Evidence map›Paper›PMID 41377150›Full record

ArticleRSC advances2025

Remote sensing of Pu in uranyl nitrate crystals using reflectance spectroscopy and chemometrics.

Luke R Sadergaski, Jeffrey D Einkauf, Laetitia H Delmau, Jonathan D Burns

Abstract read
In one paragraph

Article in RSC advances, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Luke R SadergaskiOak Ridge National Laboratory Oak Ridge Tennessee USA sadergaskilr@ornl.gov.ORCID https://orcid.org/0000-0003-0248-2114
Jeffrey D EinkaufOak Ridge National Laboratory Oak Ridge Tennessee USA sadergaskilr@ornl.gov.
Laetitia H DelmauOak Ridge National Laboratory Oak Ridge Tennessee USA sadergaskilr@ornl.gov.
Jonathan D BurnsDepartment of Chemistry, University of Alabama at Birmingham Birmingham AL USA burnsjon@uab.edu.ORCID https://orcid.org/0000-0003-0301-9607

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Remote quantification of Pu(vi) (0-5 mol%) co-crystallized with U in uranyl nitrate hexahydrate (UNH) crystals was achieved in a glove box using reflectance spectroscopy coupled with chemometric modeling. Reflectance spectra were also acquired for Pu(iv) and Np(vi) (0-5 mol%) crystallized with UNH; revealing spectral features consistent with their solution-phase analogs. Principal component analysis revealed Pu(iv/vi) and Np(vi) concentrations as the primary source of variation in the data, informing the development of a supervised partial least squares regression model for Pu(vi). The resulting calibration demonstrated robust performance, with replicate root mean square errors near 10% and quantifiable limits near 0.2 mol% Pu(vi) relative to U. The Pu(vi) remained stable in the crystalline UNH matrix for at least one week with minimal reduction to Pu(iv). Notably, Pu(vi) and Np(vi) incorporation in UNH quenched U(vi) fluorescence while Pu(iv) did not. This study presents a noninvasive, spectroscopic approach for solid-state Pu quantification, with direct implications for material accountability and nuclear nonproliferation monitoring.

Identifiers

PMID41377150
PMCPMC12687128

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.