An improved algorithm for unmixing firstorder reversal curve diagrams using principal component analysis

RJ Harrison, J Muraszko, D Heslop… - Geochemistry …, 2018 - Wiley Online Library
… We illustrate FORC-PCA with examples of quantitative unmixing of magnetic components
that will have widespread applicability in paleomagnetism and environmental magnetism. …

Unmixing biogenic and terrigenous magnetic mineral components in red clay of the Pacific Ocean using principal component analyses of first-order reversal curve …

T Yamazaki, W Fu, T Shimono, Y Usui - Earth, Planets and Space, 2020 - Springer
… to evaluate the constituents of magnetic mineral assemblages (eg, … principal component
analysis (PCA) to a set of FORC diagrams (Lascu et al. 2015; Harrison et al. 2018) to unmix

Unlocking information about fine magnetic particle assemblages from first-order reversal curve diagrams: Recent advances

AP Roberts, D Heslop, X Zhao, H Oda, R Egli… - Earth-Science …, 2022 - Elsevier
magnetic methods do not enable component-specific domain state identification. First-order
reversal curve (FORC) diagrams … Furthermore, FORC unmixing for large sample sets now …

Environmental magnetic applications of first-order reversal curve diagram analysis

JR Muraszko - 2019 - repository.cam.ac.uk
magnetic signal based on principal component analysis (PCA) of first-order reversal curve
(FORC) diagrams. … , introducing the problems related to unmixing bulk magnetic signals. The …

Signatures of reductive magnetic mineral diagenesis from unmixing of firstorder reversal curves

AP Roberts, X Zhao, RJ Harrison… - Journal of …, 2018 - Wiley Online Library
… of principal component analysis (PCA) to unmix FORC … Representative FORC diagrams
for fine magnetic particle … presented with respect to three principal components (PCs). In …

Magnetic characterization of geologic materials with first-order reversal curves

R Egli - Magnetic measurement techniques for materials …, 2021 - Springer
… For instance, numerical unmixing techniques have been recently … , a didactic and
comprehensive review of FORC diagrams and … component analysis [42, 86]. In both cases, the …

Influence of magnetofossils on paleointensity estimations inferred from principal component analyses of firstorder reversal curve diagrams for sediments from the …

K Inoue, T Yamazaki, Y Usui - Geochemistry, Geophysics …, 2021 - Wiley Online Library
… to terrigenous magnetic minerals as well as magnetic grain … selectively using first-order
reversal curve (FORC) diagrams. … Principal component analyses (PCAs) were applied to FORC …

Vector unmixing of multicomponent palaeomagnetic data

JAD Tonti-Filippini, SA Gilder - Geophysical Journal …, 2023 - academic.oup.com
… with principal component analysis of stepwise demagnetization data. However, rocks may
contain multiple generations of magnetic … 3, it may be desirable to unmix a Zijderveld diagram

Magnetic domain state diagnosis in soils, loess, and marine sediments from multiple firstorder reversal curve‐type diagrams

PX Hu, X Zhao, AP Roberts, D Heslop… - Journal of …, 2018 - Wiley Online Library
… of magnetic unmixingmagnetic domain state on the FORC-type diagrams used in this study.
(a) Single domain (SD) behavior in a conventional first-order reversal curve (FORC) diagram

Numerical unmixing of weakly and strongly magnetic minerals: examples with synthetic mixtures of magnetite and hematite

P Liu, AM Hirt, D Schüler, R Uebe, P Zhu… - Geophysical Journal …, 2019 - academic.oup.com
… , known as the first-order reversal curve (FORC) analysis, to … are further evaluated using
principal component analysis (PCA), … = 6 was used to process all FORC diagrams except for end-…