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Published April 21, 2025 | Version v1
Data paper Open

A Review of Biotic Interactions and Taxon Names Found in globalbioticinteractions/web-of-life hash://md5/b749ea7678e0090497093bfd9eae84b0

Authors/Creators

Description

Introduction

Data Review and Archive

Data review and archiving can be a time-consuming process, especially when done manually. This review report aims to help facilitate both activities. It automates the archiving of datasets, including Darwin Core archives, and is a citable backup of a version of the dataset. Additionally, an automatic review of species interaction claims made in the dataset is generated and registered with Global Biotic Interactions (J. H. Poelen, Simons, and Mungall 2014).

This review includes summary statistics about, and observations about, the dataset under review:

Web of Life. http://www.web-of-life.es . https://github.com/globalbioticinteractions/web-of-life/archive/f63e4dbd52d31b698df5d5f63a409889a26fd0a5.zip 2025-04-19T06:23:33.970Z hash://md5/b749ea7678e0090497093bfd9eae84b0

For additional metadata related to this dataset, please visit https://github.com/globalbioticinteractions/web-of-life and inspect associated metadata files including, but not limited to, README.md, eml.xml, and/or globi.json.

Methods

The review is performed through programmatic scripts that leverage tools like Preston (Elliott et al. 2025), Elton (Kuhn, Poelen, and Leinweber 2025), Nomer (Salim and Poelen 2025), globinizer (J. Poelen, Seltmann, and Mietchen 2024) combined with third-party tools like grep, mlr, tail and head.

Tools used in this review process
tool name version
preston 0.10.1
elton 0.15.9
nomer 0.5.13
globinizer 0.4.0
mlr 6.0.0
jq 1.6
yq 4.25.3
pandoc 3.1.6.1

The review process can be described in the form of the script below 1.

# get versioned copy of the dataset (size approx.  300KiB) under review 
elton pull globalbioticinteractions/web-of-life

# generate review notes
elton review globalbioticinteractions/web-of-life\
 > review.tsv

# export indexed interaction records
elton interactions globalbioticinteractions/web-of-life\
 > interactions.tsv

# export names and align them with the Catalogue of Life using Nomer 
elton names globalbioticinteractions/web-of-life\
 | nomer append col\
 > name-alignment.tsv

or visually, in a process diagram.

Review Process Overview

You can find a copy of the full review script at check-data.sh. See also GitHub and Codeberg.

Results

In the following sections, the results of the review are summarized 2. Then, links to the detailed review reports are provided.

Files

The following files are produced in this review:

