Evidence map›Paper›PMID 41060262›Full record

ArticleEnvironmental entomology2025

Validation of phenology models for Halyomorpha halys (Hemiptera: Pentatomidae) using field data from climatically different ecoregions.

Emily C Ogburn, Stephen C Schoof, Dominic D Reisig, George G Kennedy, James F Walgenbach

Abstract readValidation Study
In one paragraph

Article in Environmental entomology, 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

5 authors.

Emily C OgburnDepartment of Entomology and Plant Pathology, NC State University, Mountain Horticultural Crops Research and Extension Center, Mills River, NC, USA.ORCID 0000-0002-8330-1014
Stephen C SchoofDepartment of Entomology and Plant Pathology, NC State University, Mountain Horticultural Crops Research and Extension Center, Mills River, NC, USA.
Dominic D ReisigDepartment of Entomology and Plant Pathology, NC State University, Vernon G. James Research and Extension, Center, Plymouth, NC, USA.ORCID 0000-0002-9979-5813
George G KennedyDepartment of Entomology and Plant Pathology, NC State University, Raleigh, NC 27695, USA.
James F WalgenbachDepartment of Entomology and Plant Pathology, NC State University, Mountain Horticultural Crops Research and Extension Center, Mills River, NC, USA.ORCID 0000-0001-9454-3943

Funding

Department of Agriculture'sNational Institute of Food and AgricultureResearch Capacity Funds NCO-02015Research Capacity Funds NCO-02778Research Capacity Funds NCO-02887Research Capacity Funds (Hatch) NCO-02015Research Capacity Funds (Hatch) NCO-02778Research Capacity Funds (Hatch) NCO-02887Specialty Crop Research Initiative 2016-51181-25409Specialty Crop Research Initiative program 2016-51181-25409U.S. Department of Agriculture's National Institute of Food and Agriculture
6 · The paper itself

Abstract

Halyomorpha halys (Stål), an invasive species of Asian origin, has become a key pest of tree fruit in areas of the Eastern and Pacific Northwest United States. This study used a 5-yr dataset of pheromone trap captures from 4 ecoregions (Mountains, Piedmont, Southeastern Plains, and Atlantic Coastal Plain) of North Carolina to validate temperature-driven phenology models previously reported for oviposition by overwintering adults and eclosion of F1 adults using semi-field cage studies. Cumulative proportion of pheromone trap captures of F1 adults and nymphs over cumulative degree days was compared to predictions based on the previously reported models' quadratic equation curves for adult eclosion (y = -0.0000015x2 + 0.004736x - 2.664) and oviposition (y = 0.0000032x2 - 0.010853x + 9.050). The oviposition model was validated using projected oviposition curves to predict nymphal populations over time by using life stage-specific development and mortality rates. Analysis of coefficients of determination (R2) for all regressions showed that F1 adult model predictions varied by region and year. Mean R2 values in the Mountain, Piedmont, and Southeastern Plains ecoregions for F1 adults were 0.88, 0.93, and 0.93, respectively. Nymphal regressions also varied by ecoregion, with mean R2 values of 0.95, 0.86, and 0.88 in the Mountains, Piedmont, and Southeastern Plains, respectively. Differences among regions were mostly associated with lower R2 values at sites with low population densities. Results are discussed in relation to the value of these models in studying the ecology of invasive species and in informing pest management decisions.

Indexed as

HemipteraHeteropteraModels, BiologicalOvipositionAnimalsClimateFemaleIntroduced SpeciesNorth CarolinaNymphTemperaturebrown marmorated stink bugdegree-daymodel validation

Identifiers

PMID41060262
PMCPMC12716277

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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.