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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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Photometric Galaxy Redshift Prediction

Authors: tsagkatakis, grigorios;

Photometric Galaxy Redshift Prediction

Abstract

Sloan Digital Sky Survey (SDSS) Galaxy Redshift Dataset This dataset comprises a curated collection of galaxy observations from the Sloan Digital Sky Survey (SDSS). It features photometric and spectroscopic data for 100 galaxies, specifically selected to cover a range of redshifts from 0 to 0.4. The dataset includes the following key parameters for each galaxy: Photometric Data: Magnitudes in the SDSS 'u', 'g', 'r', 'i', and 'z' bands. Spectroscopic Data: Measured redshift (redshift) and its error (redshift_error). Additional Metadata: objid: Unique identifier for the photometric object. specObjID: Unique identifier for the spectroscopic object. ra: Right ascension in decimal degrees. dec: Declination in decimal degrees. class: Classification of the object, all marked as 'GALAXY'. Purpose and Use This dataset is intended for use in astronomical research and education, particularly in studies involving galaxy properties and distribution, cosmology, and machine learning applications such as redshift prediction models. The data is well-suited for developing and testing predictive models that estimate redshifts from photometric data, aiding in the expansion of accessible astronomical analysis tools. Data Collection Method The data was extracted using SQL queries against the public SDSS DR16 database, ensuring accuracy and relevance in current astronomical research contexts. Accessibility The dataset is made available under a CC0 license to promote open scientific research and collaboration within the astronomical community and beyond.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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