Chasing the storm: Investigating the application of high-contrast imaging techniques in producing precise exoplanet light curves
arXiv:2511.01384 · doi:10.1093/mnras/staf1909
Abstract
Substellar companions such as exoplanets and brown dwarfs exhibit changes in brightness arising from top-of-atmosphere inhomogeneities, providing insights into their atmospheric structure and dynamics. This variability can be measured in the light curves of high-contrast companions from the ground by combining differential spectrophotometric monitoring techniques with high-contrast imaging. However, ground-based observations are sensitive to the effects of turbulence in Earth's atmosphere, and while adaptive optics (AO) systems and bespoke data processing techniques help to mitigate these, residual systematics can limit photometric precision. Here, we inject artificial companions to data obtained with an AO system and a vector Apodizing Phase Plate coronagraph to test the level to which telluric and other systematics contaminate such light curves, and thus how well their known variability signals can be recovered. We find that varying companions are distinguishable from non-varying companions, but that variability amplitudes and periods cannot be accurately recovered when observations cover only a small number of periods. Residual systematics remain above the photon noise in the light curves but have not yet reached a noise floor. We also simulate observations to assess how specific systematic sources, such as non-common path aberrations and AO residuals, can impact aperture photometry as a companion moves through pupil-stabilised data. We show that only the lowest-order aberrations are likely to affect flux measurements, but that thermal background noise is the dominant source of scatter in raw companion photometry. Predictive control and focal-plane wavefront sensing techniques will help to further reduce systematics in data of this type.
arXiv comment19 pages, 12 figures, accepted for publication in MNRAS
References in corpus (87)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Array Programming with NumPy
- Astropy: A Community Python Package for Astronomy
- The Astropy Project: Building an inclusive, open-science project and status of the v2.0 core package
- The Astropy Project: Sustaining and Growing a Community-oriented Open-source Project and the Latest Major Release (v5.0) of the Core Package
- The SIMBAD astronomical database
- A giant planet imaged in the disk of the young star Beta Pictoris
- The effect of red noise on planetary transit detection
- PynPoint: An Image Processing Package for Finding Exoplanets
- A Gaussian process framework for modelling instrumental systematics: application to transmission spectroscopy
- Weather on Other Worlds. II. Survey Results: Spots Are Ubiquitous on L and T Dwarfs
- Photometric Variability of the T2.5 Brown Dwarf SIMP J013656.5+093347; Evidence for Evolving Weather Patterns
- HST Spectral Mapping of L/T Transition Brown Dwarfs Reveals Cloud Thickness Variations
- Strong Brightness Variations Signal Cloudy-to-Clear Transition of Brown Dwarfs
- Cloudless atmospheres for L/T dwarfs and extra-solar giant planets
- Magnetospherically driven optical and radio aurorae at the end of the stellar main sequence
- Calibration of quasi-static aberrations in exoplanet direct-imaging instruments with a Zernike phase-mask sensor
- Review of small-angle coronagraphic techniques in the wake of ground-based second-generation adaptive optics systems
- Temporal Evolution of Coronagraphic Dynamic Range, and Constraints on Companions to Vega
- Calibration and Pre-Compensation of Non-Common Path Aberrations for extreme Adaptive Optics
- : Pressure-dependent Changes In Light Curve Phase In Brown Dwarfs From Simultaneous and Observations
- Weather on the Nearest Brown Dwarfs: Resolved Simultaneous Multi-Wavelength Variability Monitoring of WISE J104915.57-531906.1AB
- Discovery of Rotational Modulations in the Planetary-Mass Companion 2M1207b: Intermediate Rotation Period and Heterogeneous Clouds in a Low Gravity Atmosphere
- The Gemini NICI Planet-Finding Campaign: Discovery of a Multiple System Orbiting the Young A Star HD 1160
- Let the Great World Spin: Revealing the Stormy, Turbulent Nature of Young Giant Exoplanet Analogs with the Spitzer Space Telescope
- The Brown dwarf Atmosphere Monitoring (BAM) Project I: The largest near-IR monitoring survey of L- & T-dwarfs
- High-Cadence, High-Contrast Imaging for Exoplanet Mapping: Observations of the HR 8799 Planets with VLT/SPHERE Satellite Spot-Corrected Relative Photometry
- Ground-based optical transmission spectroscopy of the small, rocky exoplanet GJ 1132b
- The Vector-APP: a Broadband Apodizing Phase Plate that yields Complementary PSFs
- Variability in a Young, L/T Transition Planetary-Mass Object
- Simultaneous, Multi-Wavelength Variability Characterization of the Free-Floating Planetary Mass Object PSO J318.5-22
- PynPoint: a modular pipeline architecture for processing and analysis of high-contrast imaging data
- Patchy Forsterite Clouds in the Atmospheres of Two Highly Variable Exoplanet Analogs
- Weather on Other Worlds. V. The Three Most Rapidly Rotating Ultra-Cool Dwarfs
- Spectral Variability of VHS J1256-1257 b from 1 to 5 m
- Analysis of Kepler's short-cadence photometry for TrES-2b
- The First Detection of Photometric Variability in a Y Dwarf: WISE J140518.39+553421.3
