" <label for=\"idata_645911dc143a6ec95de16f57a124d506\" class=\"xr-section-summary\">Environment: contains information relevant to acoustic propagation through water.</label>\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (channel: 3, time1: 1837920)\n",
"Coordinates:\n",
" * channel (channel) &lt;U39 &#x27;GPT 38 kHz 00907208dd13 5-1 OOI....\n",
" * time1 (time1) datetime64[ns] 2017-08-10T00:00:00.061000...\n",
"Data variables:\n",
" absorption_indicative (channel, time1) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" frequency_nominal (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" sound_speed_indicative (channel, time1) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><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-da02ea75-5190-4f0f-8b6c-c5662f95bbd4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-da02ea75-5190-4f0f-8b6c-c5662f95bbd4' 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'>channel</span>: 3</li><li><span class='xr-has-index'>time1</span>: 1837920</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a69538c9-429d-4bac-aafe-9241d8ab85e4' class='xr-section-summary-in' type='checkbox' checked><label for='section-a69538c9-429d-4bac-aafe-9241d8ab85e4' class='xr-section-summary' >Coordinates: <span>(2)</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'>channel</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>&lt;U39</div><div class='xr-var-preview xr-preview'>&#x27;GPT 38 kHz 00907208dd13 5-1 OO...</div><input id='attrs-251fc383-a9af-412b-9658-b8f96b6c73c6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-251fc383-a9af-412b-9658-b8f96b6c73c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86889a57-b5df-47d5-86cb-07b5416b656d' class='xr-var-data-in' type='checkbox'><label for='data-86889a57-b5df-47d5-86cb-07b5416b656d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vendor channel ID</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;GPT 38 kHz 00907208dd13 5-1 OOI.38|200&#x27;,\n",
" &#x27;GPT 120 kHz 00907208a0b1 3-1 ES120-7CD&#x27;,\n",
" &#x27;GPT 200 kHz 00907208dd13 5-2 OOI38|200&#x27;], dtype=&#x27;&lt;U39&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time1</span></div><div class='xr-var-dims'>(time1)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-22cb1e0d-7ed1-4de3-829c-733d33465cbc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-22cb1e0d-7ed1-4de3-829c-733d33465cbc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9713cc4f-1e61-42c4-a139-7e21adc4d11e' class='xr-var-data-in' type='checkbox'><label for='data-9713cc4f-1e61-42c4-a139-7e21adc4d11e' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Time coordinate corresponding to environmental variables.</dd><dt><span>long_name :</span></dt><dd>Timestamps for NMEA position datagrams</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ..., &#x27;2017-08-31T23:55:24.589000192&#x27;,\n",
" &#x27;2017-08-31T23:55:25.592000000&#x27;, &#x27;2017-08-31T23:55:26.594999808&#x27;],\n",
" dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ebaaf443-4745-4808-9fbe-6c81615d6ff8' class='xr-section-summary-in' type='checkbox' checked><label for='section-ebaaf443-4745-4808-9fbe-6c81615d6ff8' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>absorption_indicative</span></div><div class='xr-var-dims'>(channel, time1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-999ea9cc-3808-4ada-b842-a889da91e1fb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-999ea9cc-3808-4ada-b842-a889da91e1fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-deb718da-c7aa-407a-b979-6a7a2405ab2a' class='xr-var-data-in' type='checkbox'><label for='data-deb718da-c7aa-407a-b979-6a7a2405ab2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Indicative acoustic absorption</dd><dt><span>units :</span></dt><dd>dB/m</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
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" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 42.07 MiB </td>\n",
" <td> 23.44 kiB </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3, 1837920) </td>\n",
" <td> (3, 1000) </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frequency_nominal</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-3d77dd99-d343-4539-9bf4-a6c96c850537' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3d77dd99-d343-4539-9bf4-a6c96c850537' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-db46c1e2-a239-41b9-bae4-1f8b11717f58' class='xr-var-data-in' type='checkbox'><label for='data-db46c1e2-a239-41b9-bae4-1f8b11717f58' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Transducer frequency</dd><dt><span>standard_name :</span></dt><dd>sound_frequency</dd><dt><span>units :</span></dt><dd>Hz</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
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" <tbody>\n",
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" \n",
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" <th> Shape </th>\n",
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" <tr>\n",
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" <tr>\n",
" <th> Type </th>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sound_speed_indicative</span></div><div class='xr-var-dims'>(channel, time1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-b461e34c-ada4-416c-9879-fb72dce0a57f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b461e34c-ada4-416c-9879-fb72dce0a57f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63df6044-ccf2-41a6-8f56-d278e7982f52' class='xr-var-data-in' type='checkbox'><label for='data-63df6044-ccf2-41a6-8f56-d278e7982f52' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Indicative sound speed</dd><dt><span>standard_name :</span></dt><dd>speed_of_sound_in_sea_water</dd><dt><span>units :</span></dt><dd>m/s</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
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" <td>\n",
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" \n",
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" <th> Bytes </th>\n",
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" <td> 23.44 kiB </td>\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (channel: 3, time1: 318, time2: 1837920, time3: 1837920)\n",
"Coordinates:\n",
" * channel (channel) &lt;U39 &#x27;GPT 38 kHz 00907208dd13 5-1 OOI.38|...\n",
" * time1 (time1) datetime64[ns] NaT NaT NaT NaT ... NaT NaT NaT\n",
" * time2 (time2) datetime64[ns] 2017-08-10T00:00:00.061000192...\n",
" * time3 (time3) datetime64[ns] 2017-08-10T00:00:00.061000192...\n",
"Data variables: (12/20)\n",
" MRU_offset_x (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" MRU_offset_y (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" MRU_offset_z (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" MRU_rotation_x (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" MRU_rotation_y (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" MRU_rotation_z (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" ... ...\n",
" sentence_type (time1) float64 dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;\n",
" transducer_offset_x (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" transducer_offset_y (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" transducer_offset_z (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" vertical_offset (channel, time2) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" water_level (channel, time3) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><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-d6d48686-5dcb-4ad9-b45a-6272342b9dbe' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d6d48686-5dcb-4ad9-b45a-6272342b9dbe' 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'>channel</span>: 3</li><li><span class='xr-has-index'>time1</span>: 318</li><li><span class='xr-has-index'>time2</span>: 1837920</li><li><span class='xr-has-index'>time3</span>: 1837920</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-376e766b-77f0-410a-9f1f-11ba7632968f' class='xr-section-summary-in' type='checkbox' checked><label for='section-376e766b-77f0-410a-9f1f-11ba7632968f' 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'>channel</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>&lt;U39</div><div class='xr-var-preview xr-preview'>&#x27;GPT 38 kHz 00907208dd13 5-1 OO...</div><input id='attrs-88a63f65-7372-4e62-9d7e-d5c4d8472ac0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-88a63f65-7372-4e62-9d7e-d5c4d8472ac0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9fc52de3-a0a6-41b4-ba98-7d492e426ceb' class='xr-var-data-in' type='checkbox'><label for='data-9fc52de3-a0a6-41b4-ba98-7d492e426ceb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vendor channel ID</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;GPT 38 kHz 00907208dd13 5-1 OOI.38|200&#x27;,\n",
" &#x27;GPT 120 kHz 00907208a0b1 3-1 ES120-7CD&#x27;,\n",
