Evidence map›Paper›PMID 41141778›Full record

ArticleACS omega2025

Turning Waste into Sensors: Sustainable Pesticide Detection Using Orange Peel-Derived Laser-Induced Graphene.

Fabricio A Santos, Daniel S Correa

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

2 authors.

Fabricio A SantosNanotechnology National Laboratory for Agriculture (LNNA), Embrapa Instrumentação, São Carlos, São Paulo 13561-206, Brazil.ORCID https://orcid.org/0000-0001-5415-0344
Daniel S CorreaNanotechnology National Laboratory for Agriculture (LNNA), Embrapa Instrumentação, São Carlos, São Paulo 13561-206, Brazil.ORCID https://orcid.org/0000-0002-5592-0627

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The growing impacts of climate change, combined with the environmental burden of global pollutants such as agricultural pesticides, have intensified the demand for sustainable and innovative technologies for their monitoring and mitigation. In this study, we introduce a low-cost, easy-to-fabricate, and rapid sensor platform utilizing orange peel (OP)an abundant agricultural by-productas a sustainable substrate for the fabrication of laser-induced graphene (LIG). The sensor was designed to detect organophosphate pesticides, namely Malathion and Chlorpyrifos, using electrical impedance spectroscopy (EIS) combined with principal component analysis (PCA) in an electronic tongue sensor array. To improve the structural integrity and reproducibility of the developed sensor, the OP was pretreated with paraffin prior to the laser writing process. Morphological, spectroscopic, and electrical characterizations confirmed the successful formation of conductive graphitic structures. LIG-based devices demonstrated linear sensitivity in the nanomolar range (1 to 20 nmoL

Identifiers

PMID41141778
PMCPMC12547790

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.