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@hayesla
Created January 29, 2025 21:40
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{
"cells": [
{
"cell_type": "markdown",
"id": "e587f09e-611d-484a-9628-99c23ca6559d",
"metadata": {},
"source": [
"# Notebook to read the Nancay radioheliograph image data constructed using the IDL routines. \n",
"\n",
"The fits meta is a bit all over the place, so this fixes it to be able to plot the data correctly. \n",
"\n",
"assumptions are very much made, so here be dragons. But is _does_ match the positions in the quicklook NRH images provided here\n",
"https://secchirh.obspm.fr/spip.php?page=movie&dayofyear=20241229&fromsurvey=1&formulaire_action=movies_form&formulaire_action_args=QZ5lqkkh15jIp6Ih8V1V030LOU%2BSO%2BBSATHHBlmLPqIm2gINrATai4hC92exgJr2rYtfq0Fsntcc8WiGn5ukxTPg99zHlWNWwdLdyQxLMS86V9U%3D&formulaire_action_sign=&datemovie=29%2F12%2F2024&starthour=11%3A20&nbofimages=5&frequency=1&framerate=1"
]
},
{
"cell_type": "code",
"execution_count": 22,
"id": "07dae228-f79e-474b-ab9c-7a383342d3ee",
"metadata": {},
"outputs": [],
"source": [
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"import sunpy.map\n",
"from sunpy.coordinates import frames, sun\n",
"\n",
"from astropy.io import fits\n",
"from astropy.coordinates import SkyCoord\n",
"import astropy.units as u\n",
"from astropy.wcs import WCS\n",
"from astropy.time import Time"
]
},
{
"cell_type": "code",
"execution_count": 23,
"id": "8c952042-f339-4291-9515-1f40e2041692",
"metadata": {},
"outputs": [],
"source": [
"file = 'nrh2_1509_h70_20241229_112038c02_b.fts'"
]
},
{
"cell_type": "code",
"execution_count": 24,
"id": "c6bf8046-cadc-4410-8c38-18d23a21d67d",
"metadata": {},
"outputs": [],
"source": [
"hdus = fits.open(file)"
]
},
{
"cell_type": "code",
"execution_count": 25,
"id": "8652a3a4-fa44-4d74-836d-1adcf4bf5db2",
"metadata": {},
"outputs": [],
"source": [
"messed_up_header = hdus[1].header"
]
},
{
"cell_type": "markdown",
"id": "a610f4bc-ef6d-481d-8c8f-a419b74c8877",
"metadata": {},
"source": [
"pull out time info"
]
},
{
"cell_type": "code",
"execution_count": 26,
"id": "b21778fe-829e-400f-ae06-f25037800a6d",
"metadata": {},
"outputs": [],
"source": [
"times = hdus[1].data[\"TIME\"]\n",
"times_images = Time(messed_up_header[\"DATE-OBS\"])+times*u.ms"
]
},
{
"cell_type": "markdown",
"id": "0245cc77-01fe-45e6-b64f-7d586c7f9386",
"metadata": {},
"source": [
"pull out data info"
]
},
{
"cell_type": "code",
"execution_count": 27,
"id": "62fb7b05-a633-4e77-ba06-09eb3b435ba6",
"metadata": {},
"outputs": [],
"source": [
"image_data = hdus[1].data[\"STOKESI\"]"
]
},
{
"cell_type": "code",
"execution_count": 28,
"id": "5563e42a-c5a1-41fb-b8c6-fa70998bd926",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(57, 128, 128)"
]
},
"execution_count": 28,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"image_data.shape"
]
},
{
"cell_type": "markdown",
"id": "0cf465ab-90ae-4095-84c8-e65243fd0128",
"metadata": {},
"source": [
"looks like 57 images at different times"
]
},
{
"cell_type": "markdown",
"id": "c99d538c-f46c-4b4f-9105-8261e524843b",
"metadata": {},
"source": [
"## The madness below assumes many things that are _not_ in the fits header, but this is what the IDL software seems to do and it matches the outputs\n",
"\n",
"The main thing is pulling the relevant stuff from the header, and then using this `nrh_pixarcsec` to calculate the pixel scale - which I found here:https://soho.nascom.nasa.gov/solarsoft/radio/nrh/idl/2dnrh/gen/nrh_pixarcsec.pro.\n",
"it uses the solar radius `SOLAR_R` which is the radius of the sun in pixels to calculate pixel scale at a given time ..."
