Developing methods for analyzing and extracting information from modern sky surveys is a challenging task in astrophysical studies and is important for many investigations of galactic and extragalactic objects. We have designed a method for determination of stellar parameters and interstellar extinctions from multicolor photometry. This method was applied to objects drawn from modern large photometric surveys. In this work, we give a review of the surveys and discuss problems of cross-identification, paying particular attention to the information flags contained in the surveys. Also we have determined new statistical relations to estimate the stellar atmospheric parameters using MK spectral classification.
CITATION STYLE
Malkov, O., Karpov, S., Kovaleva, D., Murthy, J., Sichevsky, S., Skvortsov, N., … Zhukov, A. (2020). Modern astronomical surveys for parameterization of stars and interstellar medium. In Communications in Computer and Information Science (Vol. 1223 CCIS, pp. 108–123). Springer. https://doi.org/10.1007/978-3-030-51913-1_8
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