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<ri:Resource created="2026-04-24T09:25:16Z" status="active" updated="2026-06-15T00:00:00Z" version="1.2" xmlns:cs="http://www.ivoa.net/xml/ConeSearch/v1.0" xmlns:ri="http://www.ivoa.net/xml/RegistryInterface/v1.0" xmlns:vr="http://www.ivoa.net/xml/VOResource/v1.0" xmlns:vs="http://www.ivoa.net/xml/VODataService/v1.1" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.ivoa.net/xml/ConeSearch/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/ConeSearch.xsd http://www.ivoa.net/xml/VOResource/v1.0 http://vo.ari.uni-heidelberg.de/docs/schemata/VOResource.xsd http://www.ivoa.net/xml/VODataService/v1.1 http://vo.ari.uni-heidelberg.de/docs/schemata/VODataService.xsd" xsi:type="vs:CatalogService"><title>Milky Way halo Gaia DR3 RR Lyrae stars</title><shortName>J/A+A/708/A384</shortName><identifier>ivo://CDS.VizieR/J/A+A/708/A384</identifier><curation><publisher ivo-id="ivo://CDS">CDS</publisher><creator><name>Muraveva T.</name></creator><creator><name>Monti L.</name></creator><creator><name>Massari D.</name></creator><creator><name>De Leo M.</name></creator><creator><name>Garofalo A.</name></creator><creator><name>Clementini G.,Ceccarelli E.</name></creator><creator><name>Michelucci U.</name></creator><date role="Updated">2026-05-19T14:14:26Z</date><date role="Created">2026-04-24T09:25:16Z</date><contact><name>CDS support team</name><address>CDS, Observatoire de Strasbourg, 11 rue de l'Universite, F-67000 Strasbourg, France</address><email>cds-question@unistra.fr</email></contact></curation><content><subject>milky-way-galaxy</subject><subject>variable-stars</subject><subject>proper-motions</subject><subject>metallicity</subject><subject>visible-astronomy</subject><description>The Milky Way (MW) stellar halo, containing debris from past accretion events, serves as a fossil record of hierarchical mass assembly. Due to their distinct properties, RR Lyrae stars (RRLs) serve as excellent tracers for identifying and characterising the halo's sub-structures. Thanks to the advent of Gaia Data Release 3 (DR3), which includes high-precision positions, parallaxes, proper motions, and radial velocities, along with the identification and characterisation of thousands of RRLs, it has become possible to study the distribution, kinematics, and metallicity of RRLs in the various dynamical sub-structures with unprecedented detail. Our primary goal is to identify and characterise the dynamical sub-structures of the MW halo using RRLs from Gaia DR3. Methods. We analysed a sample of 4933 RRLs, for which we calculated the integrals of motion and orbital parameters. We applied the domain-informed novelty detection CLustering in Multiphase Boundaries (CLiMB) framework to identify RRL membership in the MW sub-structures. We then used newly calibrated photometric metallicities available in the literature to study the metallicity distributions of RRLs in different sub-structures. We analysed the metallicity distributions of RRLs in major accreted system remnants as a snapshot of their chemical evolutionary status during early epochs. We calculated the weighted mean metallicity ([Fe/H]) and the corresponding standard deviation for Gaia Sausage/Enceladus ([Fe/H]=-1.57+/-0.25dex), Sequoia ([Fe/H]=-1.64+/-0.26dex), and the Helmi streams ([Fe/H]=-1.66+/-0.19dex). The metallicity distribution of RRLs in Thamnos was found to be bimodal, with the metal-poor peak likely representing the genuine (i.e. true) accreted Thamnos population ([Fe/H]=-1.94+/-0.20dex), in agreement with recent works based on spectroscopic abundances. Our analysis shows that the sub-structures ED-1 and L-RL3 are highly contaminated by thick-disc stars. However, the metal-poor tails in their metallicity distributions might be signatures of remnants from small accreted systems. We also identified some over-densities of RRLs in correspondence with the recently reported sub-structures Shiva and Shakti, which we suggest are of an in situ origin. Finally, we applied the RRL-based mass-metallicity relation of galaxies to test the nature of the identified dynamical sub-structures.