Created
March 5, 2024 03:31
-
-
Save wtbarnes/1c27b592e195011a47c01415f89152d9 to your computer and use it in GitHub Desktop.
Notebook showing how to use `astropy.coordinates` to compute intersections between LOS vectors and a simulation domain.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "b4ca2091-da69-451b-acd7-4e21bf89eae6", | |
"metadata": {}, | |
"source": [ | |
"# Understanding Observer Orientation Relative to a Simulated Volume with `astropy.coordinates`\n", | |
"\n", | |
"This notebook demonstrates how to use the `astropy.coordinates` framework, combined with the solar coordinate frameworks provided by SunPy, to find the intersection of a set of lines of sight defined by an observer position with a simulated volume represented by a Cartesian box." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"id": "4fa0ea52-a8d4-4b70-b8dc-797d1afd8234", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import itertools\n", | |
"\n", | |
"import astropy.units as u\n", | |
"import astropy.time\n", | |
"import numpy as np\n", | |
"import matplotlib.pyplot as plt\n", | |
"import sunpy.map\n", | |
"import sunpy.sun.constants\n", | |
"\n", | |
"from astropy.coordinates import SkyCoord\n", | |
"from sunpy.coordinates import Heliocentric, Helioprojective" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "be0fdfb4-134a-4a9a-9e14-c3fd69d6a8ff", | |
"metadata": {}, | |
"source": [ | |
"## Building the Coordinate Frames" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "b389a347-27e5-41a7-8957-8a9498314de6", | |
"metadata": {}, | |
"source": [ | |
"First, we need to define the orientation of our box and the corresponding coordinate frame. We do this by specifying a coordinate in the Heliographic Stonyhurst frame (HGS) and then using that coordinate to define the coordinate frame of the simulation box in a Heliocentric Cartesian (HCC) frame. For more information on all of these frames, see [Thompson (2006)](https://ui.adsabs.harvard.edu/abs/2006A%26A...449..791T/abstract)." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"id": "939f017a-3f2d-4382-8b36-793ad4dfd9f4", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"hcc_orientation = SkyCoord(lon=0*u.deg, lat=20*u.deg,\n", | |
" radius=sunpy.sun.constants.radius,\n", | |
" frame='heliographic_stonyhurst')\n", | |
"date = astropy.time.Time('2020-01-01')\n", | |
"frame_hcc = Heliocentric(observer=hcc_orientation, obstime=date)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "44d3e8bd-7783-4917-b945-ac9e5d090ae3", | |
"metadata": {}, | |
"source": [ | |
"Next, we need to define a coordinate frame for our synthetic spacecraft. This could be something like SDO or *Solar Orbiter*, but in this case we'll just choose an *interesting* orientation at 1 AU. As before, we first need to define the observer position in HGS which we will then use to define the Helioprojective frame of our observer." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"id": "7092c594-a269-48a8-87fe-8e2a3a4f696c", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"observer = SkyCoord(lon=45*u.deg, lat=10*u.deg, radius=1*u.AU, frame='heliographic_stonyhurst')\n", | |
"frame_hpc = Helioprojective(observer=observer, obstime=date)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "393c9140-4fd4-4d79-8967-5f6ea1aa0022", | |
"metadata": {}, | |
"source": [ | |
"## Lines of Sight from the Synthetic Observer" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "c1b6f64f-1330-4712-b66f-4a953115b9ab", | |
"metadata": {}, | |
"source": [ | |
"Using our coordinate frame for synthetic observer, we can then create an empty map that represents our fake observation." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"id": "a9e11c01-eb49-4e4b-9f51-c1bc045cd528", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def make_fake_map(ref_coord):\n", | |
" instrument_data = np.nan * np.ones((50,50))\n", | |
" instrument_header = sunpy.map.make_fitswcs_header(instrument_data,\n", | |
" ref_coord,\n", | |
" scale=u.Quantity([10,10])*u.arcsec/u.pix)\n", | |
