Searching for gravitational wave optical counterparts with the Zwicky Transient Facility: summary of O4a

During the first half of the fourth observing run (O4a) of the International Gravitational Wave Network (IGWN), the Zwicky Transient Facility (ZTF) conducted a systematic search for kilonova (KN) counterparts to binary neutron star (BNS) and neutron star-black hole (NSBH) merger candidates. Here, we...

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Hauptverfasser: Ahumada, Tomás, Anand, Shreya, Coughlin, Michael W, Gupta, Vaidehi, Kasliwal, Mansi M, Karambelkar, Viraj R, Stein, Robert D, Waratkar, Gaurav, Swain, Vishwajeet, Theophile Jegou du Laz, Anumarlapudi, Akash, Andreoni, Igor, Bulla, Mattia, Srinivasaragavan, Gokul P, Toivonen, Andrew, Wold, Avery, Bellm, Eric C, S Bradley Cenko, Kaplan, David L, Sollerman, Jesper, Bhalerao, Varun, Perley, Daniel, Salgundi, Anirudh, Suresh, Aswin, K-Ryan Hinds, Reusch, Simeon, Necker, Jannis, Cook, David O, Pletskova, Natalya, Singer, Leo P, Banerjee, Smaranika, Barna, Tyler, Copperwheat, Christopher M, Healy, Brian, R Weizmann Kiendrebeogo, Kumar, Harsh, Kumar, Ravi, Pezzella, Marianna, Sagues-Carracedo, Ana, Sravan, Niharika, Bloom, Joshua S, Chen, Tracy X, Graham, Matthew, Helou, George, Laher, Russ R, Mahabal, Ashish A, Purdum, Josiah, Anupama, G C, Barway, Sudhanshu, Basu, Judhajeet, Raman, Dhananjay, Roychowdhury, Tamojeet
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creator Ahumada, Tomás
Anand, Shreya
Coughlin, Michael W
Gupta, Vaidehi
Kasliwal, Mansi M
Karambelkar, Viraj R
Stein, Robert D
Waratkar, Gaurav
Swain, Vishwajeet
Theophile Jegou du Laz
Anumarlapudi, Akash
Andreoni, Igor
Bulla, Mattia
Srinivasaragavan, Gokul P
Toivonen, Andrew
Wold, Avery
Bellm, Eric C
S Bradley Cenko
Kaplan, David L
Sollerman, Jesper
Bhalerao, Varun
Perley, Daniel
Salgundi, Anirudh
Suresh, Aswin
K-Ryan Hinds
Reusch, Simeon
Necker, Jannis
Cook, David O
Pletskova, Natalya
Singer, Leo P
Banerjee, Smaranika
Barna, Tyler
Copperwheat, Christopher M
Healy, Brian
R Weizmann Kiendrebeogo
Kumar, Harsh
Kumar, Ravi
Pezzella, Marianna
Sagues-Carracedo, Ana
Sravan, Niharika
Bloom, Joshua S
Chen, Tracy X
Graham, Matthew
Helou, George
Laher, Russ R
Mahabal, Ashish A
Purdum, Josiah
Anupama, G C
Barway, Sudhanshu
Basu, Judhajeet
Raman, Dhananjay
Roychowdhury, Tamojeet
description During the first half of the fourth observing run (O4a) of the International Gravitational Wave Network (IGWN), the Zwicky Transient Facility (ZTF) conducted a systematic search for kilonova (KN) counterparts to binary neutron star (BNS) and neutron star-black hole (NSBH) merger candidates. Here, we present a comprehensive study of the five high-significance (FAR < 1 per year) BNS and NSBH candidates in O4a. Our follow-up campaigns relied on both target-of-opportunity observations (ToO) and re-weighting of the nominal survey schedule to maximize coverage. We describe the toolkit we have been developing, Fritz, an instance of SkyPortal, instrumental in coordinating and managing our telescope scheduling, candidate vetting, and follow-up observations through a user-friendly interface. ZTF covered a total of 2841 deg\(^2\) within the skymaps of the high-significance GW events, reaching a median depth of g~20.2 mag. We circulated 15 candidates, but found no viable KN counterpart to any of the GW events. Based on the ZTF non-detections of the high-significance events in O4a, we used a Bayesian approach, nimbus, to quantify the posterior probability of KN model parameters that are consistent with our non-detections. Our analysis favors KNe with initial absolute magnitude fainter than -16 mag. The joint posterior probability of a GW170817-like KN associated with all our O4a follow-ups was 64%. Additionally, we use a survey simulation software, simsurvey, to determine that our combined filtered efficiency to detect a GW170817-like KN is 36%, when considering the 5 confirmed astrophysical events in O3 (1 BNS and 4 NSBH), along with our O4a follow-ups. Following Kasliwal et al. (2020), we derived joint constraints on the underlying KN luminosity function based on our O3 and O4a follow-ups, determining that no more than 76% of KNe fading at 1 mag/day can peak at a magnitude brighter than -17.5 mag.
