Updated dark pixel fraction constraints on reionization’s end from the Lyman-series forests of XQR-30

The fraction of ‘dark pixels’ in the Ly$\alpha$ and other Lyman-series forests at $z\sim 5$-6 provides a powerful constraint on the end of the reionization process. Any spectral region showing transmission must be highly ionized, while dark regions could be ionized or neutral, thus the dark pixel fr...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Davies, Frederick B. (VerfasserIn) , Bosman, Sarah (VerfasserIn) , D’Odorico, Valentina (VerfasserIn) , Campo, Sofia (VerfasserIn) , Mesinger, Andrei (VerfasserIn) , Qin, Yuxiang (VerfasserIn) , Becker, George D (VerfasserIn) , Bañados, Eduardo (VerfasserIn) , Chen, Huanqing (VerfasserIn) , Cristiani, Stefano (VerfasserIn) , Fan, Xiaohui (VerfasserIn) , Gallerani, Simona (VerfasserIn) , Haehnelt, Martin G (VerfasserIn) , Keating, Laura C (VerfasserIn) , Lai, Samuel (VerfasserIn) , Ryan-Weber, Emma (VerfasserIn) , Wang, Feige (VerfasserIn) , Yang, Jinyi (VerfasserIn) , Zhu, Yongda (VerfasserIn)
Dokumenttyp: Article (Journal)
Sprache:Englisch
Veröffentlicht: January 2026
In: Monthly notices of the Royal Astronomical Society
Year: 2026, Jahrgang: 545, Heft: 2, Pages: 1-19
ISSN:1365-2966
DOI:10.1093/mnras/staf1862
Online-Zugang:Verlag, kostenfrei, Volltext: https://doi.org/10.1093/mnras/staf1862
Volltext
Verfasserangaben:Frederick B. Davies, Sarah E.I. Bosman, Valentina D’Odorico, Sofia Campo, Andrei Mesinger, Yuxiang Qin, George D. Becker, Eduardo Bañados, Huanqing Chen, Stefano Cristiani, Xiaohui Fan, Simona Gallerani, Martin G. Haehnelt, Laura C. Keating, Samuel Lai, Emma Ryan-Weber, Feige Wang, Jinyi Yang and Yongda Zhu

MARC

LEADER 00000naa a2200000 c 4500
001 1961780488
003 DE-627
005 20260219115644.0
007 cr uuu---uuuuu
008 260219s2026 xx |||||o 00| ||eng c
024 7 |a 10.1093/mnras/staf1862  |2 doi 
035 |a (DE-627)1961780488 
035 |a (DE-599)KXP1961780488 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 29  |2 sdnb 
100 1 |a Davies, Frederick B.  |e VerfasserIn  |0 (DE-588)1192316126  |0 (DE-627)1670632318  |4 aut 
245 1 0 |a Updated dark pixel fraction constraints on reionization’s end from the Lyman-series forests of XQR-30  |c Frederick B. Davies, Sarah E.I. Bosman, Valentina D’Odorico, Sofia Campo, Andrei Mesinger, Yuxiang Qin, George D. Becker, Eduardo Bañados, Huanqing Chen, Stefano Cristiani, Xiaohui Fan, Simona Gallerani, Martin G. Haehnelt, Laura C. Keating, Samuel Lai, Emma Ryan-Weber, Feige Wang, Jinyi Yang and Yongda Zhu 
264 1 |c January 2026 
300 |b Illustrationen 
300 |a 19 
336 |a Text  |b txt  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Veröffentlicht: 29. Oktober 2025 
500 |a Gesehen am 19.02.2026 
520 |a The fraction of ‘dark pixels’ in the Ly$\alpha$ and other Lyman-series forests at $z\sim 5$-6 provides a powerful constraint on the end of the reionization process. Any spectral region showing transmission must be highly ionized, while dark regions could be ionized or neutral, thus the dark pixel fraction provides a (nearly) model independent upper limit to the volume-filling fraction of the neutral intergalactic medium, modulo choices in binning scale and dark pixel definition. Here, we provide updated measurements of the 3.3 comoving Mpc dark pixel fraction at $z=4.85$-6.25 in the Ly$\alpha$, Ly$\beta$, and Ly$\gamma$ forests of 34 deep $5.8 \lesssim z\lesssim 6.6$ quasar spectra from the (enlarged) XQR−30 sample. Using the negative pixel method to measure the dark pixel fraction, we derive fiducial $1\sigma$ upper limits on the volume-average neutral hydrogen fraction of $\langle x_{\rm HI} \rangle \le \lbrace 0.030+0.048,0.095+0.037,0.191+0.056,0.199+0.087\rbrace$ at $\bar{z}=\lbrace 5.481,5.654,5.831,6.043\rbrace$ from the optimally sensitive combination of the Ly$\beta$ and Ly$\gamma$ forests. We further demonstrate an alternative method that treats the forest flux as a mixture of dark and transparent regions, where the latter are modelled using a physically motivated parametric form for the intrinsic opacity distribution. The resulting model-dependent upper limits on $\langle x_{\rm HI} \rangle$ are similar to those derived from our fiducial model-independent analysis. We confirm that the bulk of reionization must be finished at $z>6$, while leaving room for an extended ‘soft landing’ to the reionization history down to $z\sim 5.4$ suggested by Ly$\alpha$ forest opacity fluctuations. 
