Application of deep learning and spectral deconvolution for estimating mineral abundances of zeolite, Mg-sulfate and montmorillonite mixtures and its implications for Mars-Reference-Cited by-同舟云学术

Application of deep learning and spectral deconvolution for estimating mineral abundances of zeolite, Mg-sulfate and montmorillonite mixtures and its implications for Mars

Published:2022-11 Issue: Volume:223 Page:105579
ISSN:0032-0633
Container-title:Planetary and Space Science
language:en
Short-container-title:Planetary and Space Science

Author:

Kodikara Gayantha R.L.^ORCID,McHenry Lindsay J.,van der Meer Freek D.

Publisher

Elsevier BV

Subject

Space and Planetary Science,Astronomy and Astrophysics

Reference61 articles.

1. Infrared spectroscopic analysis on the nature of water in montmorillonite;Bishop;Clay Clay Miner.,1994

2. Spectral curve fitting for automatic hyperspectral data analysis;Brown;IEEE Trans. Geosci. Rem. Sens.,2006

3. Radiative transfer modeling of near-infrared reflectance of lunar highland and mare soils;Cahill;J. Geophys. Res.,2010

4. Compositional variations of the lunar crust: results from radiative transfer modeling of central peak spectra;Cahill;J. Geophys. Res.,2009

5. Hydrous minerals on Mars as seen by the CRISM and OMEGA imaging spectrometers: updated global view;Carter;J. geoPhy Res. Planets,2013

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