</description><source format="bibcode">2026A&amp;A...708A.384M</source><referenceURL>https://cdsarc.cds.unistra.fr/viz-bin/cat/J/A+A/708/A384</referenceURL><type>Catalog</type><contentLevel>Research</contentLevel><relationship><relationshipType>IsServedBy</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/TAP">TAP VizieR generic service</relatedResource></relationship><relationship><relationshipType>IsServedBy</relationshipType><relatedResource>Conesearch service</relatedResource></relationship><relationship><relationshipType>related-to</relationshipType><relatedResource ivo-id="ivo://CDS.VizieR/I/355">I/355 : Gaia DR3 Part 1. Main source (Gaia Collaboration, 2022)</relatedResource></relationship></content><rights>https://cds.unistra.fr/vizier-org/licences_vizier.html</rights><capability><interface xsi:type="vr:WebBrowser"><accessURL use="full">https://vizier.cds.unistra.fr/viz-bin/VizieR-2?-source=J/A+A/708/A384</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/VizieR-2?-source=J/A+A/708/A384</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South Africa">http://vizieridia.saao.ac.za/viz-bin/VizieR-2?-source=J/A+A/708/A384</mirrorURL></interface></capability><capability><interface xsi:type="vs:ParamHTTP"><accessURL use="base">https://vizier.cds.unistra.fr/viz-bin/votable?-source=J/A+A/708/A384</accessURL><mirrorURL title="VizieR at IUCAA: Pune, India">https://vizier.iucaa.in/viz-bin/votable?-source=J/A+A/708/A384</mirrorURL><mirrorURL title="VizieR at SAAO: SAAO, South 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37947 37950 37952-37953 37970 37994 38009 38065 38076 38087 38089 38098 38136 38154 38160-38161 38172 38180 38186 38199 38202 38207 38213 38219 38233 38247 38256 38259 38274 38283 38304 38308 38314 38329 38346 38350 38360 38393 38425 38431 38456 38459 38465-38466 38468 38478 38487 38503 38511 38523 38557 38569 38582 38591 38595 38620-38621 38645 38649 38656 38662-38663 38665 38680 38682 38686 38698 38708 38723 38727 38731 38742 38755-38756 38762 38770 38772 38775 38789 38793 38806 38809 38811 38841 38864 38866 38875 38895 38898 38909 38916 38939 38941 38947 38984 39003 39006-39007 39014 39077 39081 39098 39105 39113 39138 39142 39152-39153 39218 39222 39226 39242 39292 39313 39316 39333 39373 39377 39403 39406 39411 39441 39444 39475 39516 39522 39526 39547 39555 39578 39605 39631 39633 39655 39659 39668 39670 39687 39714 39762 39767 39773 39777 39814 39835 39839 39860 39878 39900 39910 39946 39963 39970 39985 40017 40029 40047-40048 40059 40066 40070-40071 40126 40146 40161-40162 40167 40203 40227 40272 40280 40303 40320 40334 40345 40357 40362 40423 40429-40430 40448 40451 40475 40483 40496 40502 40506 40518 40552-40553 40555-40556 40564 40581 40585 40590 40592 40604 40606 40646 40651 40655 40658 40682 40722 40767-40769 40778 40786 40801 40806 40811 40831 40882 40905 40911 40916 40924 40938 40951 40962 40972 40979 40983 40988 40998 41001 41011 41016 41018 41021-41022 41024 41027 41033-41034 41036 41039 41049 41057 41066 41068-41069 41079-41081 41091 41095 41097 41100 41103 41109 41113 41118 41132 41145-41146 41151 41153 41161 41174 41177 41183 41191 41200 41204 41206 41214-41215 41217 41219 41221 41227 41231-41232 41235 41243 41248 41252 41254 41260 41262-41263 41268 41272 41275-41276 41281 41283 41285-41286 41290 41292 41297 41299 