Reference health

To denoise or to cluster, that is not the question: optimizing pipelines for COI metabarcoding and metaphylogeography

https://doi.org/10.1186/s12859-021-04115-6
CiteStamped reference-health badge
55/55 checkable references clean · checked 2026-07-14

Every reference with a DOI in the deposited reference list resolved to a known work in Crossref or DataCite at the dated check, and none carried a publisher retraction, withdrawal, or removal notice.

6 without a DOI — not checked. A reference deposited without a DOI is never matched by title or guessed at; it stays outside the checked set, and this line discloses that.

The 55 checked references that resolve
resolves10.1111/mec.14350
Environmental <scp>DNA</scp> metabarcoding: Transforming how we survey animal and plant communities
resolves10.1016/j.ecolind.2018.07.044
Adapting metabarcoding-based benthic biomonitoring into routine marine ecological status assessment networks
resolves10.1016/bs.aecr.2020.01.011
Informing marine spatial planning decisions with environmental DNA
resolves10.3389/fevo.2020.581835
Metabarcoding From Microbes to Mammals: Comprehensive Bioassessment on a Global Scale
resolves10.3389/fevo.2020.00135
A Systematic Review of Sources of Variability and Uncertainty in eDNA Data for Environmental Monitoring
resolves10.32942/OSF.IO/KGNYD
Trade-offs between reducing complex terminology and producing accurate interpretations from environmental DNA
resolves10.3389/fevo.2020.00248
Putting COI Metabarcoding in Context: The Utility of Exact Sequence Variants (ESVs) in Biodiversity Analysis
resolves10.1002/ece3.4814
Metabarcoding free‐living marine nematodes using curated 18S and CO1 reference sequence databases for species‐level taxonomic assignments
resolves10.1111/1462-2920.14764
Improving eDNA‐based protist diversity assessments using networks of amplicon sequence variants
resolves10.1002/ece3.6594
A total crapshoot? Evaluating bioinformatic decisions in animal diet metabarcoding analyses
resolves10.1111/1755-0998.13201
Comparing diversity levels in environmental samples: DNA sequence capture and metabarcoding approaches using 18S and COI genes
resolves10.1002/eap.2036
From metabarcoding to metaphylogeography: separating the wheat from the chaff
resolves10.1038/ismej.2017.119
Exact sequence variants should replace operational taxonomic units in marker-gene data analysis
resolves10.1111/mec.14844
Why the COI barcode should be the community <scp>DNA</scp> metabarcode for the metazoa
resolves10.1111/MEC.15592
Biases in bulk: DNA metabarcoding of marine communities and the methodology involved
resolves10.3389/fevo.2019.00409
Diatom DNA Metabarcoding for Biomonitoring: Strategies to Avoid Major Taxonomical and Bioinformatical Biases Limiting Molecular Indices Capacities
resolves10.1101/2020.06.24.169110
Consistent marine biogeographic boundaries across the tree of life despite centuries of human impacts
resolves10.1111/1365-2664.13729
Advances in metabarcoding techniques bring us closer to reliable monitoring of the marine benthos
resolves10.1111/mec.15555
Reconstructing marine plankton food web interactions using DNA metabarcoding
resolves10.1111/mec.15692
Pan‐regional marine benthic cryptobiome biodiversity patterns revealed by metabarcoding Autonomous Reef Monitoring Structures
resolves10.1101/717355
A flexible pipeline combining clustering and correction tools for prokaryotic and eukaryotic metabarcoding
resolves10.1038/s41598-020-63565-9
Environmental DNA survey captures patterns of fish and invertebrate diversity across a tropical seascape
resolves10.1111/mec.15484
Environmental DNA surveys detect distinct metazoan communities across abyssal plains and seamounts in the western Clarion Clipperton Zone
resolves10.1111/j.1365-2699.2008.02032.x
Phylogeography: retrospect and prospect
resolves10.1098/rstb.2011.0057
Phylogeny, phylogeography, phylobetadiversity and the molecular analysis of biological communities
resolves10.1093/bioinformatics/btaa648
AmpliCI: a high-resolution model-based approach for denoising Illumina amplicon data
resolves10.1128/mSystems.00003-15
Open-Source Sequence Clustering Methods Improve the State Of the Art
resolves10.1038/nmeth.3869
DADA2: High-resolution sample inference from Illumina amplicon data
resolves10.1101/081257
UNOISE2: improved error-correction for Illumina 16S and ITS amplicon sequencing
resolves10.1038/nmeth.2604
UPARSE: highly accurate OTU sequences from microbial amplicon reads
resolves10.7717/peerj.2584
VSEARCH: a versatile open source tool for metagenomics
resolves10.1093/bioinformatics/btq725
Clustering 16S rRNA for OTU prediction: a method of unsupervised Bayesian clustering
resolves10.7717/peerj.1420
Swarm v2: highly-scalable and high-resolution amplicon clustering
resolves10.1111/1755-0998.12428
<scp>obitools</scp>: a <scp>unix</scp>‐inspired software package for <scp>DNA</scp> metabarcoding
