Evidence map›Paper›PMID 40531359›Full record

ArticleNeotropical entomology2025

Identification of Cryptic Beetle Species in the Cyclocephala Complex Using Reflectance Spectroscopy.

Juan Carlos Marín-Ortiz, Mariano Altamiranda-Saavedra, Jhon Alveiro Quiroz Gamboa, Verónica Botero-Fernández

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Article in Neotropical entomology, 2025. 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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1 · What the graph read from it

What it found

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Juan Carlos Marín-OrtizGrupo de Investigación Fitotecnia Tropical, Universidad Nacional de Colombia Sede Medellín, Medellín, Colombia.
Mariano Altamiranda-SaavedraGrupo de Investigación Bioforense, Tecnológico de Antioquia, Medellín, Colombia. maltamiranda2@gmail.com.ORCID http://orcid.org/0000-0003-1453-3214
Jhon Alveiro Quiroz GamboaMuseo Entomológico Francisco Luis Gallego, Universidad Nacional de Colombia Sede Medellín, Medellín, Colombia.
Verónica Botero-FernándezFacultad de Minas, Universidad Nacional de Colombia Sede Medellín, Medellín, Colombia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Several methods are available for identifying insect species, primarily based on morphological characteristics, molecular taxonomy, and geometric morphometry. However, integrative taxonomy is emerging as a robust approach, especially for closely related or taxonomically challenging species. In this study, reflectance spectroscopy in the visible and near-infrared ranges was employed to identify three beetle species within the Cyclocephala complex. A multivariate analysis of the spectral data enabled the development of a standardized methodology for identifying species with complex taxonomy by using spectral measurements from the beetles' elytra. Eight specific wavelengths-400 nm, 430, 440, 480 nm, 640 nm, 680 nm, 710 nm, and 1000 nm-were identified as promising for use in indices and models applicable to Cyclocephala taxonomy. Linear discriminant models applied to the spectral reflectance data successfully separated species with classification accuracy up to 84%. These findings highlight the potential of reflectance spectroscopy within the 400-1000 nm range as part of a comprehensive methodology for discriminating insect species complexes.

Indexed as

ColeopteraSpectrum AnalysisAnimalsCyclocephalaInsect taxonomyReflectanceSpectroscopy

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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.