TY - JOUR
T1 - The STAR-MELT Python package for emission line analysis of YSOs
AU - Campbell-White, Justyn
AU - Sicilia-Aguilar, Aurora
AU - Manara, Carlo F
AU - Matsumura, Soko
AU - Fang, Min
AU - Frasca, Antonio
AU - Roccatagliata, Veronica
N1 - supported by the STFC grant number
ST/S000399/1 ("The Planet-Disk Connection: Accretion,
Disk Structure, and Planet Formation")
PY - 2021/11/1
Y1 - 2021/11/1
N2 - We introduce the STAR-MELT Python package that we developed to facilitate the analysis of time-resolved emission line spectroscopy of young stellar objects. STAR-MELT automatically extracts, identifies and fits emission lines. We summarise our analysis methods that utilises the time domain of high-resolution stellar spectra to investigate variability in the line profiles and corresponding emitting regions. This allows us to probe the innermost disc and accretion structures of YSOs. Local temperatures and densities can be determined using Boltzmann statistics, the Saha equation, and the Sobolev large velocity gradient approximation. STAR-MELT allows for new results to be obtained from archival data, as well as facilitating timely analysis of new data as it is obtained. We present the results of applying STAR-MELT to three YSOs, using spectra from UVES, XSHOOTER, FEROS, HARPS, and ESPaDOnS. We demonstrate what can be achieved for data with disparate time sampling, for stars with different inclinations and variability types. For EX Lupi, we confirm the presence of a localised and stable stellar-surface hotspot associated with the footprint of the accretion column. For GQ Lupi A, we find that the maximum infall rate from an accretion column is correlated with lines produced in the lowest temperatures. For CVSO109 we investigate the rapid temporal variability of a redshifted emission wing, indicative of rotating and infalling material in the inner disc. Our results show that STAR-MELT is a useful tool for such analysis, as well as other applications for emission lines.
AB - We introduce the STAR-MELT Python package that we developed to facilitate the analysis of time-resolved emission line spectroscopy of young stellar objects. STAR-MELT automatically extracts, identifies and fits emission lines. We summarise our analysis methods that utilises the time domain of high-resolution stellar spectra to investigate variability in the line profiles and corresponding emitting regions. This allows us to probe the innermost disc and accretion structures of YSOs. Local temperatures and densities can be determined using Boltzmann statistics, the Saha equation, and the Sobolev large velocity gradient approximation. STAR-MELT allows for new results to be obtained from archival data, as well as facilitating timely analysis of new data as it is obtained. We present the results of applying STAR-MELT to three YSOs, using spectra from UVES, XSHOOTER, FEROS, HARPS, and ESPaDOnS. We demonstrate what can be achieved for data with disparate time sampling, for stars with different inclinations and variability types. For EX Lupi, we confirm the presence of a localised and stable stellar-surface hotspot associated with the footprint of the accretion column. For GQ Lupi A, we find that the maximum infall rate from an accretion column is correlated with lines produced in the lowest temperatures. For CVSO109 we investigate the rapid temporal variability of a redshifted emission wing, indicative of rotating and infalling material in the inner disc. Our results show that STAR-MELT is a useful tool for such analysis, as well as other applications for emission lines.
KW - circumstellar matter
KW - stars: individual: CVSO109
KW - stars: individual: EX Lupi
KW - stars: individual: GQ Lupi A
KW - stars: pre-main-sequence
KW - stars: variables: T Tauri, Herbig Ae/Be
UR - https://arxiv.org/abs/2108.02552
UR - http://www.scopus.com/inward/record.url?scp=85117062307&partnerID=8YFLogxK
U2 - 10.1093/mnras/stab2300
DO - 10.1093/mnras/stab2300
M3 - Article
SN - 0035-8711
VL - 507
SP - 3331
EP - 3350
JO - Monthly Notices of the Royal Astronomical Society
JF - Monthly Notices of the Royal Astronomical Society
IS - 3
M1 - stab2300
ER -