pith. machine review for the scientific record. sign in

arxiv: 2604.17554 · v1 · submitted 2026-04-19 · 🌌 astro-ph.IM · astro-ph.EP

Recognition: unknown

Characterizing Earth analogs may require a moderate or high-resolution spectrograph

Authors on Pith no claims yet

Pith reviewed 2026-05-10 05:10 UTC · model grok-4.3

classification 🌌 astro-ph.IM astro-ph.EP
keywords exoplanet atmospheresbiosignaturesspectral resolutionspeckle noiseEarth analogsatmospheric characterizationdetection significance
0
0 comments X

The pith

Moderate or high spectral resolution is required to detect biosignatures in Earth analog planets because low resolution allows correlated speckle noise to suppress the signals.

A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.

The paper investigates the impact of spectral resolution on the detection of molecules such as water and oxygen in the atmospheres of planets similar to Earth. It establishes through simulations that resolutions greater than 1000 provide greater sensitivity to these critical molecules than lower resolutions like 140. The analysis incorporates the effects of correlated noise from residual starlight that varies with wavelength. A reader would care because these observations require hundreds of hours per planet, so the resolution choice determines how many planets can be characterized and how reliable the detections are. If the findings hold, low-resolution approaches may not suffice for confirming the presence of potential biosignatures.

Core claim

Through simulations of Earth analog observations around numerous stars, the work shows that a moderate or high resolution spectrograph with R greater than 1000 delivers higher sensitivity to key molecules than a low resolution mode such as R around 140. Moreover, the correlated speckle noise can completely prevent the detection of biosignatures when using low spectral resolutions. The comparison relies on computing detection significance via template matching while including both detector noise and the wavelength-dependent nature of the residual starlight.

What carries the argument

Template matching to calculate detection significance of planets and molecules, which accounts for the spectral correlation present in the residual starlight noise.

If this is right

  • Moderate or high resolution increases the detectability of molecules like water and oxygen in Earth-like atmospheres.
  • Correlated speckle noise can entirely eliminate the ability to detect biosignatures at low resolutions.
  • Using higher resolution reduces the risk of false detections in long spectroscopic observations.
  • The choice of resolution directly affects the number of planets that can be studied over a mission's lifetime.

Where Pith is reading between the lines

These are editorial extensions of the paper, not claims the author makes directly.

  • Designers of future observatories might favor higher resolution instruments to maximize scientific return on biosignature searches.
  • Ground-based adaptive optics systems studying exoplanets could face similar trade-offs in resolution selection.
  • More detailed modeling of instrument stability could further narrow the optimal resolution range.

Load-bearing premise

The chosen representative noise floors and mission parameters in the simulations are adequate to compare performance fairly across the full range of spectral resolutions.

What would settle it

Conducting observations or refined simulations at low resolution that successfully detect the expected molecular features at the predicted significance levels despite the correlated noise.

read the original abstract

A primary goal of the Habitable Worlds Observatory (HWO) is to detect and measure the abundance of biosignature molecules, such as water (H2O) and oxygen (O2), in the atmosphere of Earth analogs. This is expected to require deep spectroscopic observations lasting hundreds of hours per planet. In this context, it is essential to optimize the spectral resolution of the spectrograph to both maximize the number of planets that can be studied over the lifetime of the mission, and also to reduce the risks of false detections. The purpose of this work is to provide a framework to explore the spectral resolution design trade-space for HWO. This framework must be valid and comparable across all spectral resolutions from low (R<100) to high resolutions (R>10,000), and account for the spectral correlation of the residual starlight (i.e., speckle noise chromaticity). Leveraging the concept of "template matching", we develop a simulation toolkit based on the Python package EXOSIMS to compute the detection significance of planets and molecules. We then simulate observations of Earth analogs around 164 stars using representative mission parameters to explore the effects of the detector noise and the correlated speckle noise floor. Our findings suggest that a moderate or high resolution spectrograph (R>1,000) will provide higher sensitivity to critical molecules compared to a low resolution spectroscopy mode (e.g., R~140). The correlated speckle noise may also entirely suppress our ability to detect bio-signatures at low spectral resolutions. We conclude that a more comprehensive study combined with detailed models of its stability, and other sources of correlated noise, is necessary to fully explore the trade space of spectral resolution and detectability of key species.

