{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "641859ba-58ee-43d6-a2d8-69dbffe4d5eb",
   "metadata": {},
   "source": [
    "# MT Object\n",
    "\n",
    "MT transfer functions come in all kinds of formats and flavors.  The goal of `MT` is to centralize and standardize an MT transfer function with common metadata and accessibility to the data.  `MT` inherits [`mt_metadata.transfer_function.core.TF`](https://mt-metadata.readthedocs.io/en/latest/source/tf_structure.html) which has the ability to read/write in various file types. If there is a file type that is not supported yet raise an [issue in mt-metadata](https://github.com/kujaku11/mt_metadata/issues). \n",
    "\n",
    "| Format | Description | Extension | Read | Write |\n",
    "|--------|-------------|-----------|------|-------|\n",
    "| EDI | Common [SEG format](https://library.seg.org/doi/abs/10.1190/1.1892244) | .edi | yes | yes |\n",
    "| EMTF XML | Anna Kelbert's [XML Format](https://library.seg.org/doi/10.1190/geo2018-0679.1) for archiving at [IRIS](https://eos.org/science-updates/taking-magnetotelluric-data-out-of-the-drawer) | .xml | yes | yes |\n",
    "| Z-Files | Output from Gary Egberts processing code | .zmm, .zss, .zrr | yes | yes |\n",
    "| J-Files | Alan Jones' format and output of Alan Chave's BIRRP code | .j | yes | no |\n",
    "| Zonge AVG | Zonge International processing code output | .avg | yes | no |\n",
    "\n",
    "The `MT` has a couple of important attributes and method that are described below as we progress through an example file.  Here we will look at an EMTF XML because this format has the most comprehensive metadata so far.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "46874258-5a32-4cd4-9458-fa48fe91cce2",
   "metadata": {},
   "outputs": [],
   "source": [
    "from mtpy import MT\n",
    "from mt_metadata import TF_XML"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7c9f3ca3-cf36-4535-8ff1-82ee5a8f3360",
   "metadata": {},
   "outputs": [],
   "source": [
    "mt_object = MT(TF_XML)\n",
    "mt_object.read()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "59bca91f-dddd-4314-9fba-e857d14a77fc",
   "metadata": {},
   "source": [
    "## TF Metadata\n",
    "\n",
    "Important in describing the transfer function are metadata attributes, namely the location, what survey the station was collected in, timing, and how the data were processed.  These are contained in logical metadata objects. For further reading on metadata objects see [MT-metadata](https://mt-metadata.readthedocs.io/en/latest/source/tf_structure.html)\n",
    "\n",
    " - `MT.survey_metadata`: describes the general survey details that this transfer function belongs to. \n",
    " - `MT.station_metadata`: describes the station location, timing, runs processed, processing scheme.\n",
    "   - `MT.station_metadata.transfer_function`: describes how the data were processed.\n",
    "   - `MT.station_metadata.runs`: provides details on the runs processed, timing, sample rate, channels recorded, data logger details.\n",
    "     - `MT.station_metadata.runs[run_id].channels`: describes channel metadata including timing, sensors, location."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e1313e82-649a-4364-838d-fd7ab3f26d4d",
   "metadata": {},
   "source": [
    "### Survey Metadata\n",
    "\n",
    "Survey metadata provides information about the survey ID, geographic locations, who aquired the data, is there a DOI associated with the data or publications, how the data can be used, licenses, and general information about the overall survey."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5f665b59-9457-4df7-992a-a9b884c85a10",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"survey\": {\n",
       "        \"acquired_by.author\": \"National Geoelectromagnetic Facility\",\n",
       "        \"citation_dataset.authors\": \"Schultz, A., Pellerin, L., Bedrosian, P., Kelbert, A., Crosbie, J.\",\n",
       "        \"citation_dataset.doi\": \"doi:10.17611/DP/EMTF/USMTARRAY/SOUTH\",\n",
       "        \"citation_dataset.title\": \"USMTArray South Magnetotelluric Transfer Functions\",\n",
       "        \"citation_dataset.year\": \"2020-2023\",\n",
       "        \"citation_journal.doi\": null,\n",
       "        \"comments\": \"copyright.acknowledgement:The USMTArray-CONUS South campaign was carried out through a cooperative agreement between\\nthe U.S. Geological Survey (USGS) and Oregon State University (OSU). A subset of 40 stations\\nin the SW US were funded through NASA grant 80NSSC19K0232.\\nLand permitting, data acquisition, quality control and field processing were\\ncarried out by Green Geophysics with project management and instrument/engineering\\nsupport from OSU and Chaytus Engineering, respectively.\\nProgram oversight, definitive data processing and data archiving were provided\\nby the USGS Geomagnetism Program and the Geology, Geophysics and Geochemistry Science Centers.\\nWe thank the U.S. Forest Service, the Bureau of Land Management, the National Park Service,\\nthe Department of Defense, numerous state land offices and the many private landowners\\nwho permitted land access to acquire the USMTArray data.; copyright.conditions_of_use:All data and metadata for this survey are available free of charge and may be copied freely, duplicated and further distributed provided that this data set is cited as the reference, and that the author(s) contributions are acknowledged as detailed in the Acknowledgements. Any papers cited in this file are only for reference. There is no requirement to cite these papers when the data are used. Whenever possible, we ask that the author(s) are notified prior to any publication that makes use of these data.\\n While the author(s) strive to provide data and metadata of best possible quality, neither the author(s) of this data set, nor IRIS make any claims, promises, or guarantees about the accuracy, completeness, or adequacy of this information, and expressly disclaim liability for errors and omissions in the contents of this file. Guidelines about the quality or limitations of the data and metadata, as obtained from the author(s), are included for informational purposes only.; copyright.release_status:Unrestricted Release\",\n",
       "        \"country\": [\n",
       "            \"USA\"\n",
       "        ],\n",
       "        \"datum\": \"WGS84\",\n",
       "        \"geographic_name\": \"CONUS South\",\n",
       "        \"id\": \"CONUS South\",\n",
       "        \"name\": null,\n",
       "        \"northwest_corner.latitude\": 34.470528,\n",
       "        \"northwest_corner.longitude\": -108.712288,\n",
       "        \"project\": \"USMTArray\",\n",
       "        \"project_lead.email\": null,\n",
       "        \"project_lead.organization\": null,\n",
       "        \"release_license\": \"CC0-1.0\",\n",
       "        \"southeast_corner.latitude\": 34.470528,\n",
       "        \"southeast_corner.longitude\": -108.712288,\n",
       "        \"summary\": \"Magnetotelluric Transfer Functions\",\n",
       "        \"time_period.end_date\": \"2020-10-07\",\n",
       "        \"time_period.start_date\": \"2020-09-20\"\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.survey_metadata"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7ebd5b7f-0b5d-4cdb-b679-2a2eff80d38e",
   "metadata": {},
   "source": [
    "### Station Metadata\n",
    "\n",
    "Station metadata is the most important to describe the transfer function, it provides ID, location, timing and then specifics on how the data were processed, run metadata, and channel metadata."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "19546ab0-e45b-4a71-aeda-fa458a0ce536",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"station\": {\n",
       "        \"acquired_by.author\": \"National Geoelectromagnetic Facility\",\n",
       "        \"channels_recorded\": [\n",
       "            \"ex\",\n",
       "            \"ey\",\n",
       "            \"hx\",\n",
       "            \"hy\",\n",
       "            \"hz\"\n",
       "        ],\n",
       "        \"comments\": \"description:Magnetotelluric Transfer Functions; primary_data.filename:NMX20b_NMX20_NMW20_COR21_NMY21-NMX20b_NMX20_UTS18.png; attachment.description:The original used to produce the XML; attachment.filename:NMX20b_NMX20_NMW20_COR21_NMY21-NMX20b_NMX20_UTS18.zmm; site.data_quality_notes.comments.author:Jade Crosbie, Paul Bedrosian and Anna Kelbert; site.data_quality_notes.comments.value:great TF from 10 to 10000 secs (or longer)\",\n",
       "        \"data_type\": \"mt\",\n",
       "        \"fdsn.id\": \"USMTArray.NMX20.2020\",\n",
       "        \"geographic_name\": \"Nations Draw, NM, USA\",\n",
       "        \"id\": \"NMX20\",\n",
       "        \"location.datum\": \"WGS84\",\n",
       "        \"location.declination.epoch\": \"2020.0\",\n",
       "        \"location.declination.model\": \"WMM\",\n",
       "        \"location.declination.value\": 9.09,\n",
       "        \"location.elevation\": 1940.05,\n",
       "        \"location.latitude\": 34.470528,\n",
       "        \"location.longitude\": -108.712288,\n",
       "        \"orientation.angle_to_geographic_north\": 0.0,\n",
       "        \"orientation.method\": null,\n",
       "        \"orientation.reference_frame\": \"geographic\",\n",
       "        \"provenance.archive.comments\": \"IRIS DMC MetaData\",\n",
       "        \"provenance.archive.name\": null,\n",
       "        \"provenance.archive.url\": \"http://www.iris.edu/mda/ZU/NMX20\",\n",
       "        \"provenance.creation_time\": \"2021-03-17T14:47:44+00:00\",\n",
       "        \"provenance.creator.author\": \"Jade Crosbie, Paul Bedrosian and Anna Kelbert\",\n",