41302 41311 41320 41335 41338-41339 41345 41350-41351 41355-41357 41360 41364-41365 41367-41368 41371 41373 41376 41386 41391 41394 41396-41397 41399 41401-41402 41405 41409 41419 41424 41426-41427 41433 41437-41438 41440 41442-41444 41449 41456 41458 41466 41470 41486-41487 41492 41501-41502 41505 41511 41520 41524 41542 41544 41551-41552 41561 41571 41577 41606 41616 41622-41625 41633 41644 41650 41656 41664 41692 41710 41715 41717 41722 41726 41732 41736 41755 41759 41790 41805 41839 41846-41847 41865 41885 41889-41890 41901 41914 41917 41920-41921 41928-41929 41937 41939 41941 41944-41946 41956 41963-41964 41967 41971-41972 41974 41982 41986-41987 41990-41991 41994 41998-41999 42001-42002 42004 42007 42015-42016 42018-42019 42021-42022 42024 42030-42032 42041-42042 42046 42048-42049 42053 42056 42059-42061 42063-42064 42068 42075 42077 42080-42081 42083-42084 42088-42089 42091-42093 42097 42100 42107 42109-42110 42112 42114 42122 42124 42131 42133 42137-42141 42146 42151 42153 42162 42176 42179 42181-42182 42235 42241-42242 42244-42245 42260 42262-42264 42270 42273 42280-42281 42289-42290 42298 42310 42316 42319 42322 42327 42329 42332-42333 42335 42340-42341 42349 42353 42373 42379 42414-42415 42417 42423 42427 42430 42442 42474 42486 42497 42525 42531 42536 42541-42543 42548 42551 42574 42576 42590 42599-42600 42604 42608 42623-42624 42627 42630 42632 42636 42638 42641 42643 42652 42655 42659 42665 42670-42672 42676-42677 42679 42687-42689 42695 42697-42698 42700 42707-42708 42711-42712 42720 42728 42731 42738-42741 42749 42751 42768 42794-42795 42800 42803-42804 42807-42810 42820 42822-42823 42829 42841 42851-42853 42859 42870-42871 42876-42878 42881 42886-42889 42892 42894-42895 42897 42899 42907 42912-42913 42916 42918 42922 42926 42932 42934-42936 42938-42939 42942-42943 42951 42954-42956 42958 42960 42964-42965 42978 42985-42986 42989-42990 43002 43004 43045 43050 43053 43057-43058 43061-43062 43068 43078 43083 43090 43098 43104 43124 43132 43151 43155 43158-43159 43172 43181-43182 43184 43200 43207 43210-43211 43225-43227 43230 43232-43233 43244-43245 43249 43255-43256 43260 43263 43266 43269 43271 43273-43274 43302 43305 43312 43317-43318 43324 43332 43344 43348 43353 43356-43357 43366 43379 43388 43391 43395 43399 43403-43405 43407-43409 43412-43413 43416 43419 43427 43429 43446 43460 43465 43473-43474 43476-43477 43481 43489 43491 43493 43506 43510 43515-43516 43524 43538 43547 43558 43564 43566 43575 43580 43585 43592 43594 43605 43612 43616 43621-43622 43630 43638 43647 43654 43664 43666 43671 43699 43702 43711-43712 43719 43745 43758 43762 43764 43773 43778 43780 43782 43788 43791 43794-43795 43800-43801 43803 43807 43809 43813 43816 43821 43823 43830 43833 43839 43852 43868 43876 43884 43898 43903 43919 43927 43931 43934-43935 43938-43940 43948 43970 43972 43974 43977 43984 44002 44008 44010 44013 44022 44030 44032 44034 44036 44041 44049 44060-44062 44065 44073-44076 44083 44093 44097 44100 44102 44105 44108 44115 44125 44127 44129 44132 44142 44145-44146 44150 44157 44161 44166 44171-44173 44175 44181 44190 44192 44212 44214 44219 44233 44241-44242 44244-44245 44249 44254 44256-44257 44259-44260 44264 44281 44285 44288-44289 44295 44297 44300 44302-44303 44312-44313 44317 44320 44326 44332 44337-44338 44347 44349 44351-44352 44356 44363-44365 44367 44383-44384 44396 44398-44399 44405 44412 44421 44425 44434 44437 44445 44447 44453 44458 44466 44473-44474 44477 44481 44484 44489 44491 44493 44498-44499 44510 44513 44521 44526 44530 44534-44536 44541-44542 44553 44559 44564 44581 44588 44590 44593 44595 44600 44607 44618 44640-44641 44647-44648 44653 44660 44666-44668 44675 44681 44700 44716-44717 44720 44726 44731 44739 44742 44754 44758 44774 