- A Search for Variability in Exoplanet Analogues and Low-Gravity Brown Dwarfs
- Calibration of quasi-static aberrations in exoplanet direct-imaging instruments with a Zernike phase-mask sensor. III. On-sky validation in VLT/SPHERE
- Atmospheric variability driven by radiative cloud feedback in brown dwarfs and directly imaged extrasolar giant planets
- Strong Near-Infrared Spectral Variability of the Young Cloudy L Dwarf Companion VHS J1256-1257 b
- Performance characterization of a broadband vector Apodizing Phase Plate coronagraph
- On-sky performance analysis of the vector Apodizing Phase Plate coronagraph on MagAO/Clio2
- Origin of the asymmetry of the wind driven halo observed in high contrast images
- Speckle temporal stability in XAO coronagraphic images II. Refine model for quasi-static speckle temporal evolution for VLT/SPHERE
- Maps of Evolving Cloud Structures in Luhman 16AB from HST Time-Resolved Spectroscopy
- The JWST Weather Report from the Nearest Brown Dwarfs I: multi-period JWST NIRSpec + MIRI monitoring of the benchmark binary brown dwarf WISE 1049AB
- Roaring Storms in the Planetary-Mass Companion VHS 1256-1257 b: Hubble Space Telescope Multi-epoch Monitoring Reveals Vigorous Evolution in an Ultra-cool Atmosphere
- Speckle Temporal Stability in eXtreme Adaptive Optics Coronagraphic Images
- Cloud Atlas: Hubble Space Telescope Near-Infrared Spectral Library of Brown Dwarfs, Planetary-mass companions, and hot Jupiters
- Cloud Atlas: Rotational Spectral Modulations and potential Sulfide Clouds in the Planetary-mass, Late T-type Companion Ross 458C
- The GROUSE project II: Detection of the Ks-band secondary eclipse of exoplanet HAT-P-1b
- A High-Contrast Search for Variability in HR 8799bc with VLT-SPHERE
- Cloud Atlas: Weak color modulations due to rotation in the planetary-mass companion GU Psc b and 11 other brown dwarfs
- J band Variability of M Dwarfs in the WFCAM Transit Survey
- Rotational spectral modulation of cloudless atmospheres for L/T Brown Dwarfs and Extrasolar Giant Planets
- Ground-based Optical Transmission Spectroscopy of the Nearby Terrestrial Exoplanet LTT 1445Ab
- The vector-apodizing phase plate coronagraph: design, current performance, and future development
- Cloud Atlas: Variability in and out of the Water Band in the Planetary-mass HD 203030B Points to Cloud Sedimentation in Low-gravity L Dwarfs
- Atmospheric Monitoring and Precise Spectroscopy of the HR 8799 Planets with SCExAO/CHARIS
- Minimizing the polarization leakage of geometric-phase coronagraphs with multiple grating pattern combinations
- ARGOS at the LBT. Binocular laser guided ground layer adaptive optics
- On-sky verification of Fast and Furious focal-plane wavefront sensing: Moving forward toward controlling the island effect at Subaru/SCExAO
- Focal-plane wavefront sensing with the vector Apodizing Phase Plate
- Patterned liquid-crystal optics for broadband coronagraphy and wavefront sensing
- A search for photometric variability in the young T3.5 planetary-mass companion GU Psc b
- First Light with ALES: A 2-5 Micron Adaptive Optics Integral Field Spectrograph for the LBT
- A new method to measure the spectra of transiting exoplanet atmospheres using multi-object spectroscopy
- Review of high-contrast imaging systems for current and future ground- and space-based telescopes I. Coronagraph design methods and optical performance metrics
- A Near-infrared Variability Survey of Young Planetary-mass Objects
- Cloud Atlas: Unraveling the vertical cloud structure with the time-series spectrophotometry of an unusually red brown dwarf
- High contrast imaging at the LBT: the LEECH exoplanet imaging survey
- Calibration of quasi-static aberrations in exoplanet direct-imaging instruments with a Zernike phase-mask sensor. IV. Temporal stability of non-common path aberrations in VLT/SPHERE
- Robustness of prediction for extreme adaptive optics systems under various observing conditions: An analysis using VLT/SPHERE adaptive optics data
- Measuring the variability of directly imaged exoplanets using vector Apodizing Phase Plates combined with ground-based differential spectrophotometry
- Revealing the Vertical Cloud Structure of a young low-mass Brown Dwarf, an analog to the beta-Pictoris b directly-imaged exoplanet, through Keck I/MOSFIRE spectro-photometric variability
- High-contrast observations of brown dwarf companion HR 2562 B with the vector Apodizing Phase Plate coronagraph
- High Contrast Thermal Infrared Spectroscopy with ALES: The 3-4m Spectrum of Andromedae b
- On-Sky Operations with the ALES Integral Field Spectrograph
- The photometric periods of rapidly rotating field ultra-cool dwarfs
- Exploring the directly imaged HD 1160 system through spectroscopic characterization and high-cadence variability monitoring
- High-Contrast Coronagraphy
- Applying a temporal systematics model to vector Apodizing Phase Plate coronagraphic data: TRAP4vAPP
- Improved companion mass limits for Sirius A with thermal infrared coronagraphy using a vector-apodizing phase plate and time-domain starlight-subtraction techniques
- High Spatial Resolution Thermal-Infrared Spectroscopy with ALES: Resolved Spectra of the Benchmark Brown Dwarf Binary HD 130948BC
- Protoplanetary disk insights from the first ERIS/APP survey at 4 μm
- On-sky low order non-common path correction of the GPI Calibration Unit