{ "cells": [ { "cell_type": "markdown", "id": "2ed1e7b7-11ad-4514-adb9-f3a4bd596393", "metadata": {}, "source": [ "# Customising a mock survey\n", "\n", "In this example, we demonstrate how to put in a custom survey specification in terms of frequency range and sky area." ] }, { "cell_type": "code", "execution_count": 1, "id": "08753bc4-9f7e-4d4d-a667-41f92153ebdb", "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "from meer21cm import Specification, MockSimulation\n", "from meer21cm.util import create_wcs_with_range\n", "from meer21cm.plot import plot_map\n", "from meer21cm.util import redshift_to_freq\n", "import meer21cm\n", "import matplotlib.pyplot as plt\n", "from astropy.wcs import WCS\n", "data_dir = meer21cm.__file__.rsplit(\"/\", 1)[0] + \"/data/\"\n" ] }, { "cell_type": "markdown", "id": "e04d29ac-b7a8-49ec-a6c1-aafb0b4246b5", "metadata": {}, "source": [ "## Default\n", "\n", "By default, if you create a default `Specfication` (which is also the base class for everything else such as `PowerSpectrum` or `MockSimulation`), the specs follow the MeerKLASS L-band deep survey:" ] }, { "cell_type": "code", "execution_count": 2, "id": "6c607f4f-2065-49b2-8257-a106c693ab7c", "metadata": {}, "outputs": [], "source": [ "sp = Specification(\n", " survey='meerklass_2021',\n", " band='L',\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "id": "1a2d6e2e-4304-4619-b1fc-5038143d80a0", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(np.float64(0.38764963174851164),\n", " np.float64(0.4626012258024983),\n", " np.float64(208984.375))" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sp.z_ch.min(),sp.z_ch.max(),sp.freq_resol" ] }, { "cell_type": "code", "execution_count": 6, "id": "b2013c18-b101-4da6-9ef7-c1c4ddd6cd5a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "ee747268-bc29-4ca6-8eee-98419657a6d1", "metadata": {}, "source": [ "Note that, the area specified by `wproj` is typically larger than the actual area as a buffer. For example, if you put in the actual survey range for MeerKLASS L-band, `meer21cm` will recognise and create a survey selection function automatically. For praticatical purposes, the edge of the `wproj` area is always set to `False` as shown above. If you put in a specific range:\n" ] }, { "cell_type": "code", "execution_count": 8, "id": "02270f5a-bba0-4e4d-8e48-68b3f23a57a8", "metadata": {}, "outputs": [], "source": [ "raminMK,ramaxMK = 334,357\n", "decminMK,decmaxMK = -35,-26.5\n", "ra_range = (raminMK,ramaxMK)\n", "dec_range = (decminMK,decmaxMK)\n", "sp = Specification(\n", " survey='meerklass_2021',\n", " band='L',\n", " ra_range=ra_range,\n", " dec_range=dec_range,\n", ")" ] }, { "cell_type": "code", "execution_count": 9, "id": "f00e6053-7af2-4e50-9eb7-ac4943ef9dd5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "09697b5e-84d7-45d8-926b-c4e50e195f08", "metadata": {}, "source": [ "You can see that the selection function is automatically updated." ] }, { "cell_type": "markdown", "id": "89887199-4c6e-4a03-9fbe-cf03c9888207", "metadata": {}, "source": [ "## Custom redshift bin\n", "\n", "Customising the redshift range is easy by simply setting custom frequency channels. Note that however, `meer21cm` **does not** support equally spaced redshift channeles, and **assumes** that frequency channels are equally spaced. This should be the case for any radio survey.