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(2020), we derived joint constraints on the underlying KN luminosity function based on our O3 and O4a follow-ups, determining that no more than 76% of KNe fading at 1 mag/day can peak at a magnitude brighter than -17.5 mag.</description><subject>Bayesian analysis</subject><subject>Binary stars</subject><subject>Black holes</subject><subject>Candidates</subject><subject>Conditional probability</subject><subject>Gravitational waves</subject><subject>Luminosity</subject><subject>Neutron stars</subject><subject>Neutrons</subject><subject>Optical counterparts (astronomy)</subject><subject>Scheduling</subject><subject>Transients (astronomy)</subject><issn>2331-8422</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNqNjbEKwjAQQIMgKOo_HDgLNWlrcRXFzUEnFzlCaq_WpF6ulv69Dn6A0-PBgzdSU23MelWkWk_UIsY6SRKdb3SWmamqzg7ZVuTvUAaGO-ObBIWCxwZ6fDsIrZD9ig2dF8ctskToSSqQysG1J_sY4MLoIzkvcEBLDcmwhdg9n8gDhBJOKc7VuMQmusWPM7U87C-746rl8OpclFsdOv5e480kWWF0YXJj_qs-yglIZA</recordid><startdate>20240520</startdate><enddate>20240520</enddate><creator>Ahumada, Tomás</creator><creator>Anand, Shreya</creator><creator>Coughlin, Michael W</creator><creator>Gupta, Vaidehi</creator><creator>Kasliwal, Mansi M</creator><creator>Karambelkar, Viraj R</creator><creator>Stein, Robert D</creator><creator>Waratkar, Gaurav</creator><creator>Swain, Vishwajeet</creator><creator>Theophile Jegou du Laz</creator><creator>Anumarlapudi, Akash</creator><creator>Andreoni, Igor</creator><creator>Bulla, Mattia</creator><creator>Srinivasaragavan, Gokul P</creator><creator>Toivonen, Andrew</creator><creator>Wold, Avery</creator><creator>Bellm, Eric C</creator><creator>S Bradley Cenko</creator><creator>Kaplan, David L</creator><creator>Sollerman, Jesper</creator><creator>Bhalerao, Varun</creator><creator>Perley, Daniel</creator><creator>Salgundi, Anirudh</creator><creator>Suresh, Aswin</creator><creator>K-Ryan Hinds</creator><creator>Reusch, Simeon</creator><creator>Necker, Jannis</creator><creator>Cook, David O</creator><creator>Pletskova, Natalya</creator><creator>Singer, Leo P</creator><creator>Banerjee, Smaranika</creator><creator>Barna, Tyler</creator><creator>Copperwheat, Christopher M</creator><creator>Healy, Brian</creator><creator>R Weizmann Kiendrebeogo</creator><creator>Kumar, Harsh</creator><creator>Kumar, Ravi</creator><creator>Pezzella, Marianna</creator><creator>Sagues-Carracedo, Ana</creator><creator>Sravan, Niharika</creator><creator>Bloom, Joshua S</creator><creator>Chen, Tracy X</creator><creator>Graham, Matthew</creator><creator>Helou, George</creator><creator>Laher, Russ R</creator><creator>Mahabal, Ashish A</creator><creator>Purdum, Josiah</creator><creator>Anupama, G C</creator><creator>Barway, Sudhanshu</creator><creator>Basu, Judhajeet</creator><creator>Raman, Dhananjay</creator><creator>Roychowdhury, Tamojeet</creator><general>Cornell University Library, arXiv.org</general><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope></search><sort><creationdate>20240520</creationdate><title>Searching for gravitational wave optical counterparts with the Zwicky Transient Facility: summary of O4a</title><author>Ahumada, Tomás ; Anand, Shreya ; Coughlin, Michael W ; Gupta, Vaidehi ; Kasliwal, Mansi M ; Karambelkar, Viraj R ; Stein, Robert D ; Waratkar, Gaurav ; Swain, Vishwajeet ; Theophile Jegou du Laz ; Anumarlapudi, Akash ; Andreoni, Igor ; Bulla, Mattia ; Srinivasaragavan, Gokul P ; Toivonen, Andrew ; Wold, Avery ; Bellm, Eric C ; S Bradley Cenko ; Kaplan, David L ; Sollerman, Jesper ; Bhalerao, Varun ; Perley, Daniel ; Salgundi, Anirudh ; Suresh, Aswin ; K-Ryan Hinds ; Reusch, Simeon ; Necker, Jannis ; Cook, David O ; Pletskova, Natalya ; Singer, Leo P ; Banerjee, Smaranika ; Barna, Tyler ; Copperwheat, Christopher