Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression
<p>Uranium–lead (U–Pb) dating of carbonates by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) spot analysis is an increasingly used method in the field of geosciences, as it brings very strong constraints over the geological history of basins, faults or reservoirs. Mos...
| Main Authors: | , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Copernicus Publications
2021-02-01
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| Series: | Geochronology |
| Online Access: | https://gchron.copernicus.org/articles/3/67/2021/gchron-3-67-2021.pdf |
| _version_ | 1797229199441788928 |
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| author | G. Hoareau F. Claverie C. Pecheyran C. Paroissin P.-A. Grignard G. Motte O. Chailan J.-P. Girard |
| author_facet | G. Hoareau F. Claverie C. Pecheyran C. Paroissin P.-A. Grignard G. Motte O. Chailan J.-P. Girard |
| author_sort | G. Hoareau |
| collection | DOAJ |
| description | <p>Uranium–lead (U–Pb) dating of carbonates by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) spot analysis is
an increasingly used method in the field of geosciences, as it brings very
strong constraints over the geological history of basins, faults or
reservoirs. Most ages currently published are based on the measurement of U
and Pb ratios on spot ablations, using nanosecond lasers coupled to
sector field or multi-collector ICP-MS. Here, we test a new strategy for the
U–Pb dating of carbonates from 2D isotopic ratio maps, based on the use of a
robust regression approach in the data reduction workflow. The isotopic
maps, with a minimum area of 0.65 mm<span class="inline-formula"><sup>2</sup></span> (<span class="inline-formula">∼</span> 1000 pixels of <span class="inline-formula">13×25</span> <span class="inline-formula">µm</span> resolution), are obtained using a 257 nm femtosecond laser
ablation system at a high repetition rate (500 Hz) coupled to a high-resolution ICP-MS. The maps commonly show significant variations in isotope
ratios at the pixel scale, allowing the plotting of pixel U–Pb ratios in
concordia or isochron diagrams and the calculation of U–Pb ages. Due to the
absence of individual ratio uncertainties, the ages are calculated using
MM-robust linear regression rather than the more commonly used York-type
regression. The goodness of fit to the data is assessed by the calculation
of the residual standard error (RSE) of the regression and by the
calculation of a mean square of weight deviates (MSWD) on discretised data. Several examples are provided
that compare the ages calculated by robust regression with those obtained by
other techniques (e.g. isotope dilution, LA-ICP-MS spot analyses and the pixel-pooling
approach). For most samples, characterised by high U concentrations
(<span class="inline-formula">></span> 1 ppm), robust regression allows for the calculation of ages and
uncertainties similar to those obtained with the other approaches. However,
for samples with lower U concentrations (<span class="inline-formula"><</span> 0.5 ppm), the ages
obtained are up to 10 % too young due to pixels with high U <span class="inline-formula">∕</span> Pb acting as
leverage points for the regression. We conclude that the U–Pb ages
calculated by the regression method tested here, although
statistically robust, should be critically analysed before validation,
especially for samples with low U concentrations.</p> |
| first_indexed | 2024-04-24T15:08:48Z |
| format | Article |
| id | doaj.art-affc2b360f324a509af6d13789866a3e |
| institution | Directory Open Access Journal |
| issn | 2628-3719 |
| language | English |
| last_indexed | 2024-04-24T15:08:48Z |
| publishDate | 2021-02-01 |
| publisher | Copernicus Publications |
| record_format | Article |
| series | Geochronology |
| spelling | doaj.art-affc2b360f324a509af6d13789866a3e2024-04-02T12:21:01ZengCopernicus PublicationsGeochronology2628-37192021-02-013678710.5194/gchron-3-67-2021Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regressionG. Hoareau0F. Claverie1C. Pecheyran2C. Paroissin3P.-A. Grignard4G. Motte5O. Chailan6J.-P. Girard7Universite de Pau et des Pays de l'Adour, E2S UPPA, CNRS, TOTAL, LFCR, UMR5150, 64000 Pau, FranceUniversite de Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM, UMR5254, 64000 Pau, FranceUniversite de Pau et des Pays de l'Adour, E2S UPPA, CNRS, IPREM, UMR5254, 64000 Pau, FranceUniversite de Pau et des Pays de l'Adour, E2S UPPA, CNRS, LMAP, UMR5142, 64000 Pau, FranceUniversite de Pau et des Pays de l'Adour, E2S UPPA, CNRS, TOTAL, LFCR, UMR5150, 64000 Pau, FranceUniversite de Pau et des Pays de l'Adour, E2S UPPA, CNRS, TOTAL, LFCR, UMR5150, 64000 Pau, FranceTOTAL, CSTJF, 64018 Pau CEDEX, FranceTOTAL, CSTJF, 64018 Pau CEDEX, France<p>Uranium–lead (U–Pb) dating of carbonates by laser ablation inductively coupled plasma mass spectrometry (LA-ICP-MS) spot analysis is an increasingly used method in the field of geosciences, as it brings very strong constraints over the geological history of basins, faults or reservoirs. Most ages currently published are based on the measurement of U and Pb ratios on spot ablations, using nanosecond lasers coupled to sector field or multi-collector ICP-MS. Here, we test a new strategy for the U–Pb dating of carbonates from 2D isotopic ratio maps, based on the use of a robust regression approach in the data reduction workflow. The isotopic maps, with a minimum area of 0.65 mm<span class="inline-formula"><sup>2</sup></span> (<span class="inline-formula">∼</span> 1000 pixels of <span class="inline-formula">13×25</span> <span class="inline-formula">µm</span> resolution), are obtained using a 257 nm femtosecond laser ablation system at a high repetition rate (500 Hz) coupled to a high-resolution ICP-MS. The maps commonly show significant variations in isotope ratios at the pixel scale, allowing the plotting of pixel U–Pb ratios in concordia or isochron diagrams and the calculation of U–Pb ages. Due to the absence of individual ratio uncertainties, the ages are calculated using MM-robust linear regression rather than the more commonly used York-type regression. The goodness of fit to the data is assessed by the calculation of the residual standard error (RSE) of the regression and by the calculation of a mean square of weight deviates (MSWD) on discretised data. Several examples are provided that compare the ages calculated by robust regression with those obtained by other techniques (e.g. isotope dilution, LA-ICP-MS spot analyses and the pixel-pooling approach). For most samples, characterised by high U concentrations (<span class="inline-formula">></span> 1 ppm), robust regression allows for the calculation of ages and uncertainties similar to those obtained with the other approaches. However, for samples with lower U concentrations (<span class="inline-formula"><</span> 0.5 ppm), the ages obtained are up to 10 % too young due to pixels with high U <span class="inline-formula">∕</span> Pb acting as leverage points for the regression. We conclude that the U–Pb ages calculated by the regression method tested here, although statistically robust, should be critically analysed before validation, especially for samples with low U concentrations.</p>https://gchron.copernicus.org/articles/3/67/2021/gchron-3-67-2021.pdf |
| spellingShingle | G. Hoareau F. Claverie C. Pecheyran C. Paroissin P.-A. Grignard G. Motte O. Chailan J.-P. Girard Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression Geochronology |
| title | Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression |
| title_full | Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression |
| title_fullStr | Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression |
| title_full_unstemmed | Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression |
| title_short | Direct U–Pb dating of carbonates from micron-scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression |
| title_sort | direct u pb dating of carbonates from micron scale femtosecond laser ablation inductively coupled plasma mass spectrometry images using robust regression |
| url | https://gchron.copernicus.org/articles/3/67/2021/gchron-3-67-2021.pdf |
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