       "        \"provenance.creator.email\": \"pbedrosian@usgs.gov\",\n",
       "        \"provenance.creator.name\": \"Jade Crosbie, Paul Bedrosian and Anna Kelbert\",\n",
       "        \"provenance.creator.organization\": \"U.S. Geological Survey\",\n",
       "        \"provenance.creator.url\": \"https://www.usgs.gov/natural-hazards/geomagnetism\",\n",
       "        \"provenance.software.author\": null,\n",
       "        \"provenance.software.name\": \"EMTF File Conversion Utilities 4.0\",\n",
       "        \"provenance.software.version\": null,\n",
       "        \"provenance.submitter.author\": \"Anna Kelbert\",\n",
       "        \"provenance.submitter.email\": \"akelbert@usgs.gov\",\n",
       "        \"provenance.submitter.name\": \"Anna Kelbert\",\n",
       "        \"provenance.submitter.organization\": \"U.S. Geological Survey, Geomagnetism Program\",\n",
       "        \"provenance.submitter.url\": \"https://www.usgs.gov/natural-hazards/geomagnetism\",\n",
       "        \"release_license\": \"CC0-1.0\",\n",
       "        \"run_list\": [\n",
       "            \"NMX20a\",\n",
       "            \"NMX20b\"\n",
       "        ],\n",
       "        \"time_period.end\": \"2020-10-07T20:28:00+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T19:03:06+00:00\",\n",
       "        \"transfer_function.coordinate_system\": \"geopgraphic\",\n",
       "        \"transfer_function.data_quality.good_from_period\": 5.0,\n",
       "        \"transfer_function.data_quality.good_to_period\": 29127.0,\n",
       "        \"transfer_function.data_quality.rating.value\": 5,\n",
       "        \"transfer_function.id\": \"NMX20\",\n",
       "        \"transfer_function.processed_by.author\": \"Jade Crosbie, Paul Bedrosian and Anna Kelbert\",\n",
       "        \"transfer_function.processed_by.name\": \"Jade Crosbie, Paul Bedrosian and Anna Kelbert\",\n",
       "        \"transfer_function.processed_date\": \"1980-01-01\",\n",
       "        \"transfer_function.processing_parameters\": [],\n",
       "        \"transfer_function.processing_type\": \"Robust Multi-Station Reference\",\n",
       "        \"transfer_function.remote_references\": [\n",
       "            \"NMW20\",\n",
       "            \"COR21\",\n",
       "            \"UTS18\"\n",
       "        ],\n",
       "        \"transfer_function.runs_processed\": [\n",
       "            \"NMX20a\",\n",
       "            \"NMX20b\"\n",
       "        ],\n",
       "        \"transfer_function.sign_convention\": \"exp(+ i\\\\omega t)\",\n",
       "        \"transfer_function.software.author\": \"Gary Egbert\",\n",
       "        \"transfer_function.software.last_updated\": \"2015-08-26\",\n",
       "        \"transfer_function.software.name\": \"EMTF\",\n",
       "        \"transfer_function.software.version\": null,\n",
       "        \"transfer_function.units\": null\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.station_metadata"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e2f92563-8d0a-4108-82be-2b2df3b364c2",
   "metadata": {},
   "source": [
    "#### Run Metadata\n",
    "\n",
    "Run metadata is located in `MT.station_metadata.runs` which is a list-dictionary object that contains the runs used for processing. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5d07572e-f0a8-4bf3-a146-a269b4262aaf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "OrderedDict([('NMX20a', {\n",
       "    \"run\": {\n",
       "        \"channels_recorded_auxiliary\": [],\n",
       "        \"channels_recorded_electric\": [\n",
       "            \"ex\",\n",
       "            \"ey\"\n",
       "        ],\n",
       "        \"channels_recorded_magnetic\": [\n",
       "            \"hx\",\n",
       "            \"hy\",\n",
       "            \"hz\"\n",
       "        ],\n",
       "        \"comments\": \"comments.author:Isaac Sageman; comments.value:X array at 0 deg rotation. All e-lines 50m. Soft sandy dirt. Water tank ~400m NE. County Rd 601 ~200m SE. Warm sunny day.\",\n",
       "        \"data_logger.firmware.author\": null,\n",
       "        \"data_logger.firmware.name\": null,\n",
       "        \"data_logger.firmware.version\": null,\n",
       "        \"data_logger.id\": \"2612-01\",\n",
       "        \"data_logger.manufacturer\": \"Barry Narod\",\n",
       "        \"data_logger.timing_system.drift\": 0.0,\n",
       "        \"data_logger.timing_system.type\": \"GPS\",\n",
       "        \"data_logger.timing_system.uncertainty\": 0.0,\n",
       "        \"data_logger.type\": \"NIMS\",\n",
       "        \"data_type\": \"BBMT\",\n",
       "        \"id\": \"NMX20a\",\n",
       "        \"sample_rate\": 1.0,\n",
       "        \"time_period.end\": \"2020-09-20T19:29:28+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T19:03:06+00:00\"\n",
       "    }\n",
       "}), ('NMX20b', {\n",
       "    \"run\": {\n",
       "        \"channels_recorded_auxiliary\": [],\n",
       "        \"channels_recorded_electric\": [\n",
       "            \"ex\",\n",
       "            \"ey\"\n",
       "        ],\n",
       "        \"channels_recorded_magnetic\": [\n",
       "            \"hx\",\n",
       "            \"hy\",\n",
       "            \"hz\"\n",
       "        ],\n",
       "        \"comments\": \"comments.author:Isaac Sageman; comments.value:X array at 0 deg rotation. All e-lines 50m. Soft sandy dirt. Water tank ~400m NE. County Rd 601 ~200m SE. Warm sunny day.; errors:Found data gaps (2). Gaps of unknown length: 1 [1469160].]\",\n",
       "        \"data_logger.firmware.author\": null,\n",
       "        \"data_logger.firmware.name\": null,\n",
       "        \"data_logger.firmware.version\": null,\n",
       "        \"data_logger.id\": \"2612-01\",\n",
       "        \"data_logger.manufacturer\": \"Barry Narod\",\n",
       "        \"data_logger.timing_system.drift\": 0.0,\n",
       "        \"data_logger.timing_system.type\": \"GPS\",\n",
       "        \"data_logger.timing_system.uncertainty\": 0.0,\n",
       "        \"data_logger.type\": \"NIMS\",\n",
       "        \"data_type\": \"BBMT\",\n",
       "        \"id\": \"NMX20b\",\n",
       "        \"sample_rate\": 1.0,\n",
       "        \"time_period.end\": \"2020-10-07T20:28:00+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T20:12:29+00:00\"\n",
       "    }\n",
       "})])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.station_metadata.runs"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d4a243d8-3b37-461c-8350-0ba1bca1bded",
   "metadata": {},
   "source": [
    "To access a single run you can use either the index of the run or the `run.id`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "eecddbd6-3edc-4f80-b44b-7ac614ac9795",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"run\": {\n",
       "        \"channels_recorded_auxiliary\": [],\n",
       "        \"channels_recorded_electric\": [\n",
       "            \"ex\",\n",
       "            \"ey\"\n",
       "        ],\n",
       "        \"channels_recorded_magnetic\": [\n",
       "            \"hx\",\n",
       "            \"hy\",\n",
       "            \"hz\"\n",
       "        ],\n",
       "        \"comments\": \"comments.author:Isaac Sageman; comments.value:X array at 0 deg rotation. All e-lines 50m. Soft sandy dirt. Water tank ~400m NE. County Rd 601 ~200m SE. Warm sunny day.\",\n",
       "        \"data_logger.firmware.author\": null,\n",
       "        \"data_logger.firmware.name\": null,\n",
       "        \"data_logger.firmware.version\": null,\n",
       "        \"data_logger.id\": \"2612-01\",\n",
       "        \"data_logger.manufacturer\": \"Barry Narod\",\n",
       "        \"data_logger.timing_system.drift\": 0.0,\n",
       "        \"data_logger.timing_system.type\": \"GPS\",\n",
       "        \"data_logger.timing_system.uncertainty\": 0.0,\n",
       "        \"data_logger.type\": \"NIMS\",\n",
       "        \"data_type\": \"BBMT\",\n",
       "        \"id\": \"NMX20a\",\n",
       "        \"sample_rate\": 1.0,\n",
       "        \"time_period.end\": \"2020-09-20T19:29:28+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T19:03:06+00:00\"\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.station_metadata.runs[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "61957471-24e2-4a62-b849-2d2f9eac290c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"run\": {\n",
       "        \"channels_recorded_auxiliary\": [],\n",
       "        \"channels_recorded_electric\": [\n",
       "            \"ex\",\n",
       "            \"ey\"\n",
       "        ],\n",
       "        \"channels_recorded_magnetic\": [\n",
       "            \"hx\",\n",
       "            \"hy\",\n",
       "            \"hz\"\n",
       "        ],\n",
       "        \"comments\": \"comments.author:Isaac Sageman; comments.value:X array at 0 deg rotation. All e-lines 50m. Soft sandy dirt. Water tank ~400m NE. County Rd 601 ~200m SE. Warm sunny day.; errors:Found data gaps (2). Gaps of unknown length: 1 [1469160].]\",\n",
       "        \"data_logger.firmware.author\": null,\n",
       "        \"data_logger.firmware.name\": null,\n",
       "        \"data_logger.firmware.version\": null,\n",
       "        \"data_logger.id\": \"2612-01\",\n",
       "        \"data_logger.manufacturer\": \"Barry Narod\",\n",
       "        \"data_logger.timing_system.drift\": 0.0,\n",
       "        \"data_logger.timing_system.type\": \"GPS\",\n",
       "        \"data_logger.timing_system.uncertainty\": 0.0,\n",
       "        \"data_logger.type\": \"NIMS\",\n",
       "        \"data_type\": \"BBMT\",\n",
       "        \"id\": \"NMX20b\",\n",