" return sunpy.map.Map(instrument_data, instrument_header)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "779aed55-cc35-4522-9d3f-d4dbd169d03d", | |
"metadata": {}, | |
"source": [ | |
"Note that we are using the center coordinate at the bottom boundary of our simulation box as the reference coordinate such that field-of-view of our synthetic simulation is centered on this point." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"id": "f4ce1d0a-01fd-42be-beff-f2dc1ede3e32", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"instrument_map = make_fake_map(hcc_orientation.transform_to(frame_hpc))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "9f82133c-e573-4a04-9180-80bbd909b9b6", | |
"metadata": {}, | |
"source": [ | |
"Now that we have our map representing our fake observation, we can get the coordinates, in pixel space, of the center of each pixel. These will be our lines of sight." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"id": "d7a0fd25-0a92-4269-b188-b017952973fa", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"map_indices = sunpy.map.all_pixel_indices_from_map(instrument_map).value.astype(int)\n", | |
"map_indices = map_indices.reshape((2,map_indices.shape[1]*map_indices.shape[2]))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "4ac7e1af-a955-4fc7-85a3-84f120b9b7ee", | |
"metadata": {}, | |
"source": [ | |
"We can then use the WCS of the map to find the associate world coordinate for each pixel coordinate. Note that by default, the \"z\" or *distance* coordinate in the HPC frame is assumed to lie on the solar surface. As such, for each LOS, we will add a z coordinate that spans from 99% to 101% of the observer radius. This gives us a reasonable range of distances that will intersect our simulation box." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"id": "3f5e8c9a-adc7-4493-bde2-2b679a9ae264", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"lines_of_sight = []\n", | |
"distance = np.linspace(0.99, 1.01, 10000)*observer.radius\n", | |
"for indices in map_indices.T:\n", | |
" coord = instrument_map.wcs.pixel_to_world(*indices)\n", | |
" lines_of_sight.append(SkyCoord(Tx=coord.Tx, Ty=coord.Ty, distance=distance, frame=coord.frame))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "3c404a11-a7f8-41ac-b99f-05813de17e19", | |
"metadata": {}, | |
"source": [ | |
"We can do a simple visualization of all of our LOS on top of our synthetic map" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 8, | |
"id": "c8bff8b6-7cf8-4615-a5e0-67d09ee05973", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": "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", | |
"text/plain": [ | |
"<Figure size 640x480 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig = plt.figure()\n", | |
"ax = fig.add_subplot(projection=instrument_map)\n", | |
"instrument_map.plot(axes=ax)\n", | |
"instrument_map.draw_grid(axes=ax, color='k')\n", | |
"for los in lines_of_sight:\n", | |
" ax.plot_coord(los[0], color='C0', marker='.', ls='', markersize=1,)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "1ed30dcd-6142-4f20-abe0-edd64aee7bc6", | |
"metadata": {}, | |
"source": [ | |
"## Defining the Simulation Box" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "e7a3c231-dc73-4766-b3f0-3574cea7dd6a", | |
"metadata": {}, | |
"source": [ | |
"The next step is to define our simulation box. We'll choose somewhat arbitrary dimensions for our box and then compute the offsets of each of the corners from the center of the box." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 9, | |
"id": "95a9a19c-80a8-4bda-a55f-a7131951297d", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"box_dimensions = u.Quantity([100,100,200])*u.Mm\n", | |
"corners = list(itertools.product(box_dimensions[0]/2*[-1,1],\n", | |
" box_dimensions[1]/2*[-1,1],\n", | |
" box_dimensions[2]/2*[-1,1]))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "ed3b4d70-3534-490d-969a-feed86399e52", | |
"metadata": {}, | |
"source": [ | |
