Evidence map›Paper›PMID 41201538›Full record

ArticleJournal of fluorescence2026

Determination On the Oil Film Thickness Based On Laser-induced Fluorescence and Three-band Fluorescence Index.

Xiangxiang Ji, Ying Li, Yong Wang, Ming Xie, Qintuan Xu, Kangjia Zhao, Chenyu Zhao

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Article in Journal of fluorescence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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

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0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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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

7 authors.

Xiangxiang JiNavigation College, Dalian Maritime University, Dalian, China.ORCID http://orcid.org/0009-0009-7176-3308
Ying LiNavigation College, Dalian Maritime University, Dalian, China. yldmu@dlmu.edu.cn.ORCID http://orcid.org/0000-0002-4318-591X
Yong WangNavigation College, Dalian Maritime University, Dalian, China.ORCID http://orcid.org/0000-0003-3206-4319
Ming XieNavigation College, Dalian Maritime University, Dalian, China.ORCID http://orcid.org/0000-0001-8013-7274
Qintuan XuNavigation College, Dalian Maritime University, Dalian, China.ORCID http://orcid.org/0009-0005-9780-0278
Kangjia ZhaoNavigation College, Dalian Maritime University, Dalian, China.ORCID http://orcid.org/0009-0005-0986-1741
Chenyu ZhaoNavigation College, Dalian Maritime University, Dalian, China.ORCID http://orcid.org/0009-0008-2439-7053

Funding

Dalian High-Level Talent Innovation Program 2022RG02Fundamental Research Funds for the Central Universities 3132023507Key Technologies Research and Development Program 2023YFC3108300National Natural Science Foundation of China 52471375Natural Science Foundation of Liaoning Province 2024-BS-022
6 · The paper itself

Abstract

Although oil film thickness is an important indicator for estimating the volume of oil spill pollution on the sea surface, the quantitative inversion on oil film thickness is still a challenge. This study proposes a quantitative inversion method for oil film thickness based on the three-band fluorescence index (TBFI). The fluorescence of oil film samples with different thicknesses was excited using a tripled-frequency Nd: YAG laser. The fluorescence spectra of the oil film samples with different thicknesses were measured by a high-resolution spectrometer, and the corresponding optimal band combinations were explored using the optimal band combination algorithm. The selected optimal band combinations were combined with partial least squares regression (PLSR) to establish an oil film thickness prediction model. By comparing the prediction results of four TBFI-PLSR models, TBFI3-PLSR showed the best prediction effect for oil film thickness. For gasoline and diesel in the TBFI3-PLSR model, R

Indexed as

Fluorescence spectroscopyLaser-induced fluorescenceOil film thicknessOil spillTBFI

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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.