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20240921200750-d07fa14d739427c1b0dd9917511c7fbf4f450189 + 20240921200750 + + JOSS Admin + admin@theoj.org + + The Open Journal + + + + + Journal of Open Source Software + JOSS + 2475-9066 + + 10.21105/joss + https://joss.theoj.org + + + + + 09 + 2024 + + + 9 + + 101 + + + + orbitize! v3: Orbit fitting for the High-contrast +Imaging Community + + + + Sarah + Blunt + https://orcid.org/0000-0002-3199-2888 + + + Jason Jinfei + Wang + https://orcid.org/0000-0003-0774-6502 + + + Lea + Hirsch + + + Roberto + Tejada + + + Vighnesh + Nagpal + https://orcid.org/0000-0001-5909-4433 + + + Tirth Dharmesh + Surti + + + Sofia + Covarrubias + https://orcid.org/0000-0003-1858-561X + + + Thea + McKenna + https://orcid.org/0009-0008-0290-2143 + + + Rodrigo Ferrer + Chávez + + + Jorge + Llop-Sayson + https://orcid.org/0000-0002-3414-784X + + + Mireya + Arora + + + Amanda + Chavez + + + Devin + Cody + https://orcid.org/0000-0002-7713-5937 + + + Saanika + Choudhary + + + Adam J. R. W. + Smith + + + William + Balmer + + + Tomas + Stolker + https://orcid.org/0000-0002-5823-3072 + + + Hannah + Gallamore + + + Clarissa R. Do + Ó + https://orcid.org/0000-0001-5173-2947 + + + Eric L. + Nielsen + + + Robert J. De + Rosa + https://orcid.org/0000-0002-4918-0247 + + + + 09 + 21 + 2024 + + + 6756 + + + 10.21105/joss.06756 + + + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + + + + Software archive + 10.5281/zenodo.1475226 + + + GitHub review issue + https://github.com/openjournals/joss-reviews/issues/6756 + + + + 10.21105/joss.06756 + https://joss.theoj.org/papers/10.21105/joss.06756 + + + https://joss.theoj.org/papers/10.21105/joss.06756.pdf + + + + + + orbitize!: A Comprehensive Orbit-fitting +Software Package for the High-contrast Imaging Community + Blunt + The Astronomical Journal + 3 + 159 + 10.3847/1538-3881/ab6663 + 2020 + Blunt, S., Wang, J. J., Angelo, I., +Ngo, H., Cody, D., De Rosa, R. J., Graham, J. R., Hirsch, L., Nagpal, +V., Nielsen, E. L., Pearce, L., Rice, M., & Tejada, R. (2020). +orbitize!: A Comprehensive Orbit-fitting Software Package for the +High-contrast Imaging Community. The Astronomical Journal, 159(3), 89. +https://doi.org/10.3847/1538-3881/ab6663 + + + Octofitter: Fast, Flexible, and Accurate +Orbit Modeling to Detect Exoplanets + Thompson + The Astronomical Journal + 4 + 166 + 10.3847/1538-3881/acf5cc + 2023 + Thompson, W., Lawrence, J., Blakely, +D., Marois, C., Wang, J., Giordano, M., Brandt, T., Johnstone, D., +Ruffio, J.-B., Ammons, S. M., Crotts, K. A., Do Ó, C. R., Gonzales, E. +C., & Rice, M. (2023). Octofitter: Fast, Flexible, and Accurate +Orbit Modeling to Detect Exoplanets. The Astronomical Journal, 166(4), +164. https://doi.org/10.3847/1538-3881/acf5cc + + + orvara: An Efficient Code to Fit Orbits Using +Radial Velocity, Absolute, and/or Relative Astrometry + Brandt + The Astronomical Journal + 5 + 162 + 10.3847/1538-3881/ac042e + 2021 + Brandt, T. D., Dupuy, T. J., Li, Y., +Brandt, G. M., Zeng, Y., Michalik, D., Bardalez Gagliuffi, D. C., & +Raposo-Pulido, V. (2021). orvara: An Efficient Code to Fit Orbits Using +Radial Velocity, Absolute, and/or Relative Astrometry. The Astronomical +Journal, 162(5), 186. +https://doi.org/10.3847/1538-3881/ac042e + + + Improving Orbit Estimates for Incomplete +Orbits with a New Approach to Priors: with Applications from Black Holes +to Planets + O’Neil + The Astronomical Journal + 1 + 158 + 10.3847/1538-3881/ab1d66 + 2019 + O’Neil, K. K., Martinez, G. D., Hees, +A., Ghez, A. M., Do, T., Witzel, G., Konopacky, Q., Becklin, E. E., Chu, +D. S., Lu, J. R., Matthews, K., & Sakai, S. (2019). Improving Orbit +Estimates for Incomplete Orbits with a New Approach to Priors: with +Applications from Black Holes to Planets. The Astronomical Journal, +158(1), 4. +https://doi.org/10.3847/1538-3881/ab1d66 + + + Obliquity Constraints on an Extrasolar +Planetary-mass Companion + Bryan + The Astronomical Journal + 4 + 159 + 10.3847/1538-3881/ab76c6 + 2020 + Bryan, M. L., Chiang, E., Bowler, B. +P., Morley, C. V., Millholland, S., Blunt, S., Ashok, K. B., Nielsen, +E., Ngo, H., Mawet, D., & Knutson, H. A. (2020). Obliquity +Constraints on an Extrasolar Planetary-mass Companion. The Astronomical +Journal, 159(4), 181. +https://doi.org/10.3847/1538-3881/ab76c6 + + + Algorithmic Speedups and Posterior Biases +from Orbit Fitting of Directly Imaged Exoplanets in Cartesian +Coordinates + Ferrer-Chávez + Research Notes of the American Astronomical +Society + 7 + 5 + 10.3847/2515-5172/ac151d + 2021 + Ferrer-Chávez, R., Blunt, S., & +Wang, J. J. (2021). Algorithmic Speedups and Posterior Biases from Orbit +Fitting of Directly Imaged Exoplanets in Cartesian Coordinates. Research +Notes of the American Astronomical Society, 5(7), 162. +https://doi.org/10.3847/2515-5172/ac151d + + + Improving MCMC convergence for joint +astrometry and radial velocity orbit-fits through +reparameterization + Surti + Research Notes of the American Astronomical +Society + 6 + 7 + 10.3847/2515-5172/acdc29 + 2023 + Surti, T., Hirsch, L., Madayen, T., +Ali, Z., Nielsen, E., Blunt, S., Wang, J., Ferrer-Chávez, R., & +Macintosh, B. (2023). Improving MCMC convergence for joint astrometry +and radial velocity orbit-fits through reparameterization. Research +Notes of the American Astronomical Society, 7(6), 121. +https://doi.org/10.3847/2515-5172/acdc29 + + + N-body Interactions will be Detectable in the +HR-8799 System within 5 yr with VLTI-GRAVITY + Covarrubias + Research Notes of the American Astronomical +Society + 3 + 6 + 10.3847/2515-5172/ac61d8 + 2022 + Covarrubias, S., Blunt, S., & +Wang, J. J. (2022). N-body Interactions will be Detectable in the +HR-8799 System within 5 yr with VLTI-GRAVITY. Research Notes of the +American Astronomical Society, 6(3), 66. +https://doi.org/10.3847/2515-5172/ac61d8 + + + DYNESTY: a dynamic nested sampling package +for estimating Bayesian posteriors and evidences + Speagle + Monthly Notices of the Royal Astronomical +Society + 3 + 493 + 10.1093/mnras/staa278 + 2020 + Speagle, J. S. (2020). DYNESTY: a +dynamic nested sampling package for estimating Bayesian posteriors and +evidences. Monthly Notices of the Royal Astronomical Society, 493(3), +3132–3158. https://doi.org/10.1093/mnras/staa278 + + + The Gemini Planet Imager Exoplanet Survey: +Dynamical Mass of the Exoplanet \beta Pictoris b from Combined Direct +Imaging and Astrometry + Nielsen + The Astronomical Journal + 2 + 159 + 10.3847/1538-3881/ab5b92 + 2020 + Nielsen, E. L., De Rosa, R. J., Wang, +J. J., Sahlmann, J., Kalas, P., Duchêne, G., Rameau, J., Marley, M. S., +Saumon, D., Macintosh, B., Millar-Blanchaer, M. A., Nguyen, M. M., +Ammons, S. M., Bailey, V. P., Barman, T., Bulger, J., Chilcote, J., +Cotten, T., Doyon, R., … Wolff, S. (2020). The Gemini Planet Imager +Exoplanet Survey: Dynamical Mass of the Exoplanet \beta Pictoris b from +Combined Direct Imaging and Astrometry. The Astronomical Journal, +159(2), 71. +https://doi.org/10.3847/1538-3881/ab5b92 + + + First VLTI/GRAVITY Observations of HIP 65426 +b: Evidence for a Low or Moderate Orbital Eccentricity + Blunt + The Astronomical Journal + 6 + 166 + 10.3847/1538-3881/ad06b7 + 2023 + Blunt, S., Balmer, W. O., Wang, J. +J., Lacour, S., Petrus, S., Bourdarot, G., Kammerer, J., Pourré, N., +Rickman, E., Shangguan, J., Winterhalder, T., Abuter, R., Amorim, A., +Asensio-Torres, R., Benisty, M., Berger, J.-P., Beust, H., Boccaletti, +A., Bohn, A., … Exogravity Collaboration. (2023). First VLTI/GRAVITY +Observations of HIP 65426 b: Evidence for a Low or Moderate Orbital +Eccentricity. The Astronomical Journal, 166(6), 257. +https://doi.org/10.3847/1538-3881/ad06b7 + + + Imaging Extrasolar Giant +Planets + Bowler + Publications of the Astronomical Society of +the Pacific + 968 + 128 + 10.1088/1538-3873/128/968/102001 + 2016 + Bowler, B. P. (2016). Imaging +Extrasolar Giant Planets. Publications of the Astronomical Society of +the Pacific, 128(968), 102001. +https://doi.org/10.1088/1538-3873/128/968/102001 + + + The Hipparcos-Gaia Catalog of Accelerations: +Gaia EDR3 Edition + Brandt + The Astrophysical Journal Supplement +Series + 2 + 254 + 10.3847/1538-4365/abf93c + 2021 + Brandt, T. D. (2021). The +Hipparcos-Gaia Catalog of Accelerations: Gaia EDR3 Edition. The +Astrophysical Journal Supplement Series, 254(2), 42. +https://doi.org/10.3847/1538-4365/abf93c + + + The mass of \beta Pictoris c from \beta +Pictoris b orbital motion + Lacour + Astronomy & Astrophysics + 654 + 10.1051/0004-6361/202141889 + 2021 + Lacour, S., Wang, J. J., Rodet, L., +Nowak, M., Shangguan, J., Beust, H., Lagrange, A.-M., Abuter, R., +Amorim, A., Asensio-Torres, R., Benisty, M., Berger, J.-P., Blunt, S., +Boccaletti, A., Bohn, A., Bolzer, M.-L., Bonnefoy, M., Bonnet, H., +Bourdarot, G., … Gravity Collaboration. (2021). The mass of \beta +Pictoris c from \beta Pictoris b orbital motion. Astronomy & +Astrophysics, 654, L2. +https://doi.org/10.1051/0004-6361/202141889 + + + Population-level Eccentricity Distributions +of Imaged Exoplanets and Brown Dwarf Companions: Dynamical Evidence for +Distinct Formation Channels + Bowler + The Astronomical Journal + 2 + 159 + 10.3847/1538-3881/ab5b11 + 2020 + Bowler, B. P., Blunt, S. C., & +Nielsen, E. L. (2020). Population-level Eccentricity Distributions of +Imaged Exoplanets and Brown Dwarf Companions: Dynamical Evidence for +Distinct Formation Channels. The Astronomical Journal, 159(2), 63. +https://doi.org/10.3847/1538-3881/ab5b11 + + + sblunt/orbitize: Hotfix for hipparcos +saving/loading bug + Blunt + 10.5281/zenodo.1475226 + 2024 + Blunt, S., Wang, J., Ngo, H., +isabelangelo, Cody, D., TirthDS, vighneshnagpal, Covarrubias, S., +thea-mckenna, jorgellop, Rosa, R. D., Arora, M., Ferrer-Chávez, R., +Rice, M., Balmer, W. O., Hirsch, L., Smith, A. J. R. W., Hsu, D. C.-C., +Poon, M., … wcroberson. (2024). sblunt/orbitize: Hotfix for hipparcos +saving/loading bug (Version v3.0.1). Zenodo. +https://doi.org/10.5281/zenodo.1475226 + + + + + + From ddae5bff82cf93470e2ead8a68497ffe4b988cae Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Sat, 21 Sep 2024 21:08:16 +0100 Subject: [PATCH 3/3] Creating 10.21105.joss.06756.jats --- .../paper.jats/10.21105.joss.06756.jats | 1123 +++++++++++++++++ 1 file changed, 1123 insertions(+) create mode 100644 joss.06756/paper.jats/10.21105.joss.06756.jats diff --git a/joss.06756/paper.jats/10.21105.joss.06756.jats b/joss.06756/paper.jats/10.21105.joss.06756.jats new file mode 100644 index 0000000000..a3c5e289e0 --- /dev/null +++ b/joss.06756/paper.jats/10.21105.joss.06756.jats @@ -0,0 +1,1123 @@ + + +
+ + + + +Journal of Open Source Software +JOSS + +2475-9066 + +Open Journals + + + +6756 +10.21105/joss.06756 + +orbitize! v3: Orbit fitting for the High-contrast Imaging +Community + + + +https://orcid.org/0000-0002-3199-2888 + +Blunt +Sarah + + + +* + + +https://orcid.org/0000-0003-0774-6502 + +Wang +Jason Jinfei + + + + + +Hirsch +Lea + + + + + +Tejada +Roberto + + + + +https://orcid.org/0000-0001-5909-4433 + +Nagpal +Vighnesh + + + + + +Surti +Tirth Dharmesh + + + + +https://orcid.org/0000-0003-1858-561X + +Covarrubias +Sofia + + + + +https://orcid.org/0009-0008-0290-2143 + +McKenna +Thea + + + + + + + + +Chávez +Rodrigo Ferrer + + + + +https://orcid.org/0000-0002-3414-784X + +Llop-Sayson +Jorge + + + + + +Arora +Mireya + + + + + +Chavez +Amanda + + + + +https://orcid.org/0000-0002-7713-5937 + +Cody +Devin + + + + + +Choudhary +Saanika + + + + + +Smith +Adam J. R. W. + + + + + +Balmer +William + + + + +https://orcid.org/0000-0002-5823-3072 + +Stolker +Tomas + + + + + +Gallamore +Hannah + + + + +https://orcid.org/0000-0001-5173-2947 + +Ó +Clarissa R. Do + + + + + +Nielsen +Eric L. + + + + +https://orcid.org/0000-0002-4918-0247 + +Rosa +Robert J. De + + + + + +Center for Interdisciplinary Exploration and Research in +Astrophysics (CIERA), Northwestern University + + + + +California Institute of Technology + + + + +Leiden Observatory, Leiden University + + + + +Jet Propulsion Laboratory, California Institute of +Technology + + + + +Department of Physics/Kavli Institute for Particle +Astrophysics and Cosmology, Stanford University + + + + +Southeastern Universities Research +Association + + + + +Astronomy Department, Cornell University + + + + +NASA Goddard Space Flight Center, Code 698 + + + + +Google LLC + + + + +Department of Astronomy & Astrophysics, University of +California San Diego + + + + +Department of Chemical & Physical Sciences, University +of Toronto Mississauga + + + + +Department of Astrophysical Sciences, Princeton +University + + + + +University of California, Berkeley + + + + +University of Michigan + + + + +New Mexico State University + + + + +Johns Hopkins University + + + + +European Southern Observatory + + + + +* E-mail: + + +14 +3 +2024 + +9 +101 +6756 + +Authors of papers retain copyright and release the +work under a Creative Commons Attribution 4.0 International License (CC +BY 4.0) +2022 +The article authors + +Authors of papers retain copyright and release the work under +a Creative Commons Attribution 4.0 International License (CC BY +4.0) + + + +Python +astronomy +Orbit fitting +exoplanets +high-contrast imaging + + + + + + Summary +

orbitize! is a package for Bayesian modeling + of the orbital parameters of resolved binary objects from time series + measurements. It was developed with the needs of the high-contrast + imaging community in mind, and has since also become widely used in + the binary star community. A generic orbitize! + use case involves translating relative astrometric time series, + optionally combined with radial velocity or astrometric time series, + into a set of derived orbital posteriors.

+

This paper is published alongside the release of + orbitize! version 3.0, which has seen + significant enhancements in functionality and accessibility since the + release of version 1.0 + (Blunt + et al., 2020).

+
+ + Statement of need +

The orbital parameters of directly-imaged planets and binary stars + can tell us about their present-day dynamics and formation histories + (Bowler, + 2016), as well as about their inherent physical characteristics + (particularly mass, generally called “dynamical mass” when derived + from orbital constraints, e.g. Brandt + (2021), + Lacour et al. + (2021)).

+

orbitize! is widely used in the exoplanet + imaging and binary star communities to translate astrometric data to + information about eccentricities + (Bowler + et al., 2020), obliquities + (Bryan + et al., 2020), dynamical masses + (Lacour + et al., 2021), and more.

+

Each new released version of the orbitize! + source code is automatically archived on Zenodo + (Blunt + et al., 2024).

+
+ + Major features added since v1 +

For a detailed overview of the orbitize! + API, core functionality (including information about our Kepler + solver), and initial verification, we refer the reader to Blunt et al. + (2020). + This section lists major new features that have been added to the code + since the release of version 1.0 and directs the reader to more + information about each of them. A full descriptive list of + modifications to the code is maintained in our + changelog.

+

Major new features since v1 include:

+ + +

The functionality to jointly fit the radial velocity (RV) time + series for the primary star together with the secondary companion + (see Section 3 of Blunt et al. + (2023)). + For the primary star, the RV data can either be directly input + into orbitize! (as explained in the + Radial + Velocity Tutorial) or be fitted separately and then + used as priors (as detailed in the + Non-orbitize! + Posteriors as Priors Tutorial).

+
+ +

The ability to jointly fit absolute astrometry of the primary + star. orbitize! can fit the Hipparcos-Gaia + catalog of accelerations (Brandt + (2021); + see the + HGCA + Tutorial), as well as Hipparcos intermediate + astrometric data and Gaia astrometry, following Nielsen et al. + (2020) + (see the + Hipparcos + IAD Tutorial). It can also handle arbitrary absolute + astrometry (see the + Fitting + Arbitrary Astrometry Tutorial).

+
+ +

In addition to the MCMC and OFTI posterior computation + algorithms documented in Blunt et al. + (2020), + orbitize! version 3 also implements a + nested sampling backend, via dynesty + (Speagle + (2020); + see the + dynesty + Tutorial.)

+
+ +

orbitize! version 3 implements two + prescriptions for handling multi-planet effects. Keplerian + epicyclic motion of the primary star due to multiple orbiting + bodies, following Lacour et al. + (2021), + is discussed in the + Multi-planet + Tutorial, and N-body interactions are discussed in + Covarrubias et al. + (2022). + The Keplerian epicyclic motion prescription only accounts for + star-planet interactions, treating the motion of the star as a sum + of Keplerian orbit signals, while the N-body prescription models + this effect as well as planet-planet interactions.

+
+ +

The ability to fit in different orbital bases (Ferrer-Chávez et + al. + (2021), + Surti et al. + (2023); + see the + Changing + Bases tutorial), as well as the ability to apply the + observation-based priors derived in O’Neil et al. + (2019) + (see the + Observation-based + Priors Tutorial).

+
+
+
+ + Verification and Documentation +

orbitize! implements a full stack of + automated testing and documentation building practices. We use GitHub + Actions to automatically run a suite of unit tests, maintained in + orbitize/tests, + each time code is committed to the public repository or a pull request + is opened. The Jupyter notebook tutorials, maintained in + orbitize/docs/tutorials, + are also run automatically when a pull request to the + main branch is opened. Documentation is built + using sphinx, and hosted on readthedocs.org at + orbitize.info. + We also maintain a set of longer-running tests in + orbitize/tests/end-to-end-tests + that show real scientific use cases of the code. These tests are not + automatically run.

