An improved algorithm for unmixing first‐order 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. …
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 …
… 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 …
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
… magnetic methods do not enable component-specific domain state identification. First-order
reversal curve (FORC) diagrams … Furthermore, FORC unmixing for large sample sets now …
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 …
(FORC) diagrams. … , introducing the problems related to unmixing bulk magnetic signals. The …
Signatures of reductive magnetic mineral diagenesis from unmixing of first‐order 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 …
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 …
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 first‐order 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 …
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 …
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 first‐order reversal curve‐type diagrams
… of magnetic unmixing … magnetic 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…
(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
… , 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-…
principal component analysis (PCA), … = 6 was used to process all FORC diagrams except for end-…