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@mwcraig
Created October 30, 2019 02:41
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib inline\n",
"from matplotlib import pyplot as plt\n",
"\n",
"import numpy as np\n",
"\n",
"from astropy.nddata import CCDData\n",
"from astropy import units as u\n",
"from astropy.coordinates import SkyCoord"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"I've noticed that astrometry.net does not reset the `CRPIX` (i.e. reference pixel) if a WCS already exists in an image. Instead, it sets (or maybe leaves?) the `CRPIX` at `(0, 0)`, one of the corners of the image, rather than in the center. This despite an option used in running astrometry.net that should have set the reference pixel to the center.\n",
"\n",
"Trying to get a handle on whether that matters by looking at two version of the same image and comparing the RA/Dec coordinates of a set of random pixels in image.\n",
"\n",
"The two images below are identical. In the first, the WCS reference pixel is at the center because astrometry.net was told to ignore the existing WCS. \n",
"\n",
"In the second, astrometry.net was not told to ignore the existing WCS; instead of calculating a new one it tries to verify the existing WCS and sets the reference pixel to `(0,0)`."
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: FITSFixedWarning: RADECSYS= 'FK5 ' / Equatorial coordinate system \n",
"the RADECSYS keyword is deprecated, use RADESYSa. [astropy.wcs.wcs]\n"
]
}
],
"source": [
"ccd_cen = CCDData.read('TIC_83210867.01-S001-R089-C001-rp.ignore_old', format='fits')\n",
"ccd_corn = CCDData.read('TIC_83210867.01-S001-R089-C001-rp.new', format='fits')"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's generate some random pixel coordinates."
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"x = np.random.randint(ccd_cen.shape[1], size=3000)\n",
"y = np.random.randint(ccd_cen.shape[0], size=3000)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next, convert those to RA/Dec."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"ra_e, dec_e = ccd_cen.wcs.all_pix2world(x, y, 0)\n",
"ra_o, dec_o = ccd_corn.wcs.all_pix2world(x, y, 0)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The plots below are showing the difference in RA for each pixel and the difference in Dec for each pixel, plotted as a function of two different things. In the top row the horizontal axis is an angle (either RA or Dec) and in the bottom row the horizontal axis is a pixel coordinate (either x or y). The alignment of the sensor in the camera is such that the N-S direction (in which the Dec changes) is roughly the x axis and the E-W direction (in whihc the RA changes) is roughly the y-axis."
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 1080x1080 with 4 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, axes = plt.subplots(2, 2, figsize=(15, 15))\n",
"axes[0, 0].plot(ra_e, ((ra_e - ra_o) * u.deg).to('arcsec'), '.')\n",
"axes[0, 0].set_xlabel('RA, center-based (deg)')\n",
"axes[0, 0].set_ylabel('$\\Delta$RA (arcsec)')\n",
"\n",
"axes[1, 0].plot(x, ((ra_e - ra_o) * u.deg).to('arcsec'), '.')\n",
"axes[1, 0].set_xlabel('x pixel coords')\n",
"axes[1, 0].set_ylabel('$\\Delta$RA (arcsec)')\n",
"\n",
"axes[0, 1].plot(dec_e, ((dec_e - dec_o) * u.deg).to('arcsec'), '.')\n",
"axes[0, 1].set_xlabel('Dec, center-based (deg)')\n",
"axes[0, 1].set_ylabel('$\\Delta$Dec (arcsec)')\n",
"\n",
"axes[1, 1].plot(y, ((dec_e - dec_o) * u.deg).to('arcsec'), '.')\n",
"axes[1, 1].set_xlabel('y pixel')\n",
"axes[1, 1].set_ylabel('$\\Delta$Dec (arcsec)')\n",
"\n",
"\n",
"\n",
"for ax in axes:\n",
" for a in ax:\n",
" a.grid()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Comments:\n",
"\n",
"+ In all plots the difference in coordinate seems pretty big: 2-6 arcseconds. Since each pixel is about 0.6 arcsec, that means the coordinates of a star calculated using each of the two WCS might differ by 10 pixels, which is huge.\n",
"+ Note also the pleasing parabolic shape of each of the difference graphs. I think this is significant: the WCS that astrometry.net fits includes attempts to account for distortion in the image. Essentially, it does that by fitting...wait for it...a parabola in x and y. \n",