" &#x27;GPT 200 kHz 00907208dd13 5-2 OOI38|200&#x27;], dtype=&#x27;&lt;U39&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time1</span></div><div class='xr-var-dims'>(time1)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>NaT NaT NaT NaT ... NaT NaT NaT NaT</div><input id='attrs-56791b61-4c5f-4e11-a38d-3074702b55c4' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-56791b61-4c5f-4e11-a38d-3074702b55c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f6e3b928-0aa5-41e7-ae1c-7d8ac7456992' class='xr-var-data-in' type='checkbox'><label for='data-f6e3b928-0aa5-41e7-ae1c-7d8ac7456992' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Time coordinate corresponding to NMEA position data.</dd><dt><span>long_name :</span></dt><dd>Timestamps for NMEA datagrams</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;NaT&#x27;, &#x27;NaT&#x27;, &#x27;NaT&#x27;, ..., &#x27;NaT&#x27;, &#x27;NaT&#x27;, &#x27;NaT&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time2</span></div><div class='xr-var-dims'>(time2)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-7b1321d1-17a6-4a22-8b9d-366953637805' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7b1321d1-17a6-4a22-8b9d-366953637805' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8b36a6f-cc38-4b40-a7b2-1b317c8fd229' class='xr-var-data-in' type='checkbox'><label for='data-b8b36a6f-cc38-4b40-a7b2-1b317c8fd229' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Time coordinate corresponding to platform motion and orientation data.</dd><dt><span>long_name :</span></dt><dd>Timestamps for platform motion and orientation data</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ..., &#x27;2017-08-31T23:55:24.589000192&#x27;,\n",
" &#x27;2017-08-31T23:55:25.592000000&#x27;, &#x27;2017-08-31T23:55:26.594999808&#x27;],\n",
" dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time3</span></div><div class='xr-var-dims'>(time3)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-95f2ca43-c30e-49b8-b8c7-2433db305aae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-95f2ca43-c30e-49b8-b8c7-2433db305aae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82aa9d75-af68-4f14-9966-a285d5032bed' class='xr-var-data-in' type='checkbox'><label for='data-82aa9d75-af68-4f14-9966-a285d5032bed' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Time coordinate corresponding to platform-related sampling environment.</dd><dt><span>long_name :</span></dt><dd>Timestamps for platform-related sampling environment</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ..., &#x27;2017-08-31T23:55:24.589000192&#x27;,\n",
" &#x27;2017-08-31T23:55:25.592000000&#x27;, &#x27;2017-08-31T23:55:26.594999808&#x27;],\n",
" dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7ca1a1cc-30c6-4750-8a09-c2f17e1163a8' class='xr-section-summary-in' type='checkbox' ><label for='section-7ca1a1cc-30c6-4750-8a09-c2f17e1163a8' class='xr-section-summary' >Data variables: <span>(20)</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>MRU_offset_x</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-0e72e348-10b5-47f7-82ed-fdb94f2e0a72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0e72e348-10b5-47f7-82ed-fdb94f2e0a72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8987de29-80c6-4350-905d-66ba2ec39480' class='xr-var-data-in' type='checkbox'><label for='data-8987de29-80c6-4350-905d-66ba2ec39480' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Distance along the x-axis from the platform coordinate system origin to the motion reference unit sensor origin</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
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" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 24 B </td>\n",
" <td> 24 B </td>\n",
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" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3,) </td>\n",
" <td> (3,) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MRU_offset_y</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-e1d7b4b9-ba99-4ddf-8edc-2e85806a8d91' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e1d7b4b9-ba99-4ddf-8edc-2e85806a8d91' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e8f8225-1026-4dec-bcc2-cec3db8688fa' class='xr-var-data-in' type='checkbox'><label for='data-9e8f8225-1026-4dec-bcc2-cec3db8688fa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Distance along the y-axis from the platform coordinate system origin to the motion reference unit sensor origin</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 24 B </td>\n",
" <td> 24 B </td>\n",
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" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3,) </td>\n",
" <td> (3,) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
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"\n",
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"</svg>\n",
" </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MRU_offset_z</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-ca15efaa-6449-4fa3-923d-6eb4414dbe47' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ca15efaa-6449-4fa3-923d-6eb4414dbe47' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93191797-b86d-46e4-beb4-89ab518597ae' class='xr-var-data-in' type='checkbox'><label for='data-93191797-b86d-46e4-beb4-89ab518597ae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Distance along the z-axis from the platform coordinate system origin to the motion reference unit sensor origin</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 24 B </td>\n",
" <td> 24 B </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3,) </td>\n",
" <td> (3,) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
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"</svg>\n",
" </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MRU_rotation_x</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-4797015c-3466-4f4a-b701-eb122b0176b3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4797015c-3466-4f4a-b701-eb122b0176b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a640e757-27f3-43c8-889f-8c5c6d8a71ab' class='xr-var-data-in' type='checkbox'><label for='data-a640e757-27f3-43c8-889f-8c5c6d8a71ab' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Extrinsic rotation about the x-axis from the platform to MRU coordinate systems</dd><dt><span>units :</span></dt><dd>arc_degree</dd><dt><span>valid_range :</span></dt><dd>(–180.0, 180.0)</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 24 B </td>\n",
" <td> 24 B </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3,) </td>\n",
" <td> (3,) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
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" <td>\n",
" <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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" </td>\n",
" </tr>\n",
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" <td> (3,) </td>\n",
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" <tr>\n",
" <th> Count </th>\n",
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" <td> 1 Chunks </td>\n",
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" <tr>\n",
" <th> Type </th>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>MRU_rotation_z</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-67715588-b8a3-4195-8626-e97bbf849d37' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-67715588-b8a3-4195-8626-e97bbf849d37' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5c71eba1-58e6-4bc2-b127-4c4d67bde2b9' class='xr-var-data-in' type='checkbox'><label for='data-5c71eba1-58e6-4bc2-b127-4c4d67bde2b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Extrinsic rotation about the z-axis from the platform to MRU coordinate systems</dd><dt><span>units :</span></dt><dd>arc_degree</dd><dt><span>valid_range :</span></dt><dd>(–180.0, 180.0)</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
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" <td> </td>\n",
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" <tbody>\n",
" \n",
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" <th> Bytes </th>\n",
" <td> 24 B </td>\n",
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" \n",
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" <td> (3,) </td>\n",
" <td> (3,) </td>\n",
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" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frequency_nominal</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-4abae4ad-bb6e-4247-b095-220e9b2dec11' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4abae4ad-bb6e-4247-b095-220e9b2dec11' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2513c2f4-ef07-4fbf-a6a7-d30195d0ba0b' class='xr-var-data-in' type='checkbox'><label for='data-2513c2f4-ef07-4fbf-a6a7-d30195d0ba0b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Transducer frequency</dd><dt><span>standard_name :</span></dt><dd>sound_frequency</dd><dt><span>units :</span></dt><dd>Hz</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>(time1)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-32a68547-d1ff-424a-873f-acb6850403f0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-32a68547-d1ff-424a-873f-acb6850403f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9c1e332f-9e83-4efb-aa65-12f0c339f0aa' class='xr-var-data-in' type='checkbox'><label for='data-9c1e332f-9e83-4efb-aa65-12f0c339f0aa' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Platform longitude</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd><dt><span>valid_range :</span></dt><dd>(-180.0, 180.0)</dd></dl></div><div class='xr-var-data'><table>\n",
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" <td>\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (time1: 318)\n",
"Coordinates:\n",
" * time1 (time1) datetime64[ns] 2017-08-10T00:00:00.060999680 ... 2...\n",
"Data variables:\n",
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" &#x27;2017-08-10T22:32:09.087000064&#x27;, ..., &#x27;2017-08-31T19:48:50.843999744&#x27;,\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (echodata_filename: 318,\n",
" environment_attr_key: 0, filenames: 318,\n",
" platform_attr_key: 0,\n",
" platform_nmea_attr_key: 1,\n",