filename description
biblio.bib list of bibliographic reference of this review
check-dataset.sh data review workflow/process as expressed in a bash script
data.zip a versioned Preston (Elliott et al. 2025) archive of the data under review
HEAD the digital signature of the data under review
index.docx review in MS Word format
index.html review in HTML format
index.md review in Pandoc markdown format
index.pdf review in PDF format
indexed-citations.csv.gz list of distinct reference citations for reviewed species interaction claims in gzipped comma-separated values file format
indexed-citations.html.gz list of distinct reference citations for reviewed species interactions claims in gzipped html file format
indexed-citations.tsv.gz list of distinct reference citations for reviewed species interaction claims in gzipped tab-separated values format
indexed-interactions-col-family-col-family.svg network diagram showing the taxon family to taxon family interaction claims in the dataset under review as interpreted by the Catalogue of Life via Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024)
indexed-interactions-col-kingdom-col-kingdom.svg network diagram showing the taxon kingdom to taxon kingom interaction claims in the dataset under review as interpreted by the Catalogue of Life via Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024)
indexed-interactions.csv.gz species interaction claims indexed from the dataset under review in gzipped comma-separated values format
indexed-interactions.html.gz species interaction claims indexed from the dataset under review in gzipped html format
indexed-interactions.tsv.gz species interaction claims indexed from the dataset under review in gzipped tab-separated values format
indexed-interactions-sample.csv list of species interaction claims indexed from the dataset under review in gzipped comma-separated values format
indexed-interactions-sample.html first 500 species interaction claims indexed from the dataset under review in html format
indexed-interactions-sample.tsv first 500 species interaction claims indexed from the dataset under review in tab-separated values format
indexed-names.csv.gz taxonomic names indexed from the dataset under review in gzipped comma-separated values format
indexed-names.html.gz taxonomic names found in the dataset under review in gzipped html format
indexed-names.tsv.gz taxonomic names found in the dataset under review in gzipped tab-separated values format
indexed-names-resolved-col.csv.gz taxonomic names found in the dataset under review aligned with the Catalogue of Life as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-col.html.gz taxonomic names found in the dataset under review aligned with the Catalogue of Life as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-col.tsv.gz taxonomic names found in the dataset under review aligned with the Catalogue of Life as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-discoverlife.csv.gz taxonomic names found in the dataset under review aligned with Discover Life bee species checklist as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-discoverlife.html.gz taxonomic names found in the dataset under review aligned with Discover Life bee species checklist as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-discoverlife.tsv.gz taxonomic names found in the dataset under review aligned with Discover Life bee species checklist as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-gbif.csv.gz taxonomic names found in the dataset under review aligned with GBIF Backbone Taxonomy as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-gbif.html.gz taxonomic names found in the dataset under review aligned with GBIF Backbone Taxonomy as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-gbif.tsv.gz taxonomic names found in the dataset under review aligned with GBIF Backbone Taxonomy as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-itis.csv.gz taxonomic names found in the dataset under review aligned with Integrated Taxonomic Information System (ITIS) as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-itis.html.gz taxonomic names found in the dataset under review aligned with Integrated Taxonomic Information System (ITIS) as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-itis.tsv.gz taxonomic names found in the dataset under review aligned with Integrated Taxonomic Information System (ITIS) as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-mdd.csv.gz taxonomic names found in the dataset under review aligned with the Mammal Diversity Database as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-mdd.html.gz taxonomic names found in the dataset under review aligned with Mammal Diversity Database as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-mdd.tsv.gz taxonomic names found in the dataset under review aligned with Mammal Diversity Database as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-ncbi.csv.gz taxonomic names found in the dataset under review aligned with the NCBI Taxonomy as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-ncbi.html.gz taxonomic names found in the dataset under review aligned with the NCBI Taxonomy as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-ncbi.tsv.gz taxonomic names found in the dataset under review aligned with the NCBI Taxonomy as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-pbdb.csv.gz taxonomic names found in the dataset under review aligned with the Paleobiology Database as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-pbdb.html.gz taxonomic names found in the dataset under review aligned with Paleobiology Database as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-pbdb.tsv.gz taxonomic names found in the dataset under review aligned with Paleobiology Database as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-tpt.csv.gz taxonomic names found in the dataset under review aligned with the Terrestrial Parasite Tracker (TPT) Taxonomic Resource as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-tpt.html.gz taxonomic names found in the dataset under review aligned with the Terrestrial Parasite Tracker (TPT) Taxonomic Resource as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-tpt.tsv.gz taxonomic names found in the dataset under review aligned with the Terrestrial Parasite Tracker (TPT) Taxonomic Resource as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-wfo.csv.gz taxonomic names found in the dataset under review aligned with the World of Flora Online as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-wfo.html.gz taxonomic names found in the dataset under review aligned with the World of Flora Online as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-wfo.tsv.gz taxonomic names found in the dataset under review aligned with the World of Flora Online as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-resolved-worms.csv.gz taxonomic names found in the dataset under review aligned with the World Register of Marine Species (WoRMS) as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped comma-separated values format
indexed-names-resolved-worms.html.gz taxonomic names found in the dataset under review aligned with the World Register of Marine Species (WoRMS) as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped html format
indexed-names-resolved-worms.tsv.gz taxonomic names found in the dataset under review aligned with the World Register of Marine Species (WoRMS) as accessed through the Nomer Corpus of Taxonomic Resources (J. H. (ed. ). Poelen 2024) in gzipped tab-separated values format
indexed-names-sample.csv first 500 taxonomic names found in the dataset under review in comma-separated values format
indexed-names-sample.html first 500 taxonomic names found in the dataset under review in html format
indexed-names-sample.tsv first 500 taxonomic names found in the dataset under review in tab-separated values format
interaction.svg diagram summarizing the data model used to index species interaction claims
nanopub-sample.trig first 500 species interaction claims as expressed in the nanopub format (Kuhn and Dumontier 2014)
nanopub.trig.gz species interaction claims as expressed in the nanopub format (Kuhn and Dumontier 2014)
process.svg diagram summarizing the data review processing workflow
prov.nq origin of the dataset under review as expressed in rdf/nquads
review.csv.gz review notes associated with the dataset under review in gzipped comma-separated values format
review.html.gz review notes associated with the dataset under review in gzipped html format
review.tsv.gz review notes associated with the dataset under review in gzipped tab-separated values format
review-sample.csv first 500 review notes associated with the dataset under review in comma-separated values format
review-sample.html first 500 review notes associated with the dataset under review in html format
review-sample.tsv first 500 review notes associated with the dataset under review in tab-separated values format
review.svg a review badge generated as part of the dataset review process
zenodo.json metadata of this review expressed in Zenodo record metadata

Archived Dataset

Note that data.zip file in this archive contains the complete, unmodified archived dataset under review.

