{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "\n", " \n", " \n", " \n", " \n", "
\n", "
\n", "

nb4. Query by scientific category

\n", "
\n", "
\n", " \n", "
\n", "\n", "The relevant columns in the ALMA TAP service are:\n", "* *science_category* \n", "* *science_keyword*\n", " \n", "--------- ----- -----\n", "\n", "The scientific categories of observations are:\n", "* Active galaxies\n", "* Cosmology\n", "* Disks and planet formation\n", "* Galaxy evolution\n", "* ISM and star formation\n", "* Local Universe\n", "* Solar system\n", "* Stars and stellar evolution\n", "* Sun\n", "\n", "Note: these categories are stable in time and valid for all ALMA Cycles and may thus slighly differ from the categories in the ALMA Observing Tool which can change from Cycle to Cycle.\n", "\n" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:43.611533Z", "iopub.status.busy": "2021-11-16T10:26:43.610878Z", "iopub.status.idle": "2021-11-16T10:26:47.027217Z", "shell.execute_reply": "2021-11-16T10:26:47.026602Z" } }, "outputs": [], "source": [ "import numpy as np\n", "from astropy.table import Table\n", "import pyvo\n", "import sys\n", "import matplotlib.pyplot as plt\n", "import pandas as pd\n", "import sklearn.cluster\n", "\n", "service = pyvo.dal.TAPService(\"https://almascience.eso.org/tap\") # for the EU ALMA TAP service\n", "\n", "# service = pyvo.dal.TAPService(\"https://almascience.nao.ac.jp/tap\") # for the EA ALMA TAP service\n", "# service = pyvo.dal.TAPService(\"https://almascience.nrao.edu/tap\") # for the NA ALMA TAP service" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "\n", "## Query scientific category\n", "
\n", "\n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:47.033100Z", "iopub.status.busy": "2021-11-16T10:26:47.032408Z", "iopub.status.idle": "2021-11-16T10:26:47.036525Z", "shell.execute_reply": "2021-11-16T10:26:47.035984Z" } }, "outputs": [], "source": [ "def query_scientific_category(service, scientific_category):\n", " \"\"\"Query for all science observations of a given scientific category. To reduce the memory\n", " requirements, rather than using *, it is often useful to select the columns of interest.\n", " \n", " service pyvo TAPService instance\n", " scientific_category one of the categories shown at the top of this notebook\n", " \n", " returns pandas table \n", " \"\"\"\n", " \n", " query = f\"\"\" \n", " SELECT target_name, science_keyword, s_ra, s_dec, band_list\n", " FROM ivoa.obscore \n", " WHERE scientific_category = '{scientific_category}' \n", " AND science_observation = 'T' \n", " GROUP BY target_name, science_keyword, s_ra, s_dec, band_list\n", " \"\"\"\n", "\n", " return service.search(query).to_table().to_pandas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", "\n", "\n", "## Query science keyword and data type\n", "
\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:47.041606Z", "iopub.status.busy": "2021-11-16T10:26:47.040976Z", "iopub.status.idle": "2021-11-16T10:26:47.043563Z", "shell.execute_reply": "2021-11-16T10:26:47.042943Z" } }, "outputs": [], "source": [ "def query_science_keyword(service, science_keyword):\n", " \"\"\"ALMA has a long list of scientific keywords in the Observing Tool from whch PIs need to select\n", " one or two in their proposals. This query returns all science observations for a given science \n", " keyword (or part of it).