{ "cells": [ { "cell_type": "markdown", "id": "c517647d-3226-4224-bfac-5ebc53a64bbe", "metadata": { "tags": [] }, "source": [ "# Intersection Analysis" ] }, { "cell_type": "markdown", "id": "55aeb42d-7f0e-4b52-9ab6-4e4424313e9d", "metadata": {}, "source": [ "For surveys with traverse lines and control lines, it is common to set a requirement on the differences in value of some particular data channel at the intersection of the traverses and controls. This can be on a height or altitude channel with the purpose of enforcing a relatively smooth flying drape surface. It can be on any geophysical data channel with the purpose of assessing the repeatability of the data as a measure of error.\n", "\n", "__galileoQC__ provides the `checkIntersection` function for intersection analysis. It reports back comparing a maximum allowed value against either individual difference values, or the RMS difference for each traverse line, or the RMS difference divided by $\\sqrt{2}$ for each traverse line.\n", "\n", "Here we demonstrate its use on the 2012 Kauring airborne gravimetry survey data.\n", "\n", "Ensure you have run the `Prepare_ASEGGDF2` notebook first so that the 2012 Kauring data are prepared for review." ] }, { "cell_type": "markdown", "id": "1731fc11-7bea-496f-a4fe-b6c694058f69", "metadata": { "tags": [] }, "source": [ "___" ] }, { "cell_type": "markdown", "id": "d41e6ef2-b07c-44f9-935d-d9886e7faa69", "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": [ "dh = Path(r'./Kauring_grv/GRAV.hdf5')" ] }, { "cell_type": "code", "execution_count": 3, "id": "bf63413f-4ac7-4cb8-bd5c-94137b40ef8f", "metadata": {}, "outputs": [], "source": [ "if not dh.exists():\n", " %run ./Prepare_2012KauringData.ipynb" ] }, { "cell_type": "markdown", "id": "2968dfe6-9859-4ebe-9de1-47cc330db694", "metadata": {}, "source": [ "___" ] }, { "cell_type": "markdown", "id": "ba7ce30d-2e96-48b5-89af-209ea935e2c6", "metadata": {}, "source": [ "Here is a check for the RMS intersection difference along each traverse line against the Bouguer gravity (filtered at $100\\,s$)." ] }, { "cell_type": "code", "execution_count": 4, "id": "e393beb0-63c7-4c1f-ad4d-770056cadd05", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All 224 lines in database indexed as traverse or as control.\n", "213 traverse lines checked,, 5 exceeded the 1.0 mGal allowed RMS difference in GRVBGL100S_267.\n", "\n", " 200100:3 [bearing=150.6] intersection GRVBGL100S_267 RMS difference = 1.0 > 1.0 mGal.\n", " 200500:9001 [bearing=-29.6] intersection GRVBGL100S_267 RMS difference = 1.4 > 1.0 mGal.\n", " 200600:3 [bearing=150.5] intersection GRVBGL100S_267 RMS difference = 1.0 > 1.0 mGal.\n", " 200801:15 [bearing=150.5] intersection GRVBGL100S_267 RMS difference = 1.1 > 1.0 mGal.\n", " 208900:4 [bearing=150.7] intersection GRVBGL100S_267 RMS difference = 1.0 > 1.0 mGal.\n" ] } ], "source": [ "qc.checkIntersection(dh, zChannel='GRVBGL100S_267', max_allowed_deltaZ=1.0)" ] }, { "cell_type": "markdown", "id": "0ef81f4e-2870-4c74-94b3-7b07dafd0ab4", "metadata": {}, "source": [ "___" ] }, { "cell_type": "markdown", "id": "2b286625-3d85-4327-98c3-52abdb4da13a", "metadata": {}, "source": [ "Here is an RMS intersection difference analysis of the survey heights." ] }, { "cell_type": "code", "execution_count": 5, "id": "eef2ed79-2493-41c4-90e5-2dba2d0bf682", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All 224 lines in database indexed as traverse or as control.\n", "All 213 traverse lines had GPSZ RMS differences less than 10.0 m.\n" ] } ], "source": [ "qc.checkIntersection(dh, zChannel='GPSZ', max_allowed_deltaZ=10.0)" ] }, { "cell_type": "markdown", "id": "5a744224-c137-4239-9920-ae9b6618fc31", "metadata": {}, "source": [ "___" ] }, { "cell_type": "markdown", "id": "a5e955da-8ab6-4720-a040-d43ec67e0d84", "metadata": {}, "source": [ "In the final example, we analyse the Bouguer gravity against the RMS difference divided by $\\sqrt{2}$. With `plot_flag=True`, we get a flight-line map highlighting the failed line(s) in red." ] }, { "cell_type": "code", "execution_count": 6, "id": "7ec1877c-8814-41a4-b60a-f8a22936af89", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "All 224 lines in database indexed as traverse or as control.\n", "213 traverse lines checked,, 1 exceeded the 1.0 mGal allowed RMS/sqrt2 difference in GRVBGL100S_267.\n", "\n", " 200500:9001 [bearing=-29.6] intersection GRVBGL100S_267 RMS/sqrt2 difference = 1.0 > 1.0 mGal.\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "qc.checkIntersection(dh, zChannel='GRVBGL100S_267', max_allowed_deltaZ=1.0, \n", " mode=\"RMSroot2\", plot_flag=True)" ] }, { "cell_type": "code", "execution_count": null, "id": "058a4514-7eb4-4e1f-a12f-803a01c6866c", "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 }