]
},
{
"cell_type": "code",
"execution_count": 29,
"id": "203a7c2d-082d-469b-a5f1-73a61c764489",
"metadata": {},
"outputs": [],
"source": [
"def nrh_pixarcsec(date, solar_radius_px):\n",
" \"\"\"\n",
" this is just a kind of copy of what https://soho.nascom.nasa.gov/solarsoft/radio/nrh/idl/2dnrh/gen/nrh_pixarcsec.pro this doing\n",
" except using the correct ways to do it, so may be _slightly_ different from what `nrh_pixarcsec.pro` returns to a few decimal places - but that doesnt\n",
" matter in the scheme here\n",
" \"\"\"\n",
" time_obj = Time(date)\n",
" solar_radius_arcsec = sun.angular_radius(time_obj)\n",
" pixel_size = solar_radius_arcsec / solar_radius_px\n",
" return pixel_size"
]
},
{
"cell_type": "markdown",
"id": "c25d0b91-b11a-433b-b132-9dfd0cdf2bbe",
"metadata": {},
"source": [
"Here i'm using the sunpy.map.make_fitswcs_header to construct a fitswcs header. The assumptions here are that the refernece pixel is the center of the Sun and the observer is the earth. (both of these are not given in the fits file, but makes sense). "
]
},
{
"cell_type": "code",
"execution_count": 30,
"id": "f21f3548-f03d-48cf-bb9e-e70ccda5c9f9",
"metadata": {},
"outputs": [],
"source": [
"def construct_an_actual_header(data_array, obstime):\n",
" \"\"\"\n",
" This uses some of the information in the fits header from the file, but basically just constructs a completely new\n",
" wcs header. The assumption here is that the reference pixel (i.e. crval1, crval2) is the center of the sun (this isnt given in the fits file, but the center pixel\n",
" alues are given as the center of the array (i.e. crpix) - which is assumed here in the function below. \n",
" \"\"\"\n",
" pixel_scale = nrh_pixarcsec(obstime, messed_up_header['SOLAR_R']*u.pixel)\n",
" ref_coord = SkyCoord(0*u.arcsec, 0*u.arcsec, \n",
" frame=frames.Helioprojective(observer=\"earth\", obstime=obstime))\n",
" \n",
" header = sunpy.map.make_fitswcs_header(data_array.shape, \n",
" ref_coord, \n",
" scale=u.Quantity([pixel_scale, pixel_scale], ))\n",
" return header"
]
},
{
"cell_type": "markdown",
"id": "dc105512-8756-40b7-ba9b-3fffcd19a1f0",
"metadata": {},
"source": [
"Construct a header for the first image (its dependent on time)"
]
},
{
"cell_type": "code",
"execution_count": 31,
"id": "421bc618-4a79-41ef-be44-0f8b3ec04cf1",
"metadata": {},
"outputs": [],
"source": [
"fixed_header = construct_an_actual_header(image_data[0], times_images[0])"
]
},
{
"cell_type": "code",
"execution_count": 32,
"id": "1773c12e-45b8-4eae-8319-997f5e7ba877",
"metadata": {},
"outputs": [],
"source": [
"nrh_map = sunpy.map.Map(image_data[0], fixed_header)\n",
"# choose a nicer colortable\n",
"nrh_map.plot_settings[\"cmap\"] = \"viridis\""
]
},
{
"cell_type": "code",
"execution_count": 33,
"id": "739a51b0-11bb-498e-b59f-b7864e06510f",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(<matplotlib.patches.Circle at 0x135e0d450>, None)"
]
},
"execution_count": 33,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"nrh_map.plot()\n",
"nrh_map.draw_limb()"
]
},
{
"cell_type": "markdown",
"id": "70e88584-d900-4e5f-901b-bcc3b6e09aef",
"metadata": {},
"source": [
"Make a list of maps in a loop through the array:"
]
},
{
"cell_type": "code",
"execution_count": 34,