\n", " \n", " service pyvo TAPService instance\n", " science_keyword one of the science keywords of ALMA or a substring\n", " \n", " returns pandas table \n", " \"\"\"\n", " \n", " query = f\"\"\" \n", " SELECT s_ra, s_dec, target_name, band_list, t_exptime\n", " FROM ivoa.obscore \n", " WHERE science_observation = 'T' \n", " AND science_keyword like '%{science_keyword}%' \n", " GROUP BY s_ra, s_dec, target_name, band_list, t_exptime\n", " \"\"\"\n", " \n", " return service.search(query).to_table().to_pandas()" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:47.048851Z", "iopub.status.busy": "2021-11-16T10:26:47.048051Z", "iopub.status.idle": "2021-11-16T10:26:47.050677Z", "shell.execute_reply": "2021-11-16T10:26:47.050070Z" } }, "outputs": [], "source": [ "def query_science_keyword_datatype(service, science_keyword, datatype):\n", " \"\"\"This function shows how to combine several constraints. Here the science keyword as well \n", " as the datatype and science_observations\n", " \n", " service pyvo TAPService instance\n", " science_keyword one of the science keywords of ALMA or a substring\n", " datatype \"image\" or \"cube\"\n", " \n", " returns pandas table \n", " \"\"\"\n", " \n", " query = f\"\"\" \n", " SELECT s_ra, s_dec, target_name, band_list, t_exptime\n", " FROM ivoa.obscore \n", " WHERE science_keyword like '%{science_keyword}%' \n", " AND science_observation = 'T' \n", " AND dataproduct_type = '{datatype}' \n", " GROUP BY s_ra, s_dec, target_name, band_list, t_exptime\n", " \"\"\"\n", " \n", " return service.search(query).to_table().to_pandas()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "-------------------------------------------------\n", "\n", "## Example 4a: How many active galaxies (science category) have been observed with ALMA? \n", "These queries only return science observations, not calibrator observations." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:47.055050Z", "iopub.status.busy": "2021-11-16T10:26:47.054452Z", "iopub.status.idle": "2021-11-16T10:26:49.401702Z", "shell.execute_reply": "2021-11-16T10:26:49.402217Z" } }, "outputs": [], "source": [ "output_agn = query_scientific_category(service, 'Active galaxies')" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:49.418046Z", "iopub.status.busy": "2021-11-16T10:26:49.416865Z", "iopub.status.idle": "2021-11-16T10:26:49.421274Z", "shell.execute_reply": "2021-11-16T10:26:49.420443Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 9865 unique target names within the list of 12844 results.\n" ] } ], "source": [ "print(f\"There are {len(np.unique(output_agn['target_name']))} unique target names within the list of {len(output_agn)} results.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Showing the first 30 unique target names:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:49.440616Z", "iopub.status.busy": "2021-11-16T10:26:49.439394Z", "iopub.status.idle": "2021-11-16T10:26:49.444470Z", "shell.execute_reply": "2021-11-16T10:26:49.443961Z" } }, "outputs": [ { "data": { "text/plain": [ "array(['0-10000', '0-10510', '0-12043', '0-12407', '0-13299', '0-13375',\n", " '0-1426', '0-1437', '0-16822', '0-17244', '0-17749', '0-18038',\n", " '0-18180', '0-19883', '0-22825', '0-2318', '0-23382', '0-23626',\n", " '0-24625', '0-24636', '0-26339', '0-34302', '0-34622', '0-34897',\n", " '0-3662', '0-3753', '0-3973', '0-4356', '0-4503', '0-4936'],\n", " dtype=object)" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.set_printoptions(threshold=sys.maxsize)\n", "np.array(np.unique(output_agn['target_name']))[0:30]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In which bands have the AGN (as determined by the science category) been observed?" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:49.449604Z", "iopub.status.busy": "2021-11-16T10:26:49.448843Z", "iopub.status.idle": "2021-11-16T10:26:49.675395Z", "shell.execute_reply": "2021-11-16T10:26:49.674378Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams[\"figure.figsize\"] = (10,5)\n", "output_agn['band_list'].hist(bins = 16)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Where have they been observed?" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:49.699005Z", "iopub.status.busy": "2021-11-16T10:26:49.698341Z", "iopub.status.idle": "2021-11-16T10:26:50.053897Z", "shell.execute_reply": "2021-11-16T10:26:50.054380Z" } }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Dec')" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams[\"figure.figsize\"] = (20,15)\n", "output_agn.plot(x='s_ra',y='s_dec', linestyle='', ms=7, marker='o', alpha=0.03, label='AGN (science category) observed with ALMA')\n", "plt.xlabel('RA')\n", "plt.ylabel('Dec')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Within this science category there are several combinations of science keywords. We split each combination of science keywords up and then plot the pie chart." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:50.084425Z", "iopub.status.busy": "2021-11-16T10:26:50.082635Z", "iopub.status.idle": "2021-11-16T10:26:50.509504Z", "shell.execute_reply": "2021-11-16T10:26:50.509999Z" } }, "outputs": [ { "data": { "text/plain": [ "Starburst galaxies 7643\n", "Sub-mm Galaxies (SMG) 5877\n", "Active Galactic Nuclei (AGN)/Quasars (QSO) 1993\n", "Starbursts 1707\n", "star formation 1707\n", "Galaxy structure & evolution 1368\n", "High-z Active Galactic Nuclei (AGN) 993\n", "feedback 961\n", "Outflows 961\n", "jets 961\n", "Galactic centres/nuclei 852\n", "Surveys of galaxies 349\n", "Luminous and Ultra-Luminous Infra-Red Galaxies (LIRG & ULIRG) 321\n", "Giant Molecular Clouds (GMC) properties 294\n", "Merging and interacting galaxies 293\n", "Galaxy groups and clusters 199\n", "Spiral galaxies 169\n", "Gravitational lenses 112\n", "Galaxy Clusters 87\n", "Galaxy chemistry 69\n", "Dwarf/metal-poor galaxies 47\n", "Early-type galaxies 46\n", "Gamma Ray Bursts (GRB) 20\n", "Damped Lyman Alpha (DLA) systems 4\n", "Cosmic Microwave Background (CMB)/Sunyaev-Zel'dovich Effect (SZE) 2\n", "Name: science_keyword, dtype: int64" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "flattened_science_keywords = [item.strip() for sublist in [keyword.split(',') for keyword in output_agn['science_keyword']] for item in sublist]\n", "pd.DataFrame({'science_keyword':flattened_science_keywords})['science_keyword'].value_counts().plot.pie()\n", "pd.DataFrame({'science_keyword':flattened_science_keywords})['science_keyword'].value_counts()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Show the list of all Science Keywords in the the ALMA database:" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:50.520144Z", "iopub.status.busy": "2021-11-16T10:26:50.519472Z", "iopub.status.idle": "2021-11-16T10:26:52.318979Z", "shell.execute_reply": "2021-11-16T10:26:52.319565Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Active Galactic Nuclei (AGN)/Quasars (QSO)\n", "Astrochemistry\n", "Asymptotic Giant Branch (AGB) stars\n", "Black holes\n", "Brown dwarfs\n", "Cataclysmic stars\n", "Cosmic Microwave Background (CMB)/Sunyaev-Zel'dovich Effect (SZE)\n", "Damped Lyman Alpha (DLA) systems\n", "Debris disks\n", "Disks around high-mass stars\n", "Disks around low-mass stars\n", "Dwarf/metal-poor galaxies\n", "Early-type galaxies\n", "Evolved stars - Chemistry\n", "Evolved stars - Shaping/physical structure\n", "Evolved stars: Shaping/physical structure\n", "Exo-planets\n", "Exoplanets\n", "Galactic centres/nuclei\n", "Galaxy Clusters\n", "Galaxy chemistry\n", "Galaxy groups and clusters\n", "Galaxy structure & evolution\n", "Galaxy structure &evolution\n", "Gamma Ray Bursts (GRB)\n", "Giant Molecular Clouds (GMC) properties\n", "Gravitational lenses\n", "HII regions\n", "High-mass star formation\n", "High-z Active Galactic Nuclei (AGN)\n", "Hypergiants\n", "Infra-Red Dark Clouds (IRDC)\n", "Inter-Stellar Medium (ISM)/Molecular clouds\n", "Intermediate-mass star formation\n", "Low-mass star formation\n", "Luminous Blue Variables (LBV)\n", "Luminous and Ultra-Luminous Infra-Red Galaxies (LIRG & ULIRG)\n", "Lyman Alpha Emitters/Blobs (LAE/LAB)\n", "Lyman Break Galaxies (LBG)\n", "Magellanic Clouds\n", "Main sequence stars\n", "Merging and interacting galaxies\n", "Outflows\n", "Photon-Dominated Regions (PDR)/X-Ray Dominated Regions (XDR)\n", "Post-AGB stars\n", "Pre-stellar cores\n", "Pulsars and neutron stars\n", "Solar system - Asteroids\n", "Solar system - Comets\n", "Solar system - Planetary atmospheres\n", "Solar system - Planetary surfaces\n", "Solar system - Trans-Neptunian Objects (TNOs)\n", "Spiral galaxies\n", "Starburst galaxies\n", "Starbursts\n", "Sub-mm Galaxies (SMG)\n", "Supernovae (SN) ejecta\n", "Surveys of galaxies\n", "The Sun\n", "Transients\n", "White dwarfs\n", "feedback\n", "jets\n", "jets and ionized winds\n", "star formation\n" ] } ], "source": [ "query = f\"\"\"SELECT DISTINCT(science_keyword) from ivoa.obscore\"\"\"\n", "flattened_science_keywords = sorted(list(set([item.strip() for sublist in [keyword.split(',') for keyword in service.search(query).to_table().to_pandas()['(science_keyword)']] for item in sublist])))\n", "print(*flattened_science_keywords, sep=\"\\n\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------------------\n", "\n", "## Example 4b : How many sub-mm galaxies (science keyword) have been observed?\n", "\n", "First, we investigate this question using the corresponding scientific keyword." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:52.326112Z", "iopub.status.busy": "2021-11-16T10:26:52.325406Z", "iopub.status.idle": "2021-11-16T10:26:53.168354Z", "shell.execute_reply": "2021-11-16T10:26:53.167435Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 10649 observations with keyword 'Sub-mm Galaxies (SMG)'.\n" ] } ], "source": [ "output_smgs_scikey = query_science_keyword(service, 'Sub-mm Galaxies (SMG)')\n", "print(f\"There are {len(output_smgs_scikey)} observations with keyword 'Sub-mm Galaxies (SMG)'.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we can look for sub-millimeter Galaxies in the proposal abstract texts. For example with " ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:53.176420Z", "iopub.status.busy": "2021-11-16T10:26:53.175668Z", "iopub.status.idle": "2021-11-16T10:26:55.875982Z", "shell.execute_reply": "2021-11-16T10:26:55.876553Z" } }, "outputs": [], "source": [ "query = \"\"\"\n", " SELECT s_ra, s_dec, target_name, t_exptime\n", " FROM ivoa.obscore\n", " WHERE proposal_abstract like '%SMG%'\n", " OR proposal_abstract like '%ub-mm galax%'\n", " AND science_observation = 'T'\n", " GROUP BY s_ra, s_dec, target_name, t_exptime\n", " \"\"\" \n", "\n", "output_smgs_abstract = service.search(query).to_table().to_pandas()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:55.880959Z", "iopub.status.busy": "2021-11-16T10:26:55.880298Z", "iopub.status.idle": "2021-11-16T10:26:55.883066Z", "shell.execute_reply": "2021-11-16T10:26:55.883546Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 6035 observations where the proposal abstract mentions strings related to SMGs.\n" ] } ], "source": [ "print(f\"There are {len(output_smgs_abstract)} observations where the proposal abstract mentions strings related to SMGs.\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can now plot the position of these sub-mm galaxies observations:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:55.889452Z", "iopub.status.busy": "2021-11-16T10:26:55.888854Z", "iopub.status.idle": "2021-11-16T10:26:56.193588Z", "shell.execute_reply": "2021-11-16T10:26:56.194097Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.rcParams[\"figure.figsize\"] = (20,15)\n", "ax = output_smgs_scikey.plot(x='s_ra',y='s_dec', linestyle='', ms=5, marker='o', label='ALMA observed SMGs', alpha=0.02)\n", "output_smgs_abstract.plot(x='s_ra',y='s_dec', linestyle='', ms=5, marker='o', label='ALMA observed SMGs', alpha=0.02, ax=ax)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------------------\n", "\n", "## Example 4c : Which sub-mm galaxies have been observed the longest with ALMA?