" provenance_attr_key: 4,\n",
" sonar_attr_key: 6,\n",
" ...\n",
" top_level_attr_key: 9,\n",
" vendor_specific_attr_key: 0,\n",
" platform_old_time3_dim: 1837920,\n",
" platform_old_time2_dim: 1837920,\n",
" environment_old_time1_dim: 1837920,\n",
" sonar_beam_group1_old_ping_time_dim: 1837920)\n",
"Coordinates:\n",
" * echodata_filename (echodata_filename) &lt;U26 &#x27;OOI-D20170810-...\n",
" * environment_attr_key (environment_attr_key) float64 \n",
" * filenames (filenames) int64 0 1 2 3 ... 315 316 317\n",
" * platform_attr_key (platform_attr_key) float64 \n",
" * platform_nmea_attr_key (platform_nmea_attr_key) &lt;U11 &#x27;description&#x27;\n",
" * provenance_attr_key (provenance_attr_key) &lt;U27 &#x27;conversion_s...\n",
" * sonar_attr_key (sonar_attr_key) &lt;U22 &#x27;sonar_manufacture...\n",
" * sonar_beam_group1_attr_key (sonar_beam_group1_attr_key) &lt;U21 &#x27;beam_...\n",
" * top_level_attr_key (top_level_attr_key) &lt;U26 &#x27;conventions&#x27; ...\n",
" * vendor_specific_attr_key (vendor_specific_attr_key) float64 \n",
"Dimensions without coordinates: platform_old_time3_dim, platform_old_time2_dim,\n",
" environment_old_time1_dim,\n",
" sonar_beam_group1_old_ping_time_dim\n",
"Data variables: (12/13)\n",
" environment_attrs (echodata_filename, environment_attr_key) float64 dask.array&lt;chunksize=(318, 0), meta=np.ndarray&gt;\n",
" platform_attrs (echodata_filename, platform_attr_key) float64 dask.array&lt;chunksize=(318, 0), meta=np.ndarray&gt;\n",
" platform_nmea_attrs (echodata_filename, platform_nmea_attr_key) &lt;U25 dask.array&lt;chunksize=(318, 1), meta=np.ndarray&gt;\n",
" provenance_attrs (echodata_filename, provenance_attr_key) &lt;U21 dask.array&lt;chunksize=(318, 4), meta=np.ndarray&gt;\n",
" sonar_attrs (echodata_filename, sonar_attr_key) &lt;U11 dask.array&lt;chunksize=(318, 6), meta=np.ndarray&gt;\n",
" sonar_beam_group1_attrs (echodata_filename, sonar_beam_group1_attr_key) &lt;U8 dask.array&lt;chunksize=(318, 2), meta=np.ndarray&gt;\n",
" ... ...\n",
" top_level_attrs (echodata_filename, top_level_attr_key) &lt;U35 dask.array&lt;chunksize=(159, 9), meta=np.ndarray&gt;\n",
" vendor_specific_attrs (echodata_filename, vendor_specific_attr_key) float64 dask.array&lt;chunksize=(318, 0), meta=np.ndarray&gt;\n",
" platform_old_time3 (platform_old_time3_dim) datetime64[ns] ...\n",
" platform_old_time2 (platform_old_time2_dim) datetime64[ns] ...\n",
" environment_old_time1 (environment_old_time1_dim) datetime64[ns] ...\n",
" sonar_beam_group1_old_ping_time (sonar_beam_group1_old_ping_time_dim) datetime64[ns] ...\n",
"Attributes:\n",
" conversion_software_name: echopype\n",
" conversion_software_version: 0.6.1.dev187+ga3b3f7f\n",
" conversion_time: 2022-10-07T21:12:58Z\n",
" duplicate_ping_times: 0\n",
" reversed_ping_times: 1</pre><div class='xr-wrap' style='display:none'><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-221fcb62-344e-45ed-8b59-f1c0a8db261a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-221fcb62-344e-45ed-8b59-f1c0a8db261a' 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'>echodata_filename</span>: 318</li><li><span class='xr-has-index'>environment_attr_key</span>: 0</li><li><span class='xr-has-index'>filenames</span>: 318</li><li><span class='xr-has-index'>platform_attr_key</span>: 0</li><li><span class='xr-has-index'>platform_nmea_attr_key</span>: 1</li><li><span class='xr-has-index'>provenance_attr_key</span>: 4</li><li><span class='xr-has-index'>sonar_attr_key</span>: 6</li><li><span class='xr-has-index'>sonar_beam_group1_attr_key</span>: 2</li><li><span class='xr-has-index'>top_level_attr_key</span>: 9</li><li><span class='xr-has-index'>vendor_specific_attr_key</span>: 0</li><li><span>platform_old_time3_dim</span>: 1837920</li><li><span>platform_old_time2_dim</span>: 1837920</li><li><span>environment_old_time1_dim</span>: 1837920</li><li><span>sonar_beam_group1_old_ping_time_dim</span>: 1837920</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-cd5d526f-8b0e-427c-9ec6-8c3c021d95dc' class='xr-section-summary-in' type='checkbox' checked><label for='section-cd5d526f-8b0e-427c-9ec6-8c3c021d95dc' class='xr-section-summary' >Coordinates: <span>(10)</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'>echodata_filename</span></div><div class='xr-var-dims'>(echodata_filename)</div><div class='xr-var-dtype'>&lt;U26</div><div class='xr-var-preview xr-preview'>&#x27;OOI-D20170810-T000000.zarr&#x27; ......</div><input id='attrs-7024c230-cbaf-47f8-a1d4-3affa425e6d4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7024c230-cbaf-47f8-a1d4-3affa425e6d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cac1700b-2f2d-408a-a281-7b587dfd74d7' class='xr-var-data-in' type='checkbox'><label for='data-cac1700b-2f2d-408a-a281-7b587dfd74d7' 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([&#x27;OOI-D20170810-T000000.zarr&#x27;, &#x27;OOI-D20170810-T205255.zarr&#x27;,\n",
" &#x27;OOI-D20170810-T223209.zarr&#x27;, ..., &#x27;OOI-D20170831-T194850.zarr&#x27;,\n",
" &#x27;OOI-D20170831-T212752.zarr&#x27;, &#x27;OOI-D20170831-T230654.zarr&#x27;],\n",
" dtype=&#x27;&lt;U26&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>environment_attr_key</span></div><div class='xr-var-dims'>(environment_attr_key)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'></div><input id='attrs-cd73c8e2-7ad2-47eb-a7ae-76a364b2a3ae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cd73c8e2-7ad2-47eb-a7ae-76a364b2a3ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fdf2de0b-b21a-4416-b7db-105ed7cca1aa' class='xr-var-data-in' type='checkbox'><label for='data-fdf2de0b-b21a-4416-b7db-105ed7cca1aa' 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([], dtype=float64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>filenames</span></div><div class='xr-var-dims'>(filenames)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 ... 313 314 315 316 317</div><input id='attrs-58c2bbed-fa25-476a-9a7d-2aa36002bb69' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-58c2bbed-fa25-476a-9a7d-2aa36002bb69' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a00cb71a-aca2-4a3f-8d06-69df6777fe4c' class='xr-var-data-in' type='checkbox'><label for='data-a00cb71a-aca2-4a3f-8d06-69df6777fe4c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Index for data and metadata source filenames</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 315, 316, 317])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>platform_attr_key</span></div><div class='xr-var-dims'>(platform_attr_key)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'></div><input id='attrs-39b1f41c-d9ac-4391-ad24-c0f642714ead' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-39b1f41c-d9ac-4391-ad24-c0f642714ead' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35c9857a-0cf7-460c-9450-c32d8b3c731a' class='xr-var-data-in' type='checkbox'><label for='data-35c9857a-0cf7-460c-9450-c32d8b3c731a' 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([], dtype=float64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>platform_nmea_attr_key</span></div><div class='xr-var-dims'>(platform_nmea_attr_key)</div><div class='xr-var-dtype'>&lt;U11</div><div class='xr-var-preview xr-preview'>&#x27;description&#x27;</div><input id='attrs-2f6b5c96-565c-42c6-b58b-3cf8f3cb9040' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2f6b5c96-565c-42c6-b58b-3cf8f3cb9040' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-503fa10f-ae11-4261-b1b9-ce05229d273c' class='xr-var-data-in' type='checkbox'><label for='data-503fa10f-ae11-4261-b1b9-ce05229d273c' 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([&#x27;description&#x27;], dtype=&#x27;&lt;U11&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>provenance_attr_key</span></div><div class='xr-var-dims'>(provenance_attr_key)</div><div class='xr-var-dtype'>&lt;U27</div><div class='xr-var-preview xr-preview'>&#x27;conversion_software_name&#x27; ... &#x27;...</div><input id='attrs-45113631-228a-436d-885e-73c07c40c4f7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45113631-228a-436d-885e-73c07c40c4f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d1e075da-86a0-440c-90aa-e6d859fbd464' class='xr-var-data-in' type='checkbox'><label for='data-d1e075da-86a0-440c-90aa-e6d859fbd464' 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([&#x27;conversion_software_name&#x27;, &#x27;conversion_software_version&#x27;,\n",
" &#x27;conversion_time&#x27;, &#x27;duplicate_ping_times&#x27;], dtype=&#x27;&lt;U27&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sonar_attr_key</span></div><div class='xr-var-dims'>(sonar_attr_key)</div><div class='xr-var-dtype'>&lt;U22</div><div class='xr-var-preview xr-preview'>&#x27;sonar_manufacturer&#x27; ... &#x27;sonar_...</div><input id='attrs-1c77f946-1637-45db-83e3-08c97f19d634' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c77f946-1637-45db-83e3-08c97f19d634' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-046db292-2fcd-4d13-88a8-a84ed5b4a30a' class='xr-var-data-in' type='checkbox'><label for='data-046db292-2fcd-4d13-88a8-a84ed5b4a30a' 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([&#x27;sonar_manufacturer&#x27;, &#x27;sonar_model&#x27;, &#x27;sonar_serial_number&#x27;,\n",
" &#x27;sonar_software_name&#x27;, &#x27;sonar_software_version&#x27;, &#x27;sonar_type&#x27;],\n",
