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@mrtommyb
Last active May 22, 2024 13:55
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "b3d79620-17db-43df-b576-136343cd97c0",
"metadata": {},
"outputs": [],
"source": [
"from glob import glob\n",
"\n",
"import fitsio\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from astropy.io import fits\n",
"from astropy.stats import sigma_clipped_stats\n",
"import tqdm"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "4c8ece1b-5f93-4099-acd3-6d41583f2cbb",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['2023_12_15_15:31:12_d0080x0400x2500_e01_i01_g01_d00_r2500.fits',\n",
" '2023_12_19_18:04:54_d0080x0400x2950_e01_i01_g01_d00_r2950.fits',\n",
" '2023_12_19_18:23:24_d0080x0400x2950_e01_i01_g01_d00_r2950.fits',\n",
" '2023_12_19_18:41:53_d0080x0400x2950_e01_i01_g01_d00_r2950.fits',\n",
" '2023_12_19_22:19:17_d0080x0400x2950_e01_i01_g01_d00_r2950.fits',\n",
" '2023_12_19_22:37:43_d0080x0400x2950_e01_i01_g01_d00_r2950.fits']"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# file with 80x400 subarray\n",
"fnames = np.sort(\n",
" glob(\"data/*d0080x0400*.fits\")\n",
")\n",
"[fname.split(\"/\")[-1] for fname in fnames]"
]
},
{
"cell_type": "markdown",
"id": "5d11976c-faeb-4e45-ba11-e54c33b2a07a",
"metadata": {},
"source": [
"##### Data taken at 224 K\n",
"'2023_12_15_15:31:12_d0080x0400x2500_e01_i01_g01_d00_r2500.fits',\n",
"\n",
"##### Data taken at 243 K\n",
"'2023_12_19_18:04:54_d0080x0400x2950_e01_i01_g01_d00_r2950.fits', \n",
"'2023_12_19_18:23:24_d0080x0400x2950_e01_i01_g01_d00_r2950.fits', \n",
"'2023_12_19_18:41:53_d0080x0400x2950_e01_i01_g01_d00_r2950.fits', \n",
"'2023_12_19_22:19:17_d0080x0400x2950_e01_i01_g01_d00_r2950.fits', \n",
"'2023_12_19_22:37:43_d0080x0400x2950_e01_i01_g01_d00_r2950.fits'"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "da6c9b32-c9f9-4e11-9a71-e7d524602794",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(22945.914, 22966.0, 1398.2606)\n",
"(22952.668, 22976.0, 1397.6873)\n",
"(23013.412, 23036.0, 1396.0988)\n",
"(22952.172, 22974.0, 1394.8529)\n",
"(23038.346, 23060.0, 1394.0555)\n"
]
},
{
"data": {
"text/plain": [
"(23080.0, 23002.0, 185.41754681439042)"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# compare these data - do they have similar medians?\n",
"\n",
"for fn in fnames[1:]:\n",
" data = fitsio.FITS(fn)[1][:, :, :].astype(np.float32)\n",
" print(sigma_clipped_stats(data[0]))\n",
"\n",
"sigma_clipped_stats([23487.0, 22963.0, 22971.0, 23033.0, 22969.0, 23057.0])"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "022598fb-47d6-4c34-97b9-faaeed859452",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(2500, 400, 80)\n"
]
}
],
"source": [
