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Main Authors: Bryson, Steve, Kunimoto, Michelle, Belikov, Ruslan, Bergsten, Galen J., Bhure, Sakhee, Borucki, William J., Caldwell, Douglas A., Chakrabarty, Aritra, Fernandes, Rachel B., He, Matthias Y., Jenkins, Jon M., Ment, Kristo, Meyer, Michael R., Mulders, Gijs D., Pascucci, Ilaria, Plavchan, Peter
Format: Preprint
Published: 2025
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Online Access:https://arxiv.org/abs/2511.05658
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author Bryson, Steve
Kunimoto, Michelle
Belikov, Ruslan
Bergsten, Galen J.
Bhure, Sakhee
Borucki, William J.
Caldwell, Douglas A.
Chakrabarty, Aritra
Fernandes, Rachel B.
He, Matthias Y.
Jenkins, Jon M.
Ment, Kristo
Meyer, Michael R.
Mulders, Gijs D.
Pascucci, Ilaria
Plavchan, Peter
author_facet Bryson, Steve
Kunimoto, Michelle
Belikov, Ruslan
Bergsten, Galen J.
Bhure, Sakhee
Borucki, William J.
Caldwell, Douglas A.
Chakrabarty, Aritra
Fernandes, Rachel B.
He, Matthias Y.
Jenkins, Jon M.
Ment, Kristo
Meyer, Michael R.
Mulders, Gijs D.
Pascucci, Ilaria
Plavchan, Peter
contents $η_{\oplus}$, the occurrence rate of rocky habitable zone exoplanets orbiting Sun-like stars, is of great interest to both the astronomical community and the general public. The Kepler space telescope has made it possible to estimate $η_{\oplus}$, but estimates by different groups vary by more than an order of magnitude. We identify several causes for this range of estimates. We first review why, despite being designed to estimate $η_{\oplus}$, Kepler's observations are not sufficient for a high-confidence estimate, due to Kepler's detection limit coinciding with the $η_{\oplus}$ regime. This results in a need to infer $η_{\oplus}$, for example extrapolating from a regime of non-habitable zone, non-rocky exoplanets. We examine two broad classes of causes that can account for the large discrepancy in $η_\oplus$ found in the literature: a) differences in definitions and input data between studies, and b) fundamental limits in Kepler data that lead to large uncertainties and poor accuracy. We highlight the risk of large biases when using extrapolation to describe small exoplanet populations in the habitable zone. We discuss how $η_{\oplus}$ estimates based on Kepler data can be improved, such as reprocessing Kepler data for more complete, higher-reliability detections and better exoplanet catalog characterization. We briefly survey upcoming space telescopes capable of measuring $η_{\oplus}$, and how they can be used to supplement Kepler data.
format Preprint
id arxiv_https___arxiv_org_abs_2511_05658
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Why Estimating $η_\oplus$ is Difficult: A Kepler-Centric Perspective
Bryson, Steve
Kunimoto, Michelle
Belikov, Ruslan
Bergsten, Galen J.
Bhure, Sakhee
Borucki, William J.
Caldwell, Douglas A.
Chakrabarty, Aritra
Fernandes, Rachel B.
He, Matthias Y.
Jenkins, Jon M.
Ment, Kristo
Meyer, Michael R.
Mulders, Gijs D.
Pascucci, Ilaria
Plavchan, Peter
Earth and Planetary Astrophysics
$η_{\oplus}$, the occurrence rate of rocky habitable zone exoplanets orbiting Sun-like stars, is of great interest to both the astronomical community and the general public. The Kepler space telescope has made it possible to estimate $η_{\oplus}$, but estimates by different groups vary by more than an order of magnitude. We identify several causes for this range of estimates. We first review why, despite being designed to estimate $η_{\oplus}$, Kepler's observations are not sufficient for a high-confidence estimate, due to Kepler's detection limit coinciding with the $η_{\oplus}$ regime. This results in a need to infer $η_{\oplus}$, for example extrapolating from a regime of non-habitable zone, non-rocky exoplanets. We examine two broad classes of causes that can account for the large discrepancy in $η_\oplus$ found in the literature: a) differences in definitions and input data between studies, and b) fundamental limits in Kepler data that lead to large uncertainties and poor accuracy. We highlight the risk of large biases when using extrapolation to describe small exoplanet populations in the habitable zone. We discuss how $η_{\oplus}$ estimates based on Kepler data can be improved, such as reprocessing Kepler data for more complete, higher-reliability detections and better exoplanet catalog characterization. We briefly survey upcoming space telescopes capable of measuring $η_{\oplus}$, and how they can be used to supplement Kepler data.
title Why Estimating $η_\oplus$ is Difficult: A Kepler-Centric Perspective
topic Earth and Planetary Astrophysics
url https://arxiv.org/abs/2511.05658