TY - JOUR
T1 - MIGHTEE-H i
T2 - The MH i- M∗relation over the last billion years
AU - Pan, Hengxing
AU - Jarvis, Matt J.
AU - Santos, Mario G.
AU - Maddox, Natasha
AU - Frank, Bradley S.
AU - Ponomareva, Anastasia A.
AU - Prandoni, Isabella
AU - Kurapati, Sushma
AU - Baes, Maarten
AU - Piña, Pavel E.Mancera
AU - Rodighiero, Giulia
AU - Meyer, Martin J.
AU - Davé, Romeel
AU - Sharma, Gauri
AU - Rajohnson, Sambatriniaina H.A.
AU - Adams, Nathan J.
AU - Bowler, Rebecca A.A.
AU - Sinigaglia, Francesco
AU - Van Der Hulst, Thijs
AU - Hatfield, Peter W.
AU - Sekhar, Srikrishna
AU - Collier, Jordan D.
N1 - Publisher Copyright:
© 2023 The Author(s).
PY - 2023/10/1
Y1 - 2023/10/1
N2 - We study the relation over the last billion years using the MIGHTEE-H i sample. We first model the upper envelope of the relation with a Bayesian technique applied to a total number of 249 H i-selected galaxies, without binning the data sets, while taking account of the intrinsic scatter. We fit the envelope with both linear and non-linear models, and find that the non-linear model is preferred over the linear one with a measured transition stellar mass of log10(M∗/M⊙) = 9.15 ± 0.87, beyond which the slope flattens. This finding supports the view that the lack of H i gas is ultimately responsible for the decreasing star formation rate observed in the massive main-sequence galaxies. For spirals alone, which are biased towards the massive galaxies in our sample, the slope beyond the transition mass is shallower than for the full sample, indicative of distinct gas processes ongoing for the spirals/high-mass galaxies from other types with lower stellar masses. We then create mock catalogues for the MIGHTEE-H i detections and non-detections with two main galaxy populations of late and early-type galaxies to measure the underlying relation. We find that the turnover in this relation persists whether considering the two galaxy populations as a whole or separately. We note that an underlying linear relation could mimic this turnover in the observed scaling relation, but a model with a turnover is strongly preferred. Measurements on the logarithmic average of H i masses against the stellar mass are provided as a benchmark for future studies.
AB - We study the relation over the last billion years using the MIGHTEE-H i sample. We first model the upper envelope of the relation with a Bayesian technique applied to a total number of 249 H i-selected galaxies, without binning the data sets, while taking account of the intrinsic scatter. We fit the envelope with both linear and non-linear models, and find that the non-linear model is preferred over the linear one with a measured transition stellar mass of log10(M∗/M⊙) = 9.15 ± 0.87, beyond which the slope flattens. This finding supports the view that the lack of H i gas is ultimately responsible for the decreasing star formation rate observed in the massive main-sequence galaxies. For spirals alone, which are biased towards the massive galaxies in our sample, the slope beyond the transition mass is shallower than for the full sample, indicative of distinct gas processes ongoing for the spirals/high-mass galaxies from other types with lower stellar masses. We then create mock catalogues for the MIGHTEE-H i detections and non-detections with two main galaxy populations of late and early-type galaxies to measure the underlying relation. We find that the turnover in this relation persists whether considering the two galaxy populations as a whole or separately. We note that an underlying linear relation could mimic this turnover in the observed scaling relation, but a model with a turnover is strongly preferred. Measurements on the logarithmic average of H i masses against the stellar mass are provided as a benchmark for future studies.
KW - galaxies: fundamental parameters
KW - methods: statistical
KW - radio lines: galaxies
UR - http://www.scopus.com/inward/record.url?scp=85168763575&partnerID=8YFLogxK
U2 - 10.1093/mnras/stad2343
DO - 10.1093/mnras/stad2343
M3 - Article
AN - SCOPUS:85168763575
SN - 0035-8711
VL - 525
SP - 256
EP - 269
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 1
ER -