Homogeneous planet masses

Empirical exoplanet mass–radius relations have been used to study the demographics and compositions of small exoplanets for many years. However, the heterogeneous nature of these measurements hinders robust statistical analysis of this population, particularly with regard to the masses of planets. For this reason, we perform a homogeneous and consistent re-analysis of the radial velocity (RV) observations of 87 small exoplanets using publicly available HARPS RV data and the fitting toolkit Pyaneti . For the entire sample, we ran 12 different models to investigate the impact of modelling choices, including the use of multidimensional Gaussian processes (GPs) to mitigate stellar activity. We find that the way orbital eccentricity is modelled can significantly impact the RV amplitude found in some cases. We also find that the addition of a GP to mitigate stellar activity impacts the RV amplitude found; though the results are more robust if the GP is modelled on activity indicators in addition to the RVs. The RV amplitude found for every planet in our sample using all the models is made available for other groups to perform demographics studies. Finally, we provide a list of recommendations for the RV community moving forward.

Authors

Publication Details

Journal
Astronomy and Astrophysics
Published
2024-11-25
DOI
https://doi.org/10.1051/0004-6361/202452127
Citations
2
Primary Topic
Stellar, planetary, and galactic studies
Type
article
Field-Weighted Citation Impact
0.66

Funders

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article

Homogeneous planet masses

O. Barragán, L.D. Nielsen, H. L. M. Osborne, V. Van Eylen
2 citations
Astronomy and Astrophysics
Stellar, planetary, and galactic studies
0.66
article

Homogeneous planet masses

O. Barragán, L.D. Nielsen, H. L. M. Osborne, V. Van Eylen
article en
2 citations

Abstract

Empirical exoplanet mass–radius relations have been used to study the demographics and compositions of small exoplanets for many years. However, the heterogeneous nature of these measurements hinders robust statistical analysis of this population, particularly with regard to the masses of planets. For this reason, we perform a homogeneous and consistent re-analysis of the radial velocity (RV) observations of 87 small exoplanets using publicly available HARPS RV data and the fitting toolkit Pyaneti . For the entire sample, we ran 12 different models to investigate the impact of modelling choices, including the use of multidimensional Gaussian processes (GPs) to mitigate stellar activity. We find that the way orbital eccentricity is modelled can significantly impact the RV amplitude found in some cases. We also find that the addition of a GP to mitigate stellar activity impacts the RV amplitude found; though the results are more robust if the GP is modelled on activity indicators in addition to the RVs. The RV amplitude found for every planet in our sample using all the models is made available for other groups to perform demographics studies. Finally, we provide a list of recommendations for the RV community moving forward.

Astronomy and AstrophysicsVol. 693
Science and Technology Facilities Council
Openalex Percentile: Top 27%
Stellar, planetary, and galactic studies
0.66
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