{ "cells": [ { "cell_type": "markdown", "id": "c517647d-3226-4224-bfac-5ebc53a64bbe", "metadata": { "tags": [] }, "source": [ "# Falcon Noise Analysis" ] }, { "cell_type": "markdown", "id": "3d8939aa-84cf-4ed5-9de3-cf115acb5c9e", "metadata": {}, "source": [ "The noise in the Falcon-style (dual-complement, single-disc) airborne gravity gradiometer is well characterised by the difference noise. Thus the noise in each component is half the standard deviation of the difference between complements):\n", "\n", "$$N_{NE}=0.5\\,\\sigma\\left(A_{NE}-B_{NE}\\right)$$\n", "$$N_{UV}=0.5\\,\\sigma\\left(A_{UV}-B_{UV}\\right)$$\n", "\n", "where $A_{NE}$ is the $NE$ component of the gravity gradient as measured by the $A$ complement, and similarly for $A_{UV}$, $B_{NE}$, and $B_{UV}$. It is also useful to check for excess high frequency signal, and to check for any demodulation phase error as described below.\n", "\n", "We will use the Canobie Falcon data for these examples so ensure you have run the `Prepare_XYZ` notebook first so that these data are prepared for review." ] }, { "cell_type": "markdown", "id": "a965a319-700f-4344-9629-0835fa28f752", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "a9030372-d723-44ea-bc17-adfd11b0800a", "metadata": {}, "source": [ "Import the required modules, set the path to the geowhizz files and list the channels." ] }, { "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": [ "data_root = r'./CanobieData/'\n", "canobieHDF_file = Path(data_root + r'Canobie.hdf5')" ] }, { "cell_type": "code", "execution_count": 3, "id": "9cc11114-58f0-43ae-9a88-b7893da75fc4", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Whizz Version 1.0\n", "\n", "33 channels:\n", "\n", "\n", "33 channels:\n", "['ANE_TC_2p67', 'AUV_TC_2p67', 'BNE_TC_2p67', 'BUV_TC_2p67',\n", "'Bearing', 'CLEARANCE', 'DTM', 'Date', 'EASTING', 'FIDUCIAL',\n", "'FLIGHT', 'GDD_Fourier_2p67', 'GNE_Fourier_2p67', 'GUV_Fourier_2p67',\n", "'HDOP', 'HEIGHT', 'JOB_ID', 'LATITUDE', 'LINE', 'LONGITUDE',\n", "'NORTHING', 'Noise_NE', 'Noise_UV', 'NumSats', 'PDOP', 'TURBULENCE',\n", "'T_DD', 'T_NE', 'T_UV', 'Time_1980', 'Time_Day', 'VDOP',\n", "'gD_Fourier_2p67']\n" ] } ], "source": [ "qc.reportChannels(canobieHDF_file)" ] }, { "cell_type": "markdown", "id": "d2b35484-39a1-4104-9d92-f8535552c201", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "b4049f22-1c8e-410d-b695-eee051b65efb", "metadata": {}, "source": [ "The **`diffNoiseVturb`** function plots the difference noise for each survey line against the turbulence for that line. Higher turbulence generally results in higher noise and the plot allows one to decide on a reasonable turbulence limit for the data. In addition, flight-lines with a difference noise that is off the general trend (high noise at low turbulence) should be questioned even if they meet specification.\n", "\n", "In this example, we get very low noise estimates and there are no data off-trend.\n", "\n", "The usual `error_spec` is $5\\,E$ but here we have set it to $2.5\\,E$ in order to force an error message, purely for an example. You can see that lines that fail the set specification are labeled on the plot." ] }, { "cell_type": "code", "execution_count": 4, "id": "0b5808b8-f64b-4171-91c1-fbc6abeaafec", "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "100060.000 fails with noise 2.80 > 2.5, mean turbulence = 0.66.\n", "\n" ] } ], "source": [ "qc.diffNoiseVturb(canobieHDF_file, eNE='Noise_NE', eUV='Noise_UV', turbulence='TURBULENCE',\n", " error_spec=2.5, labelLines=True)" ] }, { "cell_type": "markdown", "id": "4b2ae96c-f8fc-4580-b293-9ef73b1d550e", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "d83bf48d-f893-409b-916a-bd00c0d29d24", "metadata": {}, "source": [ "Any rectification process can down-convert high frequency vibration into the signal band of a sensor. Gravity gradiometers have an intrinsic rectification process via their sensitivity to products of rotational velocity so it is useful to check for excess high frequency signal since it may lead to error in the final data.\n", "\n", "The function **`checkHighFreq`** checks for unusually high amplitude, high frequency signal in the raw gradient channels. The input gradient channels are high-pass filtered and a rolling standard deviation is used to find periods of higher amplitudes. High turbulence is sometimes associated with high frequency noise so the turbulence is also plotted for comparison.\n", "\n", "Experience with Falcon data suggests that sections of data where `checkHighFreq` finds high frequency noise above $15\\,E$ are of concern and ought to be followed up with the service provider.\n", "\n", "A plot showing where the high frequency noise occurs along line is shown for all lines that have excess high frequency signal. The Canobie data do not have any high frequency noise problems, so the `noiseLimit` has been artifically set here to $6.5\\,E$ just to get a plot for the example." ] }, { "cell_type": "code", "execution_count": 5, "id": "ef240a73-87d5-49bd-8d9a-fe52293aed8f", "metadata": { "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Checked 6 lines; 1 line had high frequency signal above 6.5.\n", "Line 100030.000: peak HF noise in ANE_TC_2p67 = 6.9.\n", "\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qc.checkHighFreq(canobieHDF_file, noiseLimit=6.5, \n", " channels=['ANE_TC_2p67', 'AUV_TC_2p67', 'BNE_TC_2p67', 'BUV_TC_2p67'], \n", " cutoffs=[0.15, 3.6], vertaccel='TURBULENCE', verbose=True, plot_flag=True)" ] } ], "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 }