In Search of the Edge: A Bayesian Exploration of the Detectability of Red Edges in Exoplanet Reflection Spectra
arXiv:2301.01775 · doi:10.3847/1538-4357/acaf59
Abstract
Reflection spectroscopy holds great promise for characterizing the atmospheres and surfaces of potentially habitable terrestrial exoplanets. The surface of the modern Earth exhibits a sharp albedo change near 750 nm caused by vegetation - the red edge - which would leave a strong spectral signature if present on an exoplanet. However, the retrieval of wavelength-dependent surface properties from reflection spectra has seen relatively little study. Here, we propose a new surface albedo parameterization capable of retrieving the wavelength location of a priori unknown 'edge-like' features. We demonstrate that a wavelength-dependent surface albedo model achieves higher accuracy in retrieving atmospheric composition. Wavelength-dependent surfaces are also generally preferred over a uniform albedo model when retrieving simulated reflection spectra for a modern Earth analog, even for moderate signal-to-noise ratios (S/N = 10) and Earth-like clouds. Further, the location of the modern Earth's red edge can be robustly and precisely constrained (within 70 nm for S/N = 10). Our results suggest that future space-based direct imaging missions have the potential to infer surface compositions for rocky exoplanets, including spectral edges similar to those caused by life on the modern Earth.
arXiv comment23 pages, 17 figures. Accepted for publication in ApJ
References in corpus (72)
- MultiNest: an efficient and robust Bayesian inference tool for cosmology and particle physics
- Multimodal nested sampling: an efficient and robust alternative to MCMC methods for astronomical data analysis
- X-ray spectral modelling of the AGN obscuring region in the CDFS: Bayesian model selection and catalogue
- Importance Nested Sampling and the MultiNest Algorithm
- A continuum from clear to cloudy hot-Jupiter exoplanets without primordial water depletion
- Prevalence of Earth-size planets orbiting Sun-like stars
- petitRADTRANS: a Python radiative transfer package for exoplanet characterization and retrieval
- Exoplanet Biosignatures: A Review of Remotely Detectable Signs of Life
- Biosignatures from Earth-Like Planets Around M Dwarfs
- Atmospheric Retrieval for Super-Earths: Uniquely Constraining the Atmospheric Composition with Transmission Spectroscopy
- Transmission Spectra as Diagnostics of Extrasolar Giant Planet Atmospheres
- Vegetation's Red Edge: A Possible Spectroscopic Biosignature of Extraterrestrial Plants
- How to Distinguish between Cloudy Mini-Neptunes and Water/Volatile-Dominated Super-Earths
- HD 209458b in New Light: Evidence of Nitrogen Chemistry, Patchy Clouds and Sub-Solar Water
- Spectral Evolution of an Earth-Like Planet
- Spectral signatures of photosynthesis II: coevolution with other stars and the atmosphere on extrasolar worlds
- How to Characterize Habitable Worlds and Signs of Life
- Observing the Atmospheres of Known Temperate Earth-sized Planets with JWST
- Atmospheric reconnaissance of the habitable-zone Earth-sized planets orbiting TRAPPIST-1
- The Detectability and Characterization of the TRAPPIST-1 Exoplanet Atmospheres with JWST
- A combined transmission spectrum of the Earth-sized exoplanets TRAPPIST-1 b and c
- Characterization of extrasolar terrestrial planets from diurnal photometric variability
- The Spectrum of Earthshine: A Pale Blue Dot Observed from the Ground
- Exoplanet Reflected Light Spectroscopy with PICASO
- The Occurrence of Rocky Habitable Zone Planets Around Solar-Like Stars from Kepler Data
- Exoplanet Biosignatures: Observational Prospects
- Abiotic formation of O2 and O3 in high-CO2 terrestrial atmospheres
- Habitable worlds with JWST: transit spectroscopy of the TRAPPIST-1 system?
- Detectability of biosignatures in anoxic atmospheres with the James Webb Space Telescope: A TRAPPIST-1e case study
- Spectral Fingerprints of Earth-like Planets Around FGK Stars
- Characterizing Earth Analogs in Reflected Light: Atmospheric Retrieval Studies for Future Space Telescopes
- Impact of atmospheric refraction: How deeply can we probe exo-Earth's atmospheres during primary eclipse observations?