M ; Healy, Brian ; R Weizmann Kiendrebeogo ; Kumar, Harsh ; Kumar, Ravi ; Pezzella, Marianna ; Sagues-Carracedo, Ana ; Sravan, Niharika ; Bloom, Joshua S ; Chen, Tracy X ; Graham, Matthew ; Helou, George ; Laher, Russ R ; Mahabal, Ashish A ; Purdum, Josiah ; Anupama, G C ; Barway, Sudhanshu ; Basu, Judhajeet ; Raman, Dhananjay ; Roychowdhury, Tamojeet</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-proquest_journals_30583283633</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Bayesian analysis</topic><topic>Binary stars</topic><topic>Black holes</topic><topic>Candidates</topic><topic>Conditional probability</topic><topic>Gravitational waves</topic><topic>Luminosity</topic><topic>Neutron stars</topic><topic>Neutrons</topic><topic>Optical counterparts (astronomy)</topic><topic>Scheduling</topic><topic>Transients (astronomy)</topic><toplevel>online_resources</toplevel><creatorcontrib>Ahumada, Tomás</creatorcontrib><creatorcontrib>Anand, Shreya</creatorcontrib><creatorcontrib>Coughlin, Michael W</creatorcontrib><creatorcontrib>Gupta, Vaidehi</creatorcontrib><creatorcontrib>Kasliwal, Mansi M</creatorcontrib><creatorcontrib>Karambelkar, Viraj R</creatorcontrib><creatorcontrib>Stein, Robert D</creatorcontrib><creatorcontrib>Waratkar, Gaurav</creatorcontrib><creatorcontrib>Swain, Vishwajeet</creatorcontrib><creatorcontrib>Theophile Jegou du Laz</creatorcontrib><creatorcontrib>Anumarlapudi, Akash</creatorcontrib><creatorcontrib>Andreoni, Igor</creatorcontrib><creatorcontrib>Bulla, Mattia</creatorcontrib><creatorcontrib>Srinivasaragavan, Gokul P</creatorcontrib><creatorcontrib>Toivonen, Andrew</creatorcontrib><creatorcontrib>Wold, Avery</creatorcontrib><creatorcontrib>Bellm, Eric C</creatorcontrib><creatorcontrib>S Bradley Cenko</creatorcontrib><creatorcontrib>Kaplan, David L</creatorcontrib><creatorcontrib>Sollerman, Jesper</creatorcontrib><creatorcontrib>Bhalerao, Varun</creatorcontrib><creatorcontrib>Perley, Daniel</creatorcontrib><creatorcontrib>Salgundi, Anirudh</creatorcontrib><creatorcontrib>Suresh, Aswin</creatorcontrib><creatorcontrib>K-Ryan Hinds</creatorcontrib><creatorcontrib>Reusch, Simeon</creatorcontrib><creatorcontrib>Necker, Jannis</creatorcontrib><creatorcontrib>Cook, David O</creatorcontrib><creatorcontrib>Pletskova, Natalya</creatorcontrib><creatorcontrib>Singer, Leo P</creatorcontrib><creatorcontrib>Banerjee, Smaranika</creatorcontrib><creatorcontrib>Barna, Tyler</creatorcontrib><creatorcontrib>Copperwheat, Christopher M</creatorcontrib><creatorcontrib>Healy, Brian</creatorcontrib><creatorcontrib>R Weizmann Kiendrebeogo</creatorcontrib><creatorcontrib>Kumar, Harsh</creatorcontrib><creatorcontrib>Kumar, Ravi</creatorcontrib><creatorcontrib>Pezzella, Marianna</creatorcontrib><creatorcontrib>Sagues-Carracedo, Ana</creatorcontrib><creatorcontrib>Sravan, Niharika</creatorcontrib><creatorcontrib>Bloom, Joshua S</creatorcontrib><creatorcontrib>Chen, Tracy X</creatorcontrib><creatorcontrib>Graham, Matthew</creatorcontrib><creatorcontrib>Helou, George</creatorcontrib><creatorcontrib>Laher, Russ R</creatorcontrib><creatorcontrib>Mahabal, Ashish A</creatorcontrib><creatorcontrib>Purdum, Josiah</creatorcontrib><creatorcontrib>Anupama, G C</creatorcontrib><creatorcontrib>Barway, Sudhanshu</creatorcontrib><creatorcontrib>Basu, Judhajeet</creatorcontrib><creatorcontrib>Raman, Dhananjay</creatorcontrib><creatorcontrib>Roychowdhury, Tamojeet</creatorcontrib><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>Engineering Collection</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ahumada, Tomás</au><au>Anand, Shreya</au><au>Coughlin, Michael W</au><au>Gupta, Vaidehi</au><au>Kasliwal, Mansi M</au><au>Karambelkar, Viraj R</au><au>Stein, Robert D</au><au>Waratkar, Gaurav</au><au>Swain, Vishwajeet</au><au>Theophile Jegou