"# open one of the files. This one was has dimentions of 2500 frames, and 400x80 pix image\n",
"\n",
"data = fitsio.FITS(fnames[0])[1][:, :, :].astype(np.float32) # convert to float\n",
"print(data.shape)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "7692259e-0d8e-4fb4-babf-0560c959079e",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.image.AxesImage at 0x1309c6570>"
]
},
"execution_count": 7,
"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": [
"# lets flag the saturated and/or bad pixels\n",
"\n",
"\n",
"# data = data[:1000]\n",
"\n",
"goodpix = np.where(data[-1] > 60000, False, True)\n",
"goodpix *= np.where(data[-1] < 1000, False, True)\n",
"goodpix[:, :4] = True\n",
"\n",
"plt.imshow(goodpix)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "b5ef31c3-cce3-4a1a-a16a-3463f06d4b44",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"2500 100\n"
]
}
],
"source": [
"# we collected the data with one long ramp - but fake having lots of shorter integrations\n",
"# break up data into 24 read chunks + 1 reset = 25\n",
"# the idea is to simulate what Pandora might see in flight.\n",
"\n",
"samples_in_ramp = 25\n",
"\n",
"# we took the data as a single 2500 frame ramp. But its probably ok to fake this being 100x 25 frame ramps.\n",
"dataset = np.zeros([data.shape[0]//samples_in_ramp, \n",
" samples_in_ramp-1, # no data in the last one for the reset\n",
" data.shape[1], data.shape[2]])\n",
"\n",
"for i in range(0,data.shape[0], samples_in_ramp):\n",
" dataset[i//samples_in_ramp] = data[i:i+samples_in_ramp-1]\n",
"\n",
"print(data.shape[0], dataset.shape[0])"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "2a88491c-4cda-47a1-9bb7-2baeb2222d9f",
"metadata": {},
"outputs": [],
"source": [
"# here we do fowler sampling, then subtract reference pixels\n",
"# if we set fowler_number = 1 then we are just doing CDS\n",
"\n",
"ref_pix_fix = np.zeros([data.shape[0]//samples_in_ramp, data.shape[1], data.shape[2]])\n",
"fowler_number = 1 # we are baselining Fowler_4 in flight, but estimating noise is easier with Fowler_1\n",
"\n",
"for i in range(dataset.shape[0]):\n",
" fowler = (np.sum(dataset[i, samples_in_ramp-1-fowler_number:samples_in_ramp-1], axis=0) - \n",
" np.sum(dataset[i, 0:fowler_number], axis=0)) / fowler_number\n",
" ref_pix_fix[i] = np.subtract(fowler.T, np.mean(fowler[:, 0:4], axis=1), ).T\n"
]
},
{
"cell_type": "code",
"execution_count": 18,
"id": "ec02f9b7-2071-4c6a-8180-cc7473e826d3",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# let's look at the distribution in e-/ramp of 24 frames\n",
"# cutting out the reference pixels\n",
"plt.hist(ref_pix_fix[:,:,4:].flatten(), bins=np.arange(0,1000));"
]
},
{
"cell_type": "code",
"execution_count": 19,
