Evidence map›Paper›PMID 42372133›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Constructing a lower-bound estimate of the global number of insect species on a hyperdiverse empirical foundation.

Robert K Colwell, Laura Melissa Guzman, Dirk Steinke, Anne Chao, Daniel H Janzen, Winnie Hallwachs, Austin Baker, José L Fernández-Triana, Paul D N Hebert, Frank Joyce and 6 more

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Heat tolerance decreases and cold tolerance increases with elevation for a species-rich insect family on a tropical volcano.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  2. 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

16 authors.

Robert K Colwell *Department of Ecology and Evolutionary Biology, University of Connecticut, Storrs, CT 06269-3043.ORCID 0000-0002-1384-0354
Laura Melissa Guzman *Department of Entomology, Cornell University, Ithaca, NY 14853-2601.ORCID 0000-0003-2198-9738
Dirk SteinkeCentre for Biodiversity Genomics, Department of Integrative Biology, University of Guelph, Guelph, ON N1G2W1, Canada.ORCID 0000-0002-8992-575X
Anne ChaoInstitute of Statistics, National Tsing Hua University, Hsin-Chu 30043, Taiwan.
Daniel H JanzenDepartment of Biology, University of Pennsylvania, Philadelphia, PA 19104-6018.ORCID 0000-0002-7335-5107
Winnie HallwachsDepartment of Biology, University of Pennsylvania, Philadelphia, PA 19104-6018.ORCID 0000-0002-5166-809X
Austin BakerDepartment of Entomology, Natural History Museum of Los Angeles County, Los Angeles, CA 90007.ORCID 0000-0002-4728-726X
José L Fernández-TrianaCanadian National Collection of Insects, Ottawa, ON K1A 0C6, Canada.ORCID 0000-0003-0425-0309
Paul D N HebertCentre for Biodiversity Genomics, Department of Integrative Biology, University of Guelph, Guelph, ON N1G2W1, Canada.ORCID 0000-0002-3081-6700
Frank JoyceMonteverde Institute, Monteverde, Puntarenas 60109, Costa Rica.
Robert PuschendorfSchool of Biological and Marine Sciences, University of Plymouth, Plymouth PL4 8AA, United Kingdom.ORCID 0000-0002-8105-171X
Donald L J QuickeCenter of Excellence in Integrative Insect Ecology, Department of Biology, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand.
Rodolphe RougerieDepartment of Origins and Evolution, Institut de Systématique, Évolution, Biodiversité, Muséum National d'Histoire Naturelle, CNRS, École Pratique des Hautes Études - Université Paris Sciences & Lettres, Sorbonne Université, Université des Antilles, Paris F-75005, France.ORCID 0000-0003-0937-2815
M Alex SmithDepartment of Integrative Biology, University of Guelph, Guelph, ON N1G2W1, Canada.ORCID 0000-0002-8650-2575
Nelson ZamoraEscuela de Ingeniería Forestal, Instituto Tecnológico de Costa Rica, Cartago 159-7050, Costa Rica.ORCID 0000-0002-6242-3725
Michael J Sharkey *Escuela de Ingeniería Forestal, Instituto Tecnológico de Costa Rica, Cartago 159-7050, Costa Rica.

Funding

Canada Foundation for Innovation (CFI) MSI 42450Canada's New Frontiers in Research NFRFT-2020-00073Cornell University (CU) Startup fundsUniversity of Southern California (SC) Startup fundsWalder Foundation (Chicago) None.
6 · The paper itself

Abstract

Estimating the number of insect species on Earth is a daunting challenge. The current consensus estimate-about six million species-is likely far too low, as we will show. Our estimate of the global number of insect species rests on a sample of more than 1,600,000 DNA-barcoded insect specimens representing 53,945 species from 15 "core" Malaise traps deployed in dry forest, cloud forest, and rainforest ecosystems of the Área de Conservación Guanacaste (ACG) in Costa Rica. Even this massive sample fails to reveal the full extent of ACG insect species richness. To estimate total ACG insect richness, we adjust the observed count of insect species by an "undersampling ratio," computed for a hyperdiverse subfamily of parasitoid wasps (Braconidae: Microgastrinae). The ratio compares microgastrine richness from the core Malaise traps to a lower-bound estimate of true microgastrine richness-including undetected species-based on 21,669 specimens from three sources: the 15 core Malaise traps, 15 "peripheral" Malaise traps spanning all three ecosystems, and 11,373 DNA-barcoded specimens reared from some 1,500 species of microgastrine-parasitized caterpillars (Lepidoptera). To estimate global insect richness, we apply Earth/ACG ratios for tree species and several animal taxa to upscale our estimate of ACG insect richness (nearly 333,000 species). Adopting conservative assumptions, we reach an estimate of 14 to 20 million insect species on Earth, depending on the upscaling group-two to three times the current consensus estimates. Upscaling instead from a point estimate of ACG richness with a wide CI, global estimates reach nearly 30 million species.

Indexed as

BiodiversityInsectaAnimalsCosta RicaDNA Barcoding, TaxonomicEcosystemWaspsbiodiversityDNA barcodeshyperdiverse taxaMicrogastrinaespecies richness

Identifiers

PMID42372133
PMCPMC13342947

What OpenQuestion holds

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Registered trials

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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.