       "        \"sample_rate\": 1.0,\n",
       "        \"time_period.end\": \"2020-10-07T20:28:00+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T20:12:29+00:00\"\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.station_metadata.runs[\"NMX20b\"]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "48520339-54ee-4e14-9f22-7d730ec76af8",
   "metadata": {},
   "source": [
    "#### Channel Metadata\n",
    "\n",
    "Channel metadata is important because it describes orientation, location, sensors of each channel.  These are accessed through the run. Similar to the runs direct access can be through the index or component name."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5f21fb08-c2cb-4d39-87d5-a56fafea1496",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"magnetic\": {\n",
       "        \"channel_number\": 0,\n",
       "        \"component\": \"hx\",\n",
       "        \"data_quality.rating.value\": 0,\n",
       "        \"filter.applied\": [\n",
       "            false\n",
       "        ],\n",
       "        \"filter.name\": [],\n",
       "        \"location.elevation\": 0.0,\n",
       "        \"location.latitude\": 0.0,\n",
       "        \"location.longitude\": 0.0,\n",
       "        \"location.x\": 0.0,\n",
       "        \"location.y\": 0.0,\n",
       "        \"location.z\": 0.0,\n",
       "        \"measurement_azimuth\": 9.1,\n",
       "        \"measurement_tilt\": 0.0,\n",
       "        \"sample_rate\": 0.0,\n",
       "        \"sensor.id\": \"2509-23\",\n",
       "        \"sensor.manufacturer\": \"Barry Narod\",\n",
       "        \"sensor.name\": \"NIMS\",\n",
       "        \"sensor.type\": \"fluxgate\",\n",
       "        \"time_period.end\": \"2020-09-20T19:29:28+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T19:03:06+00:00\",\n",
       "        \"translated_azimuth\": 9.1,\n",
       "        \"type\": \"magnetic\",\n",
       "        \"units\": null\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.station_metadata.runs[0].channels[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "38802e85-b0e8-427a-802f-5ba66c0857aa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{\n",
       "    \"magnetic\": {\n",
       "        \"channel_number\": 0,\n",
       "        \"component\": \"hy\",\n",
       "        \"data_quality.rating.value\": 0,\n",
       "        \"filter.applied\": [\n",
       "            false\n",
       "        ],\n",
       "        \"filter.name\": [],\n",
       "        \"location.elevation\": 0.0,\n",
       "        \"location.latitude\": 0.0,\n",
       "        \"location.longitude\": 0.0,\n",
       "        \"location.x\": 0.0,\n",
       "        \"location.y\": 0.0,\n",
       "        \"location.z\": 0.0,\n",
       "        \"measurement_azimuth\": 99.1,\n",
       "        \"measurement_tilt\": 0.0,\n",
       "        \"sample_rate\": 0.0,\n",
       "        \"sensor.id\": \"2509-23\",\n",
       "        \"sensor.manufacturer\": \"Barry Narod\",\n",
       "        \"sensor.name\": \"NIMS\",\n",
       "        \"sensor.type\": \"fluxgate\",\n",
       "        \"time_period.end\": \"2020-09-20T19:29:28+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T19:03:06+00:00\",\n",
       "        \"translated_azimuth\": 99.1,\n",
       "        \"type\": \"magnetic\",\n",
       "        \"units\": null\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.station_metadata.runs[0].channels[\"hy\"]"
   ]
  },
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   "cell_type": "markdown",
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   "source": [
    "Or you can access the channel metadata through a convenience attribute"
   ]
  },
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   "execution_count": 10,
   "id": "c8fc1559-b761-4c74-bead-e11bb9894f17",
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       "{\n",
       "    \"electric\": {\n",
       "        \"channel_number\": 0,\n",
       "        \"component\": \"ex\",\n",
       "        \"data_quality.rating.value\": 0,\n",
       "        \"dipole_length\": 100.0,\n",
       "        \"filter.applied\": [\n",
       "            false\n",
       "        ],\n",
       "        \"filter.name\": [],\n",
       "        \"measurement_azimuth\": 9.1,\n",
       "        \"measurement_tilt\": 0.0,\n",
       "        \"negative.elevation\": 0.0,\n",
       "        \"negative.id\": \"40201037\",\n",
       "        \"negative.latitude\": 0.0,\n",
       "        \"negative.longitude\": 0.0,\n",
       "        \"negative.manufacturer\": \"Oregon State University\",\n",
       "        \"negative.type\": \"Pb-PbCl2 kaolin gel Petiau 2 chamber type\",\n",
       "        \"negative.x\": -50.0,\n",
       "        \"negative.y\": 0.0,\n",
       "        \"negative.z\": 0.0,\n",
       "        \"positive.elevation\": 0.0,\n",
       "        \"positive.id\": \"40201038\",\n",
       "        \"positive.latitude\": 0.0,\n",
       "        \"positive.longitude\": 0.0,\n",
       "        \"positive.manufacturer\": \"Oregon State University\",\n",
       "        \"positive.type\": \"Pb-PbCl2 kaolin gel Petiau 2 chamber type\",\n",
       "        \"positive.x2\": 50.0,\n",
       "        \"positive.y2\": 0.0,\n",
       "        \"positive.z2\": 0.0,\n",
       "        \"sample_rate\": 0.0,\n",
       "        \"time_period.end\": \"2020-09-20T19:29:28+00:00\",\n",
       "        \"time_period.start\": \"2020-09-20T19:03:06+00:00\",\n",
       "        \"translated_azimuth\": 9.1,\n",
       "        \"type\": \"electric\",\n",
       "        \"units\": null\n",
       "    }\n",
       "}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
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  {
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   "id": "a5c3e402-1e9a-4364-914b-69b0ea4d9c55",
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   "source": [
    "### Metadata Summary\n",
    "\n",
    "Metadata is important to keep track of and can be cumbersome, but helps future users of your data to actually use your data.  There are a lot of fields here but the most important are ID, location, and timing.\n",
    "\n",
    " - mt.survey_metadata.id\n",
    " - mt.station_metadata.id\n",
    " - mt.station_metadata.location.longitude\n",
    " - mt.station_metadata.location.latitude\n",
    " - mt.station_metadata.location.elevation\n",
    " - mt.station_metadata.time_period.start\n",
    " - mt.station_metadata.time_period.end\n",
    " - mt.station_metadata.transfer_function.processing.parameters\n",
    " - mt.station_metadata.runs[0].channels[component].measurement_azimuth\n",
    " - mt.station_metadata.runs[0].channels[component].measurement_tilt\n",
    " - mt.station_metadata.runs[0].channels[component].translated_azimuth\n",
    " - mt.station_metadata.runs[0].channels[component].translated_tilt"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4491592e-0314-4ac8-b1c8-95dc3f230b7c",
   "metadata": {},
   "source": [
    "## Data\n",
    "\n",
    "The most interesting part about a transfer function is the data.  This describes how the Earth response to inducing magnetic fields.  Under the hood an MT object stores a generic transfer function that has input channels (sources) and output channels (reponses) as an [xarray](https://docs.xarray.dev/en/stable/index.html).  \n",
    "\n",
    "The benefit of using xarray is that it has tools for combining various statistical estimates and naturally indexes across a common index.  In this case we can index along period for each of the statistical estimates (transfer function, errors, and covariances).  The `mt._transfer_function` object is a `xarray.Dataset` and each statistical estimate is an `xarray.DataArray`. \n",
    "\n",
    "#### Attributes\n",
    "\n",
    "The other benefit is that attributes can be store directly alongside the arrays for a self describing object. Here we have picked the most important attributes from the metadata to describe the transfer function.  These are propogated with each statistical estimate so anytime you retreive `impedance` or `tipper` the attributes are in the xarray. \n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "    <b>Note:</b> You'll see below that input channels and output channels have the same components, that's because in order to contain the full transfer function and covariances we need a symmetric matrix. Those components that don't have data are filled with NaNs, which is find for transfer functions because they are relatively small and not memory intensive.\n",
    "</div>\n",
    "\n",
    "### Generic Transfer Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "bc943475-ad2d-4455-bfff-d4df9b4df03e",
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   "outputs": [
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       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt;\n",
       "Dimensions:                        (output: 5, input: 5, period: 33)\n",
       "Coordinates:\n",
       "  * output                         (output) &lt;U2 &#x27;ex&#x27; &#x27;ey&#x27; &#x27;hx&#x27; &#x27;hy&#x27; &#x27;hz&#x27;\n",
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       "  * period                         (period) float64 4.655 5.818 ... 2.913e+04\n",
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       "    transfer_function              (period, output, input) complex128 (nan+na...\n",
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       "    inverse_signal_power           (period, output, input) complex128 (nan+na...\n",
       "    residual_covariance            (period, output, input) complex128 (0.0012...\n",