"\n",
"Based on that my current hunch is that astrometry.net is calculating the distortion as though the reference pixel is really the center but is not setting that keyword properly in the fits header.\n",
"\n",
"Before we test that idea, let's tryin plotting the separation between the RA/Dec points in each WCS as a function of distance from the chip corner."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [],
"source": [
"sky_e = SkyCoord(ra_e, dec_e, unit=u.deg)\n",
"sky_o = SkyCoord(ra_o, dec_o, unit=u.deg)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"sep = sky_e.separation(sky_o).arcsec\n",
"dist_from_corner = np.sqrt(x**2 + y**2)\n",
"\n",
"# Calculate the distance of the middle of the chip from the corner\n",
"middle = np.sqrt(((np.array(ccd_cen.shape)/2)**2).sum())"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10, 10))\n",
"plt.plot(dist_from_corner, sep, '.', alpha=0.1, label='pixel')\n",
"plt.xlabel(\"Distance of pixel from corner\")\n",
"plt.ylabel(\"Angular separation between center-based and corner-based WCS (arcsec)\")\n",
"plt.axvline(middle, label='Center pixel')\n",
"plt.legend()\n",
"plt.grid()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This does not look so quadratic, but the difference seems to go away at the the center"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"OK, time test test the idea that the reference pixel really was the center but that the incorrect reference pixel was saved in the fits file. \n",
"\n",
"First, a bit more background about WCS. A WCS is really just a matrix; to go from a particular pixel to its corresponding RA/Dec you do roughly these steps:\n",
"\n",
"+ Subtract the reference pixel coordinate from the input pixel coordinate, i.e. move the origin to the reference pixel. In the printout of WCS below, the reference pixel location is called `CRPIX`.\n",
"+ Multiply by the WCS matrix, which in the WCS below are called `PC1_1`, `PC1_2`, etc. First number i st row of the matrix, second is the column.\n",
"+ Add the RA/Dec coordinate of the center pixel. This is called `CRVAL` below.\n",
"\n",
"Somewhere in here the distortion parameters are also applied (those are not listed below but are the `SIP` in the `CTYPE`).\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The WCS for the center-based WCS is below."
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/mattcraig/miniconda3/envs/ast366/lib/python3.7/site-packages/astropy/wcs/wcs.py:2737: RuntimeWarning: cdelt will be ignored since cd is present\n",
" description.append(s.format(*self.wcs.cdelt))\n"
]
},
{
"data": {
"text/plain": [
"WCS Keywords\n",
"\n",
"Number of WCS axes: 2\n",
"CTYPE : 'RA---TAN-SIP' 'DEC--TAN-SIP' \n",
"CRVAL : 297.458936605 34.8299548866 \n",
"CRPIX : 2055.0 2048.5 \n",
"PC1_1 PC1_2 : 0.000152111309226 -3.61019414653e-05 \n",
"PC2_1 PC2_2 : 3.61813923179e-05 0.000152126800674 \n",
"CDELT : 1.0 1.0 \n",
"NAXIS : 4109 4096"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ccd_cen.wcs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The WCS for the corner-based WCS is below."
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"WCS Keywords\n",
"\n",
"Number of WCS axes: 2\n",
"CTYPE : 'RA---TAN-SIP' 'DEC--TAN-SIP' \n",
"CRVAL : 297.168336167 34.4444396512 \n",
"CRPIX : 0.0 0.0 \n",
"PC1_1 PC1_2 : 0.000152111309226 -3.61019414653e-05 \n",
"PC2_1 PC2_2 : 3.61813923179e-05 0.000152126800674 \n",
"CDELT : 1.0 1.0 \n",
"NAXIS : 4109 4096"
]
},
"execution_count": 10,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ccd_corn.wcs"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"So far, so good, excet for that warning, which probably doesn't matter because `CDELT` is 1 here anyway.\n",
"\n",
"The `CRPIX` for the two images is different, but so is the `CRVAL`. The difference in `CRVAL` looks roughly correct for given that the `CRPIX` differ by a couple thousand pixels in each direction."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Next, let's make a new WCS by copying the image that is corner-based (i.e. has `CRPIX=(0,0)` above) and manually setting its `CRPIX` to the actual center of the image."
