Machine Learning Mid‐Infrared Spectral Models for Predicting Modal Mineralogy of CI/CM Chondritic Asteroids and Bennu-Reference-Cited by-同舟云学术

Machine Learning Mid‐Infrared Spectral Models for Predicting Modal Mineralogy of CI/CM Chondritic Asteroids and Bennu

Published:2021-12 Issue:12 Volume:126 Page:
ISSN:2169-9097
Container-title:Journal of Geophysical Research: Planets
language:en
Short-container-title:JGR Planets

Author:

Breitenfeld L. B.¹^ORCID,Rogers A. D.¹^ORCID,Glotch T. D.¹^ORCID,Hamilton V. E.²^ORCID,Christensen P. R.³,Lauretta D. S.⁴,Gemma M. E.⁵⁶^ORCID,Howard K. T.⁷,Ebel D. S.⁵⁶,Kim G.¹,Kling A. M.⁸^ORCID,Nekvasil H.¹^ORCID,DiFrancesco N.⁹

Affiliation:

1. Department of Geosciences Stony Brook University Stony Brook NY USA

2. Department of Space Science Southwest Research Institute Boulder CO USA

3. School of Earth and Space Exploration Arizona State University Tempe AZ USA

4. Lunar and Planetary Laboratory University of Arizona Tucson AZ USA

5. Department of Earth and Planetary Sciences American Museum of Natural History New York NY USA

6. Department of Earth and Environmental Sciences Lamont Doherty Earth Observatory of Columbia University Palisades NY USA

7. Kingsborough Community College of the City University of New York Brooklyn NY USA

8. Department of Earth, Atmospheric, and Planetary Sciences Purdue University West Lafayette IN USA

9. Department of Atmospheric and Geological Sciences SUNY Oswego Oswego NY USA

Funder

NASA

Publisher

American Geophysical Union (AGU)

Subject

Space and Planetary Science,Earth and Planetary Sciences (miscellaneous),Geochemistry and Petrology,Geophysics

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1029/2021JE007035

Reference88 articles.

1. Linking mineralogy and spectroscopy of highly aqueously altered CM and CI carbonaceous chondrites in preparation for primitive asteroid sample return

2. Spectral slope variations for OSIRIS-REx target Asteroid (101955) Bennu: Possible evidence for a fine-grained regolith equatorial ridge

3. Reflectance and emission spectroscopy study of four groups of phyllosilicates: smectites, kaolinite-serpentines, chlorites and micas

4. Modal mineralogy of carbonaceous chondrites by X-ray diffraction and Mössbauer spectroscopy

5. Predicting olivine composition using Raman spectroscopy through band shift and multivariate analyses

Cited by 15 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Machine learning applications on lunar meteorite minerals: From classification to mechanical properties prediction;International Journal of Mining Science and Technology;2024-09

2. Compositional Characterization of Glassy Volcanic Material From VSWIR and MIR Spectra Using Partial Least Squares Regression Models;Earth and Space Science;2024-06

3. Nanoscale Spectroscopic Identification and Characterization of Minerals and Organic Matter in Ryugu Particles;Journal of Geophysical Research: Planets;2024-04

4. Effects of space weathering on the Christiansen feature position of lunar surface materials;Icarus;2024-04

5. Aqueous breakdown of aspartate and glutamate to n-ω-amino acids on the parent bodies of carbonaceous chondrites and asteroid Ryugu;Science Advances;2023-12-15