Catalogue of stellar spectral types
shijinghang
Results of processing 50.24 million SDSS stars without corresponding spectra using convolutional neural networks and photometric images. These contain 7438 O-type stars, 31 433 B-type stars, 201 189 A-type stars, 909 999 F-type stars, 10 986 047 G-type stars, 18 941 101 K-type stars, and 19 168 337 M-type stars.
Files
sdss-stellar-type-catalogue.csv
7.11 GB
Paper Information
Paper Title:
Stellar classification with convolutional neural networks and photometric images: a new catalogue of 50 million SDSS stars without spectra
Publication:
Monthly Notices of the Royal Astronomical Society
Identifiers
CSTR:
11379.11.101125
DOI:
10.12149/101125
VO Identifier:
ivo://China-VO/paperdata/MNRAS/shijinghang2023/101125
Publication Date:
2023-09-19
Citation Guidelines
shijinghang et al. 2023. Catalogue of stellar spectral types. Version 1.0. https://doi.org/10.12149/101125
@misc{10.12149/101125,
doi = {10.12149/101125},
url = {https://doi.org/10.12149/101125},
author = {shijinghang},
title = {Catalogue of stellar spectral types},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2023}
}
doi = {10.12149/101125},
url = {https://doi.org/10.12149/101125},
author = {shijinghang},
title = {Catalogue of stellar spectral types},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2023}
}
Versions
Main
This DOI represents all versions, and will always resolve to the latest one.
2023-09-19