Evidence map›Paper›PMID 41796417›Full record

ArticleJournal of plant research2026

A comparison of interspecific and intraspecific phenotypic variation in spectral signatures of ferns with robust versus uncertain species boundaries.

Niksoney Azevedo Mendonça, Marise Helen Vale de Oliveira, Thaís Elias Almeida

Abstract readComparative Study
In one paragraph

Article in Journal of plant research, 2026. 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

3 authors.

Niksoney Azevedo MendonçaDepartamento de Botânica, Programa de Pós-graduação em Biologia Vegetal, Centro de Biociências, Universidade Federal de Pernambuco, Av. Professor Moraes Rego, 1235, Recife, PE, 50670-420, Brazil. niksoney.azevedo@ufpe.br.ORCID http://orcid.org/0000-0002-5336-011X
Marise Helen Vale de OliveiraPrograma de Pós-graduação em Botânica, Instituto Nacional de Pesquisas da Amazônia, Av. André Araújo, 2936, Manaus, AM, 69067-375, Brazil.ORCID http://orcid.org/0000-0002-1161-7378
Thaís Elias AlmeidaDepartamento de Botânica, Programa de Pós-graduação em Biologia Vegetal, Centro de Biociências, Universidade Federal de Pernambuco, Av. Professor Moraes Rego, 1235, Recife, PE, 50670-420, Brazil.ORCID http://orcid.org/0000-0002-1611-1333

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Species delimitation methods based on macromorphology are often limited by phenotypic plasticity in plants. Fourier Transform near-infrared spectroscopy (FT-NIR) provides a promising alternative as a non-destructive technique that measures molecular vibrations (overtone and combination bands of C-H, N-H, and O-H bonds) from plant tissue exposed to near-infrared light (780-2,500 nm). We applied FT-NIR to the taxonomically challenging Scaly clade of Microgramma ferns (94 samples, eight species), including dimorphic and monomorphic taxa, to evaluate its diagnostic potential. Using multivariate models and cross-validation, we achieved 81-100% average identification accuracy. Well-defined species (e.g., M. percussa) reached 100% accuracy, while morphologically overlapping taxa showed lower accuracy, likely due to hybridization, introgression, or cryptic variation. Dimorphic species exhibited higher intraspecific spectral variability and lower accuracy linked to differences between fertile/sterile fronds than monomorphic species. FT-NIR proves effective as a complementary tool for fern systematics, elucidating species limits and diversity patterns. Further studies should address how hybridization, introgression, and indumentum affect spectral data.

Indexed as

FernsPhenotypeSpecies SpecificitySpectroscopy, Fourier Transform InfraredSpectroscopy, Near-InfraredFernsFT-NIR spectroscopyMicrogrammaPredictive modelsSpecies limitsSystematics

Identifiers

PMID41796417
PMCPMC13197310

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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.