\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To answer this question, we first group the observations together:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:56.201780Z", "iopub.status.busy": "2021-11-16T10:26:56.201173Z", "iopub.status.idle": "2021-11-16T10:26:56.389629Z", "shell.execute_reply": "2021-11-16T10:26:56.389015Z" } }, "outputs": [], "source": [ "# link recursively all observations together where the centre distance of any observation pair is less than 30 arcsec. \n", "eps = 30/60/60*3.1415927/180\n", "cluster = sklearn.cluster.DBSCAN(eps=eps, min_samples=3, algorithm='ball_tree', metric='haversine').fit(np.radians(output_smgs_scikey[['s_ra', 's_dec']].to_numpy()))\n", "output_smgs_scikey['galaxylabels'] = cluster.labels_" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We then sum the exposure times, sort by them and print out a summary of the groups of observations identified. The entry 0 of that list contains all the observations that have no overlap with other observations and that group thus has to be skipped." ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:56.414280Z", "iopub.status.busy": "2021-11-16T10:26:56.397237Z", "iopub.status.idle": "2021-11-16T10:26:56.513343Z", "shell.execute_reply": "2021-11-16T10:26:56.513952Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Group number 548 with \n", " - 8 observations \n", " - total exposure time 21.5 hours\n", " - average ra=135.7983 and dec=0.6518 \n", " - has the unique source names: SDP81, SDP_81, SDP.81, ID81\n", "\n", "Group number 0 with \n", " - 13 observations \n", " - total exposure time 19.1 hours\n", " - average ra=181.3462 and dec=-7.7088 \n", " - has the unique source names: BR1202, BR1202-0725\n", "\n", "Group number 90 with \n", " - 16 observations \n", " - total exposure time 18.5 hours\n", " - average ra=47.8863 and dec=-58.3924 \n", " - has the unique source names: SPT0311-58\n", "\n", "Group number 469 with \n", " - 14 observations \n", " - total exposure time 16.4 hours\n", " - average ra=149.9286 and dec=2.4940 \n", " - has the unique source names: AS2COS0023.1, AzTEC-1, AzTEC1, AzTECC5, COS850.0023, S2COSMOS.850.6\n", "\n", "Group number 289 with \n", " - 13 observations \n", " - total exposure time 16.1 hours\n", " - average ra=149.9949 and dec=2.5805 \n", " - has the unique source names: AzTEC_8, AzTECC2a, AzTECC2b, S2COS.0328, AS2COS0028.1, AzTEC8, AzTECC2\n", "\n", "Group number 465 with \n", " - 18 observations \n", " - total exposure time 13.1 hours\n", " - average ra=357.4280 and dec=-56.6380 \n", " - has the unique source names: spt2349-56, spt2349, SPT2349-56, SPT_2349-56\n", "\n", "Group number 115 with \n", " - 6 observations \n", " - total exposure time 12.7 hours\n", " - average ra=10.5985 and dec=-33.7266 \n", " - has the unique source names: HATLAS_RED_293, SGP-54092, SGP54092, SGP-UR-54092, GRH_north, GRH_south\n", "\n", "Group number 419 with \n", " - 17 observations \n", " - total exposure time 11.1 hours\n", " - average ra=56.6714 and dec=-52.0840 \n", " - has the unique source names: SPT0346-52, SPT_0346-52\n", "\n", "Group number 214 with \n", " - 15 observations \n", " - total exposure time 10.7 hours\n", " - average ra=53.1066 and dec=-27.8702 \n", " - has the unique source names: GSp_12, scuba2-14, GSp_06, LESSJ033225.7-275228, basic19+8, AGS11, scuba2-055, LESS45, GSp_14, ALESS045.1\n", "\n", "Group number 472 with \n", " - 10 observations \n", " - total exposure time 10.3 hours\n", " - average ra=53.1441 and dec=-27.8725 \n", " - has the unique source names: basic17+73, scuba2-072, scuba2-54, GSp_07, scuba2-25\n", "\n", "Group number 206 with \n", " - 9 observations \n", " - total exposure time 9.5 hours\n", " - average ra=150.1094 and dec=2.2570 \n", " - has the unique source names: 627356, csm1, S2COSMOS.850.50, ID85001929, MAMBO-9\n", "\n", "Group number 3 with \n", " - 11 observations \n", " - total exposure time 9.4 hours\n", " - average ra=53.1221 and dec=-27.9388 \n", " - has the unique source names: XID_403, LESS73, LESS J033229.4-275619, ALESS073.1, ALESS73.1, ALESS_73.1, LESSJ033229.3-275619\n", "\n", "Group number 37 with \n", " - 12 observations \n", " - total exposure time 9.2 hours\n", " - average ra=150.0873 and dec=2.5888 \n", " - has the unique source names: aztec3, aztec3-pcluster, Aztec-3, Alpine_8, S2COSMOS.850.40, LBG-1, COS850.0059, AzTEC-3\n", "\n", "Group number 238 with \n", " - 14 observations \n", " - total exposure time 9.0 hours\n", " - average ra=216.0582 and dec=2.3843 \n", " - has the unique source names: J142413.9+022304, ID141, GAMA15-1, HATLAS_RED_2277, ID15-141, G15v2.779\n", "\n", "Group number 358 with \n", " - 8 observations \n", " - total exposure time 9.0 hours\n", " - average ra=323.7980 and dec=-1.0478 \n", " - has the unique source names: Name_Eyelash, Eyelash, SMMJ21352-0102\n", "\n", "Group number 23 with \n", " - 10 observations \n", " - total exposure time 8.7 hours\n", " - average ra=64.6648 and dec=-47.8644 \n", " - has the unique source names: SPT_0418-47, SPT-0418, SPT0418-47\n", "\n", "Group number 508 with \n", " - 9 observations \n", " - total exposure time 8.5 hours\n", " - average ra=150.0621 and dec=2.3790 \n", " - has the unique source names: COSMOS-32409, ZF-COSMOS-13414, Hyde, Tune147, ZF-COSMOS-13172\n", "\n", "Group number 145 with \n", " - 11 observations \n", " - total exposure time 8.4 hours\n", " - average ra=0.7795 and dec=-33.0473 \n", " - has the unique source names: sgp38, SGP-38326, HATLAS_RED_28, SGP38326, SGP38\n", "\n", "Group number 200 with \n", " - 11 observations \n", " - total exposure time 8.2 hours\n", " - average ra=334.3845 and dec=0.2954 \n", " - has the unique source names: SSA22-AzTEC1, DSFG1, SSA22-AZ001, SSA.0001, AzTEC1, ADF22.A5, ADF22.A1, ADF22.A7\n", "\n", "Group number 344 with \n", " - 44 observations \n", " - total exposure time 7.3 hours\n", " - average ra=3.5819 and dec=-30.3823 \n", " - has the unique source names: A2744_p11, A2744_b3_p2, Abell_2744, A2744_b4_p2, A2744_b4_p4, A2744_b4_p3, A2744_p12, A2744_p10, A2744_p13, A2744_b3_p4, A2744_b4_p5, A2744_b3_p3, A2744_p8\n", "\n", "Group number 150 with \n", " - 17 observations \n", " - total exposure time 7.0 hours\n", " - average ra=57.1760 and dec=-62.3469 \n", " - has the unique source names: 0348-L5, SPT0348, SPT0348-62, spt0348\n", "\n", "Group number 541 with \n", " - 11 observations \n", " - total exposure time 6.6 hours\n", " - average ra=135.7625 and dec=-1.6908 \n", " - has the unique source names: SDP17b, sdp17b, SDP17, SDP.17B, J090302.9-014127, H-ATLAS_J090302.9-014127\n", "\n", "Group number 285 with \n", " - 5 observations \n", " - total exposure time 6.3 hours\n", " - average ra=88.3706 and dec=-33.7010 \n", " - has the unique source names: MACSJ0553.4-3342, MJ0553-ID19\n", "\n", "Group number 542 with \n", " - 8 observations \n", " - total exposure time 6.3 hours\n", " - average ra=84.5704 and dec=-50.5143 \n", " - has the unique source names: SPT-S_J053816-5030.8, SPT0538-50\n", "\n", "Group number 97 with \n", " - 7 observations \n", " - total exposure time 6.2 hours\n", " - average ra=334.3056 and dec=0.4476 \n", " - has the unique source names: SSA22-AZ043, ASA26.1, SSA22-AzTEC26\n", "\n", "Group number 720 with \n", " - 3 observations \n", " - total exposure time 6.1 hours\n", " - average ra=356.5393 and dec=12.8220 \n", " - has the unique source names: BX610\n", "\n", "Group number 688 with \n", " - 5 observations \n", " - total exposure time 6.0 