700 1 |a Bosman, Sarah  |e VerfasserIn  |0 (DE-588)1297436172  |0 (DE-627)185378124X  |4 aut 
700 1 |a D’Odorico, Valentina  |e VerfasserIn  |4 aut 
700 1 |a Campo, Sofia  |e VerfasserIn  |4 aut 
700 1 |a Mesinger, Andrei  |e VerfasserIn  |4 aut 
700 1 |a Qin, Yuxiang  |e VerfasserIn  |4 aut 
700 1 |a Becker, George D  |e VerfasserIn  |4 aut 
700 1 |a Bañados, Eduardo  |e VerfasserIn  |4 aut 
700 1 |a Chen, Huanqing  |e VerfasserIn  |4 aut 
700 1 |a Cristiani, Stefano  |e VerfasserIn  |4 aut 
700 1 |a Fan, Xiaohui  |e VerfasserIn  |4 aut 
700 1 |a Gallerani, Simona  |e VerfasserIn  |4 aut 
700 1 |a Haehnelt, Martin G  |e VerfasserIn  |4 aut 
700 1 |a Keating, Laura C  |e VerfasserIn  |4 aut 
700 1 |a Lai, Samuel  |e VerfasserIn  |4 aut 
700 1 |a Ryan-Weber, Emma  |e VerfasserIn  |4 aut 
700 1 |a Wang, Feige  |e VerfasserIn  |4 aut 
700 1 |a Yang, Jinyi  |e VerfasserIn  |4 aut 
700 1 |a Zhu, Yongda  |e VerfasserIn  |4 aut 
773 0 8 |i Enthalten in  |a Royal Astronomical Society  |t Monthly notices of the Royal Astronomical Society  |d Oxford : Oxford Univ. Press, 1827  |g 545(2026), 2 vom: Jan., Artikel-ID staf1862, Seite 1-19  |h Online-Ressource  |w (DE-627)314059164  |w (DE-600)2016084-7  |w (DE-576)090955420  |x 1365-2966  |7 nnas 
773 1 8 |g volume:545  |g year:2026  |g number:2  |g month:01  |g elocationid:staf1862  |g pages:1-19  |g extent:19  |a Updated dark pixel fraction constraints on reionization’s end from the Lyman-series forests of XQR-30 
856 4 0 |u https://doi.org/10.1093/mnras/staf1862  |x Verlag  |x Resolving-System  |z kostenfrei  |3 Volltext  |7 0 
951 |a AR 
992 |a 20260219 
993 |a Article 
994 |a 2026 
998 |g 1297436172  |a Bosman, Sarah  |m 1297436172:Bosman, Sarah  |d 130000  |d 130300  |e 130000PB1297436172  |e 130300PB1297436172  |k 0/130000/  |k 1/130000/130300/  |p 2 
999 |a KXP-PPN1961780488  |e 4920255055 
BIB |a Y 
SER |a journal 
JSO |a {"name":{"displayForm":["Frederick B. Davies, Sarah E.I. Bosman, Valentina D’Odorico, Sofia Campo, Andrei Mesinger, Yuxiang Qin, George D. Becker, Eduardo Bañados, Huanqing Chen, Stefano Cristiani, Xiaohui Fan, Simona Gallerani, Martin G. Haehnelt, Laura C. Keating, Samuel Lai, Emma Ryan-Weber, Feige Wang, Jinyi Yang and Yongda Zhu"]},"origin":[{"dateIssuedKey":"2026","dateIssuedDisp":"January 2026"}],"note":["Veröffentlicht: 29. Oktober 2025","Gesehen am 19.02.2026"],"person":[{"family":"Davies","given":"Frederick B.","display":"Davies, Frederick