"id": "8713c381-9414-4b81-8151-afceca46720a",
"metadata": {},
"outputs": [],
"source": [
"# calculate the noise by looking at the scatter on the flux on each pixel.\n",
"# we are just going through every pixel and calculating standard deviation\n",
"noise = np.array([])\n",
"for i in range(400):\n",
" for j in range(4,80):\n",
" # this is measuring the standard deviation in each pixel over the 100 integrations\n",
" # if goodpix[i, j]:\n",
" if True:\n",
" noise = np.r_[noise, sigma_clipped_stats(ref_pix_fix[:,i, j])[2]]\n",
"\n",
"# this is the total noise on an integration"
]
},
{
"cell_type": "code",
"execution_count": 36,
"id": "da1ca5ad-6cc4-4272-96e7-5b5b8717d2b4",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/2454634128.py:1: RuntimeWarning: invalid value encountered in sqrt\n",
" plt.plot(np.ravel(ref_pix_fix[-1, :, 4:])**0.5, noise, '.', ms=1, alpha=0.4)\n"
]
},
{
"data": {
"text/plain": [
"Text(0, 0.5, 'total noise')"
]
},
"execution_count": 36,
"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": [
"plt.plot(np.ravel(ref_pix_fix[-1, :, 4:])**0.5, noise, '.', ms=1, alpha=0.4)\n",
"# plt.xscale(\"log\")\n",
"# plt.yscale(\"log\")\n",
"\n",
"plt.ylim(15,30)\n",
"plt.xlim(10,20)\n",
"\n",
"plt.xlabel(\"sqrt(signal)\")\n",
"plt.ylabel(\"total noise\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "80c8fa3f-798f-47eb-8342-e615d870b0d8",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 37,
"id": "1485c193-aee2-49b7-a0da-3ba5f7b47bd5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(21.269396270473866, 21.1910150476564, 2.020918109145995)\n"
]
}
],
"source": [
"# this is the total noise on 24 frames.\n",
"# this includes shot noise and read noise (and other noise probably)\n",
"print(sigma_clipped_stats(noise))\n"
]
},
{
"cell_type": "code",
"execution_count": 38,
"id": "926f64b8-70ed-4a58-ac8e-f07acfa651ad",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x176d199a0>"
]
},
"execution_count": 38,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(np.reshape(noise, [400,76]), vmin=15, vmax=30)\n",
"plt.colorbar()\n",
"\n",
"# see fairly obvious flux dependent noise here, because the flux is higher on the left size\n",
"# this noise has a large component that is shot noise"
]
},
{
"cell_type": "code",
"execution_count": 41,
"id": "c1f44f3c-a9e7-44e1-8cc5-71a60752dda8",
"metadata": {
"scrolled": true
},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x36ff197c0>"
]
},
"execution_count": 41,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# We see in the plot above that noise is higher at the left side, as shown below, this is where there\n",
"# is the most counts, so this is what you expect if the noise is scaling with shot noise\n",
