The pale blue dot: using the Planetary Spectrum Generator to simulate signals from hyper realistic exo-Earths
Vincent Kofman, Geronimo Villanueva, Thomas Fauchez, Avi Mandell, Ted, Johnson, Allison Payne, Natasha Latouf, Soumil Kelkar

TL;DR
This paper uses advanced simulations and real satellite data to analyze Earth's spectral signals, focusing on atmospheric variations and their implications for detecting biosignatures on exoplanets with future telescopes.
Contribution
It introduces a hyper realistic simulation framework for exo-Earth spectra, incorporating spatial variations, aerosols, and cloud effects, and assesses detection times for key biosignatures with future observatories.
Findings
Aerosols significantly influence Earth's reflectance spectra.
Cloud cover can improve the detectability of biosignatures.
Future observatories require longer exposure times than current designs.
Abstract
The atmospheres and surfaces of planets show tremendous amount of spatial variation, which has a direct effect on the spectrum of the object, even if this may not be spatially resolved. Here, we apply hyper realistic radiative simulations of Earth as an exoplanet comprising thousands of simulations and study the unresolved spectrum. The GlobES module on the Planetary Spectrum Generator was used, and we parameterized the atmosphere as described in the modern earth retrospective analysis for research and applications, MERRA2, database. The simulations were made into high spatial resolution images and compared to space based observations from the DSCOVR EPIC, at L1, and Himawari8, geostationary, satellites, confirming spatial variations and the spectral intensities of the simulations. The DSCOVR EPIC camera only functions in narrow wavelength bands, but strong agreement is demonstrated. It…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
