Taxonomic analysis of asteroids with artificial neural networks

We study the surface composition of asteroids with visible and/or infrared spectroscopy. For example, asteroid taxonomy is based on the spectral features or multiple color indices in visible and near-infrared wavelengths. The composition of asteroids gives key information to understand their origin...

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Veröffentlicht in:	arXiv.org 2023-11
Hauptverfasser:	Luo, Nanping, Wang, Xiaobin, Gu, Shenghong, Penttilä, Antti, Muinonen, Karri, Liu, Yisi
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Artificial neural networks Asteroids Astronomical instruments Celestial bodies Classification Composition Ground-based observation Infrared spectroscopy Labels Neural networks Observatories Spectra Spectrum analysis Stability analysis Taxonomy
Online-Zugang:	Volltext
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