du Laz</au><au>Anumarlapudi, Akash</au><au>Andreoni, Igor</au><au>Bulla, Mattia</au><au>Srinivasaragavan, Gokul P</au><au>Toivonen, Andrew</au><au>Wold, Avery</au><au>Bellm, Eric C</au><au>S Bradley Cenko</au><au>Kaplan, David L</au><au>Sollerman, Jesper</au><au>Bhalerao, Varun</au><au>Perley, Daniel</au><au>Salgundi, Anirudh</au><au>Suresh, Aswin</au><au>K-Ryan Hinds</au><au>Reusch, Simeon</au><au>Necker, Jannis</au><au>Cook, David O</au><au>Pletskova, Natalya</au><au>Singer, Leo P</au><au>Banerjee, Smaranika</au><au>Barna, Tyler</au><au>Copperwheat, Christopher M</au><au>Healy, Brian</au><au>R Weizmann Kiendrebeogo</au><au>Kumar, Harsh</au><au>Kumar, Ravi</au><au>Pezzella, Marianna</au><au>Sagues-Carracedo, Ana</au><au>Sravan, Niharika</au><au>Bloom, Joshua S</au><au>Chen, Tracy X</au><au>Graham, Matthew</au><au>Helou, George</au><au>Laher, Russ R</au><au>Mahabal, Ashish A</au><au>Purdum, Josiah</au><au>Anupama, G C</au><au>Barway, Sudhanshu</au><au>Basu, Judhajeet</au><au>Raman, Dhananjay</au><au>Roychowdhury, Tamojeet</au><format>book</format><genre>document</genre><ristype>GEN</ristype><atitle>Searching for gravitational wave optical counterparts with the Zwicky Transient Facility: summary of O4a</atitle><jtitle>arXiv.org</jtitle><date>2024-05-20</date><risdate>2024</risdate><eissn>2331-8422</eissn><abstract>During the first half of the fourth observing run (O4a) of the International Gravitational Wave Network (IGWN), the Zwicky Transient Facility (ZTF) conducted a systematic search for kilonova (KN) counterparts to binary neutron star (BNS) and neutron star-black hole (NSBH) merger candidates. Here, we present a comprehensive study of the five high-significance (FAR &lt; 1 per year) BNS and NSBH candidates in O4a. Our follow-up campaigns relied on both target-of-opportunity observations (ToO) and re-weighting of the nominal survey schedule to maximize coverage. We describe the toolkit we have been developing, Fritz, an instance of SkyPortal, instrumental in coordinating and managing our telescope scheduling, candidate vetting, and follow-up observations through a user-friendly interface. ZTF covered a total of 2841 deg\(^2\) within the skymaps of the high-significance GW events, reaching a median depth of g~20.2 mag. We circulated 15 candidates, but found no viable KN counterpart to any of the GW events. Based on the ZTF non-detections of the high-significance events in O4a, we used a Bayesian approach, nimbus, to quantify the posterior probability of KN model parameters that are consistent with our non-detections. Our analysis favors KNe with initial absolute magnitude fainter than -16 mag. The joint posterior probability of a GW170817-like KN associated with all our O4a follow-ups was 64%. Additionally, we use a survey simulation software, simsurvey, to determine that our combined filtered efficiency to detect a GW170817-like KN is 36%, when considering the 5 confirmed astrophysical events in O3 (1 BNS and 4 NSBH), along with our O4a follow-ups. Following Kasliwal et al. (2020), we derived joint constraints on the underlying KN luminosity function based on our O3 and O4a follow-ups, determining that no more than 76% of KNe fading at 1 mag/day can peak at a magnitude brighter than -17.5 mag.</abstract><cop>Ithaca</cop><pub>Cornell University Library, arXiv.org</pub><oa>free_for_read</oa></addata></record>
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subjects Bayesian analysis
Binary stars
Black holes
Candidates
Conditional probability
Gravitational waves
Luminosity
Neutron stars
Neutrons
Optical counterparts (astronomy)
Scheduling
Transients (astronomy)
title Searching for gravitational wave optical counterparts with the Zwicky Transient Facility: summary of O4a
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