hours\n", " - average ra=135.1906 and dec=0.6899 \n", " - has the unique source names: G09_83808, G09-83808, GAMA09-100954, HATLAS_J090045\n", "\n", "Group number 440 with \n", " - 11 observations \n", " - total exposure time 5.8 hours\n", " - average ra=132.3891 and dec=2.2452 \n", " - has the unique source names: G09v1.124, HATLAS_J084933.4, J084933.4+021443\n", "\n", "Group number 370 with \n", " - 8 observations \n", " - total exposure time 5.7 hours\n", " - average ra=53.1622 and dec=-27.7852 \n", " - has the unique source names: ASAGAO45, ASAGAO35, scuba2-099, UDF3, GOODS-S, HUDF-JVLA-ALMA\n", "\n", "Group number 180 with \n", " - 13 observations \n", " - total exposure time 5.7 hours\n", " - average ra=41.4337 and dec=-63.3442 \n", " - has the unique source names: SPT0245-63\n", "\n", "Group number 389 with \n", " - 10 observations \n", " - total exposure time 5.6 hours\n", " - average ra=349.8411 and dec=-55.9661 \n", " - has the unique source names: SPT_2319-55, SPT2319-55\n", "\n", "Group number 516 with \n", " - 6 observations \n", " - total exposure time 5.4 hours\n", " - average ra=150.3752 and dec=2.0376 \n", " - has the unique source names: AzTECC129, S2COS.0762\n", "\n", "Group number 117 with \n", " - 7 observations \n", " - total exposure time 5.3 hours\n", " - average ra=312.0956 and dec=-55.3448 \n", " - has the unique source names: SPT2048-55\n", "\n", "Group number 213 with \n", " - 4 observations \n", " - total exposure time 5.2 hours\n", " - average ra=104.6555 and dec=-55.9518 \n", " - has the unique source names: SMMJ0658\n", "\n", "Group number 529 with \n", " - 6 observations \n", " - total exposure time 5.2 hours\n", " - average ra=34.4318 and dec=-5.2400 \n", " - has the unique source names: SXDF-ALMA3, UDS-43941\n", "\n", "Group number 515 with \n", " - 4 observations \n", " - total exposure time 5.1 hours\n", " - average ra=44.4210 and dec=-22.1501 \n", " - has the unique source names: MACS0257.6-2209\n", "\n", "Group number 255 with \n", " - 3 observations \n", " - total exposure time 5.1 hours\n", " - average ra=150.0721 and dec=2.4544 \n", " - has the unique source names: alma2mm.9\n", "\n", "Group number 6 with \n", " - 11 observations \n", " - total exposure time 5.1 hours\n", " - average ra=83.2125 and dec=-50.7855 \n", " - has the unique source names: SPT0532-50, SPT-0532, SPT_0532-50\n", "\n", "Group number 111 with \n", " - 9 observations \n", " - total exposure time 5.0 hours\n", " - average ra=64.3929 and dec=-11.9124 \n", " - has the unique source names: MACSJ0417.5-1154, MJ0417-ID234, MJ0417-ID2\n", "\n", "Group number 368 with \n", " - 7 observations \n", " - total exposure time 4.9 hours\n", " - average ra=35.0694 and dec=-6.0289 \n", " - has the unique source names: HXMM01\n", "\n", "Group number 179 with \n", " - 11 observations \n", " - total exposure time 4.7 hours\n", " - average ra=358.4138 and dec=-50.1687 \n", " - has the unique source names: SPT_2353-50, SPT2353-50\n", "\n", "Group number 193 with \n", " - 11 observations \n", " - total exposure time 4.6 hours\n", " - average ra=357.9620 and dec=-57.3715 \n", " - has the unique source names: SPT_2351-57, SPT2351-57\n", "\n", "Group number 39 with \n", " - 17 observations \n", " - total exposure time 4.4 hours\n", " - average ra=53.2089 and dec=-27.5271 \n", " - has the unique source names: ALESS112.1, ALMA_3mm_ID13_ID14, LESSJ033251.1-273143, ALESS087.1, ALESS_112.1, LESS112, LESSJ033249.3-273112, ALMA_3mm_ID13, ALESS87.3, ALESS87\n", "\n", "Group number 432 with \n", " - 7 observations \n", " - total exposure time 4.4 hours\n", " - average ra=6.9056 and dec=-2.1329 \n", " - has the unique source names: HeLMS-65, helms65, HELMS_65\n", "\n", "Group number 475 with \n", " - 11 observations \n", " - total exposure time 4.2 hours\n", " - average ra=69.2374 