\n", "\n", "Suppose you want approximately z=0.5-1.0, with a frequency resolution of 1MHz:" ] }, { "cell_type": "code", "execution_count": 10, "id": "62ec4b42-594d-456f-95c1-8f432db5f0b4", "metadata": {}, "outputs": [], "source": [ "z_min = 0.5\n", "z_max = 1.0\n", "freq_resol = 1e6\n", "num_ch = int((redshift_to_freq(z_min)-redshift_to_freq(z_max))/freq_resol)\n", "nu = np.linspace(0,num_ch-1,num_ch) * freq_resol + redshift_to_freq(z_max)" ] }, { "cell_type": "code", "execution_count": 12, "id": "3e50cefd-da67-4b20-b20d-29caa6c96810", "metadata": {}, "outputs": [], "source": [ "sp = Specification(\n", " nu = nu,\n", " wproj = sp.wproj,\n", " num_pix_x = sp.num_pix_x,\n", " num_pix_y = sp.num_pix_y,\n", ")" ] }, { "cell_type": "code", "execution_count": 14, "id": "26fbe81b-f5cf-4e5c-a5f8-43b309333678", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(np.float64(0.5027522535193767), np.float64(1.0), np.float64(1000000.0))" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sp.z_ch.min(),sp.z_ch.max(),sp.freq_resol" ] }, { "cell_type": "markdown", "id": "0718cbc8-da40-4681-bcb0-ef77f3f70cd2", "metadata": {}, "source": [ "The area will still be the default:" ] }, { "cell_type": "code", "execution_count": 15, "id": "2c598b4e-e084-4707-8e47-f72d8aed541e", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "733543ed-2554-427f-9608-642f543519bb", "metadata": {}, "source": [ "## Custom survey area\n", "\n", "Custom survey area is a little bit more complicated. `meer21cm` uses `astropy.wcs.WCS` for mapping the pixels to the sky coordinates. It relies on two ingredients: the `wcs` for projection, and `(num_pix_x, num_pix_y)` for array dimensions.\n", "\n", "\n", "If you already have an actual data stored in a fits file, the best way to do this is to extract from that:" ] }, { "cell_type": "code", "execution_count": 16, "id": "12940f2a-8beb-4c7c-95e2-fbac033b0b85", "metadata": {}, "outputs": [], "source": [ "map_file = data_dir + \"test_fits.fits\"\n", "wcs = WCS(map_file)\n", "# extract the 2D array dimensions\n", "num_pix_x,num_pix_y, _= wcs.array_shape\n", "# you need to drop the axes that are not angular\n", "wproj = wcs.dropaxis(-1)" ] }, { "cell_type": "code", "execution_count": 17, "id": "e128a350-9e28-4fa2-b357-aeb90fe6d3cc", "metadata": {}, "outputs": [], "source": [ "sp = Specification(\n", " wproj=wproj,\n", " num_pix_x=num_pix_x,\n", " num_pix_y=num_pix_y,\n", ")" ] }, { "cell_type": "code", "execution_count": 18, "id": "76042858-277a-4f01-9a4b-84daf70b7fe9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "010aa9ec-31c1-4566-863c-53a1e63bcf7e", "metadata": {}, "source": [ "If you are starting from scratch, you can use `create_wcs_with_range`. It needs `ra_range`, `dec_range`, angular resolution, and coordinate type as input (see documentation for more details). Let's say we are making a roughly 20x20 deg^2 area with 0.5 deg resolution:" ] }, { "cell_type": "code", "execution_count": 19, "id": "53b4c10b-83b5-45c3-994f-d384e1f0c28a", "metadata": {}, "outputs": [], "source": [ "ramincustom,ramaxcustom = -10,10\n", "decmincustom,decmaxcustom = -10,10\n", "ra_range = (ramincustom,ramaxcustom)\n", "dec_range = (decmincustom,decmaxcustom)\n", "ang_resol = 0.5\n", "wproj,num_pix_x,num_pix_y = create_wcs_with_range(\n", " ra_range,\n", " dec_range,\n", " resol=[ang_resol,ang_resol],\n", ")\n", "\n", "sp = Specification(\n", " wproj=wproj,\n", " num_pix_x=num_pix_x,\n", " num_pix_y=num_pix_y,\n", " ra_range=ra_range,\n", " dec_range=dec_range,\n", ")" ] }, { "cell_type": "code", "execution_count": 