Document Type
Article
Publication Date
10-2022
Keywords
data analysis methods; image analysis methods; galaxies; spiral galaxies; spiral arms; galaxy structure; galaxy evolution
Abstract
We present the MATLAB code Spirality, a novel method for measuring spiral arm pitch angles by fitting galaxy images to spiral templates of known pitch. Computation time is typically on the order of 2 min per galaxy, assuming 8 GB of working memory. We tested the code using 117 synthetic spiral images with known pitches, varying both the spiral properties and the input parameters. The code yielded correct results for all synthetic spirals with galaxy-like properties. We also compared the code’s results to two-dimensional Fast Fourier Transform (2DFFT) measurements for the sample of nearby galaxies defined by DMS PPak. Spirality’s error bars overlapped 2DFFT’s error bars for 26 of the 30 galaxies. The two methods’ agreement correlates strongly with galaxy radius in pixels and also with i-band magnitude, but not with redshift, a result that is consistent with at least some galaxies’ spiral structure being fully formed by z=1.2" role="presentation" style="box-sizing: border-box; max-height: none; display: inline; line-height: normal; font-size: 13.2px; font-size-adjust: none; overflow-wrap: normal; text-wrap-mode: nowrap; float: none; direction: ltr; max-width: none; min-width: 0px; min-height: 0px; border: 0px; padding: 0px; margin: 0px; color: rgb(34, 34, 34); font-family: Arial, Arial, Helvetica, sans-serif; position: relative;">𝑧=1.2z=1.2, beyond which there are few galaxies in our sample. The Spirality code package also includes GenSpiral, which produces FITS images of synthetic spirals, and SpiralArmCount, which uses a one-dimensional Fast Fourier Transform to count the spiral arms of a galaxy after its pitch is determined. All code is freely available.
Citation
Shields, D., Boe, B., Pfountz, C., Davis, B. L., Hartley, M., Miller, R., Slade, Z., Abdeen, M. S., Kennefick, D., & Kennefick, J. (2022). Spirality: A Novel Way to Measure Spiral Arm Pitch Angle. Galaxies, 10 (5), 100. https://doi.org/10.3390/galaxies10050100
Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 International License.