resolves10.1093/bioinformatics/btq461
Search and clustering orders of magnitude faster than BLAST
resolves10.1038/s41587-019-0209-9
Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2
resolves10.7717/peerj.4644
Estimating intraspecific genetic diversity from community DNA metabarcoding data
resolves10.1111/mec.15851
Testing small‐scale ecological gradients and intraspecific differentiation for hundreds of kelp forest species using haplotypes from metabarcoding
resolves10.1002/edn3.44
Evaluating intraspecific genetic diversity using environmental DNA and denoising approach: A case study using tank water
resolves10.7717/peerj.593
Swarm: robust and fast clustering method for amplicon-based studies
resolves10.1111/1755-0998.12956
Metabarcoding of shrimp stomach content: Harnessing a natural sampler for fish biodiversity monitoring
resolves10.1007/s10933-019-00097-x
DNA metabarcoding reveals modern and past eukaryotic communities in a high-mountain peat bog system
resolves10.1002/ece3.5871
Biodiversity assessment of tropical shelf eukaryotic communities via pelagic eDNA metabarcoding
resolves10.3390/d12040123
DNA Metabarcoding of Deep-Sea Sediment Communities Using COI: Community Assessment, Spatio-Temporal Patterns and Comparison with 18S rDNA
resolves10.1111/mec.15641
Marine biomonitoring with eDNA: Can metabarcoding of water samples cut it as a tool for surveying benthic communities?
resolves10.1006/jtbi.1997.0493
Estimating the Entropy of DNA Sequences
resolves10.1111/1755-0998.13337
Validated removal of nuclear pseudogenes and sequencing artefacts from mitochondrial metabarcode data
resolves10.7717/peerj.4705
DNA metabarcoding of littoral hard-bottom communities: high diversity and database gaps revealed by two molecular markers
resolves10.1038/srep35275
Molecular evolution of a widely-adopted taxonomic marker (COI) across the animal tree of life
resolves10.1101/2021.01.08.425760
To denoise or to cluster? That is not the question. Optimizing pipelines for COI metabarcoding and metaphylogeography
resolves10.1111/j.2517-6161.1995.tb02031.x
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
resolves10.7717/peerj.5364
Denoising the Denoisers: an independent evaluation of microbiome sequence error-correction approaches
resolves10.22541/au.160071155.58915559
The influence of intraspecific sequence variation during DNA metabarcoding: A case study of eleven fungal species
resolves10.1101/2021.01.24.427982
Profile hidden Markov model sequence analysis can help remove putative pseudogenes from DNA barcoding and metabarcoding datasets
resolves10.1128/mSystems.00191-16
Deblur Rapidly Resolves Single-Nucleotide Community Sequence Patterns
The 6 references without a DOI — listed, not checked
no DOI — not checkedZizka VMA, Weiss M, Leese F. Can metabarcoding resolve intraspecific genetic diversity changes to environmental stressors? A test case using river macrozoobenthos. Metabarcoding Metagenom. 2020;4:23–34.
no DOI — not checkedAntich A. DnoisE, Distance denoise by Entropy. GitHub repository. https://github.com/adriantich/DnoisE. Accessed 20 November 2020.
no DOI — not checkedHausser J, Strimmer K. Entropy inference and the James-Stein estimator, with application to nonlinear gene association networks. J Mach Learn Res. 2009;10:1469–84.
no DOI — not checkedWangensteen OS. Reference-databases Metabarpark. GitHub repository. http://github.com/metabarpark/Reference-databases. Accessed 23 December 2020.
no DOI — not checkedPagès H, Aboyoun P, Gentleman R, DebRoy S. Biostrings: Efficient manipulation of biological strings. R package version 2.58.0. https://bioconductor.org/packages/Biostrings. Accessed 10 March 2021.
no DOI — not checkedRatnasingham S, Hebert PDN. A DNA-based registry for all animal species: the Barcode Index Number (BIN) system. PLoS ONE. 2013;8(8):6.
What this badge says. CiteStamped means the CHECKABLE references of this work were clean at the dated check: each resolved to a known work in a public registry, and none carried a publisher retraction notice at that time. It says nothing about the quality, findings, or importance of the work itself, and nothing about references deposited without a DOI.

checked 2026-07-14 — re-checked daily as this page is visited; titles and statuses come from Crossref and DataCite and are not part of the signed record

Embed this badge

Both snippets point at the live badge image and link back to this page. The badge re-renders from the daily check, so an embed never goes stale by more than a day of visits.

<a href="https://citestamp.com/citestamped/10.1186/s12859-021-04115-6"><img src="https://citestamp.com/citestamped/10.1186/s12859-021-04115-6/badge.svg" alt="CiteStamped reference-health badge" width="460" height="64"></a>
[![CiteStamped reference-health badge](https://citestamp.com/citestamped/10.1186/s12859-021-04115-6/badge.svg)](https://citestamp.com/citestamped/10.1186/s12859-021-04115-6)