and dec=-54.6361 \n", " - has the unique source names: ADFS-27, ADFS_27, ADFS27\n", "\n", "Group number 103 with \n", " - 8 observations \n", " - total exposure time 4.1 hours\n", " - average ra=203.4062 and dec=24.2612 \n", " - has the unique source names: HATLAS_RED_1930, ur56917, UR56917, NGP-190387\n", "\n", "Group number 365 with \n", " - 6 observations \n", " - total exposure time 4.0 hours\n", " - average ra=326.8298 and dec=-50.5986 \n", " - has the unique source names: SPT_2147-50, SPT2147-50\n", "\n", "Group number 139 with \n", " - 4 observations \n", " - total exposure time 4.0 hours\n", " - average ra=316.8265 and dec=23.5227 \n", " - has the unique source names: 4C23.56\n", "\n", "Group number 360 with \n", " - 11 observations \n", " - total exposure time 3.9 hours\n", " - average ra=40.7865 and dec=-49.2598 \n", " - has the unique source names: SPT0243-49, SPT_0243-49\n", "\n", "Group number 22 with \n", " - 10 observations \n", " - total exposure time 3.9 hours\n", " - average ra=32.4218 and dec=0.2663 \n", " - has the unique source names: HERS1, hers1, PJ020941.3\n", "\n" ] } ], "source": [ "output_clustered_and_sorted = output_smgs_scikey.groupby(['galaxylabels'])['t_exptime'].agg('sum').reset_index().sort_values('t_exptime', ascending=False)\n", "\n", "plotarray = []\n", "for i, row in output_clustered_and_sorted.iloc[1:51].iterrows():\n", " galaxylabel = int(row['galaxylabels']) \n", " galaxygroup = output_smgs_scikey.loc[(output_smgs_scikey['galaxylabels']==galaxylabel)]\n", " plotarray.append([row['t_exptime']/3600, galaxygroup['target_name'].values[0]])\n", " print(f\"Group number {galaxylabel} with \")\n", " print(f\" - {len(galaxygroup['s_ra'])} observations \\n - total exposure time {row['t_exptime']/3600:.1f} hours\")\n", " print(f\" - average ra={galaxygroup['s_ra'].mean():.4f} and dec={galaxygroup['s_dec'].mean():.4f} \")\n", " print(f\" - has the unique source names: {', '.join(list(set(galaxygroup['target_name'].values)))}\\n\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now plot the 50 SMGs with the longest total exposure times:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:56.522358Z", "iopub.status.busy": "2021-11-16T10:26:56.521701Z", "iopub.status.idle": "2021-11-16T10:26:57.340471Z", "shell.execute_reply": "2021-11-16T10:26:57.341086Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.bar(np.arange(len(plotarray)),np.array([p[0] for p in plotarray]), align='center', label='The ALMA SMGs with the largest total observing time')\n", "\n", "for i in range(len(plotarray)):\n", " plt.text(i, plotarray[i][0]+0.5 , plotarray[i][1], color='black', fontweight='bold', rotation=45 )\n", "\n", "plt.ylim(0,25)\n", "plt.ylabel('Total exposure time [hrs]')\n", "plt.legend(fontsize=15)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------------------------------------\n", "\n", "## Example 4d : How many quasars have been observed with ALMA?" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2021-11-16T10:26:57.346188Z", "iopub.status.busy": "2021-11-16T10:26:57.345466Z", "iopub.status.idle": "2021-11-16T10:26:57.746419Z", "shell.execute_reply": "2021-11-16T10:26:57.746902Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 681 line observations (cube) and 865 continuum observations (line) in the ALMA database.\n" ] } ], "source": [ "output_qsos_cube = query_science_keyword_datatype(service, 'Quasars', 'cube' )\n", "output_qsos_image = query_science_keyword_datatype(service, 'Quasars', 'image' )\n", "print(f\"There are {len(np.unique(output_qsos_cube['target_name']))} line observations (cube) and {len(np.unique(output_qsos_image['target_name']))} continuum observations (line) in the ALMA database.\")" ] } ], "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": "3.6.10" } }, "nbformat": 4, "nbformat_minor": 4 }