TY - JOUR
T1 - Planet Eclipse Mapping with Long-term Baseline Drifts
AU - Schlawin, Everett
AU - Challener, Ryan
AU - Mansfield, Megan
AU - Rauscher, Emily
AU - Adams, Arthur
AU - Lustig-Yaeger, Jacob
N1 - Funding Information: MCMC fitting makes use of emcee (Foreman-Mackey et al. 2013) and the covariance plot was made with corner.py (Foreman-Mackey et al. 2016). Funding for E.S. is provided by NASA Goddard Spaceflight Center. R.C. is supported by a grant from the Research Corporation for Scientific Advancement, through their Cottrell Scholar Award. M.M. acknowledges support by NASA through the NASA Hubble Fellowship grant HST-HF2-51485.001-A awarded by the Space Telescope Science Institute. Thank you to Isaac Malsky for providing a GCM simulation of HD 189733 b. We thank the University of Michigan Institute for Research in Astrophysics for hosting the “Multi-Dimensional Characterization of Distant Worlds” workshop in Ann Arbor during 2018 October, where this project idea originated and this team was put together. This research has made use of NASA’s Astrophysics Data System Bibliographic Services. We respectfully acknowledge the University of Arizona is on the land and territories of Indigenous peoples. Today, Arizona is home to 22 federally recognized tribes, with Tucson being home to the O’odham and the Yaqui. Committed to diversity and inclusion, the University strives to build sustainable relationships with sovereign Native Nations and Indigenous communities through education offerings, partnerships, and community service. Funding Information: MCMC fitting makes use of emcee (Foreman-Mackey et al. ) and the covariance plot was made with corner.py (Foreman-Mackey et al. ). Funding for E.S. is provided by NASA Goddard Spaceflight Center. R.C. is supported by a grant from the Research Corporation for Scientific Advancement, through their Cottrell Scholar Award. M.M. acknowledges support by NASA through the NASA Hubble Fellowship grant HST-HF2-51485.001-A awarded by the Space Telescope Science Institute. Thank you to Isaac Malsky for providing a GCM simulation of HD 189733 b. We thank the University of Michigan Institute for Research in Astrophysics for hosting the “Multi-Dimensional Characterization of Distant Worlds” workshop in Ann Arbor during 2018 October, where this project idea originated and this team was put together. This research has made use of NASA’s Astrophysics Data System Bibliographic Services. We respectfully acknowledge the University of Arizona is on the land and territories of Indigenous peoples. Today, Arizona is home to 22 federally recognized tribes, with Tucson being home to the O’odham and the Yaqui. Committed to diversity and inclusion, the University strives to build sustainable relationships with sovereign Native Nations and Indigenous communities through education offerings, partnerships, and community service. Publisher Copyright: © 2023. The Author(s). Published by the American Astronomical Society.
PY - 2023/5/1
Y1 - 2023/5/1
N2 - High-precision lightcurves combined with eclipse-mapping techniques can reveal the horizontal and vertical structure of a planet’s thermal emission and the dynamics of hot Jupiters. Someday, they even may reveal the surface maps of rocky planets. However, inverting lightcurves into maps requires an understanding of the planet, star, and instrumental trends because they can resemble the gradual flux variations as the planet rotates (i.e., partial phase curves). In this work, we simulate lightcurves with baseline trends and assess the impact on planet maps. Baseline trends can be erroneously modeled by incorrect astrophysical planet map features, but there are clues to avoid this pitfall in both the residuals of the lightcurve during eclipse and sharp features at the terminator of the planet. Models that use a Gaussian process or polynomial to account for a baseline trend successfully recover the input map even in the presence of systematics but with worse precision for the m = 1 spherical harmonic terms. This is also confirmed with the ThERESA eigencurve method where fewer lightcurve terms can model the planet without correlations between the components. These conclusions help aid the decision on how to schedule observations to improve map precision. If the m = 1 components are critical, such as measuring the east/west hot-spot shift on a hot Jupiter, better characterization of baseline trends can improve the m = 1 terms’ precision. For latitudinal north/south information from m ≠ 1 mapping terms, it is preferable to obtain high signal to noise at ingress/egress with more eclipses.
AB - High-precision lightcurves combined with eclipse-mapping techniques can reveal the horizontal and vertical structure of a planet’s thermal emission and the dynamics of hot Jupiters. Someday, they even may reveal the surface maps of rocky planets. However, inverting lightcurves into maps requires an understanding of the planet, star, and instrumental trends because they can resemble the gradual flux variations as the planet rotates (i.e., partial phase curves). In this work, we simulate lightcurves with baseline trends and assess the impact on planet maps. Baseline trends can be erroneously modeled by incorrect astrophysical planet map features, but there are clues to avoid this pitfall in both the residuals of the lightcurve during eclipse and sharp features at the terminator of the planet. Models that use a Gaussian process or polynomial to account for a baseline trend successfully recover the input map even in the presence of systematics but with worse precision for the m = 1 spherical harmonic terms. This is also confirmed with the ThERESA eigencurve method where fewer lightcurve terms can model the planet without correlations between the components. These conclusions help aid the decision on how to schedule observations to improve map precision. If the m = 1 components are critical, such as measuring the east/west hot-spot shift on a hot Jupiter, better characterization of baseline trends can improve the m = 1 terms’ precision. For latitudinal north/south information from m ≠ 1 mapping terms, it is preferable to obtain high signal to noise at ingress/egress with more eclipses.
UR - http://www.scopus.com/inward/record.url?scp=85153498880&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85153498880&partnerID=8YFLogxK
U2 - https://doi.org/10.3847/1538-3881/acc65a
DO - https://doi.org/10.3847/1538-3881/acc65a
M3 - Article
SN - 0004-6256
VL - 165
JO - Astronomical Journal
JF - Astronomical Journal
IS - 5
M1 - 210
ER -