- Disentangling the planet from the star in late type M dwarfs: A case study of TRAPPIST-1g
- Atmospheres of Rocky Exoplanets
- Deciphering Spectral Fingerprints of Habitable Extrasolar Planets
- Nonphotosynthetic Pigments as Potential Biosignatures
- Characterizing Rocky and Gaseous Exoplanets with 2-meter Class Space-based Coronagraphs
- Spectra of Earth-like Planets Through Geological Evolution Around FGKM Stars
- TRIDENT: A Rapid 3D Radiative Transfer Model for Exoplanet Transmission Spectra
- Prospects for Detecting Oxygen, Water, and Chlorophyll on an Exo-Earth
- Developing Atmospheric Retrieval Methods for Direct Imaging Spectroscopy of Gas Giants in Reflected Light I: Methane Abundances and Basic Cloud Properties
- The TRAPPIST-1 Habitable Atmosphere Intercomparison (THAI). Part III: Simulated Observables -- The return of the spectrum
- Large Interferometer For Exoplanets (LIFE): III. Spectral resolution, wavelength range and sensitivity requirements based on atmospheric retrieval analyses of an exo-Earth
- Cryptic photosynthesis, Extrasolar planetary oxygen without a surface biological signature
- The Nancy Grace Roman Space Telescope Coronagraph Instrument (CGI) Technology Demonstration
- HST/WFC3 transmission spectroscopy of the cold rocky planet TRAPPIST-1h
- The White Dwarf Opportunity: Robust Detections of Molecules in Earth-like Exoplanet Atmospheres with the James Webb Space Telescope
- Atmospheric Retrieval for Direct Imaging Spectroscopy of Gas Giants In Reflected Light II: Orbital Phase and Planetary Radius
- Exoplanet Atmosphere Measurements from Transmission Spectroscopy and other Planet-Star Combined Light Observations
- A False Positive For Ocean Glint on Exoplanets: the Latitude-Albedo Effect
- The Vegetation Red Edge Biosignature Through Time on Earth and Exoplanets
- Exploring and Validating Exoplanet Atmospheric Retrievals with Solar System Analog Observations
- Optical Transmission Spectroscopy of the Terrestrial Exoplanet LHS 3844b from 13 Ground-Based Transit Observations
- Differentiating Modern and Prebiotic Earth Scenarios for TRAPPIST-1e: High-resolution Transmission Spectra and Predictions for JWST
- Reflected spectroscopy of small exoplanets II: characterization of terrestrial exoplanets
- Characterization of Exoplanet Atmospheres with the Optical Coronagraph on WFIRST
- ExoReL: A Bayesian Inverse Retrieval Framework For Exoplanetary Reflected Light Spectra
- Red-edge position of habitable exoplanets around M-dwarfs
- How Does Thermal Scattering Shape the Infrared Spectra of Cloudy Exoplanets? A Theoretical Framework and Consequences for Atmospheric Retrievals in the JWST era
- Rotational Spectral Unmixing of Exoplanets: Degeneracies between Surface Colors and Geography
- Directly imaged exoplanets in reflected starlight. The importance of knowing the planet radius
- How surfaces shape the climate of habitable exoplanets
- Cloud Parameterizations and their Effect on Retrievals of Exoplanet Reflection Spectroscopy
- Expanding the Timeline for Earth's Photosynthetic Red Edge Biosignature
- Multi-orbital-phase and multi-band characterization of exoplanetary atmospheres with reflected light spectra
- Biofluorescent Worlds I: Global Biological Fluorescence as a Biosignature
- Biofluorescent Worlds II. Biological fluorescence induced by stellar UV flares, a new temporal biosignature
- H-dominated Atmosphere as an Indicator of Second-generation Rocky White Dwarf Exoplanets
- Finding Signs of Life in Transit: High-resolution Transmission Spectra of Earth-like Planets around FGKM Host Stars
- Follow the Water: Finding Water, Snow and Clouds on Terrestrial Exoplanets with Photometry and Machine Learning
- Unveiling non-gray surface of cloudy exoplanets: the influence of wavelength-dependent surface albedo and cloud scattering properties on retrieval solutions
- Reflected spectroscopy of small exoplanets I: determining the atmospheric composition of sub-Neptunes planets
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- Data availability and requirements relevant for the Ariel space mission and other exoplanet atmosphere applications
- Purple is the new green: biopigments and spectra of Earth-like purple worlds
- Detectability of Surface Biosignatures for Directly-Imaged Rocky Exoplanets
- Retrievals Applied To A Decision Tree Framework Can Characterize Earth-like Exoplanet Analogs
- The dark days are overcast: Iron-bearing clouds on HD 209458 b and WASP-43 b can explain low dayside albedos
- Retrieving the Red Edge on Earth-like Planets with Heterogeneous Clouds and Surfaces
- Detectability Simulations of a NIR Surface Biosignature on Proxima Centauri b with Future Space Observatories