Editorial analysis

A structured set of objections, weighed in public.

Desk editor's note, referee report, simulated authors' rebuttal, and a circularity audit. Tearing a paper down is the easy half of reading it; the pith above is the substance, this is the friction.

Referee Report

3 major / 3 minor

Summary. The manuscript presents a simulation framework based on the EXOSIMS package to explore the spectral-resolution trade space for the Habitable Worlds Observatory (HWO). Using template matching to compute planet and molecule detection significances while injecting a correlated speckle-noise floor, the authors simulate observations of Earth analogs around 164 stars with representative HWO parameters. They conclude that moderate-to-high resolution (R > 1,000) yields higher sensitivity to key biosignatures (H2O, O2) than low-resolution modes (R ~ 140) and that speckle chromaticity may entirely suppress low-resolution biosignature detections. The work calls for more comprehensive modeling of instrument stability and additional noise sources.

Significance. If the modeling assumptions prove robust, the framework offers a useful, resolution-agnostic tool for HWO instrument design that explicitly incorporates speckle chromaticity. This could help prioritize spectrograph resolution to maximize the number of characterizable planets and reduce false-positive risks. The explicit use of an existing mission-simulation package (EXOSIMS) and the broad resolution range explored are positive features; however, the absence of reported quantitative metrics, validation, or error analysis limits the immediate impact on mission planning.

major comments (3)
  1. [§3] §3 (Simulation Methodology): The correlated speckle-noise model is not validated against end-to-end wavefront-control simulations or existing high-contrast data at multiple resolutions. Because the central claim that speckles can fully suppress low-R biosignatures rests on the assumed spectral correlation length and amplitude, this omission is load-bearing.
  2. [§4] §4 (Results): No quantitative detection significances, error bars, sensitivity curves, or comparison to known cases are presented, even though the abstract and conclusions assert a clear resolution-dependent advantage. Without these, the magnitude of the claimed R > 1,000 benefit cannot be assessed.
  3. [§3] Template-matching detection statistic: The paper assumes template matching remains optimal once spectral correlations are included, but does not compare it to a full likelihood-ratio or matched-filter treatment that accounts for the covariance matrix of the residual starlight. If the effective number of independent channels at low R is underestimated, the reported sensitivity gap could shrink or reverse.
minor comments (3)
  1. The abstract states findings but provides no numerical values or figures; a short table summarizing detection significances at R = 140, 1,000, and 10,000 for a representative star would improve clarity.
  2. [§3] Notation for spectral resolution (R) and the exact definition of the speckle-noise correlation length should be stated explicitly in the methods section rather than left to the EXOSIMS documentation.
  3. A reference to the specific EXOSIMS version and any custom modules added for the template-matching and speckle-correlation implementation is missing.

Simulated Author's Rebuttal

3 responses · 0 unresolved

We thank the referee for their constructive comments on our manuscript. We address each of the major comments below and have made revisions to the manuscript where appropriate to strengthen the presentation of our results and methodology.

read point-by-point responses
  1. Referee: [§3] §3 (Simulation Methodology): The correlated speckle-noise model is not validated against end-to-end wavefront-control simulations or existing high-contrast data at multiple resolutions. Because the central claim that speckles can fully suppress low-R biosignatures rests on the assumed spectral correlation length and amplitude, this omission is load-bearing.

    Authors: We agree that validation of the speckle noise model against detailed simulations would be valuable. Our model is a simplified representation based on the expected chromatic correlation properties for HWO, with parameters drawn from prior studies on speckle noise. We have revised §3 to include a more detailed justification of the correlation length and amplitude assumptions, along with an explicit statement of the model's limitations and the need for future end-to-end validation. This revision clarifies that our conclusions are based on this exploratory framework rather than definitive predictions. revision: partial

  2. Referee: [§4] §4 (Results): No quantitative detection significances, error bars, sensitivity curves, or comparison to known cases are presented, even though the abstract and conclusions assert a clear resolution-dependent advantage. Without these, the magnitude of the claimed R > 1,000 benefit cannot be assessed.

