Cargando…

Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks

Carbonate rocks undergo low-temperature, post-depositional changes, including mineral precipitation, dissolution, or recrystallisation (diagenesis). Unravelling the sequence of these events is time-consuming, expensive, and relies on destructive analytical techniques, yet such characterization is es...

Descripción completa

Detalles Bibliográficos
Autores principales: McCormick, Cole A., Corlett, Hilary, Stacey, Jack, Hollis, Cathy, Feng, Jilu, Rivard, Benoit, Omma, Jenny E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571368/
https://www.ncbi.nlm.nih.gov/pubmed/34741100
http://dx.doi.org/10.1038/s41598-021-01118-4
_version_ 1784595005448388608
author McCormick, Cole A.
Corlett, Hilary
Stacey, Jack
Hollis, Cathy
Feng, Jilu
Rivard, Benoit
Omma, Jenny E.
author_facet McCormick, Cole A.
Corlett, Hilary
Stacey, Jack
Hollis, Cathy
Feng, Jilu
Rivard, Benoit
Omma, Jenny E.
author_sort McCormick, Cole A.
collection PubMed
description Carbonate rocks undergo low-temperature, post-depositional changes, including mineral precipitation, dissolution, or recrystallisation (diagenesis). Unravelling the sequence of these events is time-consuming, expensive, and relies on destructive analytical techniques, yet such characterization is essential to understand their post-depositional history for mineral and energy exploitation and carbon storage. Conversely, hyperspectral imaging offers a rapid, non-destructive method to determine mineralogy, while also providing compositional and textural information. It is commonly employed to differentiate lithology, but it has never been used to discern complex diagenetic phases in a largely monomineralic succession. Using spatial-spectral endmember extraction, we explore the efficacy and limitations of hyperspectral imaging to elucidate multi-phase dolomitization and cementation in the Cathedral Formation (Western Canadian Sedimentary Basin). Spectral endmembers include limestone, two replacement dolomite phases, and three saddle dolomite phases. Endmember distributions were mapped using Spectral Angle Mapper, then sampled and analyzed to investigate the controls on their spectral signatures. The absorption-band position of each phase reveals changes in %Ca (molar Ca/(Ca + Mg)) and trace element substitution, whereas the spectral contrast correlates with texture. The ensuing mineral distribution maps provide meter-scale spatial information on the diagenetic history of the succession that can be used independently and to design a rigorous sampling protocol.
format Online
Article
Text
id pubmed-8571368
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-85713682021-11-09 Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks McCormick, Cole A. Corlett, Hilary Stacey, Jack Hollis, Cathy Feng, Jilu Rivard, Benoit Omma, Jenny E. Sci Rep Article Carbonate rocks undergo low-temperature, post-depositional changes, including mineral precipitation, dissolution, or recrystallisation (diagenesis). Unravelling the sequence of these events is time-consuming, expensive, and relies on destructive analytical techniques, yet such characterization is essential to understand their post-depositional history for mineral and energy exploitation and carbon storage. Conversely, hyperspectral imaging offers a rapid, non-destructive method to determine mineralogy, while also providing compositional and textural information. It is commonly employed to differentiate lithology, but it has never been used to discern complex diagenetic phases in a largely monomineralic succession. Using spatial-spectral endmember extraction, we explore the efficacy and limitations of hyperspectral imaging to elucidate multi-phase dolomitization and cementation in the Cathedral Formation (Western Canadian Sedimentary Basin). Spectral endmembers include limestone, two replacement dolomite phases, and three saddle dolomite phases. Endmember distributions were mapped using Spectral Angle Mapper, then sampled and analyzed to investigate the controls on their spectral signatures. The absorption-band position of each phase reveals changes in %Ca (molar Ca/(Ca + Mg)) and trace element substitution, whereas the spectral contrast correlates with texture. The ensuing mineral distribution maps provide meter-scale spatial information on the diagenetic history of the succession that can be used independently and to design a rigorous sampling protocol. Nature Publishing Group UK 2021-11-05 /pmc/articles/PMC8571368/ /pubmed/34741100 http://dx.doi.org/10.1038/s41598-021-01118-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
McCormick, Cole A.
Corlett, Hilary
Stacey, Jack
Hollis, Cathy
Feng, Jilu
Rivard, Benoit
Omma, Jenny E.
Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
title Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
title_full Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
title_fullStr Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
title_full_unstemmed Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
title_short Shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
title_sort shortwave infrared hyperspectral imaging as a novel method to elucidate multi-phase dolomitization, recrystallization, and cementation in carbonate sedimentary rocks
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571368/
https://www.ncbi.nlm.nih.gov/pubmed/34741100
http://dx.doi.org/10.1038/s41598-021-01118-4
work_keys_str_mv AT mccormickcolea shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks
AT corletthilary shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks
AT staceyjack shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks
AT holliscathy shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks
AT fengjilu shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks
AT rivardbenoit shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks
AT ommajennye shortwaveinfraredhyperspectralimagingasanovelmethodtoelucidatemultiphasedolomitizationrecrystallizationandcementationincarbonatesedimentaryrocks