"plt.figure()\n",
"plt.imshow(np.sum(ref_pix_fix[:, :, 4:], axis=0))\n",
"plt.colorbar()\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "a1e90194-b9cb-4310-a3ae-f3b9837b4b27",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 43,
"id": "d0932ae1-b800-4590-94c8-9230c9d79424",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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cXKzx48df90EDAAD7xX1h75dZt26durq6tGzZMrW3tys/P1/79u1TSkqKW7N161YlJCRo3rx56urq0owZM7Rr1y6NGDHCrdm9e7dWrVrl3sVUUlKiysrKvh4uAACwlMcYYwZ7EP2ho6NDjuMoEolwfQzwN25f/8pgDyHGB5vmDvYQAAwh8Zy/+e0kAABgJUIMAACwEiEGAABYiRADAACsRIgBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWIkQAwAArESIAQAAViLEAAAAKxFiAACAlQgxAADASoQYAABgJUIMAACwEiEGAABYiRADAACsRIgBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWIkQAwAArESIAQAAViLEAAAAKxFiAACAlQgxAADASoQYAABgJUIMAACwUlwhZtu2bZo0aZJSU1OVmpqqYDCo1157ze03xmjjxo0KBAIaOXKkpk+frqNHj8bsIxqNauXKlRozZoySk5NVUlKikydPxtS0t7errKxMjuPIcRyVlZXpzJkz136UAABg2IkrxNxyyy3atGmTDh8+rMOHD+s73/mOvvvd77pBZfPmzdqyZYsqKyvV0NAgv9+vmTNnqrOz091HKBTSnj17VFVVpf379+vs2bMqLi7WhQsX3JrS0lI1NTWpurpa1dXVampqUllZWR8dMgAAGA48xhhzPTtIS0vTz372M/3oRz9SIBBQKBTSI488IumLVRefz6cnn3xSS5cuVSQS0dixY/X8889r/vz5kqSPP/5YmZmZevXVVzVr1iwdO3ZMEydOVH19vfLz8yVJ9fX1CgaDevfddzV+/Phejaujo0OO4ygSiSg1NfV6DhEYVm5f/8pgDyHGB5vmDvYQAAwh8Zy/E671Qy5cuKDf/e53OnfunILBoE6cOKFwOKyioiK3xuv1atq0aaqrq9PSpUvV2Nio8+fPx9QEAgHl5OSorq5Os2bN0oEDB+Q4jhtgJGnq1KlyHEd1dXV/N8REo1FFo9GYSQAw9PU2VBF2AFwu7gt7m5ub9ZWvfEVer1cPPfSQ9uzZo4kTJyocDkuSfD5fTL3P53P7wuGwkpKSNHr06KvWZGRk9PjcjIwMt+ZKKioq3GtoHMdRZmZmvIcGAAAsEneIGT9+vJqamlRfX68f//jHWrhwod555x233+PxxNQbY3q0Xe7ymivVf9l+NmzYoEgk4m4tLS29PSQAAGChuENMUlKSvv71r2vKlCmqqKjQ5MmT9Ytf/EJ+v1+SeqyWtLW1uaszfr9f3d3dam9vv2rNqVOnenzu6dOne6zy/C2v1+veNXVpAwAAw9d1PyfGGKNoNKqsrCz5/X7V1NS4fd3d3aqtrVVBQYEkKS8vT4mJiTE1ra2tOnLkiFsTDAYViUR06NAht+bgwYOKRCJuDQAAQFwX9v70pz/VnDlzlJmZqc7OTlVVVemNN95QdXW1PB6PQqGQysvLlZ2drezsbJWXl2vUqFEqLS2VJDmOo0WLFmnNmjVKT09XWlqa1q5dq9zcXBUWFkqSJkyYoNmzZ2vx4sXavn27JGnJkiUqLi7u9Z1JAABg+IsrxJw6dUplZWVqbW2V4ziaNGmSqqurNXPmTEnSunXr1NXVpWXLlqm9vV35+fnat2+fUlJS3H1s3bpVCQkJmjdvnrq6ujRjxgzt2rVLI0aMcGt2796tVatWuXcxlZSUqLKysi+OFwAADBPX/ZyYoYrnxABXNtSeE9Nb3GIN3BjiOX/z20kAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWIkQAwAArESIAQAAViLEAAAAKxFiAACAlQgxAADASoQYAABgJUIMAACwEiEGAABYiRADAACsRIgBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFgpYbAHAKBv3L7+lcEeAgAMKFZiAACAlQgxAADASoQYAABgJUIMAACwEiEGAABYiRADAACsRIgBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWCmuEFNRUaFvfvObSklJUUZGhh544AEdP348psYYo40bNyoQCGjkyJGaPn26jh49GlMTjUa1cuVKjRkzRsnJySopKdHJkydjatrb21VWVibHceQ4jsrKynTmzJlrO0oAADDsxBViamtrtXz5ctXX16umpkZ//etfVVRUpHPnzrk1mzdv1pYtW1RZWamGhgb5/X7NnDlTnZ2dbk0oFNKePXtUVVWl/fv36+zZsyouLtaFCxfcmtLSUjU1Nam6ulrV1dVqampSWVlZHxwyAAAYDjzGGHOtbz59+rQyMjJUW1ur++67T8YYBQIBhUIhPfLII5K+WHXx+Xx68skntXTpUkUiEY0dO1bPP/+85s+fL0n6+OOPlZmZqVdffVWzZs3SsWPHNHHiRNXX1ys/P1+SVF9fr2AwqHfffVfjx4/vMZZoNKpoNOq+7ujoUGZmpiKRiFJTU6/1EAFr3L7+lcEeQr/6YNPcwR4CgAHQ0dEhx3F6df6+rmtiIpGIJCktLU2SdOLECYXDYRUVFbk1Xq9X06ZNU11dnSSpsbFR58+fj6kJBALKyclxaw4cOCDHcdwAI0lTp06V4zhuzeUqKircr54cx1FmZub1HBoAABjirjnEGGO0evVq3XvvvcrJyZEkhcNhSZLP54up9fl8bl84HFZSUpJGjx591ZqMjIwen5mRkeHWXG7Dhg2KRCLu1tLScq2HBgAALJBwrW9csWKF3n77be3fv79Hn8fjiXltjOnRdrnLa65Uf7X9eL1eeb3e3gwdAAAMA9e0ErNy5Uq9/PLLev3113XLLbe47X6/X5J6rJa0tbW5qzN+v1/d3d1qb2+/as2pU6d6fO7p06d7rPIAAIAbU1whxhijFStW6KWXXtKf/vQnZWVlxfRnZWXJ7/erpqbGbevu7lZtba0KCgokSXl5eUpMTIypaW1t1ZEjR9yaYDCoSCSiQ4cOuTUHDx5UJBJxawAAwI0trq+Tli9frhdffFH/8R//oZSUFHfFxXEcjRw5Uh6PR6FQSOXl5crOzlZ2drbKy8s1atQolZaWurWLFi3SmjVrlJ6errS0NK1du1a5ubkqLCyUJE2YMEGzZ8/W4sWLtX37dknSkiVLVFxcfMU7kwAAwI0nrhCzbds2SdL06dNj2n/zm9/on//5nyVJ69atU1dXl5YtW6b29nbl5+dr3759SklJceu3bt2qhIQEzZs3T11dXZoxY4Z27dqlESNGuDW7d+/WqlWr3LuYSkpKVFlZeS3HCAAAhqHrek7MUBbPfebAcMBzYgAMBwP2nBgAAIDBQogBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWClhsAcAAL1x+/pXvrTmg01zB2AkAIYKVmIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWIkQAwAArESIAQAAViLEAAAAKxFiAACAlQgxAADASoQYAABgJUIMAACwEiEGAABYiRADAACsRIgBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJXiDjFvvvmm7r//fgUCAXk8Hv3+97+P6TfGaOPGjQoEAho5cqSmT5+uo0ePxtREo1GtXLlSY8aMUXJyskpKSnTy5MmYmvb2dpWVlclxHDmOo7KyMp05cybuAwQAAMNTQrxvOHfunCZPnqx/+Zd/0fe+970e/Zs3b9aWLVu0a9cu3XHHHXriiSc0c+ZMHT9+XCkpKZKkUCikvXv3qqqqSunp6VqzZo2Ki4vV2NioESNGSJJKS0t18uRJVVdXS5KWLFmisrIy7d2793qOF7DS7etfGewhAMCQ4zHGmGt+s8ejPXv26IEHHpD0xSpMIBBQKBTSI488IumLVRefz6cnn3xSS5cuVSQS0dixY/X8889r/vz5kqSPP/5YmZmZevXVVzVr1iwdO3ZMEydOVH19vfLz8yVJ9fX1CgaDevfddzV+/PgeY4lGo4pGo+7rjo4OZWZmKhKJKDU19VoPERgSCDG988GmuYM9BADXqaOjQ47j9Or83afXxJw4cULhcFhFRUVum9fr1bRp01RXVydJamxs1Pnz52NqAoGAcnJy3JoDBw7IcRw3wEjS1KlT5TiOW3O5iooK96snx3GUmZnZl4cGAACGmD4NMeFwWJLk8/li2n0+n9sXDoeVlJSk0aNHX7UmIyOjx/4zMjLcmstt2LBBkUjE3VpaWq77eAAAwNAV9zUxveHxeGJeG2N6tF3u8por1V9tP16vV16v9xpGCwAAbNSnKzF+v1+SeqyWtLW1uaszfr9f3d3dam9vv2rNqVOneuz/9OnTPVZ5AADAjalPQ0xWVpb8fr9qamrctu7ubtXW1qqgoECSlJeXp8TExJia1tZWHTlyxK0JBoOKRCI6dOiQW3Pw4EFFIhG3BgAA3Nji/jrp7Nmz+p//+R/39YkTJ9TU1KS0tDTdeuutCoVCKi8vV3Z2trKzs1VeXq5Ro0aptLRUkuQ4jhYtWqQ1a9YoPT1daWlpWrt2rXJzc1VYWChJmjBhgmbPnq3Fixdr+/btkr64xbq4uPiKdyYBAIAbT9wh5vDhw/r2t7/tvl69erUkaeHChdq1a5fWrVunrq4uLVu2TO3t7crPz9e+ffvcZ8RI0tatW5WQkKB58+apq6tLM2bM0K5du9xnxEjS7t27tWrVKvcuppKSElVWVl7zgQIAgOHlup4TM5TFc585MNTxnJje4TkxgP0G7TkxAAAAA4UQAwAArESIAQAAViLEAAAAK/XLE3sBYDD05gJoLv4Fhg9WYgAAgJUIMQAAwEqEGAAAYCVCDAAAsBIhBgAAWIkQAwAArESIAQAAViLEAAAAKxFiAACAlQgxAADASoQYAABgJUIMAACwEiEGAABYiRADAACsRIgBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUSBnsAADCQbl//ypfWfLBp7gCMBMD1YiUGAABYiRADAACsxNdJwCDrzdcbAICeWIkBAABWIsQAAAArEWIAAICVCDEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACvxswMAcBl+6RqwAysxAADASoQYAABgJUIMAACwEiEGAABYachf2Pv000/rZz/7mVpbW3XnnXfqqaee0re+9a3BHhaAG1xvLv6VuAAY6E9DOsT89re/VSgU0tNPP6177rlH27dv15w5c/TOO+/o1ltvHezhAV+qtyc6DF/c6QT0H48xxgz2IP6e/Px83X333dq2bZvbNmHCBD3wwAOqqKi46ns7OjrkOI4ikYhSU1P7e6jAFRFi0FcIOrhRxHP+HrIrMd3d3WpsbNT69etj2ouKilRXV9ejPhqNKhqNuq8jkYikLyYDGCwXo58N9hAwTNz6k999ac2Rx2cNwEiA/nXpvN2bNZYhG2I++eQTXbhwQT6fL6bd5/MpHA73qK+oqNDjjz/eoz0zM7PfxggAQ4nz1GCPAOg7nZ2dchznqjVDNsRc4vF4Yl4bY3q0SdKGDRu0evVq9/XFixf1l7/8Renp6Vesvx4dHR3KzMxUS0sLX1UNAOZ7YDHfA4v5HljM98C6lvk2xqizs1OBQOBLa4dsiBkzZoxGjBjRY9Wlra2tx+qMJHm9Xnm93pi2r371q/05RKWmpvI/wQBivgcW8z2wmO+BxXwPrHjn+8tWYC4Zss+JSUpKUl5enmpqamLaa2pqVFBQMEijAgAAQ8WQXYmRpNWrV6usrExTpkxRMBjUjh079NFHH+mhhx4a7KEBAIBBNqRDzPz58/Xpp5/qX//1X9Xa2qqcnBy9+uqruu222wZ1XF6vV4899liPr6/QP5jvgcV8Dyzme2Ax3wOrv+d7SD8nBgAA4O8ZstfEAAAAXA0hBgAAWIkQAwAArESIAQAAViLEAAAAKxFi4vT0008rKytLN998s/Ly8vRf//Vfgz2kYeHNN9/U/fffr0AgII/Ho9///vcx/cYYbdy4UYFAQCNHjtT06dN19OjRwRnsMFBRUaFvfvObSklJUUZGhh544AEdP348poY57zvbtm3TpEmT3KeWBoNBvfbaa24/c92/Kioq5PF4FAqF3DbmvO9s3LhRHo8nZvP7/W5/f841ISYOv/3tbxUKhfToo4/qrbfe0re+9S3NmTNHH3300WAPzXrnzp3T5MmTVVlZecX+zZs3a8uWLaqsrFRDQ4P8fr9mzpypzs7OAR7p8FBbW6vly5ervr5eNTU1+utf/6qioiKdO3fOrWHO+84tt9yiTZs26fDhwzp8+LC+853v6Lvf/a77Dzlz3X8aGhq0Y8cOTZo0KaadOe9bd955p1pbW92tubnZ7evXuTbotX/8x380Dz30UEzbN77xDbN+/fpBGtHwJMns2bPHfX3x4kXj9/vNpk2b3LbPP//cOI5jfvWrXw3CCIeftrY2I8nU1tYaY5jzgTB69Gjz61//mrnuR52dnSY7O9vU1NSYadOmmYcfftgYw993X3vsscfM5MmTr9jX33PNSkwvdXd3q7GxUUVFRTHtRUVFqqurG6RR3RhOnDihcDgcM/der1fTpk1j7vtIJBKRJKWlpUlizvvThQsXVFVVpXPnzikYDDLX/Wj58uWaO3euCgsLY9qZ87733nvvKRAIKCsrS9///vf1/vvvS+r/uR7SPzswlHzyySe6cOFCj1/Q9vl8PX5pG33r0vxeae4//PDDwRjSsGKM0erVq3XvvfcqJydHEnPeH5qbmxUMBvX555/rK1/5ivbs2aOJEye6/5Az132rqqpKf/7zn9XQ0NCjj7/vvpWfn6/nnntOd9xxh06dOqUnnnhCBQUFOnr0aL/PNSEmTh6PJ+a1MaZHG/oHc98/VqxYobffflv79+/v0cec953x48erqalJZ86c0b//+79r4cKFqq2tdfuZ677T0tKihx9+WPv27dPNN9/8d+uY874xZ84c979zc3MVDAb1D//wD3r22Wc1depUSf0313yd1EtjxozRiBEjeqy6tLW19UiY6FuXrnJn7vveypUr9fLLL+v111/XLbfc4rYz530vKSlJX//61zVlyhRVVFRo8uTJ+sUvfsFc94PGxka1tbUpLy9PCQkJSkhIUG1trX75y18qISHBnVfmvH8kJycrNzdX7733Xr//fRNieikpKUl5eXmqqamJaa+pqVFBQcEgjerGkJWVJb/fHzP33d3dqq2tZe6vkTFGK1as0EsvvaQ//elPysrKiulnzvufMUbRaJS57gczZsxQc3Ozmpqa3G3KlClasGCBmpqa9LWvfY0570fRaFTHjh3TuHHj+v/v+7ovDb6BVFVVmcTERPPMM8+Yd955x4RCIZOcnGw++OCDwR6a9To7O81bb71l3nrrLSPJbNmyxbz11lvmww8/NMYYs2nTJuM4jnnppZdMc3Oz+cEPfmDGjRtnOjo6Bnnkdvrxj39sHMcxb7zxhmltbXW3zz77zK1hzvvOhg0bzJtvvmlOnDhh3n77bfPTn/7U3HTTTWbfvn3GGOZ6IPzt3UnGMOd9ac2aNeaNN94w77//vqmvrzfFxcUmJSXFPTf251wTYuL0b//2b+a2224zSUlJ5u6773ZvScX1ef31142kHtvChQuNMV/cpvfYY48Zv99vvF6vue+++0xzc/PgDtpiV5prSeY3v/mNW8Oc950f/ehH7r8bY8eONTNmzHADjDHM9UC4PMQw531n/vz5Zty4cSYxMdEEAgHz4IMPmqNHj7r9/TnXHmOMuf71HAAAgIHFNTEAAMBKhBgAAGAlQgwAALASIQYAAFiJEAMAAKxEiAEAAFYixAAAACsRYgAAgJUIMQAAwEqEGAAAYCVCDAAAsNL/A9lgGri5rufIAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# the distribution of total noise looks fairly sensible\n",
