{ "cells": [ { "cell_type": "markdown", "id": "c517647d-3226-4224-bfac-5ebc53a64bbe", "metadata": { "tags": [] }, "source": [ "# Navigation and Position QC" ] }, { "cell_type": "markdown", "id": "25962e27-ac45-4add-a2bc-63890e044324", "metadata": { "tags": [] }, "source": [ "
\n", "This notebook expects the geowhizz HDF5 files to be already prepared. You should run the `Prepare_XYZ` notebook first.\n", "
" ] }, { "cell_type": "markdown", "id": "a91f7387-18b7-43c7-911f-fcd8eca062b3", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "5dbc91c7-e1a2-4839-9a52-5950f9f4a226", "metadata": {}, "source": [ "Import the required modules, and set the path to the geowhizz files." ] }, { "cell_type": "code", "execution_count": 1, "id": "6541a9e4-d579-44cf-839d-a97a80ef6513", "metadata": { "tags": [] }, "outputs": [], "source": [ "from pathlib import Path\n", "import galileoQC as qc" ] }, { "cell_type": "code", "execution_count": 2, "id": "b0ec9460-4290-44bd-8840-e76d537ee3e0", "metadata": {}, "outputs": [], "source": [ "EastVicHDF_file = Path(r'./EastVicData/EastVic.hdf5')\n", "EastVicTestHDF_file = Path(r'./EastVicData/EastVicTest.hdf5')\n", "EastVicRepHDF_file = Path(r'./EastVicData/EastVicRepeats.hdf5')\n", "EastVicHDF_plan = Path(r'./EastVicData/EastVicPlan.hdf5')" ] }, { "cell_type": "code", "execution_count": 3, "id": "35c055b3-33d4-427b-8c61-9a6be4ed7bb2", "metadata": {}, "outputs": [], "source": [ "if not (EastVicHDF_file.exists() and EastVicTestHDF_file.exists() and EastVicRepHDF_file.exists() and EastVicHDF_plan.exists()):\n", " %run ./Prepare_EastVicData.ipynb" ] }, { "cell_type": "markdown", "id": "358c3e34-130b-4277-be5b-502e6c7724a9", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "b8f68dad-8c4a-4be9-bde0-3f2c09031d7f", "metadata": {}, "source": [ "**GNSS**" ] }, { "cell_type": "markdown", "id": "096d3ba4-1197-4b4e-886e-8de5f2dabc38", "metadata": {}, "source": [ "Accurate knowledge of the sensor position is important. In gravimetry, it is critical for calculating the kinematic accelerations that must be removed from the gravimeter measurements. In gradiometry the accuracy requirement is not quite as demanding but it is still important since it limits the accuracy of the terrain corrections.\n", "\n", "The accuracy of GNSS (Global Navigation Satellite System) positions is usually better when the number of visible satellites, `NSATS`, is large and the position, vertical and horizontal dilutions of position (PDOP, `VDOP` and `HDOP` respectively) are small. Contracts will often stipulate the minimum number of satellites, and maximum values for PDOP, VDOP and HDOP. The requirements tend to be a little more demanding for gravimetry than for gradiometry.\n", "\n", "Typical values might be:\n", "\n", " airborne gravimetry - a minimum of 6 GNSS satellites visible, and PDOP, HDOP and VDOP to not exceed 4;\n", " airborne gradi0metry - a minimum of 5 GNSS satellites visible, and PDOP, HDOP and VDOP to not exceed 4. " ] }, { "cell_type": "markdown", "id": "a174f726-d465-4f5f-ab75-57edc8938603", "metadata": {}, "source": [ "The values of these variables (number of satellites, HDOP, VDOP and PDOP) must be recorded as channels in the data, for each data point. The values in these channels are checked:" ] }, { "cell_type": "code", "execution_count": 4, "id": "6a13da87-f1e1-45ed-a596-bc53db6657fc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "In EastVic, checked num sats, PDOP, VDOP and HDOP. Found 0 errors.