Robust cross-correlation-based measurement of clump sizes in galaxies

Kamran Ali, Danail Obreschkow, David B. Fisher, Karl Glazebrook, Ivana Damjanov, Roberto G. Abraham, Robert Bassett

Research output: Contribution to journalArticle

3 Citations (Scopus)

Abstract

Stars form in molecular complexes that are visible as giant clouds (similar to 10(5-6) M-circle dot) in nearby galaxies and as giant clumps (similar to 10(8-9) M-circle dot) in galaxies at redshifts z approximate to 1-3. Theoretical inferences on the origin and evolution of these complexes often require robust measurements of their characteristic size, which is hard to measure at limited resolution and often ill-defined due to overlap and quasi-fractal substructure. We show that maximum and luminosity-weighted sizes of clumps seen in star formation maps (e.g., H alpha) can be recovered statistically using the two-point correlation function (2PCF) if an approximate stellar surface density map is taken as the normalizing random field. After clarifying the link between Gaussian clumps and the 2PCF analytically, we design a method for measuring the diameters of Gaussian clumps with realistic quasi-fractal substructure. This method is tested using mock images of clumpy disk galaxies at different spatial resolutions and perturbed by Gaussian white noise. We find that the 2PCF can recover the input clump scale at similar to 20% accuracy, as long as this scale is larger than the spatial resolution. We apply this method to the local spiral galaxy NGC 5194, as well as to three clumpy turbulent galaxies from the DYNAMO-HST sample. In both cases, our statistical measurements of Ha. clump size agree with previous measurements and with the estimated Jeans lengths. However, the new measurements are free from subjective choices when fitting individual clumps.

Original languageEnglish
Article number37
Number of pages12
JournalThe Astrophysical Journal: an international review of astronomy and astronomical physics
Volume845
Issue number1
DOIs
Publication statusPublished - 10 Aug 2017

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