       "Attributes: (12/14)\n",
       "    survey:             CONUS South\n",
       "    project:            USMTArray\n",
       "    id:                 NMX20\n",
       "    name:               Nations Draw, NM, USA\n",
       "    latitude:           34.470528\n",
       "    longitude:          -108.712288\n",
       "    ...                 ...\n",
       "    datum:              WGS84\n",
       "    acquired_by:        National Geoelectromagnetic Facility\n",
       "    start:              2020-09-20T19:03:06+00:00\n",
       "    end:                2020-10-07T20:28:00+00:00\n",
       "    runs_processed:     [&#x27;NMX20a&#x27;, &#x27;NMX20b&#x27;]\n",
       "    coordinate_system:  geographic</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-94c73dd1-a40d-444b-a49a-6f7a90a9e393' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-94c73dd1-a40d-444b-a49a-6f7a90a9e393' 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'>output</span>: 5</li><li><span class='xr-has-index'>input</span>: 5</li><li><span class='xr-has-index'>period</span>: 33</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7b5bc593-aad6-4a28-a358-83cf1588d956' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7b5bc593-aad6-4a28-a358-83cf1588d956' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>output</span></div><div class='xr-var-dims'>(output)</div><div class='xr-var-dtype'>&lt;U2</div><div class='xr-var-preview xr-preview'>&#x27;ex&#x27; &#x27;ey&#x27; &#x27;hx&#x27; &#x27;hy&#x27; &#x27;hz&#x27;</div><input id='attrs-c24e5196-af2a-4155-9889-bc6daefe26b0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c24e5196-af2a-4155-9889-bc6daefe26b0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c5963b9e-831b-4930-9a25-3b5f4e92e751' class='xr-var-data-in' type='checkbox'><label for='data-c5963b9e-831b-4930-9a25-3b5f4e92e751' 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;ex&#x27;, &#x27;ey&#x27;, &#x27;hx&#x27;, &#x27;hy&#x27;, &#x27;hz&#x27;], dtype=&#x27;&lt;U2&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>input</span></div><div class='xr-var-dims'>(input)</div><div class='xr-var-dtype'>&lt;U2</div><div class='xr-var-preview xr-preview'>&#x27;ex&#x27; &#x27;ey&#x27; &#x27;hx&#x27; &#x27;hy&#x27; &#x27;hz&#x27;</div><input id='attrs-075ab234-8e61-4e34-bf8c-6e64dc69bf44' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-075ab234-8e61-4e34-bf8c-6e64dc69bf44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f26978dc-be86-4700-80a4-2141ff73ca64' class='xr-var-data-in' type='checkbox'><label for='data-f26978dc-be86-4700-80a4-2141ff73ca64' 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;ex&#x27;, &#x27;ey&#x27;, &#x27;hx&#x27;, &#x27;hy&#x27;, &#x27;hz&#x27;], dtype=&#x27;&lt;U2&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>period</span></div><div class='xr-var-dims'>(period)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.655 5.818 ... 1.872e+04 2.913e+04</div><input id='attrs-17ffe512-1ef7-4d75-80ac-df9cb56be722' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-17ffe512-1ef7-4d75-80ac-df9cb56be722' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d7f9504-1031-4541-ae90-0a5102caaa8b' class='xr-var-data-in' type='checkbox'><label for='data-5d7f9504-1031-4541-ae90-0a5102caaa8b' 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([4.654550e+00, 5.818180e+00, 7.314290e+00, 9.142860e+00, 1.163636e+01,\n",
       "       1.505882e+01, 1.969231e+01, 2.560000e+01, 3.303226e+01, 4.266667e+01,\n",
       "       5.389474e+01, 6.826667e+01, 8.533334e+01, 1.024000e+02, 1.321290e+02,\n",
       "       1.706667e+02, 2.155790e+02, 2.730667e+02, 3.413333e+02, 4.096000e+02,\n",
       "       5.285161e+02, 6.826667e+02, 8.623158e+02, 1.092267e+03, 1.365333e+03,\n",
       "       1.638400e+03, 2.259862e+03, 3.120762e+03, 4.681143e+03, 7.281778e+03,\n",
       "       1.191564e+04, 1.872457e+04, 2.912711e+04])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6cf7c48b-f8cf-4092-90da-4e75d05eb65e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6cf7c48b-f8cf-4092-90da-4e75d05eb65e' class='xr-section-summary' >Data variables: <span>(5)</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>transfer_function</span></div><div class='xr-var-dims'>(period, output, input)</div><div class='xr-var-dtype'>complex128</div><div class='xr-var-preview xr-preview'>(nan+nanj) ... (nan+nanj)</div><input id='attrs-debfdddb-0649-4585-a04e-aace1b3409e1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-debfdddb-0649-4585-a04e-aace1b3409e1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dae65c80-5da7-437a-849a-de5e0592407d' class='xr-var-data-in' type='checkbox'><label for='data-dae65c80-5da7-437a-849a-de5e0592407d' 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([[[          nan         +nanj,           nan         +nanj,\n",
       "         -1.160949e-01-2.708645e-01j,  3.143284e+00+1.101737e+00j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "         -2.470717e+00-7.784633e-01j, -1.057851e-01+1.022045e-01j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "         -9.386985e-02+6.206708e-03j,  4.601304e-02+3.035755e-02j,\n",
       "                   nan         +nanj]],\n",
       "\n",
       "       [[          nan         +nanj,           nan         +nanj,\n",
       "         -1.051846e-01-1.912665e-01j,  3.169108e+00+1.007867e+00j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "...\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "         -1.042457e-01+6.562685e-02j,  1.059157e-01+1.005836e-01j,\n",
       "                   nan         +nanj]],\n",
       "\n",
       "       [[          nan         +nanj,           nan         +nanj,\n",
       "          4.834623e-03+9.833580e-03j,  2.643963e-02+5.098311e-02j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "         -2.203037e-02-3.744689e-02j, -2.953623e-03-1.293358e-02j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "         -3.648688e-02+8.738894e-02j,  1.750294e-01+1.666582e-01j,\n",
       "                   nan         +nanj]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transfer_function_error</span></div><div class='xr-var-dims'>(period, output, input)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.03354 ... 0.05691 nan</div><input id='attrs-2b82fca8-436a-43c8-9ecd-45d06011500c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2b82fca8-436a-43c8-9ecd-45d06011500c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-00ca3ae6-a04e-477f-bd6e-227ccac6600a' class='xr-var-data-in' type='checkbox'><label for='data-00ca3ae6-a04e-477f-bd6e-227ccac6600a' 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([[[       nan,        nan, 0.03354135, 0.04231104,        nan],\n",
       "        [       nan,        nan, 0.03012207, 0.03799776,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.00917355, 0.01157207,        nan]],\n",
       "\n",
       "       [[       nan,        nan, 0.03308883, 0.04568166,        nan],\n",
       "        [       nan,        nan, 0.03007488, 0.04152067,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.0093499 , 0.01290826,        nan]],\n",
       "\n",
       "       [[       nan,        nan, 0.03008644, 0.03881746,        nan],\n",
       "        [       nan,        nan, 0.028497  , 0.03676676,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.0090079 , 0.01162197,        nan]],\n",
       "\n",
       "       [[       nan,        nan, 0.02654253, 0.02817929,        nan],\n",
       "        [       nan,        nan, 0.02426819, 0.0257647 ,        nan],\n",
       "...\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.00825315, 0.00917554,        nan]],\n",
       "\n",
       "       [[       nan,        nan, 0.00111201, 0.00112622,        nan],\n",
       "        [       nan,        nan, 0.00123781, 0.00125363,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.02967354, 0.03005264,        nan]],\n",
       "\n",
       "       [[       nan,        nan, 0.00176927, 0.00192862,        nan],\n",
       "        [       nan,        nan, 0.00130176, 0.00141901,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.04603552, 0.05018188,        nan]],\n",
       "\n",
       "       [[       nan,        nan, 0.00280682, 0.00306323,        nan],\n",
       "        [       nan,        nan, 0.00203773, 0.00222388,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan,        nan,        nan,        nan],\n",
       "        [       nan,        nan, 0.05215047, 0.0569145 ,        nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>transfer_function_model_error</span></div><div class='xr-var-dims'>(period, output, input)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.0 0.0 ... nan 0.0 0.0 nan</div><input id='attrs-2c3210c4-564c-48d2-b76b-abe27028db70' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c3210c4-564c-48d2-b76b-abe27028db70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d8459eb-65e1-4f56-894f-35b626343c82' class='xr-var-data-in' type='checkbox'><label for='data-5d8459eb-65e1-4f56-894f-35b626343c82' 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([[[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]],\n",
       "\n",
       "       [[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]],\n",
       "\n",
       "       [[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]],\n",
       "\n",
       "       [[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "...\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]],\n",
       "\n",
       "       [[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]],\n",
       "\n",
       "       [[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]],\n",
       "\n",
       "       [[nan, nan,  0.,  0., nan],\n",