\n", "\n" ] } ], "source": [ "qc.checkGNSS(EastVicHDF_file, 'NSATS', 'PDOP', 'VDOP', 'HDOP', nsats_min=5, max_pdop=4, \n", " max_hdop=4, max_vdop=4)" ] }, { "cell_type": "markdown", "id": "84a1b469-7880-4c73-8380-dfc054ac2e63", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "b5bef891-c750-4da2-ba46-8970308c1762", "metadata": {}, "source": [ "**Horizontal Position**" ] }, { "cell_type": "markdown", "id": "a2341d13-beb2-44f2-9f19-934656e622de", "metadata": {}, "source": [ "Typically surveys are planned so that the aircraft traverses a series of parallel lines, collecting data along each. The line spacing is an important determinant of the spatial resolution of the survey. Furthermore, the data are usually gridded at a cell spacing approximately one-fifth of the planned line spacing.\n", "\n", "If the actual flight path deviates significantly from the planned path, then there will be areas of the survey where the spatial resolution of the data may be poorer than desired, and there will be areas where the gridding must interpolate over more grid cells between measurements than planned. Interpolation errors will be accordingly greater in those areas as a consequence.\n", "\n", "The aircraft position is allowed to deviate horizontally from the planned survey line by more than `allowance` metres for a distance no greater than `maxDistance` metres. Options exist to limit the distance to that traversed in a given `maxDuration` number of seconds, or a given `maxCounter` number of fiducials.\n", "\n", "Ideally the `allowance` would be much smaller than the intended grid cell width, and the `maxDistance` no greater than about one cell width. For gravimetry and gravity gradiometry these ideal restrictions can lead, with typical survey aircraft, to situations in which the instrumentation experiences significant accelerations as the aircraft path is corrected. These large aircraft accelerations can result in increased sensor error so it is better to allow a larger `maxDistance` and optimise for gentle corrections to the flight path. A 1 km distance is appropriate.\n", "\n", "The check in this example requires that all flown lines are within $40\\,m$ of the planned line, with any exceedances persisting for less than $1000\\,m$. The check is repeated for just line `2345.510` to demonstrate the plotting that occurs should a line fail the check." ] }, { "cell_type": "code", "execution_count": 5, "id": "e6796f42-f9c0-42fe-b4ab-f64a886b36ec", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "0 exceedances previously known in the database.\n", "\n", "All lines in plan and checked.\n", "\n", "1 horizontal exceedances.\n", "\n", "8 lines checked: 1 with horizontal exceedances.\n", "\n", "L 2345.51:1018 deviates more than 40.0 m for 85 fids (2380 m), max exceedance = 265 m.\n", " From (463608 E 5766708 N) to (461732 E 5765243 N).\n" ] } ], "source": [ "qc.checkXYPlan(EastVicHDF_plan, EastVicHDF_file, allowance=40.0, maxCounter=0,\n", " maxDistance=1000.0, plot_flag=False)" ] }, { "cell_type": "code", "execution_count": 6, "id": "975c1b40-4378-4d23-aef6-1f70af9ac498", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "0 exceedances previously known in the database.\n", "\n", "All lines in plan and checked.\n", "\n", "1 horizontal exceedances.\n", "\n", "1 lines checked: 1 with horizontal exceedances.\n", "\n", "L 2345.51:1018 deviates more than 40.0 m for 85 fids (2380 m), max exceedance = 265 m.\n", " From (463608 E 5766708 N) to (461732 E 5765243 N).\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qc.checkXYPlan(EastVicHDF_plan, EastVicHDF_file, allowance=40.0, maxCounter=0,\n", " maxDistance=1000.0, lines=['2345.510'], plot_flag=True)" ] }, { "cell_type": "markdown", "id": "33b11e0b-2b95-4471-9332-1d7bc98e4152", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "b06fd974-f9d7-4134-adbf-85927d94ceef", "metadata": {}, "source": [ "**Vertical Position**" ] }, { "cell_type": "markdown", "id": "7b34a0cb-50ab-4c39-bfda-dd7329c7cd1c", "metadata": {}, "source": [ "The vertical positions of the measurements are also constrained. The spatial resolution of the data is affected by the ground clearance, the sample spacing, and the filtering applied to the data. It is desirable to fly sufficiently low that the spatial resolution is not limited by survey height. The climb rate of the aircraft, as well as the presence of any obstacles limits this in practice.