WorksPhysics and Astronomy
The ASAS-SN Catalog of Variable Stars X: Discovery of 116,000 New Variable Stars Using g-band Photometry
Abstract · v1
The All-Sky Automated Survey for Supernovae (ASAS-SN) is the first optical survey to monitor the entire sky, currently with a cadence of hours down to mag. ASAS-SN has routinely operated since 2013, collecting 2,000 to over 7,500 epochs of and band observations per field to date. This work illustrates the first analysis of ASAS-SN's newer, deeper, higher cadence band data. From an input source list of million isolated sources with ~mag, we identified variable star candidates using a random forest classifier trained on features derived from , 2MASS, and AllWISE. Using ASAS-SN band light curves, and an updated random forest classifier augmented with data from Citizen ASAS-SN, we classified the candidate variables into 8 broad variability types. We present a catalog of new variable stars with high classification probabilities, including periodic variables and irregular variables. We also recovered known variable stars.
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