Species distribution modeling and population genetics of <i>Nannophya pygmaea</i> (Odonata: Libellulidae)

Abstract The Scarlet Pygmy Nannophya pygmaea Rambur, 1842 (Odonata: Libellulidae), the smallest described dragonfly species, is found across the Pacific coast and along the island chains of eastern Asia. Previous research has questioned whether N. pygmaea is potentially a complex of multiple species. Past studies have proposed a new species, N. koreana, based on mitochondrial genetic data, but the N. pygmaea complex remains unresolved. Using increased taxon sampling, we assessed genetic differentiation across populations and reconstructed evolutionary relationships of the N. pygmaea complex. From 141 COI-5P sequences, we calculated genetic structure through estimation of pairwise FST values among 10 populations and constructed a haplotype network to determine genetic differentiation, which revealed extremely high differentiation between northern populations (Japan, South Korea, China, and Laos) and southern peninsula/island chain populations (Malaysia, Singapore, Indonesia, and Vietnam). Species distribution models (SDMs) showed large stretches of less suitable habitat between regions populated by N. pygmaea. A lack of gene flow and geographical isolation between the clades supports these highly differentiated populations being described as separate species. Additionally, our SDMs explored the prevalence of present suitable habitats and how habitat suitability may shift between now and 2070. Our paleodistribution modeling provides insight into possible land migration routes that would allow N. pygmaea, as a weak flyer, to have dispersed to its present-day distribution. Ordination analysis of niche divergence between the northern and southern clades found no significant levels of niche differentiation or similarity between the 2 clades.

Authors

Institutions

Publication Details

Journal
Annals of the Entomological Society of America
Published
2026-01-05
DOI
https://doi.org/10.1093/aesa/saaf042
Primary Topic
Genetic diversity and population structure
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Species distribution modeling and population genetics of Nannophya pygmaea (Odonata: Libellulidae)

Aaron Goodman, David B. Davis, Lacie Newton, Maia Chandler et al.
Annals of the Entomological Society of America
Genetic diversity and population structure
article

Species distribution modeling and population genetics of Nannophya pygmaea (Odonata: Libellulidae)

Aaron Goodman, David B. Davis, Lacie Newton, Maia Chandler, Jessica L. Ware
article en

Abstract

Abstract The Scarlet Pygmy Nannophya pygmaea Rambur, 1842 (Odonata: Libellulidae), the smallest described dragonfly species, is found across the Pacific coast and along the island chains of eastern Asia. Previous research has questioned whether N. pygmaea is potentially a complex of multiple species. Past studies have proposed a new species, N. koreana, based on mitochondrial genetic data, but the N. pygmaea complex remains unresolved. Using increased taxon sampling, we assessed genetic differentiation across populations and reconstructed evolutionary relationships of the N. pygmaea complex. From 141 COI-5P sequences, we calculated genetic structure through estimation of pairwise FST values among 10 populations and constructed a haplotype network to determine genetic differentiation, which revealed extremely high differentiation between northern populations (Japan, South Korea, China, and Laos) and southern peninsula/island chain populations (Malaysia, Singapore, Indonesia, and Vietnam). Species distribution models (SDMs) showed large stretches of less suitable habitat between regions populated by N. pygmaea. A lack of gene flow and geographical isolation between the clades supports these highly differentiated populations being described as separate species. Additionally, our SDMs explored the prevalence of present suitable habitats and how habitat suitability may shift between now and 2070. Our paleodistribution modeling provides insight into possible land migration routes that would allow N. pygmaea, as a weak flyer, to have dispersed to its present-day distribution. Ordination analysis of niche divergence between the northern and southern clades found no significant levels of niche differentiation or similarity between the 2 clades.

Annals of the Entomological Society of America
Brigham Young University (US), Swarthmore College (US), New Jersey Institute of Technology (US), The Graduate Center, CUNY (US), American Museum of Natural History (US), City University of New York (US)
Life below water
Openalex Percentile: Top 49%
Genetic diversity and population structure
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.