\n", "\n", "Specifications might require the position to be close to a given height above the ground, or some constant altitude relative to a datum (geoid or ellipsoidal altitude) but often the requirement is that the aircraft remain within a given distance of a preplanned survey height, often called the drape.\n", "\n", "Here we check that the aircraft remains within $20\\,m$ of the planned height, with no exceedances persisting for more than $1000\\,m$." ] }, { "cell_type": "code", "execution_count": 7, "id": "ed4e7a28-0bf2-4db3-bd82-83f5ccd2c2a3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "All lines in plan and checked.\n", "\n", "Total number of exceedances = 3 over 3 erroneous lines.\n", "\n", "0 exceedances known in the database.\n", "\n", "\n", "L 2343.51:1018 deviates more than 20.0 m for 154 fids (4484 m), max exceedance = 152.3 m.\n", " From (461807 E, 5763982 N) to (465341 E, 5766742 N).\n", "L 2345.5:1018 deviates more than 20.0 m for 179 fids (5170 m), max exceedance = 219.0 m.\n", " From (464003 E, 5766952 N) to (459909 E, 5763794 N).\n", "L 2345.51:1018 deviates more than 20.0 m for 201 fids (5849 m), max exceedance = 158.2 m.\n", " From (465460 E, 5768099 N) to (460853 E, 5764497 N).\n" ] }, { "data": { "image/png": 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qc.checkVertPlan(EastVicHDF_plan, EastVicHDF_file, allowance=20.0, maxCounter=0,\n", " maxDistance=1000.0, plot_flag=True)" ] }, { "cell_type": "markdown", "id": "6239cc09-1ba2-4383-95aa-e8cb6bb22718", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "87c4d8a9-04bf-494b-86f8-2c9cc2e25f67", "metadata": {}, "source": [ "**Segment Lengths**" ] }, { "cell_type": "markdown", "id": "839fc040-a400-445b-8900-1176a618ba1d", "metadata": {}, "source": [ "For operational reasons, a single planned survey line might be flown as a series of line segments, or as one segment. The length of all individually flown segments must exceed some minimum length. There are several reasons for setting a minimum. Where data are to be tie-line levelled, the segment must cross several control lines and so must be longer than two or three control line separations. For analysis of the spectral content or the statistics of the data, the segment length should be much longer than the spatial resolution of the data. And, for gradiometer surveys, the segment length should be large enough to allow for the noise reduction using regression against dynamic variables.\n", "\n", "Typically the minimum length might around $10\\,km$ for gradiometry and around $40\\,km$ for gravimetry. This gravimetry analysis sets the minimum at $38\\,km$." ] }, { "cell_type": "code", "execution_count": 8, "id": "02365a01-f986-42a4-9d19-f057faca3e32", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number failed lines = 0\n" ] } ], "source": [ "qc.checkLineLengths(EastVicHDF_file, min_len=38.0)" ] }, { "cell_type": "markdown", "id": "23254db8-207b-438c-a2a1-edd2b2c083e3", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "d5684c09-59a0-4f7c-abc2-39cb433292b1", "metadata": {}, "source": [ "**Line Overlaps**" ] }, { "cell_type": "markdown", "id": "08c975fc-4f1c-4e65-bb84-faf346cfe3ca", "metadata": {}, "source": [ "When a survey line is flown as more than one segment, the segments must overlap by some minimum amount in order to avoid any end-of-line effects (including those due to filtering)." ] }, { "cell_type": "code", "execution_count": 9, "id": "2ffc3275-fa3f-4499-8433-9de1acd6597f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3 coincident lines found.\n", "All overlaps meet requirement (>10.0 km).