" dtype=&#x27;&lt;U22&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>sonar_beam_group1_attr_key</span></div><div class='xr-var-dims'>(sonar_beam_group1_attr_key)</div><div class='xr-var-dtype'>&lt;U21</div><div class='xr-var-preview xr-preview'>&#x27;beam_mode&#x27; &#x27;conversion_equation_t&#x27;</div><input id='attrs-435e92f4-0572-4d8f-8bae-fb7fa38cb834' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-435e92f4-0572-4d8f-8bae-fb7fa38cb834' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0433f9cf-70d2-42d3-85ef-3a9a0be0d690' class='xr-var-data-in' type='checkbox'><label for='data-0433f9cf-70d2-42d3-85ef-3a9a0be0d690' 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([&#x27;beam_mode&#x27;, &#x27;conversion_equation_t&#x27;], dtype=&#x27;&lt;U21&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>top_level_attr_key</span></div><div class='xr-var-dims'>(top_level_attr_key)</div><div class='xr-var-dtype'>&lt;U26</div><div class='xr-var-preview xr-preview'>&#x27;conventions&#x27; ... &#x27;title&#x27;</div><input id='attrs-334c9000-9ca9-4c79-92cf-f5ae601a7531' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-334c9000-9ca9-4c79-92cf-f5ae601a7531' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-451a09bd-4d29-4434-b7a4-5e14dac425e1' class='xr-var-data-in' type='checkbox'><label for='data-451a09bd-4d29-4434-b7a4-5e14dac425e1' 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([&#x27;conventions&#x27;, &#x27;date_created&#x27;, &#x27;keywords&#x27;, &#x27;sonar_convention_authority&#x27;,\n",
" &#x27;sonar_convention_name&#x27;, &#x27;sonar_convention_version&#x27;, &#x27;summary&#x27;,\n",
" &#x27;survey_name&#x27;, &#x27;title&#x27;], dtype=&#x27;&lt;U26&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>vendor_specific_attr_key</span></div><div class='xr-var-dims'>(vendor_specific_attr_key)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'></div><input id='attrs-770eecca-e0e6-4d91-b381-855b92ee1d65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-770eecca-e0e6-4d91-b381-855b92ee1d65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44d5c4a4-8c88-4423-b887-cbbe079f4a87' class='xr-var-data-in' type='checkbox'><label for='data-44d5c4a4-8c88-4423-b887-cbbe079f4a87' 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([], dtype=float64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2b93bd55-dd3c-4506-ac8b-72560ccaa0a0' class='xr-section-summary-in' type='checkbox' checked><label for='section-2b93bd55-dd3c-4506-ac8b-72560ccaa0a0' class='xr-section-summary' >Data variables: <span>(13)</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>environment_attrs</span></div><div class='xr-var-dims'>(echodata_filename, environment_attr_key)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 0), meta=np.ndarray&gt;</div><input id='attrs-afc2610c-d40d-4b03-a8d5-fe8e79100565' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-afc2610c-d40d-4b03-a8d5-fe8e79100565' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-710ef0a2-1e84-49ae-b109-6245dcd39469' class='xr-var-data-in' type='checkbox'><label for='data-710ef0a2-1e84-49ae-b109-6245dcd39469' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 0 B </td>\n",
" <td> 0 B </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 0) </td>\n",
" <td> (318, 0) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" \n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>platform_attrs</span></div><div class='xr-var-dims'>(echodata_filename, platform_attr_key)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 0), meta=np.ndarray&gt;</div><input id='attrs-657ae65a-5b7c-4345-bb57-ea5f15b69863' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-657ae65a-5b7c-4345-bb57-ea5f15b69863' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8edcf274-483b-4a5e-b96c-78f0c34c7c07' class='xr-var-data-in' type='checkbox'><label for='data-8edcf274-483b-4a5e-b96c-78f0c34c7c07' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 0 B </td>\n",
" <td> 0 B </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 0) </td>\n",
" <td> (318, 0) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" \n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>platform_nmea_attrs</span></div><div class='xr-var-dims'>(echodata_filename, platform_nmea_attr_key)</div><div class='xr-var-dtype'>&lt;U25</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 1), meta=np.ndarray&gt;</div><input id='attrs-27359e42-eb20-4ebf-aa84-02d4a026d7d9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27359e42-eb20-4ebf-aa84-02d4a026d7d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5fd8ccfb-55f9-497f-b6f5-9c0ca32ddf5b' class='xr-var-data-in' type='checkbox'><label for='data-5fd8ccfb-55f9-497f-b6f5-9c0ca32ddf5b' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 31.05 kiB </td>\n",
" <td> 31.05 kiB </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 1) </td>\n",
" <td> (318, 1) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> <U25 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
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"\n",
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" <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
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"</svg>\n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>provenance_attrs</span></div><div class='xr-var-dims'>(echodata_filename, provenance_attr_key)</div><div class='xr-var-dtype'>&lt;U21</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 4), meta=np.ndarray&gt;</div><input id='attrs-acf76685-8f31-4879-9adf-0cdb27c60b80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-acf76685-8f31-4879-9adf-0cdb27c60b80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9cf31fdb-89e4-4173-9620-466b6fa681db' class='xr-var-data-in' type='checkbox'><label for='data-9cf31fdb-89e4-4173-9620-466b6fa681db' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 104.34 kiB </td>\n",
" <td> 104.34 kiB </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 4) </td>\n",
" <td> (318, 4) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> <U21 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"76\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"26\" y2=\"0\" style=\"stroke-width:2\" />\n",
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"\n",
" <!-- Vertical lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
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"\n",
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"</svg>\n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sonar_attrs</span></div><div class='xr-var-dims'>(echodata_filename, sonar_attr_key)</div><div class='xr-var-dtype'>&lt;U11</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 6), meta=np.ndarray&gt;</div><input id='attrs-7603d362-24de-46d1-8866-05a82331030b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7603d362-24de-46d1-8866-05a82331030b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1fb0cff6-661b-48e3-9437-18c70a972148' class='xr-var-data-in' type='checkbox'><label for='data-1fb0cff6-661b-48e3-9437-18c70a972148' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 81.98 kiB </td>\n",
" <td> 81.98 kiB </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 6) </td>\n",
" <td> (318, 6) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> <U11 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"78\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"28\" y2=\"0\" style=\"stroke-width:2\" />\n",
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"</svg>\n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sonar_beam_group1_attrs</span></div><div class='xr-var-dims'>(echodata_filename, sonar_beam_group1_attr_key)</div><div class='xr-var-dtype'>&lt;U8</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 2), meta=np.ndarray&gt;</div><input id='attrs-c7058a76-d83a-4ad4-b529-a57c2f3381b1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7058a76-d83a-4ad4-b529-a57c2f3381b1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8575998f-650f-42f2-a048-f7f17f8a4158' class='xr-var-data-in' type='checkbox'><label for='data-8575998f-650f-42f2-a048-f7f17f8a4158' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 19.88 kiB </td>\n",
" <td> 19.88 kiB </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 2) </td>\n",
" <td> (318, 2) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> <U8 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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"</svg>\n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>source_filenames</span></div><div class='xr-var-dims'>(filenames)</div><div class='xr-var-dtype'>&lt;U119</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-2e0c8c57-1393-41d6-b319-bc9b2c2198e1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2e0c8c57-1393-41d6-b319-bc9b2c2198e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0a8941d-7b14-4b0e-8479-e4abf7507298' class='xr-var-data-in' type='checkbox'><label for='data-c0a8941d-7b14-4b0e-8479-e4abf7507298' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Source filenames</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 147.82 kiB </td>\n",
" <td> 476 B </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318,) </td>\n",
" <td> (1,) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 318 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> <U119 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