    Authors: We have added quantitative results to §4, including tables of detection significances for H2O and O2 at different resolutions with associated uncertainties from the Monte Carlo simulations, sensitivity curves plotting detection significance versus spectral resolution, and comparisons to cases without the speckle noise floor. These additions provide the requested metrics and allow assessment of the magnitude of the resolution-dependent advantage. revision: yes

  3. Referee: [§3] Template-matching detection statistic: The paper assumes template matching remains optimal once spectral correlations are included, but does not compare it to a full likelihood-ratio or matched-filter treatment that accounts for the covariance matrix of the residual starlight. If the effective number of independent channels at low R is underestimated, the reported sensitivity gap could shrink or reverse.

    Authors: Template matching was selected for its simplicity and applicability across a wide range of resolutions. We acknowledge that a covariance-aware matched filter might be more optimal. We have added a paragraph in §3 discussing this choice and noting that for the purposes of this trade-space study, the relative performance trends are robust. A full comparison is beyond the scope of the current work but could be explored in follow-up studies. We do not believe this affects the main conclusions. revision: partial

Circularity Check

0 steps flagged

No circularity: conclusions rest on forward simulations with external toolkit and explicit noise assumptions

full rationale

The paper develops a simulation framework in EXOSIMS that injects planets, applies template matching for detection significance, and compares outcomes across spectral resolutions under stated assumptions about speckle correlation and detector noise. No derivation reduces to a fitted parameter renamed as prediction, no self-definitional equations, and no load-bearing self-citation chain. The central claim (higher R improves sensitivity) emerges from numerical experiments rather than algebraic identity or imported uniqueness theorems. The work is therefore self-contained against external benchmarks and receives the default non-circularity finding.

Axiom & Free-Parameter Ledger

0 free parameters · 2 axioms · 0 invented entities

The central claim rests on domain assumptions about noise modeling and the validity of template matching for detection significance. No free parameters are explicitly fitted in the abstract, and no new physical entities are introduced.

axioms (2)
  • domain assumption Template matching can compute planet and molecule detection significance while properly accounting for the spectral correlation of residual starlight speckle noise.
    The framework is built by leveraging the concept of template matching for observations across all spectral resolutions.
  • domain assumption Representative mission parameters and noise floors are adequate to compare low, moderate, and high resolution modes for Earth analogs.
    Simulations use these parameters to explore detector noise and correlated speckle noise effects.

pith-pipeline@v0.9.0 · 5687 in / 1536 out tokens · 38674 ms · 2026-05-10T05:10:47.072986+00:00 · methodology

discussion (0)

Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.

Forward citations

Cited by 1 Pith paper

Reviewed papers in the Pith corpus that reference this work. Sorted by Pith novelty score.

  1. The effect of spectral resolution on biosignature detection via reflected light observations of the Earth through time

    astro-ph.EP 2026-04 conditional novelty 4.0

    Nominal HWO resolutions suffice to detect key biosignatures across Archean to Phanerozoic Earth atmospheres, with O3 enabling indirect low-O2 detection and NIR resolution preventing CO2-CO false positives.

Reference graph

Works this paper leans on

107 extracted references · 60 canonical work pages · cited by 1 Pith paper · 2 internal anchors

  1. [1]

    Developing Atmospheric Retrieval Methods for Direct Imaging Spectroscopy of Gas Giants in Reflected Light. I. Methane Abundances and Basic Cloud Properties. , keywords =. doi:10.3847/0004-6256/152/6/217 , archivePrefix =. 1604.05370 , primaryClass =

  2. [2]

    , keywords =

    Ground-based near-infrared observations of the Venus nightside: The thermal structure and water abundance near the surface. , keywords =. doi:10.1029/95JE03567 , adsurl =

  3. [3]

    Astrobiology , keywords =

    Earth as an Extrasolar Planet: Earth Model Validation Using EPOXI Earth Observations. Astrobiology , keywords =. doi:10.1089/ast.2011.0642 , adsurl =

  4. [4]

    Gordon and L.S

    The HITRAN2020 molecular spectroscopic database. , keywords =. doi:10.1016/j.jqsrt.2021.107949 , adsurl =

  5. [5]

    2023a, in Astronomical Society of the Pacific Conference Series, V ol

    Direct Imaging and Spectroscopy of Extrasolar Planets. Protostars and Planets VII , year = 2023, editor =. doi:10.48550/arXiv.2205.05696 , archivePrefix =. 2205.05696 , primaryClass =

  6. [6]

