Friday, 23 September 2016

An Automatic Deconvolution Method for Modified Gaussian Model using the Exchange Monte Carlo Method: Application to Reflectance Spectra of Synthetic Clinopyroxene

Remote sensing of reflectance spectra of Earth and other planetary bodies can be useful for identifying mineral distribution on their surfaces, especially in remote regions that are exceedingly challenging to perform field-based investigation, and those planetary surfaces yet to have in situ observation, mapping, characterization, sampling, and analyses.
Reflectance Spectra of Synthetic Clinopyroxene
Many different factors, however, can influence the surface spectra, such as various alteration and weathering processes, and observational conditions. Because a reflectance spectrum is a complex non-linear mixture of the above mentioned factors.

It is highly challenging to segregate each factor and extract the true mineral spectra, based solely on remotely observed reflectance spectra, and thus confidence in the resulting signatures should be gained by comparing with the reference spectra obtained by field or laboratory measurements.

No comments:

Post a Comment