       "        [nan, nan,  0.,  0., nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan, nan, nan, nan],\n",
       "        [nan, nan,  0.,  0., nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>inverse_signal_power</span></div><div class='xr-var-dims'>(period, output, input)</div><div class='xr-var-dtype'>complex128</div><div class='xr-var-preview xr-preview'>(nan+nanj) ... (nan+nanj)</div><input id='attrs-8cf95215-8749-4d82-98ce-872e890e5b46' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8cf95215-8749-4d82-98ce-872e890e5b46' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a19fdbee-e9fc-49c0-8338-5e9b9edaefde' class='xr-var-data-in' type='checkbox'><label for='data-a19fdbee-e9fc-49c0-8338-5e9b9edaefde' 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([[[          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "          8.745101e-01-2.905133e-08j, -4.293981e-01+1.663000e-01j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "         -4.293981e-01-1.663000e-01j,  1.391590e+00-7.486698e-10j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj]],\n",
       "\n",
       "       [[          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "...\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj]],\n",
       "\n",
       "       [[          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "          9.120293e-08-2.136340e-16j,  5.066908e-08+2.266000e-08j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "          5.066908e-08-2.266000e-08j,  1.086271e-07+1.026340e-16j,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>residual_covariance</span></div><div class='xr-var-dims'>(period, output, input)</div><div class='xr-var-dtype'>complex128</div><div class='xr-var-preview xr-preview'>(0.00128646+8.470329e-22j) ... (...</div><input id='attrs-13da8ede-ce7e-4c59-b142-0015f35f60a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-13da8ede-ce7e-4c59-b142-0015f35f60a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2df5b59f-cfd5-4996-b306-06a4f23acea0' class='xr-var-data-in' type='checkbox'><label for='data-2df5b59f-cfd5-4996-b306-06a4f23acea0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 1.286460e-03+8.470329e-22j, -5.816711e-05+3.347000e-05j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          0.000000e+00+0.000000e+00j],\n",
       "        [-5.816711e-05-3.347000e-05j,  1.037540e-03+0.000000e+00j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          0.000000e+00+0.000000e+00j],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [ 0.000000e+00+0.000000e+00j,  0.000000e+00+0.000000e+00j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          9.623000e-05+0.000000e+00j]],\n",
       "\n",
       "       [[ 1.588064e-03+0.000000e+00j, -1.122254e-04-1.226000e-05j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          0.000000e+00+0.000000e+00j],\n",
       "        [-1.122254e-04+1.226000e-05j,  1.311936e-03+0.000000e+00j,\n",
       "...\n",
       "                   nan         +nanj],\n",
       "        [ 0.000000e+00+0.000000e+00j,  0.000000e+00+0.000000e+00j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          1.518000e+04+0.000000e+00j]],\n",
       "\n",
       "       [[ 8.638148e+01+0.000000e+00j, -3.170986e+01+1.281000e+00j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          0.000000e+00+0.000000e+00j],\n",
       "        [-3.170986e+01-1.281000e+00j,  4.552852e+01-2.775558e-17j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          0.000000e+00+0.000000e+00j],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [          nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "                   nan         +nanj],\n",
       "        [ 0.000000e+00+0.000000e+00j,  0.000000e+00+0.000000e+00j,\n",
       "                   nan         +nanj,           nan         +nanj,\n",
       "          2.982000e+04+0.000000e+00j]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-85ce2ef6-f8fe-4a21-be10-bab385388f5d' class='xr-section-summary-in' type='checkbox'  ><label for='section-85ce2ef6-f8fe-4a21-be10-bab385388f5d' class='xr-section-summary' >Attributes: <span>(14)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>survey :</span></dt><dd>CONUS South</dd><dt><span>project :</span></dt><dd>USMTArray</dd><dt><span>id :</span></dt><dd>NMX20</dd><dt><span>name :</span></dt><dd>Nations Draw, NM, USA</dd><dt><span>latitude :</span></dt><dd>34.470528</dd><dt><span>longitude :</span></dt><dd>-108.712288</dd><dt><span>elevation :</span></dt><dd>1940.05</dd><dt><span>declination :</span></dt><dd>9.09</dd><dt><span>datum :</span></dt><dd>WGS84</dd><dt><span>acquired_by :</span></dt><dd>National Geoelectromagnetic Facility</dd><dt><span>start :</span></dt><dd>2020-09-20T19:03:06+00:00</dd><dt><span>end :</span></dt><dd>2020-10-07T20:28:00+00:00</dd><dt><span>runs_processed :</span></dt><dd>[&#x27;NMX20a&#x27;, &#x27;NMX20b&#x27;]</dd><dt><span>coordinate_system :</span></dt><dd>geographic</dd></dl></div></li></ul></div></div>"
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       "<xarray.Dataset>\n",
       "Dimensions:                        (output: 5, input: 5, period: 33)\n",
       "Coordinates:\n",
       "  * output                         (output) <U2 'ex' 'ey' 'hx' 'hy' 'hz'\n",
       "  * input                          (input) <U2 'ex' 'ey' 'hx' 'hy' 'hz'\n",
       "  * period                         (period) float64 4.655 5.818 ... 2.913e+04\n",
       "Data variables:\n",
       "    transfer_function              (period, output, input) complex128 (nan+na...\n",
       "    transfer_function_error        (period, output, input) float64 nan ... nan\n",
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       "    longitude:          -108.712288\n",
       "    ...                 ...\n",
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       "    start:              2020-09-20T19:03:06+00:00\n",
       "    end:                2020-10-07T20:28:00+00:00\n",
       "    runs_processed:     ['NMX20a', 'NMX20b']\n",
       "    coordinate_system:  geographic"
      ]
     },
     "execution_count": 11,
     "metadata": {},
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   ],
   "source": [
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    "### Errors and Covariances\n",
    "The generic transfer function xarray also contains the covariances (if provided) and errors of the measured data and also has a place for model errors.  \n",
    "\n",
    "**Note**: If the tranfer function contains `inverse_signal_power` and `residual_covariance` then the `transfer_function_error` is estimated from these values, otherwise the error from the data file is used."
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       "Data variables:\n",
       "    transfer_function              (period, output, input) complex128 (nan+na...\n",
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    "### MTpy.core.transfer_function.Base\n",
    "\n",
    "Each of the transfer function estimates are represented by a base class called `mtpy.core.tranfer_function.Base` object which has methods like:\n",
    "\n",
    " - `inverse` returns the inverse of the transfer function\n",
    " - `rotate` rotates the transfer function positive clockwise\n",
    " - `interpolate` interpolates onto a different period index\n",
    " - `to_xarray` returns an `xarray.DataArray`\n",
    " - `from_xarray` ingests an `xarray.DataArray`\n",
    " - `to_dataframe` returns a `pandas.DataFrame` representation of the transfer function indexed by period.\n",
    " - `from_dataframe` ingests a `pandas.DataFrame`\n",
    " - `copy` return a copy of the transfer function object\n",
    " - contains validation methods for inputs\n",
    " \n",
    "It also has attributes:\n",
    "\n",
    " - `period` period array\n",
    " - `frequency` 1/period array\n",
    " - `comps` components in the transfer function as input channels and output channels\n",
    " - `n_periods` number of periods\n",
    " "
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    "### Impedance\n",
    "\n",
    "The impedance $\\mathbf{\\hat{Z}}$ describes how the Earth electrically responds to horizontal magnetic fields is formed from this generic transfer function.\n",
    "\n",
    "$\\mathbf{\\vec{E}}(\\omega) = \\mathbf{\\hat{Z}}(\\omega) \\mathbf{\\vec{H}}(\\omega)$\n",
    "\n",
    "To $\\mathbf{\\hat{Z}}$ is built from the generic transfer function using the horizontal components of the input and output channels.  There are two ways to access the impedance from the `MT` object \n",
    "\n",
    " - `mt.impedance` will return an xarray of the impedance\n",
    " - `mt.impedance_error` will return the errors in the impedance measurement\n",
    " - `mt.impedance_model_error` will return model errors for the impedance\n",
    " - `mt.Z` will return a `mtpy.core.transfer_function.Z` object which has methods for accessing impedance tensor attributes, which contains the errors. \n",
    " \n",
    "If you are not sure the transfer function has impedance you can use the method:\n"
   ]
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       "True"
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   "source": [
    "mt_object.has_impedance()"
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   "source": [
    "#### MT.impedance\n",
    "\n",
    "This is an xarray of the impedance and is computed from the generic transfer function using the horizontal components of the input and output channels.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "0b73f2f2-bce7-4b82-b7ce-f7abe1747d9e",
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       "  white-space: pre-wrap;\n",