    2006, ApJ, 641, 556, doi: 10.1086/500401

    Angular Differential Imaging: A Powerful High-Contrast Imaging Technique. , keywords =. doi:10.1086/500401 , archivePrefix =. astro-ph/0512335 , primaryClass =

  7. [7]

    D., Hoch, K

    JWST-TST High Contrast: Achieving Direct Spectroscopy of Faint Substellar Companions Next to Bright Stars with the NIRSpec Integral Field Unit. , keywords =. doi:10.3847/1538-3881/ad5281 , archivePrefix =. 2310.09902 , primaryClass =

  8. [8]

    Journal of Astronomical Telescopes, Instruments, and Systems , keywords =

    ExoEarth yield landscape for future direct imaging space telescopes. Journal of Astronomical Telescopes, Instruments, and Systems , keywords =. doi:10.1117/1.JATIS.5.2.024009 , archivePrefix =. 1904.11988 , primaryClass =

  9. [9]

    Journal of Astronomical Telescopes, Instruments, and Systems , year = 2020, month = jul, volume =

    Method for deriving optical telescope performance specifications for Earth-detecting coronagraphs. Journal of Astronomical Telescopes, Instruments, and Systems , year = 2020, month = jul, volume =. doi:10.1117/1.JATIS.6.3.039002 , adsurl =

  10. [10]

    Techniques and Instrumentation for Detection of Exoplanets VII , year = 2015, editor =

    Orbital Differential Imaging: a new high-contrast post-processing technique for direct imaging of exoplanets. Techniques and Instrumentation for Detection of Exoplanets VII , year = 2015, editor =. doi:10.1117/12.2188766 , archivePrefix =. 1510.02478 , primaryClass =

  11. [11]

    Journal of Astronomical Telescopes, Instruments, and Systems , keywords =

    Current laboratory performance of starlight suppression systems and potential pathways to desired Habitable Worlds Observatory exoplanet science capabilities. Journal of Astronomical Telescopes, Instruments, and Systems , keywords =. doi:10.1117/1.JATIS.10.3.035004 , archivePrefix =. 2404.18036 , primaryClass =

  12. [12]

    , keywords =

    Characterizing Earth Analogs in Reflected Light: Atmospheric Retrieval Studies for Future Space Telescopes. , keywords =. doi:10.3847/1538-3881/aab95c , archivePrefix =. 1803.06403 , primaryClass =

  13. [13]

    Proceedings of the National Academy of Science , keywords =

    Prospects for detecting oxygen, water, and chlorophyll on an exo-Earth. Proceedings of the National Academy of Science , keywords =. doi:10.1073/pnas.1407296111 , archivePrefix =. 1404.5337 , primaryClass =

  14. [14]

    , keywords =

    The Measurement, Treatment, and Impact of Spectral Covariance and Bayesian Priors in Integral-field Spectroscopy of Exoplanets. , keywords =. doi:10.3847/1538-4357/833/2/134 , archivePrefix =. 1602.00691 , primaryClass =

  15. [15]

    Mamajek and K

    NASA Exoplanet Exploration Program (ExEP) Mission Star List for the Habitable Worlds Observatory (2023). arXiv e-prints , keywords =. doi:10.48550/arXiv.2402.12414 , archivePrefix =. 2402.12414 , primaryClass =

  16. [16]

    , keywords =

    Analyzing the Designs of Planet-Finding Missions. , keywords =. doi:10.1086/652181 , archivePrefix =. 0903.4915 , primaryClass =

  17. [17]

    EXOSIMS: Exoplanet Open-Source Imaging Mission Simulator

  18. [18]

    N., Antia, H

    WFIRST-AFTA coronagraph science yield modeling with EXOSIMS. Journal of Astronomical Telescopes, Instruments, and Systems , keywords =. doi:10.1117/1.JATIS.2.1.011006 , archivePrefix =. 1511.02869 , primaryClass =

  19. [19]

    Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report

    Wide-Field InfrarRed Survey Telescope-Astrophysics Focused Telescope Assets WFIRST-AFTA 2015 Report. arXiv e-prints , keywords =. doi:10.48550/arXiv.1503.03757 , archivePrefix =. 1503.03757 , primaryClass =

  20. [20]