Biotic Interactions

Biotic Interaction Data Model

In this review, biotic interactions (or biotic associations) are modeled as a primary (aka subject, source) organism interacting with an associate (aka object, target) organism. The dataset under review classified the primary/associate organisms with specific taxa. The primary and associate organisms The kind of interaction is documented as an interaction type.

The dataset under review, named globalbioticinteractions/web-of-life, has fingerprint hash://md5/b749ea7678e0090497093bfd9eae84b0, is 300KiB in size and contains 72,201 interaction with 6 unique types of associations (e.g., pollinatedBy) between 5,328 primary taxon (e.g., Detritus) and 11,029 associated taxon (e.g., Apis mellifera).

An exhaustive list of indexed interaction claims can be found in gzipped csv and tsv archives. To facilitate discovery, a preview of claims available in the gzipped html page at indexed-interactions.html.gz are shown below.

The exhaustive list was used to create the following data summaries below.

Sample of Indexed Interaction Claims
sourceTaxonName interactionTypeName targetTaxonName referenceCitation
Apodemus mystacinus hasParasite Num. of hosts sampled Hadfield JD, Krasnov BR, Poulin R, Shinichi N (2013) A tale of two phylogenies: comparative analyses of ecological interactions. The American Naturalist 183(2): 174-187
Apodemus mystacinus hasParasite Ctenophthalmus euxinicus Hadfield JD, Krasnov BR, Poulin R, Shinichi N (2013) A tale of two phylogenies: comparative analyses of ecological interactions. The American Naturalist 183(2): 174-187
Apodemus mystacinus hasParasite Ctenophthalmus hypanis Hadfield JD, Krasnov BR, Poulin R, Shinichi N (2013) A tale of two phylogenies: comparative analyses of ecological interactions. The American Naturalist 183(2): 174-187
Apodemus mystacinus hasParasite Ctenophthalmus proximus Hadfield JD, Krasnov BR, Poulin R, Shinichi N (2013) A tale of two phylogenies: comparative analyses of ecological interactions. The American Naturalist 183(2): 174-187
Most Frequently Mentioned Interaction Types (up to 20 most frequent)
interactionTypeName count
pollinatedBy 44510
eatenBy 17181
hasDispersalVector 5247
hasParasite 4608
interactsWith 477
hostOf 178
Most Frequently Mentioned Primary Taxa (up to 20 most frequent)
sourceTaxonName count
Detritus 655
Zooplankton 539
Decapoda sp1 FW_017 526
Actinopterygii 388
Worm 362
Benthic autotroph 326
Gastropoda 305
Eryngium stenophyllum 305
Nephrosperma vanhoutteanum 297
Microtus arvalis 247
Clethrionomys rutilus 234
Fragilaria vaucheriae 223
Apodemus uralensis 220
Clethrionomys glareolus 212
Cymbella minuta 202
Synedra ulna 200
Diatoma heimale 198
Rhoicosphenia curvata 198
Persicaria thunbergii 198
Most Frequently Mentioned Associate Taxa (up to 20 most frequent)
targetTaxonName count
Apis mellifera 892
Num. of hosts sampled 624
Aphrophila noevaezelandiae 235
Lasioglossum mahense 224
Carcharhinus perezi 196
Salmo trutta 192
Oligochaeta type II 188
Augochlora semiramis 182
Austrosimulium australense 179
Episyrphus balteatus 179
Galeocerdo cuvieri 170
Amalaraeus penicilliger 164
Ctenophthalmus assimilis 159
Spallanzania hesperidarum 157
Thalurania glaucopis 156
Carcharhinus falciformis 155
Oscinis coxendix 151
Potamopyrgus antipodarum 147
Coloburiscus humeralis 138
Most Frequent Interactions between Primary and Associate Taxa (up to 20 most frequent)
sourceTaxonName interactionTypeName targetTaxonName count
Nephrosperma vanhoutteanum pollinatedBy Apis mellifera 38
Nephrosperma vanhoutteanum pollinatedBy Lasioglossum mahense 36
Erythroxylum sechellarum pollinatedBy Lasioglossum mahense 32
Memecylon eleagni pollinatedBy Apis mellifera 31
Erythroxylum sechellarum pollinatedBy Apis mellifera 26
Memecylon eleagni pollinatedBy Lasioglossum mahense 25
Microtus arvalis hasParasite Num. of hosts sampled 23
Apodemus uralensis hasParasite Num. of hosts sampled 23
Dillenia ferruginea pollinatedBy Apis mellifera 22
Arvicola terrestris hasParasite Num. of hosts sampled 21
Microtus oeconomus hasParasite Num. of hosts sampled 21
Sorex araneus hasParasite Num. of hosts sampled 20
Phoenicophorium borsigianum pollinatedBy Lasioglossum mahense 20
Cricetulus migratorius hasParasite Num. of hosts sampled 19
Clethrionomys rutilus hasParasite Num. of hosts sampled 19
Paragenipa wrightii pollinatedBy Apis mellifera 19
Paragenipa wrightii pollinatedBy Lasioglossum mahense 19
Nephrosperma vanhoutteanum pollinatedBy Neophyllomyza approximatonervis 19
Clethrionomys glareolus hasParasite Num. of hosts sampled 18