       "  word-break: break-all;\n",
       "}\n",
       "\n",
       ".xr-icon-database,\n",
       ".xr-icon-file-text2 {\n",
       "  display: inline-block;\n",
       "  vertical-align: middle;\n",
       "  width: 1em;\n",
       "  height: 1.5em !important;\n",
       "  stroke-width: 0;\n",
       "  stroke: currentColor;\n",
       "  fill: currentColor;\n",
       "}\n",
       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;impedance&#x27; (period: 33, output: 2, input: 2)&gt;\n",
       "array([[[-1.160949e-01-0.2708645j ,  3.143284e+00+1.101737j  ],\n",
       "        [-2.470717e+00-0.7784633j , -1.057851e-01+0.1022045j ]],\n",
       "\n",
       "       [[-1.051846e-01-0.1912665j ,  3.169108e+00+1.007867j  ],\n",
       "        [-2.459892e+00-0.8541335j , -1.325974e-01+0.1473665j ]],\n",
       "\n",
       "       [[-1.289586e-02-0.1937956j ,  3.064653e+00+1.063899j  ],\n",
       "        [-2.446347e+00-0.8661013j , -1.222841e-01+0.1580956j ]],\n",
       "\n",
       "       [[-8.208073e-02-0.3117874j ,  3.042922e+00+1.006518j  ],\n",
       "        [-2.310078e+00-0.8732821j , -1.620193e-01+0.2110874j ]],\n",
       "\n",
       "       [[ 3.353187e-02-0.2855585j ,  2.875270e+00+1.083887j  ],\n",
       "        [-2.135730e+00-0.8666129j , -1.881319e-01+0.2420585j ]],\n",
       "\n",
       "       [[ 1.014077e-01-0.2989493j ,  2.719818e+00+1.103022j  ],\n",
       "        [-2.073182e+00-0.8841784j , -3.048077e-01+0.2344493j ]],\n",
       "\n",
       "       [[ 2.441069e-01-0.2828671j ,  2.493647e+00+1.179619j  ],\n",
       "        [-1.956353e+00-1.022081j  , -3.447069e-01+0.1793671j ]],\n",
       "...\n",
       "       [[ 3.475757e-02+0.0352555j ,  1.770043e-01+0.2258684j ],\n",
       "        [-1.343957e-01-0.1432316j , -4.149757e-02-0.05223549j]],\n",
       "\n",
       "       [[ 2.719606e-02+0.03381913j,  1.438796e-01+0.1859595j ],\n",
       "        [-1.121204e-01-0.1246405j , -3.594606e-02-0.04361913j]],\n",
       "\n",
       "       [[ 2.161943e-02+0.02911898j,  1.137554e-01+0.150974j  ],\n",
       "        [-8.744459e-02-0.103626j  , -2.562943e-02-0.03531898j]],\n",
       "\n",
       "       [[ 1.514583e-02+0.02224749j,  8.349043e-02+0.1184608j ],\n",
       "        [-6.363958e-02-0.08284923j, -2.077583e-02-0.02673749j]],\n",
       "\n",
       "       [[ 9.760046e-03+0.01694262j,  5.923743e-02+0.08950258j],\n",
       "        [-4.535258e-02-0.06544742j, -1.464005e-02-0.02036262j]],\n",
       "\n",
       "       [[ 1.027061e-02+0.01265869j,  4.057636e-02+0.0674322j ],\n",
       "        [-3.114365e-02-0.0496578j , -1.030061e-02-0.01919869j]],\n",
       "\n",
       "       [[ 4.834623e-03+0.00983358j,  2.643963e-02+0.05098311j],\n",
       "        [-2.203037e-02-0.03744689j, -2.953623e-03-0.01293358j]]])\n",
       "Coordinates:\n",
       "  * output   (output) &lt;U2 &#x27;ex&#x27; &#x27;ey&#x27;\n",
       "  * input    (input) &lt;U2 &#x27;hx&#x27; &#x27;hy&#x27;\n",
       "  * period   (period) float64 4.655 5.818 7.314 ... 1.872e+04 2.913e+04\n",
       "Attributes:\n",
       "    survey:             CONUS South\n",
       "    project:            USMTArray\n",
       "    id:                 NMX20\n",
       "    name:               Nations Draw, NM, USA\n",
       "    latitude:           34.470528\n",
       "    longitude:          -108.712288\n",
       "    elevation:          1940.05\n",
       "    declination:        9.09\n",
       "    datum:              WGS84\n",
       "    acquired_by:        National Geoelectromagnetic Facility\n",
       "    start:              2020-09-20T19:03:06+00:00\n",
       "    end:                2020-10-07T20:28:00+00:00\n",
       "    runs_processed:     [&#x27;NMX20a&#x27;, &#x27;NMX20b&#x27;]\n",
       "    coordinate_system:  geographic</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'impedance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>period</span>: 33</li><li><span class='xr-has-index'>output</span>: 2</li><li><span class='xr-has-index'>input</span>: 2</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-3ff971af-3d02-4b94-bfa4-d58f0b10c9c6' class='xr-array-in' type='checkbox' checked><label for='section-3ff971af-3d02-4b94-bfa4-d58f0b10c9c6' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>(-0.1160949-0.2708645j) ... (-0.002953623-0.01293358j)</span></div><div class='xr-array-data'><pre>array([[[-1.160949e-01-0.2708645j ,  3.143284e+00+1.101737j  ],\n",
       "        [-2.470717e+00-0.7784633j , -1.057851e-01+0.1022045j ]],\n",
       "\n",
       "       [[-1.051846e-01-0.1912665j ,  3.169108e+00+1.007867j  ],\n",
       "        [-2.459892e+00-0.8541335j , -1.325974e-01+0.1473665j ]],\n",
       "\n",
       "       [[-1.289586e-02-0.1937956j ,  3.064653e+00+1.063899j  ],\n",
       "        [-2.446347e+00-0.8661013j , -1.222841e-01+0.1580956j ]],\n",
       "\n",
       "       [[-8.208073e-02-0.3117874j ,  3.042922e+00+1.006518j  ],\n",
       "        [-2.310078e+00-0.8732821j , -1.620193e-01+0.2110874j ]],\n",
       "\n",
       "       [[ 3.353187e-02-0.2855585j ,  2.875270e+00+1.083887j  ],\n",
       "        [-2.135730e+00-0.8666129j , -1.881319e-01+0.2420585j ]],\n",
       "\n",
       "       [[ 1.014077e-01-0.2989493j ,  2.719818e+00+1.103022j  ],\n",
       "        [-2.073182e+00-0.8841784j , -3.048077e-01+0.2344493j ]],\n",
       "\n",
       "       [[ 2.441069e-01-0.2828671j ,  2.493647e+00+1.179619j  ],\n",
       "        [-1.956353e+00-1.022081j  , -3.447069e-01+0.1793671j ]],\n",
       "...\n",
       "       [[ 3.475757e-02+0.0352555j ,  1.770043e-01+0.2258684j ],\n",
       "        [-1.343957e-01-0.1432316j , -4.149757e-02-0.05223549j]],\n",
       "\n",
       "       [[ 2.719606e-02+0.03381913j,  1.438796e-01+0.1859595j ],\n",
       "        [-1.121204e-01-0.1246405j , -3.594606e-02-0.04361913j]],\n",
       "\n",
       "       [[ 2.161943e-02+0.02911898j,  1.137554e-01+0.150974j  ],\n",
       "        [-8.744459e-02-0.103626j  , -2.562943e-02-0.03531898j]],\n",
       "\n",
       "       [[ 1.514583e-02+0.02224749j,  8.349043e-02+0.1184608j ],\n",
       "        [-6.363958e-02-0.08284923j, -2.077583e-02-0.02673749j]],\n",
       "\n",
       "       [[ 9.760046e-03+0.01694262j,  5.923743e-02+0.08950258j],\n",
       "        [-4.535258e-02-0.06544742j, -1.464005e-02-0.02036262j]],\n",
       "\n",
       "       [[ 1.027061e-02+0.01265869j,  4.057636e-02+0.0674322j ],\n",
       "        [-3.114365e-02-0.0496578j , -1.030061e-02-0.01919869j]],\n",
       "\n",
       "       [[ 4.834623e-03+0.00983358j,  2.643963e-02+0.05098311j],\n",
       "        [-2.203037e-02-0.03744689j, -2.953623e-03-0.01293358j]]])</pre></div></div></li><li class='xr-section-item'><input id='section-2aa05072-33a2-42ef-a743-1d7ae6a7057d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2aa05072-33a2-42ef-a743-1d7ae6a7057d' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>output</span></div><div class='xr-var-dims'>(output)</div><div class='xr-var-dtype'>&lt;U2</div><div class='xr-var-preview xr-preview'>&#x27;ex&#x27; &#x27;ey&#x27;</div><input id='attrs-5c9d19d5-2b2c-4d73-934a-fb83da374f3d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5c9d19d5-2b2c-4d73-934a-fb83da374f3d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f9372ffd-27a0-4db4-bf4e-d1fe905698bc' class='xr-var-data-in' type='checkbox'><label for='data-f9372ffd-27a0-4db4-bf4e-d1fe905698bc' 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;ex&#x27;, &#x27;ey&#x27;], dtype=&#x27;&lt;U2&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>input</span></div><div class='xr-var-dims'>(input)</div><div class='xr-var-dtype'>&lt;U2</div><div class='xr-var-preview xr-preview'>&#x27;hx&#x27; &#x27;hy&#x27;</div><input id='attrs-369fe480-6d68-4e48-b04a-6534c4dba2f8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-369fe480-6d68-4e48-b04a-6534c4dba2f8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3bdaec66-5df4-4dd7-92f5-1b0aacd97fb8' class='xr-var-data-in' type='checkbox'><label for='data-3bdaec66-5df4-4dd7-92f5-1b0aacd97fb8' 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;hx&#x27;, &#x27;hy&#x27;], dtype=&#x27;&lt;U2&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>period</span></div><div class='xr-var-dims'>(period)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.655 5.818 ... 1.872e+04 2.913e+04</div><input id='attrs-37fbf21c-f589-4157-93a5-d323a0cf4940' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-37fbf21c-f589-4157-93a5-d323a0cf4940' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cfa39c8a-18a7-4bfe-8611-78bb0957d4d1' class='xr-var-data-in' type='checkbox'><label for='data-cfa39c8a-18a7-4bfe-8611-78bb0957d4d1' 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([4.654550e+00, 5.818180e+00, 7.314290e+00, 9.142860e+00, 1.163636e+01,\n",
       "       1.505882e+01, 1.969231e+01, 2.560000e+01, 3.303226e+01, 4.266667e+01,\n",
       "       5.389474e+01, 6.826667e+01, 8.533334e+01, 1.024000e+02, 1.321290e+02,\n",
       "       1.706667e+02, 2.155790e+02, 2.730667e+02, 3.413333e+02, 4.096000e+02,\n",
       "       5.285161e+02, 6.826667e+02, 8.623158e+02, 1.092267e+03, 1.365333e+03,\n",
       "       1.638400e+03, 2.259862e+03, 3.120762e+03, 4.681143e+03, 7.281778e+03,\n",