"We then define the edges of the box by considering all possible combinations of two corners and keeping only those combinations who vary along a single dimension." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 10, | |
"id": "b6243bd2-a7cf-4971-8013-48fb8950f69c", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"edges = []\n", | |
"for possible_edges in itertools.combinations(corners,2):\n", | |
" diff_edges = u.Quantity(possible_edges[0])-u.Quantity(possible_edges[1])\n", | |
" if np.count_nonzero(diff_edges) == 1:\n", | |
" edges.append(possible_edges)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "8b144542-971a-4b2c-9c8d-af6cbc84527d", | |
"metadata": {}, | |
"source": [ | |
"Finally, we can define the edge coordinates of the box by first creating a coordinate to represent the origin. This is easily computed from our point that defined the orientation since this is the point at which the box is tangent to the solar surface." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 11, | |
"id": "c85c5dc2-5a8a-4dd1-90e0-489d0397cfb2", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"box_origin = hcc_orientation.transform_to(frame_hcc)\n", | |
"box_origin = SkyCoord(x=box_origin.x,\n", | |
" y=box_origin.y,\n", | |
" z=box_origin.z+box_dimensions[2]/2,\n", | |
" frame=box_origin.frame)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "8dbd526a-4a5e-4a59-83fe-7a78d0070e80", | |
"metadata": {}, | |
"source": [ | |
"Using that origin, we can compute the coordinates of all edges." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 12, | |
"id": "a85ba982-7013-44c2-936f-8c43cdd07700", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"edge_coords = []\n", | |
"for edge in edges:\n", | |
" edge_coords.append(SkyCoord(x=box_origin.x+u.Quantity([edge[0][0],edge[1][0]]),\n", | |
" y=box_origin.y+u.Quantity([edge[0][1],edge[1][1]]),\n", | |
" z=box_origin.z+u.Quantity([edge[0][2],edge[1][2]]),\n", | |
" frame=box_origin.frame))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "59a16bde-0db3-4a5c-a7a4-5098c2f54cc7", | |
"metadata": {}, | |
"source": [ | |
"Let's overlay the simulation box on top of our fake map we created earlier to see if things look right." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 13, | |
"id": "1c5eec8c-d1f2-4cb9-8ce5-85dc615ab27e", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[<matplotlib.lines.Line2D at 0x167e6be90>]" | |
] | |
}, | |
"execution_count": 13, | |
"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": [ | |
"fig = plt.figure()\n", | |
"ax = fig.add_subplot(projection=instrument_map)\n", | |
"instrument_map.plot(axes=ax)\n", | |
"instrument_map.draw_grid(axes=ax, color='k')\n", | |
"for edge in edge_coords:\n", | |
" ax.plot_coord(edge, color='k', ls='-', marker='')\n", | |
"ax.plot_coord(box_origin, color='r', marker='x')\n", | |
"ax.plot_coord(hcc_orientation, color='b', marker='x')" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "838194e9-0e44-4038-8cb7-688cf1c31516", | |
"metadata": {}, | |
"source": [ | |
"## Visualizing the Simulation Box from the Synthetic Observer" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "0ad47c56-19f8-4719-aadc-6ec633be9fa5", | |
"metadata": {}, | |
"source": [ | |
"Let's combine all of these pieces by plotting the lines of sight and the simulation box on a single plot. We'll also overlay the pixel grid of our fake image. Note that even though our box coordinates and LOS coordinates are in different coordinate frames, they are all automatically converted to the projected frame of our synthetic observer when plotting if we use the `plot_coord` command." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 14, | |
"id": "14405067-e0af-4483-adbb-231d10bf2885", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"<matplotlib.legend.Legend at 0x165fda210>" | |
] | |
}, | |
"execution_count": 14, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { | |
"image/png": "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", | |
"text/plain": [ | |