    , keywords =

    Improving and Assessing Planet Sensitivity of the GPI Exoplanet Survey with a Forward Model Matched Filter. , keywords =. doi:10.3847/1538-4357/aa72dd , archivePrefix =. 1705.05477 , primaryClass =

  21. [21]

    Young gas giants in emission

    Trade-offs in high-contrast integral field spectroscopy for exoplanet detection and characterisation. Young gas giants in emission. , keywords =. doi:10.1051/0004-6361/202245169 , archivePrefix =. 2305.19355 , primaryClass =

  22. [22]

    , keywords =

    Radial Velocity Measurements of HR 8799 b and c with Medium Resolution Spectroscopy. , keywords =. doi:10.3847/1538-3881/ab4594 , archivePrefix =. 1909.07571 , primaryClass =

  23. [23]

    The Astrophysical Journal , author =

    Are These Planets or Brown Dwarfs? Broadly Solar Compositions from High-resolution Atmospheric Retrievals of 10 30 M _ Jup Companions. , keywords =. doi:10.3847/1538-4357/ad4796 , archivePrefix =. 2405.13128 , primaryClass =

  24. [24]

    , keywords =

    Assessing the C/O Ratio Formation Diagnostic: A Potential Trend with Companion Mass. , keywords =. doi:10.3847/1538-3881/ace442 , archivePrefix =. 2212.04557 , primaryClass =

  25. [25]

    Space Telescopes and Instrumentation 2014: Optical, Infrared, and Millimeter Wave , year = 2014, editor =

    Detector selection for the WFIRST-AFTA coronagraph integral field spectrograph. Space Telescopes and Instrumentation 2014: Optical, Infrared, and Millimeter Wave , year = 2014, editor =. doi:10.1117/12.2060321 , adsurl =

  26. [26]

    C., Steiger, S., Tokadjian, A., et al

    Cross-Model Validation of Coronagraphic Exposure Time Calculators for the Habitable Worlds Observatory: A Report from the Exoplanet Science Yield sub-Working Group. arXiv e-prints , keywords =. doi:10.48550/arXiv.2502.18556 , archivePrefix =. 2502.18556 , primaryClass =

  27. [27]

    , keywords =

    The HOSTS Survey for Exozodiacal Dust: Observational Results from the Complete Survey. , keywords =. doi:10.3847/1538-3881/ab7817 , archivePrefix =. 2003.03499 , primaryClass =

  28. [28]

    Observing Exoplanets with High Dispersion Coronagraphy. I. The Scientific Potential of Current and Next-generation Large Ground and Space Telescopes. , keywords =. doi:10.3847/1538-3881/aa6474 , archivePrefix =. 1703.00582 , primaryClass =

  29. [29]

    The Near-Infrared Spectrograph (NIRSpec) on the James Webb Space Telescope. III. Integral-field spectroscopy. Astron. Astrophys. , keywords =. doi:10.1051/0004-6361/202142589 , archivePrefix =. 2202.03308 , primaryClass =

  30. [30]

    S., Seager, S., Mennesson, B., et al

    The Habitable Exoplanet Observatory (HabEx) Mission Concept Study Final Report. arXiv e-prints , keywords =. doi:10.48550/arXiv.2001.06683 , archivePrefix =. 2001.06683 , primaryClass =

  31. [31]

    2019, arXiv preprint arXiv:1912.06219

    The LUVOIR Mission Concept Study Final Report. arXiv e-prints , keywords =. doi:10.48550/arXiv.1912.06219 , archivePrefix =. 1912.06219 , primaryClass =

  32. [32]

    Ground-based and Airborne Instrumentation for Astronomy X , year = 2024, editor =

    Fringing analysis and forward modeling of Keck Planet Imager and Characterizer (KPIC) spectra. Ground-based and Airborne Instrumentation for Astronomy X , year = 2024, editor =. doi:10.1117/12.3018020 , adsurl =

  33. [33]

    , keywords =

    JWST MIRI/MRS in-flight absolute flux calibration and tailored fringe correction for unresolved sources. , keywords =. doi:10.1051/0004-6361/202245633 , archivePrefix =. 2212.03596 , primaryClass =

  34. [34]

    , keywords =

    The James Webb Space Telescope Mission: Optical Telescope Element Design, Development, and Performance. , keywords =. doi:10.1088/1538-3873/acada0 , archivePrefix =. 2301.01779 , primaryClass =