"\n",
"plt.hist(noise, bins=np.arange(0,50,1));"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "de9886ca-a622-4f3f-b9bc-2460f92c3c1c",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/4143658246.py:10: RuntimeWarning: invalid value encountered in sqrt\n",
" shot_noise = np.sqrt(signal)\n",
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/4143658246.py:10: RuntimeWarning: invalid value encountered in sqrt\n",
" shot_noise = np.sqrt(signal)\n",
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/4143658246.py:10: RuntimeWarning: invalid value encountered in sqrt\n",
" shot_noise = np.sqrt(signal)\n",
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/4143658246.py:10: RuntimeWarning: invalid value encountered in sqrt\n",
" shot_noise = np.sqrt(signal)\n",
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/4143658246.py:10: RuntimeWarning: invalid value encountered in sqrt\n",
" shot_noise = np.sqrt(signal)\n"
]
}
],
"source": [
"# we can try to estimate what the noise is when removing the shot noise\n",
"\n",
"read_noise_only = np.array([])\n",
"gain_wag = 2 # wag at gain\n",
"for i in range(400):\n",
" for j in range(4,80):\n",
" # this is measuring the standard deviation in each pixel over the 100 integrations\n",
" signal = sigma_clipped_stats(ref_pix_fix[:,i, j])[1] # median signal\n",
" signal *= gain_wag # wag at gain\n",
" shot_noise = np.sqrt(signal)\n",
" shot_noise /= gain_wag\n",
"\n",
" read = np.sqrt(sigma_clipped_stats(ref_pix_fix[:,i, j])[2]**2 - shot_noise**2)\n",
" \n",
" read_noise_only = np.r_[read_noise_only, read]"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "b1f3e1ec-c1ca-4ada-9ae1-356b59b1e59d",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(18.384749149024472, 18.33453776346707, 2.138127860692788)\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: Input data contains invalid values (NaNs or infs), which were automatically clipped. [astropy.stats.sigma_clipping]\n"
]
}
],
"source": [
"print(sigma_clipped_stats(read_noise_only))"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "fb45b6d1-b15b-415c-aa4f-85ce3b6920c4",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.hist(read_noise_only, bins=np.arange(0,50,0.5));"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "d997f04d-15e5-416c-b829-586ba8f8f80d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x3782631d0>"
]
},
"execution_count": 47,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"plt.imshow(np.reshape(read_noise_only, [400,76]), vmin=10, vmax=30)\n",
"plt.colorbar()"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "47c3653c-6b85-49e0-b395-2aa723332793",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/var/folders/f8/j6dcs8h918j1_4w8myh_4h5rvj0p_j/T/ipykernel_49676/2189847495.py:1: RuntimeWarning: invalid value encountered in sqrt\n",
" plt.plot(np.ravel(ref_pix_fix[-1, :, 4:])**0.5, read_noise_only, '.', ms=1, alpha=0.4)\n"
]
},
{
"data": {
"text/plain": [
"Text(0, 0.5, 'read noise?')"
]
},
"execution_count": 51,
"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": [
"plt.plot(np.ravel(ref_pix_fix[-1, :, 4:])**0.5, read_noise_only, '.', ms=1, alpha=0.4)\n",
"# plt.xscale(\"log\")\n",
"# plt.yscale(\"log\")\n",
"\n",
"plt.ylim(11,27)\n",
"plt.xlim(10,20)\n",
"\n",
"plt.xlabel(\"sqrt(signal)\")\n",
"plt.ylabel(\"read noise?\")\n",
"\n",
"# see see that there is still a signal dependence on noise, so we didn't remove all the noise, but most is gone"
]
},
{
"cell_type": "code",
"execution_count": 52,
"id": "bf4a5792-d0b7-44b1-b3d9-302a16f3dbd7",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(18.331992390285183, 18.291651170712292, 2.111437957940251)"
]
},
"execution_count": 52,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sigma_clipped_stats(np.reshape(read_noise_only, [400,76])[goodpix[:,4:]].flatten())"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "5679a636-eff4-4c41-b625-8d07fcfbc164",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 53,
"id": "7e403af3-6abf-4677-a409-2c28c8086434",
"metadata": {},
"outputs": [],
"source": [
"gain_wag = 2 # wag at gain\n",
"\n",
"xq = np.array([])\n",
"yq = np.array([])\n",
"yq2 = np.array([])\n",
"for i in range(400):\n",
" for j in range(4,80):\n",
" if goodpix[i,j]:\n",
" # this is measuring the standard deviation in each pixel over the 100 integrations\n",
" signal = sigma_clipped_stats(ref_pix_fix[:,i, j])[1] # median signal\n",
" signal *= gain_wag # wag at gain\n",
" shot_noise = np.sqrt(signal)\n",
" shot_noise /= gain_wag\n",
" \n",
" read = np.sqrt(sigma_clipped_stats(ref_pix_fix[:,i, j])[2]**2 - shot_noise**2)\n",
" xq = np.r_[xq, signal/gain_wag]\n",
" yq = np.r_[yq, sigma_clipped_stats(ref_pix_fix[:,i, j])[2]**2]\n",
" yq2 = np.r_[yq2, read**2]\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": 58,
"id": "d2e4356b-df96-48d3-bb29-20392fa0c139",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(120.0, 800.0)"
]
},
"execution_count": 58,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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