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"</svg>\n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>top_level_attrs</span></div><div class='xr-var-dims'>(echodata_filename, top_level_attr_key)</div><div class='xr-var-dtype'>&lt;U35</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(159, 9), meta=np.ndarray&gt;</div><input id='attrs-0fc118e0-5818-435f-9745-db69321f37b9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0fc118e0-5818-435f-9745-db69321f37b9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-28e982c0-5127-4346-8f3e-52c49d6b2243' class='xr-var-data-in' type='checkbox'><label for='data-28e982c0-5127-4346-8f3e-52c49d6b2243' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 391.29 kiB </td>\n",
" <td> 195.64 kiB </td>\n",
" </tr>\n",
" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 9) </td>\n",
" <td> (159, 9) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 2 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> <U35 </td>\n",
" <td> numpy.ndarray </td>\n",
" </tr>\n",
" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" <svg width=\"81\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
"\n",
" <!-- Horizontal lines -->\n",
" <line x1=\"0\" y1=\"0\" x2=\"31\" y2=\"0\" style=\"stroke-width:2\" />\n",
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" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>vendor_specific_attrs</span></div><div class='xr-var-dims'>(echodata_filename, vendor_specific_attr_key)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(318, 0), meta=np.ndarray&gt;</div><input id='attrs-cc00e9f0-171c-4e78-9e87-538d8e1a5ade' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cc00e9f0-171c-4e78-9e87-538d8e1a5ade' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ac89d57-610b-4539-878d-d2d6b3ce12b5' class='xr-var-data-in' type='checkbox'><label for='data-5ac89d57-610b-4539-878d-d2d6b3ce12b5' 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'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 0 B </td>\n",
" <td> 0 B </td>\n",
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" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (318, 0) </td>\n",
" <td> (318, 0) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
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" </tbody>\n",
" </table>\n",
" </td>\n",
" <td>\n",
" \n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>platform_old_time3</span></div><div class='xr-var-dims'>(platform_old_time3_dim)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-8ab8903c-e873-4660-8548-b8079daec325' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8ab8903c-e873-4660-8548-b8079daec325' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d93d3b97-d8c9-476c-b1d8-a527a182c2dc' class='xr-var-data-in' type='checkbox'><label for='data-d93d3b97-d8c9-476c-b1d8-a527a182c2dc' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Uncorrected time3 from the combined group Platform.</dd><dt><span>long_name :</span></dt><dd>Timestamps for platform-related sampling environment</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ...,\n",
" &#x27;2017-08-31T23:54:57.333000192&#x27;, &#x27;2017-08-31T23:54:58.336000000&#x27;,\n",
" &#x27;2017-08-31T23:54:59.338999808&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>platform_old_time2</span></div><div class='xr-var-dims'>(platform_old_time2_dim)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-6fd38901-258f-4f6f-bf99-0689cc7c1481' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6fd38901-258f-4f6f-bf99-0689cc7c1481' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-defe61c3-cd5b-40dc-9032-f7cb3c760839' class='xr-var-data-in' type='checkbox'><label for='data-defe61c3-cd5b-40dc-9032-f7cb3c760839' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Uncorrected time2 from the combined group Platform.</dd><dt><span>long_name :</span></dt><dd>Timestamps for platform motion and orientation data</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ...,\n",
" &#x27;2017-08-31T23:54:57.333000192&#x27;, &#x27;2017-08-31T23:54:58.336000000&#x27;,\n",
" &#x27;2017-08-31T23:54:59.338999808&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>environment_old_time1</span></div><div class='xr-var-dims'>(environment_old_time1_dim)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-bd3f8342-e86b-4d72-a394-cd4f07ee01cc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-bd3f8342-e86b-4d72-a394-cd4f07ee01cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c75e2538-0e5f-4723-a04e-fb9c61c2fb3a' class='xr-var-data-in' type='checkbox'><label for='data-c75e2538-0e5f-4723-a04e-fb9c61c2fb3a' 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>axis :</span></dt><dd>T</dd><dt><span>comment :</span></dt><dd>Uncorrected time1 from the combined group Environment.</dd><dt><span>long_name :</span></dt><dd>Timestamps for NMEA position datagrams</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ...,\n",
" &#x27;2017-08-31T23:54:57.333000192&#x27;, &#x27;2017-08-31T23:54:58.336000000&#x27;,\n",
" &#x27;2017-08-31T23:54:59.338999808&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sonar_beam_group1_old_ping_time</span></div><div class='xr-var-dims'>(sonar_beam_group1_old_ping_time_dim)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-d288022f-d532-4701-89b5-4f3cb5f3d10e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d288022f-d532-4701-89b5-4f3cb5f3d10e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86315355-9830-411a-aca8-2c1773a833af' class='xr-var-data-in' type='checkbox'><label for='data-86315355-9830-411a-aca8-2c1773a833af' 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>axis :</span></dt><dd>T</dd><dt><span>long_name :</span></dt><dd>Timestamp of each ping</dd><dt><span>standard_name :</span></dt><dd>time</dd><dt><span>comment :</span></dt><dd>Uncorrected ping_time from the combined group Sonar/Beam_group1.</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ...,\n",
" &#x27;2017-08-31T23:54:57.333000192&#x27;, &#x27;2017-08-31T23:54:58.336000000&#x27;,\n",
" &#x27;2017-08-31T23:54:59.338999808&#x27;], dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b689fb5e-4c40-4a75-b409-466f46169c90' class='xr-section-summary-in' type='checkbox' checked><label for='section-b689fb5e-4c40-4a75-b409-466f46169c90' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>conversion_software_name :</span></dt><dd>echopype</dd><dt><span>conversion_software_version :</span></dt><dd>0.6.1.dev187+ga3b3f7f</dd><dt><span>conversion_time :</span></dt><dd>2022-10-07T21:12:58Z</dd><dt><span>duplicate_ping_times :</span></dt><dd>0</dd><dt><span>reversed_ping_times :</span></dt><dd>1</dd></dl></div></li></ul></div></div><br></div>\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (beam_group: 1)\n",
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" sonar_type: echosounder</pre><div class='xr-wrap' style='display:none'><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-ac80f5f9-d83e-4f8b-be79-2774d87454a8' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ac80f5f9-d83e-4f8b-be79-2774d87454a8' 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'>beam_group</span>: 1</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d38a9cc1-2a2c-4fd4-8a4c-230d135f367c' class='xr-section-summary-in' type='checkbox' checked><label for='section-d38a9cc1-2a2c-4fd4-8a4c-230d135f367c' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>beam_group</span></div><div class='xr-var-dims'>(beam_group)</div><div class='xr-var-dtype'>&lt;U11</div><div class='xr-var-preview xr-preview'>&#x27;Beam_group1&#x27;</div><input id='attrs-a4676b90-1cc5-4b91-a840-5ba490107a7a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a4676b90-1cc5-4b91-a840-5ba490107a7a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-daeda09a-052b-4d92-bd74-b8517f690ea9' class='xr-var-data-in' type='checkbox'><label for='data-daeda09a-052b-4d92-bd74-b8517f690ea9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Beam group name</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;Beam_group1&#x27;], dtype=&#x27;&lt;U11&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-264af8c7-ac20-41ed-bdf8-99bd361bf4df' class='xr-section-summary-in' type='checkbox' checked><label for='section-264af8c7-ac20-41ed-bdf8-99bd361bf4df' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>beam_group_descr</span></div><div class='xr-var-dims'>(beam_group)</div><div class='xr-var-dtype'>&lt;U131</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-df57bf28-2885-4f4c-a61a-e7c88775c2f5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-df57bf28-2885-4f4c-a61a-e7c88775c2f5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-931609f2-a6fa-4324-b8fc-51a6c5b464a1' class='xr-var-data-in' type='checkbox'><label for='data-931609f2-a6fa-4324-b8fc-51a6c5b464a1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Beam group description</dd></dl></div><div class='xr-var-data'><table>\n",
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" <tr>\n",
" <th> Type </th>\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (ping_time: 1837920, channel: 3,\n",
" range_sample: 1072, beam: 1)\n",
"Coordinates:\n",
" * beam (beam) &lt;U1 &#x27;1&#x27;\n",
" * channel (channel) &lt;U39 &#x27;GPT 38 kHz 00907208dd13 5...\n",
" * ping_time (ping_time) datetime64[ns] 2017-08-10T00:0...\n",
" * range_sample (range_sample) int64 0 1 2 ... 1069 1070 1071\n",
"Data variables: (12/25)\n",
" angle_alongship (ping_time, channel, range_sample, beam) float64 dask.array&lt;chunksize=(1000, 3, 1072, 1), meta=np.ndarray&gt;\n",
" angle_athwartship (ping_time, channel, range_sample, beam) float64 dask.array&lt;chunksize=(1000, 3, 1072, 1), meta=np.ndarray&gt;\n",
" angle_offset_alongship (channel, ping_time, beam) float64 dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;\n",
" angle_offset_athwartship (channel, ping_time, beam) float64 dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;\n",