"<Figure size 1000x1000 with 1 Axes>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"fig = plt.figure(figsize=(10,10))\n", | |
"ax = fig.add_subplot(projection=instrument_map)\n", | |
"instrument_map.plot(axes=ax)\n", | |
"instrument_map.draw_grid(axes=ax,grid_spacing=5*u.deg, color='k')\n", | |
"ax.set_xlim(-20,70)\n", | |
"ax.set_ylim(-20,70)\n", | |
"\n", | |
"ax.plot_coord(box_origin, marker='x', color='r', ls='', label='Simulation Box Center')\n", | |
"ax.plot_coord(hcc_orientation, color='b', marker='x', ls='', label='Simulation Box Bottom')\n", | |
"for i,edge in enumerate(edge_coords):\n", | |
" ax.plot_coord(edge, color='k', ls='-', label='Simulation Box' if i==0 else None)\n", | |
"for i,los in enumerate(lines_of_sight):\n", | |
" ax.plot_coord(los[0], color='C0', marker='.', label='LOS' if i==0 else None, markersize=1)\n", | |
"# This plots the pixel grid\n", | |
"xpix_edges = np.array(range(int(instrument_map.dimensions.x.value)+1))-0.5\n", | |
"ypix_edges = np.array(range(int(instrument_map.dimensions.y.value)+1))-0.5\n", | |
"ax.vlines(x=xpix_edges,\n", | |
" ymin=ypix_edges[0],\n", | |
" ymax=ypix_edges[-1],\n", | |
" color='k', ls='--', lw=.5, label='pixel grid')\n", | |
"ax.hlines(y=ypix_edges,\n", | |
" xmin=xpix_edges[0],\n", | |
" xmax=xpix_edges[-1],\n", | |
" color='k', ls='--', lw=.5,)\n", | |
"ax.legend(loc=2, frameon=False)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "f1c2e4b9-b94d-4721-accc-b0522496f80d", | |
"metadata": {}, | |
"source": [ | |
"## Where do the LOS Coordinates Intersect the Box?" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "9cae304b-8ddc-4ed4-8cdc-17013601dcad", | |
"metadata": {}, | |
"source": [ | |
"Finally, we have all of the pieces of information we need to understand whether a given LOS intersects the simulation box. First, we define a function that takes in the edge coordinates of our box and a LOS coordinate and returns to us a boolean mask of where that LOS coordinate falls in the box." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 15, | |
"id": "82e7b8cf-e534-4a77-b5d5-7a2c95cdc00d", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def is_coord_in_box(box_edges, coord):\n", | |
" box_edges = SkyCoord(box_edges)\n", | |
" coord_hcc = coord.transform_to(box_edges.frame)\n", | |
" in_x = np.logical_and(coord_hcc.x<box_edges.x.max(), coord_hcc.x>box_edges.x.min())\n", | |
" in_y = np.logical_and(coord_hcc.y<box_edges.y.max(), coord_hcc.y>box_edges.y.min())\n", | |
" in_z = np.logical_and(coord_hcc.z<box_edges.z.max(), coord_hcc.z>box_edges.z.min())\n", | |
" return np.all([in_x, in_y, in_z], axis=0)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "03ba9712-4a17-4f40-880a-06e62972cfd8", | |
"metadata": {}, | |
"source": [ | |
"Next we define another map, using a different orientation from our observer, so we can look at the intersection of the box and the many LOS from a different viewing angle. " | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 16, | |
"id": "93115de9-cde4-442f-8d7e-a684cf7c2b4d", | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"new_obs = SkyCoord(lon=25*u.deg, lat=0*u.deg, radius=1*u.AU, frame='heliographic_stonyhurst')\n", | |
"earth_map = make_fake_map(\n", | |
" hcc_orientation.transform_to(Helioprojective(observer=new_obs, obstime=date))\n", | |
")" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"id": "5219882a-2e31-48a0-8b13-34d77b93a53b", | |
"metadata": {}, | |
"source": [ | |
"Finally, we'll create another visualization that combines the simulation box with the lines of sight and additional highlighting that shows *where* the LOS intersect the box." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 18, | |
"id": "dd64789d-e55f-46a1-8548-72f4c8824a28", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"text/plain": [ | |
"[<matplotlib.lines.Line2D at 0x177e81ad0>]" | |
] | |
}, | |
"execution_count": 18, | |
"metadata": {}, | |
"output_type": "execute_result" | |
}, | |
{ | |
"data": { |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment