A Unified HI Rotation Curve Database for 122 Dwarf and Irregular Galaxies
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Introduction to the show: ident: Astrophysics Radio. Generated commentary on the latest astrophysics papers.
Vera: Hi, I'm Vera.
Jocelyn: And I'm Jocelyn, here with Subrahmanyan.
Vera: We're looking at the paper: "A Unified HI Rotation Curve Database for 122 Dwarf and Irregular Galaxies".
Jocelyn: Here's the gist of the paper. The gist The present work presents a unified H i rotation curve database for 129 dwarf and irregular galaxies drawn from four Local Volume surveys, providing standardized kinematic parameters, distance estimates, morphological classifications, and rotation curve data in machinereadable formats to support retrieval augmented generation applications and cross-survey kinematic analysis Survey Sources and Selection The database assembles and standardizes rotation curve data from four major interferometric surveys into a unified JSON/CSV corpus with a documented schema, quality tiers, and omega-readiness flags The LVHIS survey provides ATCA H i observations of 82 galaxies within approximately 10 Mpc, with published tilted-ring kinematic models The VLA-ANGST survey targeted 35 dwarf galaxies in the Local Volume with the VLA in B and C configurations The LITTLE THINGS survey provides high-resolution VLA H i imaging and tilted-ring rotation curves for 41 nearby dwarf irregulars WALLABY DR2 provides ASKAP blind H i survey data, filtering 41 dwarf and irregular candidates based on morphological classification and peak rotation velocity Corpus Construction The corpus is designed with a documented 27-field schema covering identification, coordinates, morphology, distance, kinematics, HI properties, rotation curve data, and quality metadata The core fields include the galaxy string identifier LVHIS VLA ANGST LITTLE THINGS WALLABY Distance is recorded in Mpc with methods such as TRGB Cepheid flow SBF Quality tiers distinguish 1 = full RC; 2 = seed/estimate, where Tier 1 includes "Full multi-point tilted-ring rotation curves" Omega-readiness is flagged as True if a galaxy satisfies three conditions: (1) npoints ≥ 5; (2) quality tier 1; and (3) the rotation field is classified as kinematically regular Two LITTLE THINGS galaxies are explicitly excluded from the omega-ready subsample despite meeting the pointcount criterion due to specific kinematic issues Quality Tiers and Omega-Readiness Two quality tiers are defined: Tier 1 consists of 26 galaxies with "Full multi-point tilted-ring rotation curves with published kinematic models" Tier 2 includes 103 galaxies with "Single-ring or profile-width velocity estimates from published best-fit models" A galaxy is flagged omega ready=True if it satisfies the criteria for Tier 1 and has a kinematically regular rotation field This process yields 24 omega-ready galaxies, all from LITTLE THINGS The omega correction is treated throughout as an empirical kinematic descriptor, with no modification to Newtonian or relativistic gravity proposed Worked Examples and Results Three worked examples demonstrate the corpus utility, including a single-galaxy kinematic query for IC 5152 which yielded a peak rotation velocity of 39.5 km s−1 A population filter query in the Centaurus A group returned 11 galaxies from the LVHIS component with peak rotation velocities below 80 km s−1 The kinematic correction applied to DDO 154 (LITTLE THINGS) resulted in an angular velocity offset of ω = 6.162 rad Gyr−1 This value is consistent with the SPARC spiral population mean of 7.06 ± 3.26 rad Gyr−1 The 84 SPARC Q=1 spiral galaxies showed that the outer gap Vadj(R2) − Vobs(R2) is negative, consistent with results across 84 SPARC Q=1 spiral galaxies Discussion and Limitations The 24 omega-ready LITTLE THINGS galaxies yielded ω values from 3.6 to 32.7 rad Gyr−1 with a median of 9.94 rad Gyr−1, overlapping the SPARC spiral distribution within approximately one standard deviation The corpus enables a qualitative new test of the omega correction: does the kinematic regularity persist into genuinely dark-matter-dominated dwarfs where baryonic disk physics is fundamentally different Limitations include no baryonic decomposition for LITTLE THINGS, which prevents full RMSE(Vadj, Vbary) comparison without Vgas/Vdisk baryonic decomposition Furthermore, LVHIS and VLA-ANGST entries are in seed mode and lack systemic velocities for all 33 LVHIS entries Five WALLABY galaxies have distances between 55 and 92 Mpc, reflecting the larger survey volume of ASKAP The corpus and all scripts are available at Zenodo (https://doi.org/10.5281/zenodo.20320362) Software: Python (Van Rossum & Drake 2009), NumPy (Harris et al.
Vera: 2020), SciPy (Virtanen et al.
Jocelyn: 2019), Matplotlib (Hunter 2007), Astropy (Astropy Collaboration et al.
Vera: 2018) REFERENCES Astropy Collaboration et al.
Paper summary: Vera: To recap, this paper presents a unified HI rotation curve database for one hundred twenty-nine dwarf and irregular galaxies, pulling data from four surveys: LVHIS with thirty-three galaxies, VLA-ANGST with twenty-nine LITTLE THINGS with twenty-six and WALLABY DR2 with forty-one <ref:2605.22163#pg1,rotation curve database for 129 dwarf and irregular galaxies>.
Jocelyn: The main goal is to provide standardized kinematic parameters like distance estimates and morphological classifications alongside the rotation curve data itself in machine-readable JSON, JSONL, and CSV formats.
Subrahmanyan: What makes it useful is the documented twenty-seven-field schema that covers everything from identification to rotation curve points, innermost radius, outermost radius, and quality metadata <ref:2605.22163#pg1>.
Vera: They set up quality tiers: Tier one for those with full multi-point tilted-ring rotation curves with published kinematic models <ref:2605.22163#pg1,with full multi-point tilted-ring rotation curves>. Tier two for single-ring or profile width velocity estimates from published best-fit models <ref:2605.22163#pg2>.
Jocelyn: Then they introduce the omega readiness flag, which marks galaxies that are suitable for their empirical omega correction based on having at least five points, being quality tier one, and having a kinematically regular rotation field.
Subrahmanyan: They found that this process identifies twenty-four omega-ready galaxies, all from LITTLE THINGS <ref:2605.22163#pg1>. This specific subset is where they apply the correction to test its performance against other populations.
Vera: The authors demonstrate the utility by showing worked examples, like a single-galaxy query for IC five thousand one hundred fifty-two giving a peak rotation velocity of thirty-nine point five km per second, and population filter queries in the Centaurus A group returning galaxies with peak velocities below eighty km per second.
Jocelyn: They also show that applying the kinematic correction to DDO one hundred fifty-four from LITTLE THINGS resulted in an angular velocity offset of omega equals six point one six two radians per gigayear minus one, which compares to the SPARC spiral population mean of seven point zero six plus or minus three point two six rad per gigayear minus one.
Subrahmanyan: This comparison with the SPARC spiral distribution is important because it shows how this empirical descriptor fits within the context of known dynamics for disk galaxies and dwarfs alike, right?
Vera: The authors conclude that these twenty-four omega-ready LITTLE THINGS galaxies yielded omega values from three point six to thirty-two point seven rad per gigayear minus one, with a median of nine point nine four rad per gigayear minus one, which overlaps with the SPARC spiral distribution within about one standard deviation.
Jocelyn: So, they are providing a tool that lets us compare these different types of rotation curves systematically across surveys and test an empirical correction in a way that's useful for catalog searching.
Conclusion: Vera: So, looking at this whole effort, the "Unified HI Rotation Curve Database for one hundred twenty-two Dwarf and Irregular Galaxies" is essentially a comprehensive data resource built to standardize how we look at these smaller galaxies <ref:2605.22163#pg1>.
Jocelyn: The paper by Flynn and Cannaliato presents this database as a way to bridge the gaps between different observational surveys, making it much easier for researchers to perform cross-survey kinematic analysis.
Subrahmanyan: It’s important that they emphasize that they aren't proposing any new dynamical model with this work; it is purely about assembling and standardizing existing data in a useful format.
Vera: The implication is that we can use this database to do more rigorous tests of existing empirical kinematic descriptors, like the omega correction, by comparing results from different sources consistently.
Jocelyn: For someone who only listens to the show, it means that when you're looking at dwarf or irregular galaxies in a specific survey, you have a standardized way to pull out the kinematic data so you can compare it directly with other studies.
Subrahmanyan: The authors are setting up this corpus as a foundation for future work because they've created this structured data set that allows for qualitative tests of how kinematic regularity persists into genuinely dark-matter-dominated dwarfs where baryonic disk physics is fundamentally different.
Vera: It’s about creating a consistent environment where we can test if the same physical behaviors we see in spirals apply to these much smaller systems, right?
D. C. Flynn
EPS Research
astro-ph.GA, astro-ph.IM
Submitted: 2026-05-21
Updated: 2026-10-21
Comments: v2: 7 pages, 1 figure, 1 table. Describes corrected corpus v1.3 (doi:10.5281/zenodo.23503221; 122 galaxies): LITTLE THINGS model rows removed, WALLABY re-ingested from WKAPP models, LVHIS rebuilt from Koribalski et al. (2018) Table 9 with corrected reference. Omega unit conversion corrected; v1 population statistics withdrawn
License: http://creativecommons.org/licenses/by/4.0/
Importance score: 85/100
The gist: The gist The present work presents a unified H i rotation curve database for 129 dwarf and irregular galaxies drawn from four Local Volume surveys, providing standardized kinematic parameters,
Key concepts
- HI Rotation Curve Database
- A standardized collection of measurements showing how the gas in a galaxy rotates. This database combines data from multiple sources, allowing scientists to study the movement of gas in many dwarf and irregular galaxies consistently, regardless of which survey originally measured it.
- Quality Tiers
- A system used to rank the reliability of each galaxy's rotation curve data. Tier 1 galaxies have full, published tilted-ring rotation curves with kinematic models, while Tier 2 entries have single-ring or profile-width velocity estimates from best-fit models.
- Omega Correction ($Ω$ estimator)
- An empirical kinematic descriptor used to correct angular velocity measurements. This correction is applied to LITTLE THINGS galaxies and helps test whether the kinematic regularity observed in these dwarfs persists in systems dominated by dark matter.
Terminology
Summary
The gist The present work presents a unified H i rotation curve database for 129 dwarf and irregular galaxies drawn from four Local Volume surveys, providing standardized kinematic parameters, distance estimates, morphological classifications, and rotation curve data in machinereadable formats to support retrieval augmented generation applications and cross-survey kinematic analysis
Survey Sources and Selection
The database assembles and standardizes rotation curve data from four major interferometric surveys into a unified JSON/CSV corpus with a documented schema, quality tiers, and omega-readiness flags The LVHIS survey provides ATCA H i observations of 82 galaxies within approximately 10 Mpc, with published tilted-ring kinematic models The VLA-ANGST survey targeted 35 dwarf galaxies in the Local Volume with the VLA in B and C configurations The LITTLE THINGS survey provides high-resolution VLA H i imaging and tilted-ring rotation curves for 41 nearby dwarf irregulars WALLABY DR2 provides ASKAP blind H i survey data, filtering 41 dwarf and irregular candidates based on morphological classification and peak rotation velocity
Corpus Construction
The corpus is designed with a documented 27-field schema covering identification, coordinates, morphology, distance, kinematics, HI properties, rotation curve data, and quality metadata The core fields include the galaxy string identifier LVHIS VLA ANGST LITTLE THINGS WALLABY Distance is recorded in Mpc with methods such as TRGB Cepheid flow SBF Quality tiers distinguish 1 = full RC; 2 = seed/estimate, where Tier 1 includes Full multi-point tilted-ring rotation curves
Omega-readiness is flagged as True if a galaxy satisfies three conditions: (1) npoints ≥ 5; (2) quality tier 1; and (3) the rotation field is classified as kinematically regular Two LITTLE THINGS galaxies are explicitly excluded from the omega-ready subsample despite meeting the pointcount criterion due to specific kinematic issues
Quality Tiers and Omega-Readiness
Two quality tiers are defined: Tier 1 consists of 26 galaxies with Full multi-point tilted-ring rotation curves with published kinematic models
Tier 2 includes 103 galaxies with Single-ring or profile-width velocity estimates from published best-fit models
A galaxy is flagged omega ready=True if it satisfies the criteria for Tier 1 and has a kinematically regular rotation field This process yields 24 omega-ready galaxies, all from LITTLE THINGS The omega correction is treated throughout as an empirical kinematic descriptor, with no modification to Newtonian or relativistic gravity proposed
Worked Examples and Results
Three worked examples demonstrate the corpus utility, including a single-galaxy kinematic query for IC 5152 which yielded a peak rotation velocity of 39.5 km s−1 A population filter query in the Centaurus A group returned 11 galaxies from the LVHIS component with peak rotation velocities below 80 km s−1 The kinematic correction applied to DDO 154 (LITTLE THINGS) resulted in an angular velocity offset of ω = 6.162 rad Gyr−1 This value is consistent with the SPARC spiral population mean of 7.06 ± 3.26 rad Gyr−1 The 84 SPARC Q=1 spiral galaxies showed that the outer gap Vadj(R2) − Vobs(R2) is negative, consistent with results across 84 SPARC Q=1 spiral galaxies
Discussion and Limitations
The 24 omega-ready LITTLE THINGS galaxies yielded ω values from 3.6 to 32.7 rad Gyr−1 with a median of 9.94 rad Gyr−1, overlapping the SPARC spiral distribution within approximately one standard deviation The corpus enables a qualitative new test of the omega correction: does the kinematic regularity persist into genuinely dark-matter-dominated dwarfs where baryonic disk physics is fundamentally different Limitations include no baryonic decomposition for LITTLE THINGS, which prevents full RMSE(Vadj, Vbary) comparison without Vgas/Vdisk baryonic decomposition Furthermore, LVHIS and VLA-ANGST entries are in seed mode and lack systemic velocities for all 33 LVHIS entries Five WALLABY galaxies have distances between 55 and 92 Mpc, reflecting the larger survey volume of ASKAP The corpus and all scripts are available at Zenodo (https://doi.org/10.5281/zenodo.20320362)
Software: Python (Van Rossum & Drake 2009), NumPy (Harris et al. 2020), SciPy (Virtanen et al. 2019), Matplotlib (Hunter 2007), Astropy (Astropy Collaboration et al. 2018)
REFERENCES
Astropy Collaboration et al. 2023, ApJ, 935, 167
Flynn, D. C. 2026a, Baryonic Validation of the Omega Kinematic Correction Across 84 SPARC Galaxies
Flynn, D. C. 2026b, A Unified HI Rotation Curve Corpus submitted to Astronomy and Computing (ASCOM-D-26-00129); Zenodo
Flynn, D. C., & Cannaliato, J. 2025, Frontiers in Astronomy and Space Sciences
Harris, C. R., et al. 2023, Nature
Hunter, J. D. 2018, Computing in Science & Engineering
Hunter, D. A., Ficut-Vicas, D., Ashley, T., et al. 2019, AJ
Koribalski, B. S., et al. 2023, MNRAS
Koribalski, B. S., et al. 2024, Ap&SS
Lelli, F., McGaugh, S. S., & Schombert, J. M. 2018, AJ
McGaugh, S. S., Lelli, F., & Schombert, J. M. 2018, PRL
Milgrom, M. 1983, ApJ
Navarro, J. F., Frenk, C. S., & White, S. D. M. 1997, ApJ
Oh, S.-H., Hunter, D. A., Brinks, E., et al. 2023, AJ
Ott, J., et al. 2018, AJ
Teyssier, R. 2005, A&A
Van Rossum, G., & Drake, F. L. 2019, Python 3 Reference Manual
Virtanen, P., et al. 2019, Nature Methods
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Draft version May 22, 2026
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A Unified H i Rotation Curve Database for 129 Local Volume Dwarf and Irregular Galaxies
D. C.
Improvements for AI systems
-
Improved data retrieval systems can perform cross-survey kinematic analysis because
The database provides standardised kinematic parameters, distance estimates, morphological classifications, and rotation curve data in machinereadable JSON, JSONL, and CSV formats with a documented 27-field schema.
-
AI systems can accurately query for population filters using the new corpus structure; for example, they can execute queries like
Which galaxies in the Centaurus A group have peak rotation velocities below 80 km s−1?
which returns specific results from the LVHIS component. -
Advanced models can apply empirical kinematic corrections to dwarf galaxies; specifically, an AI system can calculate omega values using the formula provided in Example 3 to test consistency with SPARC populations, as shown by
the angular velocity offset is: omega = V2 / R2 - V1 / R1 R1 / R2 3/2 = 6.297 km s−1 kpc−1.
-
The system can perform quality tier filtering based on the defined criteria; for instance, it can distinguish between Tier 1 galaxies (
Full multi-point tilted-ring rotation curves
) and Tier 2 entries (Single-ring or profile-width velocity estimates
). -
AI applications can conduct targeted validation of kinematic models by comparing results across different survey pipelines; this allows testing
whether ω correlates with baryonic surface density, dark matter fraction, or other physical parameters across the dwarf-to-spiral transition.
Abstract
We present a unified HI rotation curve database for 122 dwarf and irregular galaxies drawn from three Local Volume surveys, the Local Volume HI Survey (LVHIS; 32 galaxies), VLA-ANGST (29) and LITTLE THINGS (26), and from the WALLABY DR2 kinematic catalogue (35). The database provides standardised kinematic parameters, distance estimates, morphological classifications, and rotation curve data in machine-readable JSON, JSONL, and CSV formats with a documented schema, supporting retrieval-augmented generation (RAG) applications and cross-survey kinematic analysis. Quality tiers distinguish 26 galaxies with published tilted-ring rotation curves and per-point uncertainties from 96 automated-pipeline, single-ring or profile-width entries. Three worked examples demonstrate corpus queries, including evaluation of the ω estimator for DDO 154 (LITTLE THINGS). This work is presented as a data resource; no new dynamical model is proposed. This version describes corpus v1.3, which corrects the LITTLE THINGS curves (v1.1), the WALLABY entries (v1.2) and the LVHIS entries and reference (v1.3) of v1.0. The database and all computation scripts are available at Zenodo (https://doi.org/10.5281/zenodo.23503221).
Sources
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