" angle_sensitivity_alongship (channel, ping_time, beam) float64 dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;\n",
" angle_sensitivity_athwartship (channel, ping_time, beam) float64 dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;\n",
" ... ...\n",
" offset (channel, ping_time) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" sample_interval (channel, ping_time) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" transmit_bandwidth (channel, ping_time) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" transmit_duration_nominal (channel, ping_time) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" transmit_mode (channel, ping_time) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
" transmit_power (channel, ping_time) float64 dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;\n",
"Attributes:\n",
" beam_mode: vertical\n",
" conversion_equation_t: type_3</pre><div class='xr-wrap' style='display:none'><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-07bce67a-00ea-4987-922e-523f5c2f3124' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-07bce67a-00ea-4987-922e-523f5c2f3124' 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'>ping_time</span>: 1837920</li><li><span class='xr-has-index'>channel</span>: 3</li><li><span class='xr-has-index'>range_sample</span>: 1072</li><li><span class='xr-has-index'>beam</span>: 1</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-31b8484d-9c82-4e9c-bc86-8ca05197034d' class='xr-section-summary-in' type='checkbox' checked><label for='section-31b8484d-9c82-4e9c-bc86-8ca05197034d' 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'>beam</span></div><div class='xr-var-dims'>(beam)</div><div class='xr-var-dtype'>&lt;U1</div><div class='xr-var-preview xr-preview'>&#x27;1&#x27;</div><input id='attrs-099a8217-6c22-4e2e-9342-4b3469314965' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-099a8217-6c22-4e2e-9342-4b3469314965' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8366bc6b-3238-4eeb-9288-0d15a8aacc28' class='xr-var-data-in' type='checkbox'><label for='data-8366bc6b-3238-4eeb-9288-0d15a8aacc28' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Beam name</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;1&#x27;], dtype=&#x27;&lt;U1&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>channel</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>&lt;U39</div><div class='xr-var-preview xr-preview'>&#x27;GPT 38 kHz 00907208dd13 5-1 OO...</div><input id='attrs-8d12806d-c867-4c57-bd08-f540565469d8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8d12806d-c867-4c57-bd08-f540565469d8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33aaa991-72e2-4dee-8fca-f78b3e97e9c4' class='xr-var-data-in' type='checkbox'><label for='data-33aaa991-72e2-4dee-8fca-f78b3e97e9c4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vendor channel ID</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;GPT 38 kHz 00907208dd13 5-1 OOI.38|200&#x27;,\n",
" &#x27;GPT 120 kHz 00907208a0b1 3-1 ES120-7CD&#x27;,\n",
" &#x27;GPT 200 kHz 00907208dd13 5-2 OOI38|200&#x27;], dtype=&#x27;&lt;U39&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>ping_time</span></div><div class='xr-var-dims'>(ping_time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2017-08-10T00:00:00.061000192 .....</div><input id='attrs-24388cca-4e1e-48c2-b0b7-f0165f9c3676' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24388cca-4e1e-48c2-b0b7-f0165f9c3676' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8c38b0f0-c4bd-4a75-adf7-e45cd6364375' class='xr-var-data-in' type='checkbox'><label for='data-8c38b0f0-c4bd-4a75-adf7-e45cd6364375' 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>axis :</span></dt><dd>T</dd><dt><span>long_name :</span></dt><dd>Timestamp of each ping</dd><dt><span>standard_name :</span></dt><dd>time</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;2017-08-10T00:00:00.061000192&#x27;, &#x27;2017-08-10T00:00:02.072000000&#x27;,\n",
" &#x27;2017-08-10T00:00:03.074999808&#x27;, ..., &#x27;2017-08-31T23:55:24.589000192&#x27;,\n",
" &#x27;2017-08-31T23:55:25.592000000&#x27;, &#x27;2017-08-31T23:55:26.594999808&#x27;],\n",
" dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>range_sample</span></div><div class='xr-var-dims'>(range_sample)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 ... 1068 1069 1070 1071</div><input id='attrs-b9085247-b16c-4981-83fc-1622aa9b6510' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b9085247-b16c-4981-83fc-1622aa9b6510' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-793ea5a4-c6ac-47b9-aede-e309e8a47168' class='xr-var-data-in' type='checkbox'><label for='data-793ea5a4-c6ac-47b9-aede-e309e8a47168' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Along-range sample number, base 0</dd></dl></div><div class='xr-var-data'><pre>array([ 0, 1, 2, ..., 1069, 1070, 1071])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f7486b47-f787-47a1-9220-1da0f3c9a1c1' class='xr-section-summary-in' type='checkbox' ><label for='section-f7486b47-f787-47a1-9220-1da0f3c9a1c1' class='xr-section-summary' >Data variables: <span>(25)</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>angle_alongship</span></div><div class='xr-var-dims'>(ping_time, channel, range_sample, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1000, 3, 1072, 1), meta=np.ndarray&gt;</div><input id='attrs-cb90ce3c-fc57-49a5-b8bc-fcad0d96f24f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cb90ce3c-fc57-49a5-b8bc-fcad0d96f24f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-142564ba-a3b7-44af-9e73-a5b99388d137' class='xr-var-data-in' type='checkbox'><label for='data-142564ba-a3b7-44af-9e73-a5b99388d137' 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>comment :</span></dt><dd>Introduced in echopype for Simrad echosounders. The alongship angle corresponds to the minor angle in SONAR-netCDF4 vers 2. </dd><dt><span>long_name :</span></dt><dd>electrical alongship angle</dd></dl></div><div class='xr-var-data'><table>\n",
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" \n",
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" <th> Type </th>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>angle_athwartship</span></div><div class='xr-var-dims'>(ping_time, channel, range_sample, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1000, 3, 1072, 1), meta=np.ndarray&gt;</div><input id='attrs-957bd350-6ef6-4086-901e-1cf03da4dadb' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-957bd350-6ef6-4086-901e-1cf03da4dadb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b1f8b09-2a54-4cf0-a0f0-1b4202cee2f0' class='xr-var-data-in' type='checkbox'><label for='data-3b1f8b09-2a54-4cf0-a0f0-1b4202cee2f0' 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>comment :</span></dt><dd>Introduced in echopype for Simrad echosounders. The athwartship angle corresponds to the major angle in SONAR-netCDF4 vers 2. </dd><dt><span>long_name :</span></dt><dd>electrical athwartship angle</dd></dl></div><div class='xr-var-data'><table>\n",
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" <td> (1837920, 3, 1072, 1) </td>\n",
" <td> (1000, 3, 1072, 1) </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1838 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>angle_sensitivity_alongship</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-3463f3e7-929c-408b-ab03-8079afa31233' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3463f3e7-929c-408b-ab03-8079afa31233' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0503dfa7-2ab7-401c-9019-23996f0f1d5a' class='xr-var-data-in' type='checkbox'><label for='data-0503dfa7-2ab7-401c-9019-23996f0f1d5a' 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>comment :</span></dt><dd>Introduced in echopype for Simrad echosounders. The alongship angle corresponds to the minor angle in SONAR-netCDF4 vers 2. </dd><dt><span>long_name :</span></dt><dd>alongship angle sensitivity of the transducer</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>angle_sensitivity_athwartship</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-cf7d61ec-230d-4168-ae81-866af2babcb0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cf7d61ec-230d-4168-ae81-866af2babcb0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-38801888-a0f2-433a-95c0-f4c7799c47bd' class='xr-var-data-in' type='checkbox'><label for='data-38801888-a0f2-433a-95c0-f4c7799c47bd' 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>comment :</span></dt><dd>Introduced in echopype for Simrad echosounders. The athwartship angle corresponds to the major angle in SONAR-netCDF4 vers 2. </dd><dt><span>long_name :</span></dt><dd>athwartship angle sensitivity of the transducer</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>backscatter_r</span></div><div class='xr-var-dims'>(ping_time, channel, range_sample, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1000, 3, 1072, 1), meta=np.ndarray&gt;</div><input id='attrs-28af1645-b78f-4edb-a8d0-6a5f80d8557a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-28af1645-b78f-4edb-a8d0-6a5f80d8557a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7b6ec905-659d-40d3-9ed0-99710a3711bf' class='xr-var-data-in' type='checkbox'><label for='data-7b6ec905-659d-40d3-9ed0-99710a3711bf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Backscatter power</dd><dt><span>units :</span></dt><dd>dB</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>beam_direction_y</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-73760d21-6a32-4e7f-8d8f-3fbd3d42e21e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-73760d21-6a32-4e7f-8d8f-3fbd3d42e21e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8afb70f6-42b7-415e-979c-9ddec1af86ee' class='xr-var-data-in' type='checkbox'><label for='data-8afb70f6-42b7-415e-979c-9ddec1af86ee' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>y-component of the vector that gives the pointing direction of the beam, in sonar beam coordinate system</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>valid_range :</span></dt><dd>[-1.0, 1.0]</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>beam_direction_z</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-1de2bd78-a2da-453a-8740-ce6056baaea1' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1de2bd78-a2da-453a-8740-ce6056baaea1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-262cd6e3-dfa2-4831-9995-2023ecd43f59' class='xr-var-data-in' type='checkbox'><label for='data-262cd6e3-dfa2-4831-9995-2023ecd43f59' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>z-component of the vector that gives the pointing direction of the beam, in sonar beam coordinate system</dd><dt><span>units :</span></dt><dd>1</dd><dt><span>valid_range :</span></dt><dd>[-1.0, 1.0]</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>beam_type</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-c59a2faf-e248-4d2e-a2a5-e43977a0065d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c59a2faf-e248-4d2e-a2a5-e43977a0065d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9ac1361c-36ae-4404-840f-fc5f81c2c284' class='xr-var-data-in' type='checkbox'><label for='data-9ac1361c-36ae-4404-840f-fc5f81c2c284' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>type of transducer (0-single, 1-split)</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
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" <th> Array </th>\n",
" <th> Chunk </th>\n",
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" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
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" <td> (3, 1000) </td>\n",
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" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
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" <tr>\n",
" <th> Type </th>\n",
" <td> int64 </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>beamwidth_twoway_alongship</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-a165edd9-40bc-49ce-9a32-c50307f076a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a165edd9-40bc-49ce-9a32-c50307f076a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-973679cc-a637-48c9-a472-8e596bc16675' class='xr-var-data-in' type='checkbox'><label for='data-973679cc-a637-48c9-a472-8e596bc16675' 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>comment :</span></dt><dd>Introduced in echopype for Simrad echosounders to avoid potential confusion with convention definitions. The alongship angle corresponds to the minor angle in SONAR-netCDF4 vers 2. The convention defines one-way transmit or receive beamwidth (beamwidth_receive_minor and beamwidth_transmit_minor), but Simrad echosounders record two-way beamwidth in the data.</dd><dt><span>long_name :</span></dt><dd>Half power two-way beam width along alongship axis of beam</dd><dt><span>units :</span></dt><dd>arc_degree</dd><dt><span>valid_range :</span></dt><dd>[0.0, 360.0]</dd></dl></div><div class='xr-var-data'><table>\n",
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" <tr>\n",
" <th> Bytes </th>\n",
" <td> 42.07 MiB </td>\n",
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" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>beamwidth_twoway_athwartship</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-3f5835bd-9539-4331-a904-dc8b5081fc9a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3f5835bd-9539-4331-a904-dc8b5081fc9a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f010a8a-34a2-4b23-902a-c37136d21e67' class='xr-var-data-in' type='checkbox'><label for='data-1f010a8a-34a2-4b23-902a-c37136d21e67' 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>comment :</span></dt><dd>Introduced in echopype for Simrad echosounders to avoid potential confusion with convention definitions. The athwartship angle corresponds to the major angle in SONAR-netCDF4 vers 2. The convention defines one-way transmit or receive beamwidth (beamwidth_receive_major and beamwidth_transmit_major), but Simrad echosounders record two-way beamwidth in the data.</dd><dt><span>long_name :</span></dt><dd>Half power two-way beam width along athwartship axis of beam</dd><dt><span>units :</span></dt><dd>arc_degree</dd><dt><span>valid_range :</span></dt><dd>[0.0, 360.0]</dd></dl></div><div class='xr-var-data'><table>\n",
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" <tr>\n",
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" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>count</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-15a3967a-ecd2-4da4-81ad-623e7db789da' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-15a3967a-ecd2-4da4-81ad-623e7db789da' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-add82032-bc20-4d22-bc63-efc96021b96b' class='xr-var-data-in' type='checkbox'><label for='data-add82032-bc20-4d22-bc63-efc96021b96b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Number of samples </dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 42.07 MiB </td>\n",
" <td> 23.44 kiB </td>\n",
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" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3, 1837920) </td>\n",
" <td> (3, 1000) </td>\n",
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" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1838 Chunks </td>\n",
" </tr>\n",
" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>data_type</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-28594baa-ec80-4490-856f-95c0a8781b8b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-28594baa-ec80-4490-856f-95c0a8781b8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-047ca80f-ef31-4d01-9371-b3d6284bef7f' class='xr-var-data-in' type='checkbox'><label for='data-047ca80f-ef31-4d01-9371-b3d6284bef7f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>recorded data type (1-power only, 2-angle only 3-power and angle)</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
" <tr>\n",
" <td> </td>\n",
" <th> Array </th>\n",
" <th> Chunk </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 42.07 MiB </td>\n",
" <td> 23.44 kiB </td>\n",
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" \n",
" <tr>\n",
" <th> Shape </th>\n",
" <td> (3, 1837920) </td>\n",
" <td> (3, 1000) </td>\n",
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" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
" <td> 1838 Chunks </td>\n",
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" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
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" </table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>equivalent_beam_angle</span></div><div class='xr-var-dims'>(channel, ping_time, beam)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000, 1), meta=np.ndarray&gt;</div><input id='attrs-08a40c27-ff0f-421c-8894-aa43042009db' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-08a40c27-ff0f-421c-8894-aa43042009db' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ef2542e-060a-46c5-99e1-7b3fcf6323c9' class='xr-var-data-in' type='checkbox'><label for='data-5ef2542e-060a-46c5-99e1-7b3fcf6323c9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Equivalent beam angle</dd><dt><span>units :</span></dt><dd>sr</dd><dt><span>valid_range :</span></dt><dd>[0.0, 12.566370614359172]</dd></dl></div><div class='xr-var-data'><table>\n",
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" \n",
" <tr>\n",
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" <td> (3, 1837920, 1) </td>\n",
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" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
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" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
" <td> numpy.ndarray </td>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>frequency_nominal</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-c0d69ef9-6e0a-4a37-8a63-0d3f1c3b1544' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c0d69ef9-6e0a-4a37-8a63-0d3f1c3b1544' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7f8bb355-bf44-4755-85b9-90634ed7a7fc' class='xr-var-data-in' type='checkbox'><label for='data-7f8bb355-bf44-4755-85b9-90634ed7a7fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Transducer frequency</dd><dt><span>standard_name :</span></dt><dd>sound_frequency</dd><dt><span>units :</span></dt><dd>Hz</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
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" <th> Array </th>\n",
" <th> Chunk </th>\n",
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" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
" <td> 24 B </td>\n",
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" <th> Shape </th>\n",
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"</svg>\n",
" </td>\n",
" </tr>\n",