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"ccd_recen = ccd_corn.copy()\n",
"ccd_recen.wcs.wcs.crpix = list(ccd_cen.wcs.wcs.crpix)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"And print out that new WCS:"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"WCS Keywords\n",
"\n",
"Number of WCS axes: 2\n",
"CTYPE : 'RA---TAN-SIP' 'DEC--TAN-SIP' \n",
"CRVAL : 297.168336167 34.4444396512 \n",
"CRPIX : 2055.0 2048.5 \n",
"PC1_1 PC1_2 : 0.000152111309226 -3.61019414653e-05 \n",
"PC2_1 PC2_2 : 3.61813923179e-05 0.000152126800674 \n",
"CDELT : 1.0 1.0 \n",
"NAXIS : 4109 4096"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ccd_recen.wcs"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"ra_r, dec_r = ccd_recen.wcs.all_pix2world(x, y, 0)"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"sky_r = SkyCoord(ra_r, dec_r, unit=u.deg)\n",
"sep_re = sky_e.separation(sky_r)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Let's take a peek at the separation between the RA/Dec coordinates of this new WCS and the center-based one."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10, 10))\n",
"plt.plot(dist_from_corner, sep_re, '.', alpha=0.1, label='pixel')\n",
"plt.title('Re-centered WCS vs Center-based WCS')\n",
"plt.xlabel(\"Distance of pixel from corner\")\n",
"plt.ylabel(\"Angular separation between center-based and corner-based WCS (arcsec)\")\n",
"plt.axvline(middle, label='Center pixel')\n",
"plt.legend()\n",
"plt.grid()\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"While there is still a difference, it almost constant across all of the pixels; the range from largest to smallest difference is roughly 0.0025 arcsec, far less than a pixel!\n",
"\n",
"It is odd that there is almost half an arcsec of offset across the whole chip, though."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"That may be because when we updated the `CRPIX` (i.e. reference pixel coordinate) we did not also change the `CRVAL` (i.e. the RA/Dec coordinates of the reference pixel).\n",
"\n",
"Let's make a re-recenter WCS that changes the `CRVAL`."
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {},
"outputs": [],
"source": [
"ccd_rerecen = ccd_recen.copy()\n",
"# Update the CRVAL of this re-recenter with the CRVAL from the center-based WCS\n",
"ccd_rerecen.wcs.wcs.crval = list(ccd_cen.wcs.wcs.crval)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This new WCS is:"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/mattcraig/miniconda3/envs/ast366/lib/python3.7/site-packages/astropy/wcs/wcs.py:2737: RuntimeWarning: cdelt will be ignored since cd is present\n",
" description.append(s.format(*self.wcs.cdelt))\n"
]
},
{
"data": {
"text/plain": [
"WCS Keywords\n",
"\n",
"Number of WCS axes: 2\n",
"CTYPE : 'RA---TAN-SIP' 'DEC--TAN-SIP' \n",
"CRVAL : 297.458936605 34.8299548866 \n",
"CRPIX : 2055.0 2048.5 \n",
"PC1_1 PC1_2 : 0.000152111309226 -3.61019414653e-05 \n",
"PC2_1 PC2_2 : 3.61813923179e-05 0.000152126800674 \n",
"CDELT : 1.0 1.0 \n",
"NAXIS : 4109 4096"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"ccd_rerecen.wcs"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [],
"source": [
"ra_rr, dec_rr = ccd_rerecen.wcs.all_pix2world(x, y, 0)\n",
"sky_rr = SkyCoord(ra_rr, dec_rr, unit=u.deg)\n",
"sep_rre = sky_e.separation(sky_rr)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Time for another plot of the separation between the RA/Dec according to re-re-centered and the RA/Dec according to actually centered. 🤞"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x720 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=(10, 10))\n",
"plt.plot(dist_from_corner, sep_rre, '.', alpha=0.1, label='pixel')\n",
"plt.title('Re-re-centered WCS vs Center-based WCS')\n",
"plt.xlabel(\"Distance of pixel from corner\")\n",
"plt.ylabel(\"Angular separation between center-based and re-re-centered-corner-based WCS (arcsec)\")\n",
"plt.axvline(middle, label='Center pixel')\n",
"plt.legend()\n",
"plt.grid()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"🎉that is essentially zero difference 🎉"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"💩there is either a bug in astrometry.net, in our header processing software, or both 💩"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There are hacky fixes available here: \n",
"\n",
"+ any images in which the CRPIX is currently `0, 0` can have astrometry re-done on them, or maybe they can have their `CRPIX` and `CRVAL` reset. The latter option sounds...unlikely to succeed.\n",
"+ the current processing can be revised to use the RA/Dec from the image if it is present but otherwise ignore the WCS.\n",
"\n",
"\n",
"The Right Thing To Do would be to also figure out if this is really a astrometry.net bug and report it if it is.\n",
"\n",
"I'm inclined to do the hacky thing so we can continue to make science progress but also further investigate the bug."
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"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": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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JuanCab commented Oct 30, 2019

While implementing the hacks thing is probably necessary, I would strongly suggest reporting this to astrometry.net. At a minimum, it (astrometry.net) doesn't see to be doing what it is supposed to be doing.

Does our software default to ignoring the existing WCS or does it default to checking it? Do we have any way of knowing which coordinates are the correct ones?

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