20, "id": "f5481c2f-3c60-415d-905d-1653383bcd14", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "159e38a0-e516-493f-acef-ec826e63aa55", "metadata": {}, "source": [ "The `wcs` always leave a bit more empty space as buffer. Note that, in some extreme cases, the default buffer `[1.2,1.2]` may not be enough to cover the range:" ] }, { "cell_type": "code", "execution_count": 21, "id": "1530bc6f-748a-4179-9710-04f1f8ad4628", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# note that (315,80) is different from (80,315)\n", "ramincustom,ramaxcustom = 315,80\n", "decmincustom,decmaxcustom = -70,5\n", "ra_range = (ramincustom,ramaxcustom)\n", "dec_range = (decmincustom,decmaxcustom)\n", "ang_resol = 0.5\n", "wproj,num_pix_x,num_pix_y = create_wcs_with_range(\n", " ra_range,\n", " dec_range,\n", " resol=[ang_resol,ang_resol],\n", ")\n", "\n", "sp = Specification(\n", " wproj=wproj,\n", " num_pix_x=num_pix_x,\n", " num_pix_y=num_pix_y,\n", " ra_range=ra_range,\n", " dec_range=dec_range,\n", ")\n", "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "1b2c10b7-6208-40f3-affc-e4bfcb1ec58d", "metadata": {}, "source": [ "You should therefore always examine this and change if needed:" ] }, { "cell_type": "code", "execution_count": 22, "id": "50a19c65-96c1-49fc-bfc8-7a264ebb17a9", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "wproj,num_pix_x,num_pix_y = create_wcs_with_range(\n", " ra_range,\n", " dec_range,\n", " resol=[ang_resol,ang_resol],\n", " buffer=[1.2,1.4],\n", ")\n", "\n", "sp = Specification(\n", " wproj=wproj,\n", " num_pix_x=num_pix_x,\n", " num_pix_y=num_pix_y,\n", " ra_range=ra_range,\n", " dec_range=dec_range,\n", ")\n", "plot_map(sp.W_HI,sp.wproj)" ] }, { "cell_type": "markdown", "id": "20c674b3-fba1-4319-89b2-83bcb905fa3b", "metadata": {}, "source": [ "An example to generate a mock observation with custom specs:" ] }, { "cell_type": "code", "execution_count": 23, "id": "2a03f001-8b24-4f9b-ac94-d1f8c64cc64a", "metadata": {}, "outputs": [], "source": [ "ramincustom,ramaxcustom = -10,10\n", "decmincustom,decmaxcustom = -10,10\n", "ra_range = (ramincustom,ramaxcustom)\n", "dec_range = (decmincustom,decmaxcustom)\n", "ang_resol = 0.5\n", "wproj,num_pix_x,num_pix_y = create_wcs_with_range(\n", " ra_range,\n", " dec_range,\n", " resol=[ang_resol,ang_resol],\n", ")\n", "\n", "mock = MockSimulation(\n", " nu=nu,\n", " wproj=wproj,\n", " num_pix_x=num_pix_x,\n", " num_pix_y=num_pix_y,\n", " ra_range=ra_range,\n", " dec_range=dec_range,\n", " tracer_bias_1=1.5,\n", " tracer_bias_2=1.5,\n", " num_discrete_source=10000,\n", " mean_amp_1='average_hi_temp',\n", " downres_factor_radial = 2.0,\n", " downres_factor_transverse = 2.0,\n", " box_buffkick = 30.0,\n", " \n", ")" ] }, { "cell_type": "markdown", "id": "e39474b3", "metadata": {}, "source": [ "Let us check the survey lightcone:" ] }, { "cell_type": "code", "execution_count": 24, "id": "02140134", "metadata": {}, "outputs": [], "source": [ "mock.get_enclosing_box()" ] }, { "cell_type": "code", "execution_count": null, "id": "9899226e", "metadata": {}, "outputs": [], "source": [ "mock.grid_data_to_field();" ] }, { "cell_type": "code", "execution_count": 31, "id": "41ea69fd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,axes = plt.subplots(1,3,figsize=(15,5))\n", "for i,ax in enumerate(axes):\n", " ax.imshow(mock.counts_in_box.mean(i),aspect='auto')" ] } ], "metadata": { "kernelspec": { "display_name": "meer21cm", "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": "3.10.16" } }, "nbformat": 4, "nbformat_minor": 5 }