       "       1.191564e+04, 1.872457e+04, 2.912711e+04])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7e545148-5f5e-47f9-a8d3-592133782f5c' class='xr-section-summary-in' type='checkbox'  ><label for='section-7e545148-5f5e-47f9-a8d3-592133782f5c' class='xr-section-summary' >Attributes: <span>(14)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>survey :</span></dt><dd>CONUS South</dd><dt><span>project :</span></dt><dd>USMTArray</dd><dt><span>id :</span></dt><dd>NMX20</dd><dt><span>name :</span></dt><dd>Nations Draw, NM, USA</dd><dt><span>latitude :</span></dt><dd>34.470528</dd><dt><span>longitude :</span></dt><dd>-108.712288</dd><dt><span>elevation :</span></dt><dd>1940.05</dd><dt><span>declination :</span></dt><dd>9.09</dd><dt><span>datum :</span></dt><dd>WGS84</dd><dt><span>acquired_by :</span></dt><dd>National Geoelectromagnetic Facility</dd><dt><span>start :</span></dt><dd>2020-09-20T19:03:06+00:00</dd><dt><span>end :</span></dt><dd>2020-10-07T20:28:00+00:00</dd><dt><span>runs_processed :</span></dt><dd>[&#x27;NMX20a&#x27;, &#x27;NMX20b&#x27;]</dd><dt><span>coordinate_system :</span></dt><dd>geographic</dd></dl></div></li></ul></div></div>"
      ],
      "text/plain": [
       "<xarray.DataArray 'impedance' (period: 33, output: 2, input: 2)>\n",
       "array([[[-1.160949e-01-0.2708645j ,  3.143284e+00+1.101737j  ],\n",
       "        [-2.470717e+00-0.7784633j , -1.057851e-01+0.1022045j ]],\n",
       "\n",
       "       [[-1.051846e-01-0.1912665j ,  3.169108e+00+1.007867j  ],\n",
       "        [-2.459892e+00-0.8541335j , -1.325974e-01+0.1473665j ]],\n",
       "\n",
       "       [[-1.289586e-02-0.1937956j ,  3.064653e+00+1.063899j  ],\n",
       "        [-2.446347e+00-0.8661013j , -1.222841e-01+0.1580956j ]],\n",
       "\n",
       "       [[-8.208073e-02-0.3117874j ,  3.042922e+00+1.006518j  ],\n",
       "        [-2.310078e+00-0.8732821j , -1.620193e-01+0.2110874j ]],\n",
       "\n",
       "       [[ 3.353187e-02-0.2855585j ,  2.875270e+00+1.083887j  ],\n",
       "        [-2.135730e+00-0.8666129j , -1.881319e-01+0.2420585j ]],\n",
       "\n",
       "       [[ 1.014077e-01-0.2989493j ,  2.719818e+00+1.103022j  ],\n",
       "        [-2.073182e+00-0.8841784j , -3.048077e-01+0.2344493j ]],\n",
       "\n",
       "       [[ 2.441069e-01-0.2828671j ,  2.493647e+00+1.179619j  ],\n",
       "        [-1.956353e+00-1.022081j  , -3.447069e-01+0.1793671j ]],\n",
       "...\n",
       "       [[ 3.475757e-02+0.0352555j ,  1.770043e-01+0.2258684j ],\n",
       "        [-1.343957e-01-0.1432316j , -4.149757e-02-0.05223549j]],\n",
       "\n",
       "       [[ 2.719606e-02+0.03381913j,  1.438796e-01+0.1859595j ],\n",
       "        [-1.121204e-01-0.1246405j , -3.594606e-02-0.04361913j]],\n",
       "\n",
       "       [[ 2.161943e-02+0.02911898j,  1.137554e-01+0.150974j  ],\n",
       "        [-8.744459e-02-0.103626j  , -2.562943e-02-0.03531898j]],\n",
       "\n",
       "       [[ 1.514583e-02+0.02224749j,  8.349043e-02+0.1184608j ],\n",
       "        [-6.363958e-02-0.08284923j, -2.077583e-02-0.02673749j]],\n",
       "\n",
       "       [[ 9.760046e-03+0.01694262j,  5.923743e-02+0.08950258j],\n",
       "        [-4.535258e-02-0.06544742j, -1.464005e-02-0.02036262j]],\n",
       "\n",
       "       [[ 1.027061e-02+0.01265869j,  4.057636e-02+0.0674322j ],\n",
       "        [-3.114365e-02-0.0496578j , -1.030061e-02-0.01919869j]],\n",
       "\n",
       "       [[ 4.834623e-03+0.00983358j,  2.643963e-02+0.05098311j],\n",
       "        [-2.203037e-02-0.03744689j, -2.953623e-03-0.01293358j]]])\n",
       "Coordinates:\n",
       "  * output   (output) <U2 'ex' 'ey'\n",
       "  * input    (input) <U2 'hx' 'hy'\n",
       "  * period   (period) float64 4.655 5.818 7.314 ... 1.872e+04 2.913e+04\n",
       "Attributes:\n",
       "    survey:             CONUS South\n",
       "    project:            USMTArray\n",
       "    id:                 NMX20\n",
       "    name:               Nations Draw, NM, USA\n",
       "    latitude:           34.470528\n",
       "    longitude:          -108.712288\n",
       "    elevation:          1940.05\n",
       "    declination:        9.09\n",
       "    datum:              WGS84\n",
       "    acquired_by:        National Geoelectromagnetic Facility\n",
       "    start:              2020-09-20T19:03:06+00:00\n",
       "    end:                2020-10-07T20:28:00+00:00\n",
       "    runs_processed:     ['NMX20a', 'NMX20b']\n",
       "    coordinate_system:  geographic"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.impedance"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b066a8c-6a9b-42bb-b2ab-c81b739a0cc4",
   "metadata": {},
   "source": [
    "### MT.Z\n",
    "\n",
    "The `Z` object is central to most actions in `mtpy` and has various attributes that are important to analyzing and visualizing the impedance tensor.  Of these are:\n",
    "\n",
    " - `resistivity` and `phase` are the most common way to represent the impedance tensor. The `resistivity` is an apparent resistivity that describes the volumetric average of the Earth sampled by hemisphere with a radius related to the period through the skin depth.  It provides an estimate on how conductive or resistive the subsurface is as a function of period, a proxy for depth.  The `phase` is the impedance phase and describes how subsurface resistivity is changing where 45 degrees indicates no change.  \n",
    "   - `res_ij` and `phase_ij` are convenient attributes for accessing only a certain component of the resistivity or phase.  If you want to access just the xy component use `res_xy`.\n",
    "   - `res_det` and `phase_det` represent the resistivity and phase of the determinant of the impedance tensor.\n",
    " - `phase_tensor` is a different way of representing the impedance tensor that is not effected by near surface distortion like static shift. This returns a `mtpy.core.tranfer function.Base` object. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "71450bfa-2b45-4b7d-a417-9f71626e8491",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transfer Function impedance\n",
       "------------------------------\n",
       "\tNumber of periods:  33\n",
       "\tFrequency range:        3.43323E-05 -- 2.14844E-01 Hz\n",
       "\tPeriod range:           4.65455E+00 -- 2.91271E+04 s\n",
       "\n",
       "\tHas impedance:              True\n",
       "\tHas impedance_error:        True\n",
       "\tHas impedance_model_error:  False"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.Z"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "7fefba10-b0df-402b-a983-cb04330dd158",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([10.3275702 , 12.8686987 , 15.39508701, 18.78391953, 21.9740757 ,\n",
       "       25.94353835, 29.97081497, 33.72107947, 37.49484018, 39.85170164,\n",
       "       42.22309955, 44.22664358, 46.57708096, 47.53701478, 48.98712171,\n",
       "       50.77007139, 52.33463866, 52.41671744, 51.90545285, 51.26697937,\n",
       "       49.76791648, 46.62343578, 45.61307418, 43.08625057, 40.82330885,\n",
       "       39.53221291, 37.21859669, 34.50456458, 33.45466823, 30.58872947,\n",
       "       27.45312204, 23.19428435, 19.21417312])"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.Z.res_xy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "83754577-d039-4e4f-9c78-b58114166a5d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transfer Function phase_tensor\n",
       "------------------------------\n",
       "\tNumber of periods:  33\n",
       "\tFrequency range:        3.43323E-05 -- 2.14844E-01 Hz\n",
       "\tPeriod range:           4.65455E+00 -- 2.91271E+04 s\n",
       "\n",
       "\tHas phase_tensor:              True\n",
       "\tHas phase_tensor_error:        True\n",
       "\tHas phase_tensor_model_error:  False"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.Z.phase_tensor"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a9fe1459-564e-487d-a509-8d8a3f392301",
   "metadata": {},
   "source": [
    "## MT.Tipper\n",
    "\n",
    "The tipper represents the induction vectors or the Earth's magnetic response to horizontal magnetic fields.  You get strong induction vectors when horizontal electrical currents flow through the subsurface like along structural boundaries and faults.  \n",
    "\n",
    "$H_{z}(\\omega) = \\mathbf{\\hat{W}}(\\omega) \\mathbf{\\vec{H}}(\\omega)$\n",
    "\n",
    "Similar to `MT.Z` there are methods and attributes for analyzing induction vectors.  \n",
    "\n",
    " - `amplitude` amplitude of the induction vectors\n",
    " - `phase` phase of the induction vectors\n",
    " - `angle` horizontal direction of the induction vectors\n",
    " - `mag` magnitude of the induction vectors\n",
    " \n",
    "There are also attributes for the real and imaginary components\n",
    "\n",
    " - `angle_real` and `angle_imag`\n",
    " - `mag_real` and `mag_imag`\n",
    " "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "44960a99-5e46-4a26-97c7-622b3ea83293",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0.10454066, 0.07782623, 0.08104679, 0.08278517, 0.09892832,\n",
       "       0.12609043, 0.09750211, 0.07730022, 0.06717719, 0.05336503,\n",
       "       0.04318178, 0.05157183, 0.07753425, 0.10306461, 0.14128244,\n",
       "       0.17552209, 0.1995196 , 0.21798128, 0.22319936, 0.22839953,\n",
       "       0.22834729, 0.22250223, 0.21076025, 0.19728602, 0.17894005,\n",
       "       0.16590773, 0.14505057, 0.10009294, 0.06102891, 0.06275663,\n",
       "       0.03127006, 0.14861124, 0.17879201])"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mt_object.Tipper.mag_real"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a425bc3e-2eab-49ed-a108-5958ac9d85c9",
   "metadata": {},
   "source": [
    "## Visualizing\n",
    "\n",
    "Have a look at the data provides better information than just looking at arrays.  There are a few methods for plotting various components of the impedance tensor.\n",
    "\n",
    "### Plot MT Response\n",
    "\n",
