Probing Biological Nitrogen Fixation in Legumes Using Raman Spectroscopy.

Abdolabbas Jafari, Kritarth Seth, Armin Werner, Shengjing Shi, Rainer Hofmann, Valerio Hoyos-Villegas

Abstract read

In one paragraph

Article in Sensors (Basel, Switzerland), 2024. 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

6 authors.

Abdolabbas JafariLincoln Agritech, Lincoln University, Lincoln 7647, New Zealand.ORCID 0000-0003-2212-9801

Kritarth SethAgResearch, Lincoln 7608, New Zealand.

Armin WernerLincoln Agritech, Lincoln University, Lincoln 7647, New Zealand.

Shengjing ShiAgResearch, Lincoln 7608, New Zealand.

Rainer HofmannPlant Biology Department, Lincoln University, Lincoln 7647, New Zealand.

Valerio Hoyos-VillegasFaculty of Agricultural and Environmental Sciences, McGill University, Montreal, QC H3A 0G4, Canada.ORCID 0000-0003-1080-9148

Funding

New Zealand Ministry of Business, Innovation and Employment (MBIE) C10X1804

6 · The paper itself

Abstract

Biological nitrogen fixation (BNF) by symbiotic bacteria plays a vital role in sustainable agriculture. However, current quantification methods are often expensive and impractical. This study explores the potential of Raman spectroscopy, a non-invasive technique, for rapid assessment of BNF activity in soybeans. Raman spectra were obtained from soybean plants grown with and without rhizobia bacteria to identify spectral signatures associated with BNF. δN

Indexed as

Glycine maxNitrogen FixationSpectrum Analysis, RamanFabaceaeLeast-Squares AnalysisNitrogenSymbiosisNitrogenbiosystemschemometricsnon-destructivepattern recognitionprecision agriculturerhizobiasymbiosis

Identifiers

PMID39123990

DOI10.3390/s24154944

PMCPMC11314804

What OpenQuestion holds

Textmetadata

LicenceCC BY

Read underepoch 390

Registered trials

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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.