Interaction Networks

The figures below provide a graph view on the dataset under review. The first shows a summary network on the kingdom level, and the second shows how interactions on the family level. It is important to note that both network graphs were first aligned taxonomically using the Catalogue of Life. Please refer to the original (or verbatim) taxonomic names for a more original view on the interaction data.

Interactions on taxonomic kingdom rank as interpreted by the Catalogue of Life download svg Interactions on the taxonomic family rank as interpreted by the Catalogue of Life. download svg

You can download the indexed dataset under review at indexed-interactions.csv.gz. A tab-separated file can be found at indexed-interactions.tsv.gz

Learn more about the structure of this download at GloBI website, by opening a GitHub issue, or by sending an email.

Another way to discover the dataset under review is by searching for it on the GloBI website.

Taxonomic Alignment

As part of the review, all names are aligned against various name catalogs (e.g., col, ncbi, discoverlife, gbif, itis, wfo, mdd, tpt, pbdb, and worms). These alignments can help review name usage or aid in selecting of a suitable taxonomic name resource.

Sample of Name Alignments
providedName relationName resolvedCatalogName resolvedName
Abalistes stellaris HAS_ACCEPTED_NAME col Abalistes stellaris
Abarema brachystachya SYNONYM_OF col Jupunba brachystachya
Abarema jupunba SYNONYM_OF col Jupunba trapezifolia var. micradenia
Abeillia abeillei HAS_ACCEPTED_NAME col Abeillia abeillei
Distribution of Taxonomic Ranks of Aligned Names by Catalog. Names that were not aligned with a catalog are counted as NAs. So, the total number of unaligned names for a catalog will be listed in their NA row.
resolvedCatalogName resolvedRank count
col NA 2770
col class 18
col family 81
col genus 806
col gigaclass 1
col infraclass 1
col infraorder 1
col infraspecific name 2
col kingdom 3
col order 20
col other 1
col phylum 6
col species 7708
col subclass 2
col subfamily 5
col subgenus 13
col suborder 1
col subphylum 1
col subspecies 215
col superfamily 5
col tribe 5
col variety 49
discoverlife NA 10694
discoverlife species 873
gbif NA 2074
gbif class 21
gbif family 87
gbif form 4
gbif genus 909
gbif kingdom 3
gbif order 20
gbif phylum 5
gbif species 8293
gbif subspecies 295
gbif variety 74
itis NA 5838
itis class 18
itis division 1
itis family 80
itis genus 665
itis infraorder 1
itis kingdom 3
itis order 21
itis phylum 5
itis species 4809
itis subclass 6
itis subfamily 11
itis subgenus 3
itis suborder 4
itis subphylum 3
itis subspecies 53
itis superclass 1
itis superdivision 1
itis superfamily 5
itis tribe 5
itis variety 43
mdd NA 11566
ncbi NA 4298
ncbi clade 3
ncbi class 19
ncbi family 82
ncbi genus 816
ncbi infraorder 1
ncbi kingdom 1
ncbi order 21
ncbi parvorder 1
ncbi phylum 9
ncbi species 6232
ncbi subclass 3
ncbi subfamily 16
ncbi subgenus 37
ncbi suborder 2
ncbi subphylum 1
ncbi subspecies 35
ncbi superclass 1
ncbi superfamily 5
ncbi superkingdom 1
ncbi tribe 3
ncbi varietas 13
pbdb NA 10715
pbdb class 23
pbdb family 84
pbdb genus 417
pbdb informal 1
pbdb infraclass 1
pbdb infraorder 1
pbdb kingdom 2
pbdb order 22
pbdb phylum 6
pbdb species 265
pbdb subclass 4
pbdb subfamily 14
pbdb subkingdom 1
pbdb suborder 4
pbdb subphylum 1
pbdb superclass 1
pbdb superfamily 5
pbdb tribe 4
pbdb unranked clade 7
tpt NA 10703
tpt genus 9
tpt species 854
tpt subspecificepithet 1
wfo NA 8054
wfo family 14
wfo genus 239
wfo species 3218
wfo subspecies 51
wfo variety 34
worms NA 9506
worms class 17
worms family 67
worms forma 3
worms genus 344
worms gigaclass 1
worms infraclass 1
worms infraorder 1
worms kingdom 3
worms order 20
worms phylum 6