\n" ] } ], "source": [ "qc.checkOverlaps(EastVicHDF_file, min_overlap=10., plot_flag=False)" ] }, { "cell_type": "markdown", "id": "7cca9c67-350c-4209-9548-c50d7f90128c", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "a1aa6f79-4093-4c97-8e3e-623f0c072496", "metadata": {}, "source": [ "**Heading**" ] }, { "cell_type": "markdown", "id": "8fa75f6e-c4a0-4ec0-8923-73a5a1651f73", "metadata": {}, "source": [ "Occasionally contracts will set a specification on aircraft heading. Some care is required here because there is some risk of confusion about definitions. The track is the angle made between North and the line of motion of the aircraft (imagined as a track projected onto flat ground). The angle between North and the line defined by the nose-to-tail of the aircraft is the heading. Any cross wind will mean that the heading is different to the track. Nevertheless sometimes heading is reported as track, or vice versa.\n", "\n", "Another potential cause of confusion is the distinction between magnetic North and true North. Here we mean true North.\n", "\n", "And sometimes heading is called bearing.\n", "\n", "The checkHeading function checks the given `heading` channel against the given allowed angles (in degrees) and reports any differences greater than some allowed difference. If the `heading` channel contains track data, then that is what is checked. If the name of the `heading` channel is not supplied, then `checkHeading` calculates the **track** angle from the position data and checks against that.\n", "\n", "**Be warned**" ] }, { "cell_type": "code", "execution_count": 10, "id": "dd906dbe-bdd6-46c1-ac77-7d4b44d664e6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " Checked 8 lines for heading - nominal > tolerance 10.0; 1 failed.\n", "\n", "Line 2345.510: at least one sample failed. Min 215.10, Max 252.32 deg, Mean 232.08 deg.\n", "\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qc.checkHeading(EastVicHDF_file, [232.0, 52], plot_flag=True)" ] }, { "cell_type": "markdown", "id": "9b77e87d-38c4-4e95-b31d-125299826be2", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "a85edbe8-a2a8-461a-87e2-7ba89f99322c", "metadata": {}, "source": [ "**Ground Speed**" ] }, { "cell_type": "markdown", "id": "9b6cedfd-ae07-4ebd-a5fe-3d400bd9cd56", "metadata": {}, "source": [ "The data are measured at constant sample rate in time but we are interested in the location of the data in space and the data will be at a constant spacing on the ground only if the aircraft ground speed is constant. Tail winds and head winds make this difficult and some variation is inevitable.\n", "\n", "When the aircraft flies slower (into a head wind) the data have better spatial resolution, but a tail wind causes a faster ground speed and consequently poorer spatial resolution. In most conditions, a survey aircraft can fly within $15\\%$ - $20\\%$ of nominal, although nominal can vary significantly with aircraft.\n", "\n", "This example requires the data to be within $15\\%$ of $60\\,ms^{-2}$, with exceedances to persist for no further than $1000\\,m$." ] }, { "cell_type": "code", "execution_count": 11, "id": "f07f1b14-b9f8-4163-b40f-9d5568c81771", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Velocities not known - will calculate from positions\n", "Nominal ground speed 60.0 m/s; allowed 51.0 : 69.0 for < 1000.0 m.\n", "\n", " Checked 8 lines and 0 had some short exceedance(s).\n", " 0 lines failed for exceedance > allowed.\n", " Total number of full exceedances = 0.\n", "\n", "0 exceedances known in the database.\n", "\n", "Mean speed over all lines = 59.4.\n", "\n", "\n" ] } ], "source": [ "qc.checkSpeeds(EastVicHDF_file, nominalSpeed=60., allowance=0.15, maxDistance=1000.0, plot_flag=False)" ] }, { "cell_type": "code", "execution_count": null, "id": "38eca712-a94f-4c2e-8f88-f7de878e6789", "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": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 5 }