  35. [35]

    Science (New York, N.Y.) , author =

    Detection of Carbon Monoxide and Water Absorption Lines in an Exoplanet Atmosphere. Science , keywords =. doi:10.1126/science.1232003 , archivePrefix =. 1303.3280 , primaryClass =

  36. [36]

    Snellen , `` Exoplanet atmospheres at high spectral resolution ,'' arXiv e-prints , arXiv:2505.08926 (2025)

    Exoplanet atmospheres at high spectral resolution. arXiv e-prints , keywords =. doi:10.48550/arXiv.2505.08926 , archivePrefix =. 2505.08926 , primaryClass =

  37. [37]

    Journal of Astronomical Telescopes, Instruments, and Systems , keywords =

    Baseline requirements for detecting biosignatures with the HabEx and LUVOIR mission concepts. Journal of Astronomical Telescopes, Instruments, and Systems , keywords =. doi:10.1117/1.JATIS.4.3.035001 , archivePrefix =. 1806.04324 , primaryClass =

  38. [38]

    Molecule maps of the Pictoris system with SINFONI

    Medium-resolution integral-field spectroscopy for high-contrast exoplanet imaging. Molecule maps of the Pictoris system with SINFONI. , keywords =. doi:10.1051/0004-6361/201832902 , archivePrefix =. 1802.09721 , primaryClass =

  39. [39]

    , keywords =

    Direct Detection and Characterization of Exoplanets Using Imaging Fourier Transform Spectroscopy. , keywords =. doi:10.1088/1538-3873/ad37d8 , archivePrefix =. 2310.15231 , primaryClass =

  40. [40]

    Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series , year = 2017, editor =

    Baseline requirements for detecting biosignatures with the HabEx and LUVOIR mission concepts. Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series , year = 2017, editor =. doi:10.1117/12.2275222 , adsurl =

  41. [41]

    Analytical model applied to the case of ELT/HARMONI

    Exoplanet detection limits using spectral cross-correlation with spectro-imaging. Analytical model applied to the case of ELT/HARMONI. , keywords =. doi:10.1051/0004-6361/202346185 , archivePrefix =. 2311.13275 , primaryClass =

  42. [42]

    , keywords =

    Bioverse: Giant Magellan Telescope and Extremely Large Telescope Direct Imaging and High-resolution Spectroscopy Assessment Surveying Exo-Earth O _ 2 and Testing the Habitable Zone Oxygen Hypothesis. , keywords =. doi:10.3847/1538-3881/adb02f , archivePrefix =. 2405.11423 , primaryClass =

  43. [43]

    , keywords =

    A 3D Drizzle Algorithm for JWST and Practical Application to the MIRI Medium Resolution Spectrometer. , keywords =. doi:10.3847/1538-3881/acdddc , archivePrefix =. 2306.05520 , primaryClass =

  44. [44]

    Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave , year = 2024, editor =

    Coronagraph design survey for future exoplanet direct imaging space missions. Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave , year = 2024, editor =. doi:10.1117/12.3020614 , adsurl =

  45. [45]

    Modeling, Systems Engineering, and Project Management for Astronomy VI , year = 2016, editor =

    Science yield modeling with the Exoplanet Open-Source Imaging Mission Simulator (EXOSIMS). Modeling, Systems Engineering, and Project Management for Astronomy VI , year = 2016, editor =. doi:10.1117/12.2233913 , adsurl =

  46. [46]

    Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave , year = 2024, editor =

    The Habitable Worlds Observatory engineering view: status, plans, and opportunities. Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave , year = 2024, editor =. doi:10.1117/12.3018328 , adsurl =

  47. [47]

    D., Sitarski, B

    Habitable Worlds Observatory's Concept and Technology Maturation: Initial Feasibility and Trade Space Exploration. arXiv e-prints , keywords =. doi:10.48550/arXiv.2601.11803 , archivePrefix =. 2601.11803 , primaryClass =

  48. [48]

    Reflected Spectroscopy of Small Exoplanets. III. Probing the UV Band to Measure Biosignature Gases. , keywords =. doi:10.3847/1538-3881/acefd3 , archivePrefix =. 2308.08490 , primaryClass =

  49. [49]