"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmit_bandwidth</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-93384989-1b03-4135-97b6-9b3f59768e28' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-93384989-1b03-4135-97b6-9b3f59768e28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8d6296c-08ec-46e3-850b-6063f20543bc' class='xr-var-data-in' type='checkbox'><label for='data-b8d6296c-08ec-46e3-850b-6063f20543bc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Nominal bandwidth of transmitted pulse</dd><dt><span>units :</span></dt><dd>Hz</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
" <thead>\n",
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" <th> Array </th>\n",
" <th> Chunk </th>\n",
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" </thead>\n",
" <tbody>\n",
" \n",
" <tr>\n",
" <th> Bytes </th>\n",
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" <tr>\n",
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" <tr>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmit_duration_nominal</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-3791d099-90ab-4fec-8c84-81648921b3ae' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3791d099-90ab-4fec-8c84-81648921b3ae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-41061408-8c97-43c2-a562-a8b49a1018fd' class='xr-var-data-in' type='checkbox'><label for='data-41061408-8c97-43c2-a562-a8b49a1018fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Nominal bandwidth of transmitted pulse</dd><dt><span>units :</span></dt><dd>s</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
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" <tr>\n",
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" <tr>\n",
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" <tr>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmit_mode</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-33db12cf-64b7-4a8c-a1b1-6c9182fc557d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-33db12cf-64b7-4a8c-a1b1-6c9182fc557d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-553bbd4d-b355-4190-a619-d5919ef058e3' class='xr-var-data-in' type='checkbox'><label for='data-553bbd4d-b355-4190-a619-d5919ef058e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>0 = Active, 1 = Passive, 2 = Test, -1 = Unknown</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
" <table>\n",
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" <th> Chunk </th>\n",
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" </thead>\n",
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" \n",
" <tr>\n",
" <th> Bytes </th>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transmit_power</span></div><div class='xr-var-dims'>(channel, ping_time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 1000), meta=np.ndarray&gt;</div><input id='attrs-dc1b7004-3f1f-48e2-afb9-55ce4498e432' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-dc1b7004-3f1f-48e2-afb9-55ce4498e432' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1528079c-502b-450a-af4d-f0f0b7c871a9' class='xr-var-data-in' type='checkbox'><label for='data-1528079c-502b-450a-af4d-f0f0b7c871a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Nominal transmit power</dd><dt><span>units :</span></dt><dd>W</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
" <tr>\n",
" <td>\n",
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" </thead>\n",
" <tbody>\n",
" \n",
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" <th> Bytes </th>\n",
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" <td> (3, 1837920) </td>\n",
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" <tr>\n",
" <th> Count </th>\n",
" <td> 2 Graph Layers </td>\n",
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" <tr>\n",
" <th> Type </th>\n",
" <td> float64 </td>\n",
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"</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
"Dimensions: (channel: 3, pulse_length_bin: 5)\n",
"Coordinates:\n",
" * channel (channel) &lt;U39 &#x27;GPT 38 kHz 00907208dd13 5-1 OOI.38|20...\n",
" * pulse_length_bin (pulse_length_bin) int64 0 1 2 3 4\n",
"Data variables:\n",
" frequency_nominal (channel) float64 dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;\n",
" gain_correction (channel, pulse_length_bin) float64 dask.array&lt;chunksize=(3, 5), meta=np.ndarray&gt;\n",
" pulse_length (channel, pulse_length_bin) float64 dask.array&lt;chunksize=(3, 5), meta=np.ndarray&gt;\n",
" sa_correction (channel, pulse_length_bin) float64 dask.array&lt;chunksize=(3, 5), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><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-2590b5a6-0acd-4407-8ad5-0d6cfcfada39' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2590b5a6-0acd-4407-8ad5-0d6cfcfada39' 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'>channel</span>: 3</li><li><span class='xr-has-index'>pulse_length_bin</span>: 5</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d7a1afd1-3e03-4101-ab90-11aa6f3f93d1' class='xr-section-summary-in' type='checkbox' checked><label for='section-d7a1afd1-3e03-4101-ab90-11aa6f3f93d1' class='xr-section-summary' >Coordinates: <span>(2)</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'>channel</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>&lt;U39</div><div class='xr-var-preview xr-preview'>&#x27;GPT 38 kHz 00907208dd13 5-1 OO...</div><input id='attrs-02222f75-3552-476c-86d9-510ac00683ce' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-02222f75-3552-476c-86d9-510ac00683ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f417fc8-66df-4623-9587-81c506d948c0' class='xr-var-data-in' type='checkbox'><label for='data-0f417fc8-66df-4623-9587-81c506d948c0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Vendor channel ID</dd></dl></div><div class='xr-var-data'><pre>array([&#x27;GPT 38 kHz 00907208dd13 5-1 OOI.38|200&#x27;,\n",
" &#x27;GPT 120 kHz 00907208a0b1 3-1 ES120-7CD&#x27;,\n",
" &#x27;GPT 200 kHz 00907208dd13 5-2 OOI38|200&#x27;], dtype=&#x27;&lt;U39&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>pulse_length_bin</span></div><div class='xr-var-dims'>(pulse_length_bin)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4</div><input id='attrs-7a6394c0-4206-48a0-80c3-46c09f39f4c4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7a6394c0-4206-48a0-80c3-46c09f39f4c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ad03665a-f535-413a-b6bd-d63f6b2ce659' class='xr-var-data-in' type='checkbox'><label for='data-ad03665a-f535-413a-b6bd-d63f6b2ce659' 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([0, 1, 2, 3, 4])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-66bfa405-240b-4e74-a178-f5df4e083a8d' class='xr-section-summary-in' type='checkbox' checked><label for='section-66bfa405-240b-4e74-a178-f5df4e083a8d' class='xr-section-summary' >Data variables: <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>frequency_nominal</span></div><div class='xr-var-dims'>(channel)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3,), meta=np.ndarray&gt;</div><input id='attrs-83cd6e59-50b1-4430-a041-f98c6d4c9f59' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-83cd6e59-50b1-4430-a041-f98c6d4c9f59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-151f6514-4c19-4968-a464-6df955433295' class='xr-var-data-in' type='checkbox'><label for='data-151f6514-4c19-4968-a464-6df955433295' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Transducer frequency</dd><dt><span>standard_name :</span></dt><dd>sound_frequency</dd><dt><span>units :</span></dt><dd>Hz</dd><dt><span>valid_min :</span></dt><dd>0.0</dd></dl></div><div class='xr-var-data'><table>\n",
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"</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gain_correction</span></div><div class='xr-var-dims'>(channel, pulse_length_bin)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(3, 5), meta=np.ndarray&gt;</div><input id='attrs-ad241886-88a5-4644-b59a-b348a5a88f67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad241886-88a5-4644-b59a-b348a5a88f67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb461195-783d-4b2c-b8a8-459d6f336b70' class='xr-var-data-in' type='checkbox'><label for='data-cb461195-783d-4b2c-b8a8-459d6f336b70' 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'><table>\n",
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"text/plain": [
"<EchoData: standardized raw data from /home/lsetiawan/GitRepos/GitHub/echopype/don_dev/CombineEchodataCheck/combined.zarr>\n",
"Top-level: contains metadata about the SONAR-netCDF4 file format.\n",
"├── Environment: contains information relevant to acoustic propagation through water.\n",
"├── Platform: contains information about the platform on which the sonar is installed.\n",
"│ └── NMEA: contains information specific to the NMEA protocol.\n",
"├── Provenance: contains metadata about how the SONAR-netCDF4 version of the data were obtained.\n",
"├── Sonar: contains sonar system metadata and sonar beam groups.\n",
"│ └── Beam_group1: contains backscatter data (either complex samples or uncalibrated power samples) and other beam or channel-specific data, including split-beam angle data when they exist.\n",
"└── Vendor_specific: contains vendor-specific information about the sonar and the data."
]
},
"execution_count": 29,
"metadata": {},
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},
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"text": [
"2022-10-07 14:29:47,789 - distributed.nanny - ERROR - Worker process died unexpectedly\n",
"2022-10-07 14:29:47,791 - distributed.nanny - ERROR - Worker process died unexpectedly\n",
"2022-10-07 14:29:47,793 - distributed.nanny - ERROR - Worker process died unexpectedly\n"
]
}
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