Mineral classification on Martian surface using CRISM hyperspectral data: a survey

P Kumari, S Soor, A Shetty… - Journal of Applied …, 2023 - spiedigitallibrary.org
The compact Reconnaissance Imaging Spectrometer for Mars (CRISM) has significantly
advanced our understanding of the mineralogy of Mars. With its enhanced spectral and …

Spectral reflectance properties of magnetites: Implications for remote sensing

MRM Izawa, EA Cloutis, T Rhind, SA Mertzman… - Icarus, 2019 - Elsevier
Abstract Magnetite (Fe 3+(Fe 2+ Fe 3+) 2 O 4) is ubiquitous in Earth and planetary materials,
forming in igneous, metamorphic, and sedimentary settings, sometimes influenced by …

Kerogen thermal maturity and content of organic-rich mudrocks determined using stochastic linear regression models applied to diffuse reflectance IR Fourier …

PR Craddock, MD Prange, AE Pomerantz - Organic Geochemistry, 2017 - Elsevier
A method is presented to estimate thermal maturity and concentration of sedimentary
organic matter (kerogen) in organic-rich mudrocks using diffuse reflectance infrared Fourier …

Machine learning approaches for classifying lunar soils

GRL Kodikara, LJ McHenry - Icarus, 2020 - Elsevier
We examine the ability of machine learning (ML) techniques to determine the physical and
mineralogical properties of lunar soil using reflectance spectra. We use the Lunar Soil …

Segmented curve-fitting method for continuum removal in hyperspectral images

P Kumari, S Soor, A Shetty, SG Koolagudi - 2023 - hal.science
A spectrum in a multiband remotely sensed image is generally a mixture of spectra of
different materials present in the scene which can be distinguished by distinct absorption …

Best Fit for Complex Peaks (BFCP) in Matlab® for quantitative analysis of in situ 2D X-ray diffraction data and Raman spectra

Y Li, PJA McCausland, RL Flemming - Computers & Geosciences, 2020 - Elsevier
Large mineral grains that have undergone shock metamorphism or tectonic stress can
exhibit plastic deformation. Using in situ micro X-Ray diffraction, such deformation is …

Thermal emission measurements of ordinary chondrite mineral analogs in a simulated asteroid environment: 2. Representative mineral mixtures

MS Bramble, RE Milliken, WR Patterson III - Icarus, 2021 - Elsevier
We investigate a suite of synthetic mineral mixtures designed to act as bulk mineralogical
analogs to H, L, and LL ordinary chondrite meteorites in order to probe how the thermal …

Improved deconvolution of mineral reflectance spectra

R Rialland, C Soussen, R Marion… - IEEE Journal of …, 2021 - ieeexplore.ieee.org
Reflectance spectroscopy is a widely used technique for mineral identification and
characterization. Since modern airborne and satellite-borne sensors yield an increasing …

Automated mineralogical anomaly detection using a categorization of optical maturity trend at lunar surface

S Roy, S Pathak, SN Omkar - International Journal of Remote …, 2021 - Taylor & Francis
The mineralogical anomaly is the mineralogically diagnostic character that differs from its
surrounding spectra in terms of absorption features of a spectrum. On the airless planetary …

Télédétection hyperspectrale pour l'identification et la caractérisation de minéraux industriels

R Rialland - 2021 - hal.science
La télédétection hyperspectrale permet l'étude de larges zones d'intérêt via la
caractérisation physico-chimique des surfaces observées. Cette thèse concerne …