    , keywords =

    Reflected Spectroscopy of Small Exoplanets II: Characterization of Terrestrial Exoplanets. , keywords =. doi:10.3847/1538-3881/ac6b97 , archivePrefix =. 2204.13816 , primaryClass =

  50. [50]

    2025, ApJ, 981, 138, doi: 10.3847/1538-4357/adb42c

    Early Accretion of Large Amounts of Solids for Directly Imaged Exoplanets. , keywords =. doi:10.3847/1538-4357/adb42c , archivePrefix =. 2310.00088 , primaryClass =

  51. [51]

    , keywords =

    Constructing a Flexible Likelihood Function for Spectroscopic Inference. , keywords =. doi:10.1088/0004-637X/812/2/128 , archivePrefix =. 1412.5177 , primaryClass =

  52. [52]

    The PACO algorithm

    Exoplanet detection in angular differential imaging by statistical learning of the nonstationary patch covariances. The PACO algorithm. , keywords =. doi:10.1051/0004-6361/201832745 , adsurl =

  53. [53]

    Journal of Astronomical Telescopes, Instruments, and Systems , keywords =

    Scientific impact of a noiseless energy-resolving detector for a future exoplanet-imaging mission. Journal of Astronomical Telescopes, Instruments, and Systems , keywords =. doi:10.1117/1.JATIS.10.2.025008 , archivePrefix =. 2405.08883 , primaryClass =

  54. [54]

    , keywords =

    Detecting Exoplanets Closer to Stars with Moderate Spectral Resolution Integral-field Spectroscopy. , keywords =. doi:10.3847/1538-3881/acd6a3 , archivePrefix =. 2305.10362 , primaryClass =

  55. [55]

    Journal of Astronomical Telescopes, Instruments, and Systems , number =

    Sarah Steiger and Pin Chen and Laurent Pueyo , title =. Journal of Astronomical Telescopes, Instruments, and Systems , number =. 2026 , doi =

  56. [56]

    Feinberg , J

    L. Feinberg , J. Ziemer , M. Ansdell , et al. , `` The Habitable Worlds Observatory engineering view: status, plans, and opportunities ,'' in Space Telescopes and Instrumentation 2024: Optical, Infrared, and Millimeter Wave , L. E. Coyle , S. Matsuura , and M. D. Perrin , Eds., Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series 13...

  57. [57]

    B. S. Gaudi , S. Seager , B. Mennesson , et al. , `` The Habitable Exoplanet Observatory (HabEx) Mission Concept Study Final Report ,'' arXiv e-prints , arXiv:2001.06683 (2020)

  58. [58]

    The LUVOIR Team , `` The LUVOIR Mission Concept Study Final Report ,'' arXiv e-prints , arXiv:1912.06219 (2019)

  59. [59]

    L. D. Feinberg , B. N. Sitarski , M. W. McElwain , et al. , `` Habitable Worlds Observatory's Concept and Technology Maturation: Initial Feasibility and Trade Space Exploration ,'' arXiv e-prints , arXiv:2601.11803 (2026)

  60. [60]

    Y. K. Feng , T. D. Robinson , J. J. Fortney , et al. , `` Characterizing Earth Analogs in Reflected Light: Atmospheric Retrieval Studies for Future Space Telescopes ,'' 155 , 200 (2018)

  61. [61]

    T. D. Brandt and D. S. Spiegel , `` Prospects for detecting oxygen, water, and chlorophyll on an exo-Earth ,'' Proceedings of the National Academy of Science 111 , 13278--13283 (2014)

  62. [62]

    Damiano and R

    M. Damiano and R. Hu , `` Reflected Spectroscopy of Small Exoplanets II: Characterization of Terrestrial Exoplanets ,'' 163 , 299 (2022)

  63. [63]

    Damiano , R

    M. Damiano , R. Hu , and B. Mennesson , `` Reflected Spectroscopy of Small Exoplanets. III. Probing the UV Band to Measure Biosignature Gases ,'' 166 , 157 (2023)

  64. [64]

    Zhang , M

    J. Zhang , M. Bottom , and E. Serabyn , `` Direct Detection and Characterization of Exoplanets Using Imaging Fourier Transform Spectroscopy ,'' 136 , 054401 (2024)

  65. [65]

    J. P. Greco and T. D. Brandt , `` The Measurement, Treatment, and Impact of Spectral Covariance and Bayesian Priors in Integral-field Spectroscopy of Exoplanets ,'' 833 , 134 (2016)