44782 44797 44800 44815-44817 44821-44822 44828-44829 44836 44839 44846 44851 44854 44860 44887 44897 44901 44908 44913-44914 44919 44921 44924 44927 44934 44940 44942-44943 44947 44951 44956 44960-44961 44967 44973 45000 45003 45005 45012-45013 45038 45050 45056 45058-45059 45062 45064 45068-45069 45086-45089 45095 45098-45099 45112 45115 45119 45125 45137 45140-45141 45146 45149 45152-45153 45157 45164 45199 45202 45206 45208 45215 45224 45228 45231 45238 45241 45243 45257 45260-45261 45276-45277 45284 45292 45307 45324 45328 45330 45337 45344 45347 45359 45369 45374 45389 45397 45400 45406 45408 45414 45416 45421 45429 45448 45453 45458 45465 45483 45490 45500 45503-45504 45518 45531-45532 45537 45539 45545-45546 45557 45562 45583 45585 45590 45596 45602-45604 45610 45624 45626 45632 45643 45651 45654 45662 45664 45667 45670 45676 45678 45684 45688 45691 45697 45701 45706-45707 45713 45716-45718 45720 45734 45737-45738 45741 45753 45755-45757 45765 45767-45768 45774-45775 45782 45786-45787 45790 45796-45798 45800 45811 45814 45820 45825 45830 45841 45857 45859 45864 45866 45872-45873 45876 45881 45892 45897 45899 45917 45923 45928 45930 45943 45949 45957 45963 45977 45981-45982 45986 45988-45989 45991-45992 45994-45995 45997-45998 46002 46013 46018-46020 46030 46041 46056 46062 46069 46098 46118 46126 46130 46163 46172 46192 46200 46204 46211 46213 46216 46220 46223 46242 46246 46248 46260 46264 46267 46270 46274 46293 46325 46327-46328 46351 46373 46375 46378 46393-46394 46397 46423 46428 46440 46454 46491 46502 46516 46520 46539 46560 46564 46575 46586 46605-46606 46609 46620 46627 46632 46640-46641 46646 46650 46655 46665-46666 46668 46671 46679 46683 46686 46701 46714 46727 46732 46741 46748 46755-46756 46769 46772 46785-46786 46799 46816-46817 46821 46824 46833 46835 46841 46866 46893 46902 46911 46924 46941 46957 46974-46975 47015 47021 47027 47029 47043 47048 47050 47073-47074 47106 47110 47112-47113 47115 47117-47118 47126 47128-47129 47135 47139-47140 47147 47149 47154 47156 47159-47160 47162 47164-47166 47173-47174 47181 47184 47186 47206 47217 47228-47229 47233 47239 47241-47242 47245 47249 47251 47259 47261-47263 47266-47267 47270 47272-47274 47282 47284-47285 47288 47293 47296 47299-47300 47302 47304-47306 47311 47313 47316 47320 47323 47327 47331 47337-47340 47342-47343 47355 47358 47364 47366 47369-47371 47381 47384 47387 47392 47394-47395 47403-47404 47413 47419 47422 47424-47426 47429 47431-47432 47435 47437 47444 47457 47467-47468 47475 47478-47479 47481 47483 47488 47491 47495-47497 47499 47508 47510 47516 47520 47527 47535 47540 47550 47554 47564-47565 47576 47586 47590 47597-47598 47601 47603 47607 47616 47618-47620 47622 47628 47631-47633 47635 47637-47639 47641-47642 47645 47654 47656 47661 47663 47667 47669-47670 47672 47674 47678 47681 47686 47690 47693 47697 47699 47701 47711-47712 47715 47720 47722 47725 47730 47734 47746-47747 47749 47756-47757 47767-47768 47771-47774 47776 47778 47780-47781 47784 47786 47791 47793-47795 47801 47805-47807 47810 47813 47818-47821 47827 47829 47834 47842 47846 47848 47850-47851 47856 47862 47865-47866 47872-47873 47882 47896 47902 47916 47923-47924 47927 47931 47937-47938 47947 47953 47958-47959 47962 47969 47972 47974-47975 47980 47986 47989 47992 47998 48008 48011 48017 48024-48025 48029 48033 48036-48037 48040-48041 48044-48045 48048-48049 48051 48053 48055 48058 48069 48072 48074-48075 48077 48081 48085 48088-48089 48091-48093 48095 48099 48108 48111 48113 48117 48128 48131 48137 48141 48145 48151 48153-48154 48165 48169 48174 48176 48183 48186 48189 48197 48212 48228 48234-48235 48237 48241 48243 48254 48259 48262 48273-48274 48285-48286 48290 48296 48298 48301 48309-48310 48312 48317 48320 48323 