Classification of galaxy spectra from SDSS DR16 by galSpecNet: Model and Catalog
Ying Wu
This is a classification catalog of SDSS galaxy spectra by the GalSpecNet and the model itself, presented in the paper . The galaxies from SDSS are classified as star-forming, composite, AGN, and normal galaxies. The catalog includes basic information about galaxies (specobjid, ra, dec, redshift, and median SNR), classifications (from galSpecExtra/EmissionLinesPort/SIMBAD/NED), and the predictions made by the GalSpecNet (including the predicted probability for each type and the final predicted result).
Files
galSpecNet_catalog.csv
14.77 MB
galSpecNet_model.h5
1.21 MB
Paper Information
Paper Title:
Galaxy Spectral Classification and Feature Analysis Based on Convolutional Neural Network
Publication:
MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY
Identifiers
CSTR:
11379.11.101152
DOI:
10.12149/101152
VO Identifier:
ivo://China-VO/paperdata/MNRAS/wuying2023/101152
Publication Date:
2023-09-20
Citation Guidelines
Ying Wu et al. 2023. Classification of galaxy spectra from SDSS DR16 by galSpecNet: Model and Catalog. Version 1.0. https://doi.org/10.12149/101152
@misc{10.12149/101152,
doi = {10.12149/101152},
url = {https://doi.org/10.12149/101152},
author = {Ying Wu},
title = {Classification of galaxy spectra from SDSS DR16 by galSpecNet: Model and Catalog},
version = {1.0},
publisher = {Nataional Astronomical Data Center of China},
year= {2023}
}
doi = {10.12149/101152},
url = {https://doi.org/10.12149/101152},
author = {Ying Wu},
title = {Classification of galaxy spectra from SDSS DR16 by galSpecNet: Model and Catalog},
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.
2023-09-20