"id": "eb3e4cc0-a7ce-4907-93fe-01680b015c25",
"metadata": {},
"outputs": [],
"source": [
"list_of_maps = []\n",
"for i in range(len(times_images)):\n",
" fixed_header = construct_an_actual_header(image_data[i], times_images[i])\n",
" nrh_map = sunpy.map.Map(image_data[i], fixed_header)\n",
" nrh_map.plot_settings[\"cmap\"] = \"viridis\"\n",
" list_of_maps.append(nrh_map)\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "d434bfba-4717-4631-8f08-a611fc1e4570",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(<matplotlib.patches.Circle at 0x134e21310>, None)"
]
},
"execution_count": 14,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"list_of_maps[40].plot()\n",
"list_of_maps[40].draw_limb()"
]
},
{
"cell_type": "markdown",
"id": "d39823bd-5115-498e-8964-d0c6c02c3633",
"metadata": {},
"source": [
"## You can also do this like so, but less elegant, but might help understand how wcs is constructed"
]
},
{
"cell_type": "markdown",
"id": "05cb27fb-1dde-497f-93ed-66d65e2db23b",
"metadata": {},
"source": [
"You can also do this by manually creating a header yourself - but this is what the sunpy.map..make_fits_wcs does in a proper way\n",
"\n",
"ignore below - like just for reference"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "d4b91d55-643b-457b-a4e5-f353c793b0b5",
"metadata": {},
"outputs": [],
"source": [
"\n",
"header = fits.Header()\n",
"obstime = times_images[0]\n",
"header[\"DATE-OBS\"] = obstime.strftime(\"%Y-%m-%d %H:%M:%S.%f\")\n",
"header['CTYPE1'] = 'HPLN-TAN' # Helioprojective longitude\n",
"header['CTYPE2'] = 'HPLT-TAN' # Helioprojective latitude\n",
"header['CUNIT1'] = 'arcsec'\n",
"header['CUNIT2'] = 'arcsec'\n",
"header['CRVAL1'] = 0.0 # Assumed center in Helioprojective coords\n",
"header['CRVAL2'] = 0.0\n",
"header['CRPIX1'] = messed_up_header['CRPIX1'] \n",
"header['CRPIX2'] = messed_up_header['CRPIX1'] \n",
"header['CDELT1'] = nrh_pixarcsec(obstime, messed_up_header['SOLAR_R']).value \n",
"header['CDELT2'] = nrh_pixarcsec(obstime, messed_up_header['SOLAR_R']).value"
]
},
{
"cell_type": "code",
"execution_count": 16,
"id": "1188fa0e-fce0-4dda-a537-c567f6e122a8",
"metadata": {},
"outputs": [],
"source": [
"test_nrh = sunpy.map.Map(image_data[0], header)"
]
},
{
"cell_type": "code",
"execution_count": 17,
"id": "be2b53c4-398b-4f8c-a7ba-83d4ff8f5e1c",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"INFO: Missing metadata for solar radius: assuming the standard radius of the photosphere. [sunpy.map.mapbase]\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: SunpyMetadataWarning: Missing metadata for observer: assuming Earth-based observer.\n",
"For frame 'heliographic_stonyhurst' the following metadata is missing: hgln_obs,hglt_obs,dsun_obs\n",
"For frame 'heliographic_carrington' the following metadata is missing: crln_obs,crlt_obs,dsun_obs\n",
" [sunpy.map.mapbase]\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x134d59f90>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"test_nrh.plot()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "4feb0138-33d5-47dd-92ff-2b24095fbb62",
"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": "3.13.1"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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