    "The main visualization is plotting the MT response as apparent resistivity and phase, and if there are induction vectors plot them.  This also plots the phase tensor ellipses for completeness.  You can turn them on and off if you like."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "fda28c1b-4b74-4c5f-89ea-5f94fbd6a980",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_response = mt_object.plot_mt_response()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0e496a68-8eaa-4f43-abc6-77fc89eb9091",
   "metadata": {},
   "source": [
    "You can plot all 4 components of the impedance tensor"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "131d5ef1-45b5-48c8-becf-1c0aed9910bf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 7 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_response.plot_num = 2\n",
    "plot_response.fig_num = 2\n",
    "plot_response.plot()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d571c59e-e739-43d1-923e-1d70142d110e",
   "metadata": {},
   "source": [
    "### Plot Phase Tensor component\n",
    "\n",
    "Sometimes it can be infomrative to plot the phase tensor components and attributes to determine dimensionality. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "d8af487e-3c9c-47c1-916e-83470d33531a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_pt = mt_object.plot_phase_tensor()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bbf2c54f-27e9-4f7c-95b2-74518784447d",
   "metadata": {},
   "source": [
    "### Plot Penetration Depth\n",
    "\n",
    "Another diagnostic of your data is to estimate the depth of penetration.  This is done through a Niblett-Bostick transformation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "06353dd4-1d55-4473-a1b5-ed4c3e0326f2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_nb = mt_object.plot_depth_of_penetration()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d80b6fa6-7135-48eb-a3f7-5a0d27a64471",
   "metadata": {},
   "source": [
    "## Manipulating MT Response\n",
    "\n",
    "Often you want to manipulate the transfer function by applying a static shift, rotationg, flipping phases, interpolating. There are tools for this."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a665354-da80-4a43-83f6-a6a07ef98836",
   "metadata": {},
   "source": [
    "### Rotate\n",
    "\n",
    "Data rotation helps align the data with geologic structures and optimzing the transfer function to be quasi 2D for modeling.  \n",
    "\n",
    "Geoelectric strike can be estimated from the phase tensor as seen in the plot above.  Here this station appears to have a dominant geoelectric strike within the 2D realm is N270E. \n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Note:</b> All rotations are clockwise assuming that geographic north = 0, and east is 90.\n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "29640bba-5aa7-4afc-87fc-000beb972369",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Plotting PlotPhaseTensor"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "rotated = mt_object.rotate(-270, inplace=False)\n",
    "rotated.plot_phase_tensor()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4ee005c8-8083-4493-a134-7c692bdb71a6",
   "metadata": {},
   "source": [
    "### Interpolate\n",
    "\n",
    "Interpolating data is useful for standardizing a data set for modeling or comparing.  Interpolation is done on each component on both real and imaginary parts using a linear interpolation using `scipy.signal.interp1d` internally within `xarray`. \n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Note:</b> Due to some complexities with xarray of removing Nan values a preliminary interpolation is done to interoplate Nan values using using the original period range, then an interpolation is done onto the new period range given.  You can change the type of interpolation for the 'na_interpolate' and 'method'.  \n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "6927134a-e856-4616-8aab-b0ed5948963b",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "bbced766-f6bb-4395-b8f3-c3747a89d523",
   "metadata": {},
   "outputs": [],
   "source": [
    "interpolated = mt_object.interpolate(np.logspace(1, 4, 12))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "76a23086-4697-46de-9d7b-8e9b0995430f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Plotting PlotMTResponse"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "interpolated.plot_mt_response()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b25f19d3-161e-446e-be82-267dd2a3d7b5",
   "metadata": {},
   "source": [
    "### Static Shift\n",
    "\n",
    "Static shift is a distortion that affects the apparent resisitivity.  We can apply a scalar to shift apparent resistivity up or down.  \n",
    "\n",
    "$\\mathbf{Z} = \\mathbf{S} * \\mathbf{Z}_0$\n",
    "\n",
    "where:\n",
    "\n",
    "$\\mathbf{S} = \\begin{vmatrix}\n",
    "S_{x} \\quad S_{x}\\\\\n",
    "S_{y} \\quad S_{y}\n",
    "\\end{vmatrix}$\n",
    "\n",
    "To remove the static shift multiply by $\\mathbf{S}^{-1}$\n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Note:</b> This assumes that the static shift is given in resistivity coordinates thus the square root of S will be applied.    \n",
    "</div>\n",
    "\n",
    "<div class=\"alert alert-block alert-info\">\n",
    "<b>Note:</b> Numbers great than 1 will move the apparent resisitity down and numbers smaller than 1 will shift apparent resistivity up.      \n",
    "</div>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "8f793414-9324-4820-8a63-177196d54d8e",
   "metadata": {},
   "outputs": [],
   "source": [
    "static_shifted = mt_object.remove_static_shift(ss_x=1.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "c8f8f4ae-acb9-49ff-b61b-48d049a39aa8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Plotting PlotMTResponse"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "static_shifted.plot_mt_response()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "110573d8-94e7-44f7-87df-ff51892ffa69",
   "metadata": {},
   "source": [
    "### Flip Phase\n",
    "\n",
    "Occasionally you will compute a transfer function that has phase flipped, usually a coil was hooked ub backwards, or the electric lines were hooked up in reverse.  If Hz data were collected an easy way to tell is plotting induction vectors for the survey and seeing if any look flipped. That is a good indication the magnetic channels was flipped.  Otherwise check the electric channels.  Here we will assume that the Ex was flipped so we flip Zxx and Zxy.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "f53d24a9-6974-443a-85a0-c81c6c32d6cd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Plotting PlotMTResponse"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "flipped = mt_object.flip_phase(zxx=True, zxy=True)\n",
    "flipped.plot_mt_response()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2317f61f-58bd-4e0f-bc00-e9f0dab06382",
   "metadata": {},
   "source": [
    "### Remove a component\n",
    "\n",
    "Sometimes data can be terrible for a single component and you may want to remove it before analyzing the data.  "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "f110a229-9d97-49e2-9bf0-f122c4659636",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Plotting PlotMTResponse"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "removed_xy = mt_object.remove_component(zxy=True)\n",
    "removed_xy.plot_mt_response()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "59ad9c9b-6b2b-43e9-a12c-3d6af3b5fd39",
   "metadata": {},
   "source": [
    "### Add White Noise\n",
    "\n",
    "If you are doing some sensitivity tests or inverting synthetic data adding white noise can be useful.  Here we will add 5%\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "849d8916-cc60-46da-b191-d7f716d5347b",
   "metadata": {},
   "outputs": [],
   "source": [
    "adding_white_noise = mt_object.add_white_noise(.05, inplace=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "2d4cb4d1-e82c-42ad-a28c-7b64e0f0fbdd",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Plotting PlotMTResponse"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "adding_white_noise.plot_mt_response()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "85612547-f96d-436a-bc09-207e6e3da446",
   "metadata": {},
   "source": [
    "### Remove Distortion\n",
    "\n",
    "Distortion is a pain an usually comes in the form of near surface distortion like a static shift.  If you have no other way to estimated distortion, like a TEM measurement or nearby stations a relative estimate can be made using the phase tensor.  See [Bibby et al., (2005)](https://doi.org/10.1111/j.1365-246X.2005.02779.x).  This basically looks for 1D parts of the transfer function by comparing the TE and TM phases. If the phases match then so should the apparent resistivity.  However, knowing the true value of static shift is incomplete and therefore the apparent resistivity curves are pinched together to remove relative static shift. \n",
    "\n",
    "There might be some issues with uncertainty propagation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "e1f08466-ecff-4b39-b96c-296c4aeab474",
   "metadata": {},
   "outputs": [],
   "source": [
    "distortion_removed = mt_object.remove_distortion(n_frequencies=25)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "9f4ac57a-74b6-457b-82a8-819ddbeea272",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 5 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "Plotting PlotMTResponse"
      ]
     },
     "execution_count": 34,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distortion_removed.plot_mt_response()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d53645b6-bb7e-4f70-87bc-1d8568ee29e4",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}