B.","role":"aut"},{"display":"Bosman, Sarah","role":"aut","given":"Sarah","family":"Bosman"},{"role":"aut","display":"D’Odorico, Valentina","given":"Valentina","family":"D’Odorico"},{"family":"Campo","given":"Sofia","display":"Campo, Sofia","role":"aut"},{"family":"Mesinger","given":"Andrei","role":"aut","display":"Mesinger, Andrei"},{"family":"Qin","given":"Yuxiang","display":"Qin, Yuxiang","role":"aut"},{"display":"Becker, George D","role":"aut","given":"George D","family":"Becker"},{"role":"aut","display":"Bañados, Eduardo","family":"Bañados","given":"Eduardo"},{"display":"Chen, Huanqing","role":"aut","given":"Huanqing","family":"Chen"},{"display":"Cristiani, Stefano","role":"aut","given":"Stefano","family":"Cristiani"},{"role":"aut","display":"Fan, Xiaohui","family":"Fan","given":"Xiaohui"},{"display":"Gallerani, Simona","role":"aut","family":"Gallerani","given":"Simona"},{"family":"Haehnelt","given":"Martin G","role":"aut","display":"Haehnelt, Martin G"},{"family":"Keating","given":"Laura C","display":"Keating, Laura C","role":"aut"},{"display":"Lai, Samuel","role":"aut","given":"Samuel","family":"Lai"},{"family":"Ryan-Weber","given":"Emma","display":"Ryan-Weber, Emma","role":"aut"},{"role":"aut","display":"Wang, Feige","family":"Wang","given":"Feige"},{"display":"Yang, Jinyi","role":"aut","given":"Jinyi","family":"Yang"},{"given":"Yongda","family":"Zhu","role":"aut","display":"Zhu, Yongda"}],"relHost":[{"type":{"bibl":"periodical","media":"Online-Ressource"},"pubHistory":["1.1827 -"],"recId":"314059164","disp":"Royal Astronomical SocietyMonthly notices of the Royal Astronomical Society","physDesc":[{"extent":"Online-Ressource"}],"corporate":[{"display":"Royal Astronomical Society","role":"aut"}],"id":{"issn":["1365-2966"],"eki":["314059164"],"zdb":["2016084-7"],"doi":["10.1111/(ISSN)1365-2966"]},"title":[{"title_sort":"Monthly notices of the Royal Astronomical Society","title":"Monthly notices of the Royal Astronomical Society"}],"language":["eng"],"part":{"text":"545(2026), 2 vom: Jan., Artikel-ID staf1862, Seite 1-19","issue":"2","extent":"19","volume":"545","pages":"1-19","year":"2026"},"origin":[{"dateIssuedKey":"1827","dateIssuedDisp":"1827-","publisherPlace":"Oxford ; Oxford [u.a.] ; Oxford [u.a.]","publisher":"Oxford Univ. Press ; Blackwell ; Wiley-Blackwell"}],"note":["Gesehen am 15.01.2018"]}],"type":{"media":"Online-Ressource","bibl":"article-journal"},"recId":"1961780488","physDesc":[{"extent":"19 S.","noteIll":"Illustrationen"}],"language":["eng"],"title":[{"title":"Updated dark pixel fraction constraints on reionization’s end from the Lyman-series forests of XQR-30","title_sort":"Updated dark pixel fraction constraints on reionization’s end from the Lyman-series forests of XQR-30"}],"id":{"doi":["10.1093/mnras/staf1862"],"eki":["1961780488"]}} 
SRT |a DAVIESFREDUPDATEDDAR2026