+

orbitize! is documented through API + docstrings describing individual functions, which are accessible on + our + readthedocs page, a set of + Jupyter + notebook tutorials walking the user through a particular + application, a set of + frequently + asked questions, and an in-progress + “manual” + describing orbit fitting with orbitize! from + first principles.

+
+ + Comparison to Similar Packages +

Since the release of orbitize! version 1, + other open source packages have been released that have similar goals + to orbitize!, notably + orvara + (Brandt + et al., 2021) and octofitter + (Thompson + et al., 2023). This is a wonderful development, as all packages + benefit from open sharing of knowledge! + orbitize!, orvara, and + octofitter can do many similar things, but each + has unique features and strengths; as an example, + octofitter is extraordinarily fast, and enables + joint astrometry extraction and orbit modeling, while + orbitize! has unique abilities to fit arbitrary + absolute astrometry (i.e. not from Hipparcos or Gaia) and model data + using an N-body backend. orvara analytically + marginalizes over parallax assuming a prior informed by Gaia, a + significant speed advantage, while orbitize! + allows different parallax priors to be used. We recommend that users + of each package compare the implementations of the particular features + they wish to use.

+

Best practices for orbit fitting, particularly using radial + velocities, for which the treatment of stellar activity is an active + area of research, and absolute astrometry with Gaia and Hipparcos, for + which the treatment of correlated errors is an active area of + research, evolve quickly. The philosophy of + orbitize! is to, as much as possible, implement + multiple approaches to a problem, evidenced by our multiple + implementations of radial velocity joint fitting and absolute + astrometry joint fitting (described above). For detailed information + about our particular implementations, we refer the reader to our + documentation.

+
+ + Acknowledgements +

Our team gratefully acknowledges support from the Heising-Simons + Foundation. S.B. and J.J.W. are supported by NASA Grant 80NSSC23K0280. + E.L.N. is supported by NASA Grants 21-ADAP21-0130 and + 80NSSC21K0958.

+

This paper describes additions made to + orbitize! between versions 1.0.0 and 3.0.0. We + are extremely grateful to Isabel Angelo, Henry Ngo, James Graham, + Logan Pearce, and Malena Rice, who contribtued code to version 1.0.0, + and are included as authors in Blunt et al. + (2020).

+
+ + + + + + + + BluntSarah + WangJason J. + AngeloIsabel + NgoHenry + CodyDevin + De RosaRobert J. + GrahamJames R. + HirschLea + NagpalVighnesh + NielsenEric L. + PearceLogan + RiceMalena + TejadaRoberto + + orbitize!: A Comprehensive Orbit-fitting Software Package for the High-contrast Imaging Community + The Astronomical Journal + 202003 + 159 + 3 + https://arxiv.org/abs/1910.01756 + 10.3847/1538-3881/ab6663 + 89 + + + + + + + ThompsonWilliam + LawrenceJensen + BlakelyDori + MaroisChristian + WangJason + GiordanoMosé + BrandtTimothy + JohnstoneDoug + RuffioJean-Baptiste + AmmonsS. Mark + CrottsKatie A. + Do ÓClarissa R. + GonzalesEileen C. + RiceMalena + + Octofitter: Fast, Flexible, and Accurate Orbit Modeling to Detect Exoplanets + The Astronomical Journal + 202310 + 166 + 4 + https://arxiv.org/abs/2402.01971 + 10.3847/1538-3881/acf5cc + 164 + + + + + + + BrandtTimothy D. + DupuyTrent J. + LiYiting + BrandtG. Mirek + ZengYunlin + MichalikDaniel + Bardalez GagliuffiDaniella C. + Raposo-PulidoVirginia + + orvara: An Efficient Code to Fit Orbits Using Radial Velocity, Absolute, and/or Relative Astrometry + The Astronomical Journal + 202111 + 162 + 5 + https://arxiv.org/abs/2105.11671 + 10.3847/1538-3881/ac042e + 186 + + + + + + + O’NeilK. Kosmo + MartinezG. D. + HeesA. + GhezA. M. + DoT. + WitzelG. + KonopackyQ. + BecklinE. E. + ChuD. S. + LuJ. 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