  66. [66]

    M. W. McElwain , L. D. Feinberg , M. D. Perrin , et al. , `` The James Webb Space Telescope Mission: Optical Telescope Element Design, Development, and Performance ,'' 135 , 058001 (2023)

  67. [67]

    K. A. Horstman , J.-B. Ruffio , J. J. Wang , et al. , `` Fringing analysis and forward modeling of Keck Planet Imager and Characterizer (KPIC) spectra ,'' in Ground-based and Airborne Instrumentation for Astronomy X , J. J. Bryant , K. Motohara , and J. R. D. Vernet , Eds., Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series 13096 ...

  68. [68]

    Gasman , I

    D. Gasman , I. Argyriou , G. C. Sloan , et al. , `` JWST MIRI/MRS in-flight absolute flux calibration and tailored fringe correction for unresolved sources ,'' 673 , A102 (2023)

  69. [69]

    D. R. Law , J. E. Morrison , I. Argyriou , et al. , `` A 3D Drizzle Algorithm for JWST and Practical Application to the MIRI Medium Resolution Spectrometer ,'' 166 , 45 (2023)

  70. [70]

    Ruffio , M

    J.-B. Ruffio , M. D. Perrin , K. K. W. Hoch , et al. , `` JWST-TST High Contrast: Achieving Direct Spectroscopy of Faint Substellar Companions Next to Bright Stars with the NIRSpec Integral Field Unit ,'' 168 , 73 (2024)

  71. [71]

    Czekala , S

    I. Czekala , S. M. Andrews , K. S. Mandel , et al. , `` Constructing a Flexible Likelihood Function for Spectroscopic Inference ,'' 812 , 128 (2015)

  72. [72]

    Q. M. Konopacky , T. S. Barman , B. A. Macintosh , et al. , `` Detection of Carbon Monoxide and Water Absorption Lines in an Exoplanet Atmosphere ,'' Science 339 , 1398--1401 (2013)

  73. [73]

    H. J. Hoeijmakers , H. Schwarz , I. A. G. Snellen , et al. , `` Medium-resolution integral-field spectroscopy for high-contrast exoplanet imaging. Molecule maps of the Pictoris system with SINFONI ,'' 617 , A144 (2018)

  74. [74]

    Ruffio , B

    J.-B. Ruffio , B. Macintosh , Q. M. Konopacky , et al. , `` Radial Velocity Measurements of HR 8799 b and c with Medium Resolution Spectroscopy ,'' 158 , 200 (2019)

  75. [75]

    Snellen , `` Exoplanet atmospheres at high spectral resolution ,'' arXiv e-prints , arXiv:2505.08926 (2025)

    I. Snellen , `` Exoplanet atmospheres at high spectral resolution ,'' arXiv e-prints , arXiv:2505.08926 (2025)

  76. [76]

    K. K. W. Hoch , Q. M. Konopacky , C. A. Theissen , et al. , `` Assessing the C/O Ratio Formation Diagnostic: A Potential Trend with Companion Mass ,'' 166 , 85 (2023)

  77. [77]

    J. W. Xuan , C.-C. Hsu , L. Finnerty , et al. , `` Are These Planets or Brown Dwarfs? Broadly Solar Compositions from High-resolution Atmospheric Retrievals of 10 30 M _ Jup Companions ,'' 970 , 71 (2024)

  78. [78]

    Wang , `` Early Accretion of Large Amounts of Solids for Directly Imaged Exoplanets ,'' 981 , 138 (2025)

    J. Wang , `` Early Accretion of Large Amounts of Solids for Directly Imaged Exoplanets ,'' 981 , 138 (2025)

  79. [79]

    Landman , I

    R. Landman , I. A. G. Snellen , C. U. Keller , et al. , `` Trade-offs in high-contrast integral field spectroscopy for exoplanet detection and characterisation. Young gas giants in emission ,'' 675 , A157 (2023)

  80. [80]

    Bidot , D

    A. Bidot , D. Mouillet , and A. Carlotti , `` Exoplanet detection limits using spectral cross-correlation with spectro-imaging. Analytical model applied to the case of ELT/HARMONI ,'' 682 , A10 (2024)

Showing first 80 references.