Successes and challenges of factor analysis/target transformation application to visible-to-near-infrared hyperspectral data

Drill-Core Mineral Abundance Estimation Using Hyperspectral and High-Resolution Mineralogical Data

(2020) Laura Tuşa et al.   Remote Sensing

Synergistic ground and orbital observations of iron oxides on Mt. Sharp and Vera Rubin ridge

(2020) A. A. Fraeman et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

Mineralogy of Vera Rubin Ridge from the Mars Science Laboratory CheMin Instrument

(2020) E. B. Rampe et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

Spectral, Compositional, and Physical Properties of the Upper Murray Formation and Vera Rubin ridge, Gale Crater, Mars

(2020) S. R. Jacob et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

A new method for atmospheric correction and de-noising of CRISM hyperspectral data

(2020) Yuki Itoh et al.   ICARUS

Quantitative Reconstruction and Denoising Method HyBER for Hyperspectral Image Data and Its Application to CRISM

(2019) Linyun He et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Deep Learning for Hyperspectral Image Classification: An Overview

(2019) Shutao Li et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Orbital Identification of Hydrated Silica in Jezero Crater, Mars

(2019) J. D. Tarnas et al.   GEOPHYSICAL RESEARCH LETTERS

A Machine Learning Framework for Drill-Core Mineral Mapping Using Hyperspectral and High-Resolution Mineralogical Data Fusion

(2019) Isabel Cecilia Contreras Acosta et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Evaluating the performance of hyperspectral short-wave infrared sensors for the pre-sorting of complex ores using machine learning methods

(2019) L. Tuşa et al.   MINERALS ENGINEERING

A search for minerals associated with serpentinization across Mars using CRISM spectral data

(2018) Elena S. Amador et al.   ICARUS

Sand Mineralogy Within the Bagnold Dunes, Gale Crater, as Observed In Situ and From Orbit

(2018) E. B. Rampe et al.   GEOPHYSICAL RESEARCH LETTERS

Mars global simulant MGS-1: A Rocknest-based open standard for basaltic martian regolith simulants

(2018) Kevin M. Cannon et al.   ICARUS

Automatic, exploratory mineralogical mapping of CRISM imagery using summary product signatures

(2017) Elyse Allender et al.   ICARUS

Identification and refinement of martian surface mineralogy using factor analysis and target transformation of near-infrared spectroscopic data

(2017) Nancy H. Thomas et al.   ICARUS

Mineralogy and stratigraphy of the Gale crater rim, wall, and floor units

(2017) Jennifer Buz et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

Compositional variations in sands of the Bagnold Dunes, Gale crater, Mars, from visible-shortwave infrared spectroscopy and comparison with ground truth from the Curiosity rover

(2017) M. G. A. Lapotre et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

Chemistry, mineralogy, and grain properties at Namib and High dunes, Bagnold dune field, Gale crater, Mars: A synthesis of Curiosity rover observations

(2017) B. L. Ehlmann et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

Smectite deposits in Marathon Valley, Endeavour Crater, Mars, identified using CRISM hyperspectral reflectance data

(2016) V. K. Fox et al.   GEOPHYSICAL RESEARCH LETTERS

Characterization of artifacts introduced by the empirical volcano-scan atmospheric correction commonly applied to CRISM and OMEGA near-infrared spectra

(2016) S.M. Wiseman et al.   ICARUS

Mars Reconnaissance Orbiter and Opportunity observations of the Burns formation: Crater hopping at Meridiani Planum

(2015) R. E. Arvidson et al.   JOURNAL OF GEOPHYSICAL RESEARCH-PLANETS

Mineralogy of the MSL Curiosity landing site in Gale crater as observed by MRO/CRISM

(2014) Kimberly D. Seelos et al.   GEOPHYSICAL RESEARCH LETTERS

An Evaluation of Low-Rank Mahalanobis Metric Learning Techniques for Hyperspectral Image Classification

(2014) Brian D. Bue   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

A hematite-bearing layer in Gale Crater, Mars: Mapping and implications for past aqueous conditions

(2013) A. A. Fraeman et al.   GEOLOGY

Hydrated minerals on Endeavour Crater's rim and interior, and surrounding plains: New insights from CRISM data

(2012) E. Z. Noe Dobrea et al.   GEOPHYSICAL RESEARCH LETTERS

Orbital identification of clays and carbonates in Gusev crater

(2012) John Carter et al.   ICARUS

Identification of Carbonate-Rich Outcrops on Mars by the Spirit Rover

(2010) R. V. Morris et al.   SCIENCE

Phyllosilicates and sulfates at Endeavour Crater, Meridiani Planum, Mars

(2009) J. J. Wray et al.   GEOPHYSICAL RESEARCH LETTERS

Characterization of phyllosilicates observed in the central Mawrth Vallis region, Mars, their potential formational processes, and implications for past climate

(2009) Nancy K. McKeown et al.   JOURNAL OF GEOPHYSICAL RESEARCH

Hyperspectral Subspace Identification

(2008) J.M. Bioucas-Dias et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Hydrated silicate minerals on Mars observed by the Mars Reconnaissance Orbiter CRISM instrument

(2008) John F. Mustard et al.   NATURE

Phyllosilicate Diversity and Past Aqueous Activity Revealed at Mawrth Vallis, Mars

(2008) J. L. Bishop et al.   SCIENCE