48330 48340 48355 48358 48368 48378 48380 48385 48398 48422 48437 48439 48443 48459 48462 48474-48475 48483 48519 48526 48535 48542 48544 48549 48576 48579 48585 48598 48601 48603 48610-48611 48640 48647 48650 48661 48663 48668-48670 48672 48674 48680 48687 48694 48707-48708 48710 48712-48713 48715-48716 48753 48755 48767 48773 48776 48782 48792 48797 48800-48801 48804 48806-48807 48811 48814-48816 48822-48823 48825 48830 48836 48840 48843 48856 48858 48868 48874 48878-48879 48882-48883 48886 48896-48897 48900 48904 48911 48913 48916 48920-48921 48934 48937 48946 48952 48957-48958 48964 48977 48995 49005-49006 49011 49017 49023 49025 49030 49034-49035 49038 49049-49051 49056 49058 49061 49083 49086-49087 49098 49102-49103 49121 49126 49130 49132 49134 49136 49147</spatial><footprint ivo-id="ivo://ivoa.net/std/moc">https://cdsarc.cds.unistra.fr/viz-bin/moc/J/A+A/708/A384?format=ascii</footprint><waveband>Optical</waveband></coverage><tableset><schema><name>default</name><table><name>J/A+A/708/A384/tablea1</name><description>Parameters of the 4933 RR Lyrae stars in the reference sample</description><column><name>recno</name><description>Record number assigned by the VizieR team. Should Not be used for identification.</description><ucd>meta.record</ucd><dataType xsi:type="vs:VOTableType">int</dataType></column><column><name>GaiaDR3</name><description>Gaia DR3 source identifier</description><ucd>meta.id;meta.main</ucd></column><column><name>RA_ICRS</name><description>Right Ascension (ICRS) at Ep=2016.0</description><unit>deg</unit><ucd>pos.eq.ra;meta.main</ucd></column><column><name>DE_ICRS</name><description>Declination (ICRS) at Ep=2016.0</description><unit>deg</unit><ucd>pos.eq.dec;meta.main</ucd></column><column><name>pmRA</name><description>Proper motion in right ascension direction</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.ra</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>pmDE</name><description>Proper motion in declination direction</description><unit>mas/yr</unit><ucd>pos.pm;pos.eq.dec</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Lz</name><description>Angular momentum along the Z-axis</description><unit>kpc.km/s</unit><ucd>phys.angMomentum</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>E</name><description>Total energy</description><unit>km**2.s**-2</unit><ucd>src.orbital</ucd><dataType xsi:type="vs:VOTableType">double</dataType></column><column><name>Lperp</name><description>Component of angular momentum perpendicular to Lz</description><unit>kpc.km/s</unit><ucd>phys.angMomentum</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>ecc</name><description>Eccentricity</description><ucd>src.orbital.eccentricity</ucd><dataType xsi:type="vs:VOTableType">float</dataType></column><column><name>[Fe/H]</name><description>? Photometric metallicity</description><ucd>phys.abund.Z</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>e_[Fe/H]</name><description>? Uncertainty of the photometric metallicity</description><ucd>stat.error;phys.abund.Fe</ucd><dataType xsi:type="vs:VOTableType">float</dataType><flag>nullable</flag></column><column><name>Substruc</name><description>Name of the sub-structure</description><ucd>meta.id.parent</ucd><dataType xsi:type="vs:VOTableType" arraysize="13*">char</dataType></column><column><name>_RA.icrs</name><description>Right ascension (ICRS) at Epoch=J2000, proper motions taken into account</description><unit>deg</unit><ucd>pos.eq.ra</ucd><flag>indexed</flag></column><column><name>_DE.icrs</name><description>Declination (ICRS) at Epoch=J2000, proper motions taken into account</description><unit>deg</unit><ucd>pos.eq.dec</ucd><flag>indexed</flag></column></table></schema></tableset></ri:Resource>