worms phylum (division) 2
worms species 1575
worms subclass 4
worms subfamily 2
worms suborder 2
worms subphylum 3
worms subspecies 13
worms superfamily 3
worms tribe 2
worms variety 16
Name relationship types per catalog. Name relationship type "NONE" means that a name was not recognized by the associated catalog. "SAME_AS" indicates either a "HAS_ACCEPTED_NAME" or "SYNONYM_OF" name relationship type. We recognize that "SYNONYM_OF" encompasses many types of nomenclatural synonymies
resolvedCatalogName relationName count
col HAS_ACCEPTED_NAME 9414
col SYNONYM_OF 3096
col NONE 5163
discoverlife NONE 14806
discoverlife SYNONYM_OF 436
discoverlife HAS_ACCEPTED_NAME 612
discoverlife HOMONYM_OF 54
gbif HAS_ACCEPTED_NAME 11302
gbif SYNONYM_OF 4948
gbif NONE 4385
itis SYNONYM_OF 1112
itis NONE 8326
itis HAS_ACCEPTED_NAME 6483
mdd NONE 15546
mdd HAS_ACCEPTED_NAME 125
mdd SYNONYM_OF 3
ncbi SAME_AS 8663
ncbi SYNONYM_OF 693
ncbi NONE 6605
ncbi COMMON_NAME_OF 1
pbdb NONE 13505
pbdb HAS_ACCEPTED_NAME 2204
pbdb SYNONYM_OF 137
tpt NONE 14798
tpt HAS_ACCEPTED_NAME 1038
tpt SYNONYM_OF 97
wfo NONE 11826
wfo SYNONYM_OF 1292
wfo HAS_UNCHECKED_NAME 362
wfo HAS_ACCEPTED_NAME 2996
worms SYNONYM_OF 450
worms NONE 12609
worms HAS_ACCEPTED_NAME 3063
List of Available Name Alignment Reports
catalog name alignment results
col associated names alignments report in gzipped html, csv, and tsv)
ncbi associated names alignments report in gzipped html, csv, and tsv)
discoverlife associated names alignments report in gzipped html, csv, and tsv)
gbif associated names alignments report in gzipped html, csv, and tsv)
itis associated names alignments report in gzipped html, csv, and tsv)
wfo associated names alignments report in gzipped html, csv, and tsv)
mdd associated names alignments report in gzipped html, csv, and tsv)
tpt associated names alignments report in gzipped html, csv, and tsv)
pbdb associated names alignments report in gzipped html, csv, and tsv)
worms associated names alignments report in gzipped html, csv, and tsv)

Additional Reviews

Elton, Nomer, and other tools may have difficulties interpreting existing species interaction datasets. Or, they may misbehave, or otherwise show unexpected behavior. As part of the review process, detailed review notes are kept that document possibly misbehaving, or confused, review bots. An sample of review notes associated with this review can be found below.

First few lines in the review notes.
reviewDate reviewCommentType reviewComment
2025-04-21T16:23:50Z summary https://github.com/globalbioticinteractions/web-of-life/archive/f63e4dbd52d31b698df5d5f63a409889a26fd0a5.zip
2025-04-21T16:23:50Z summary 72201 interaction(s)
2025-04-21T16:23:50Z summary 0 note(s)
2025-04-21T16:23:50Z summary 0 info(s)

In addition, you can find the most frequently occurring notes in the table below.

: Most frequently occurring review notes, if any.

For additional information on review notes, please have a look at the first 500 Review Notes in html format or the download full gzipped csv or tsv archives.

GloBI Review Badge

As part of the review, a review badge is generated. This review badge can be included in webpages to indicate the review status of the dataset under review.

Picture of a GloBI Review Badge 3

Note that if the badge is green, no review notes were generated. If the badge is yellow, the review bots may need some help with interpreting the species interaction data.

GloBI Index Badge

If the dataset under review has been registered with GloBI, and has been succesfully indexed by GloBI, the GloBI Index Status Badge will turn green. This means that the dataset under review was indexed by GloBI and is available through GloBI services and derived data products.

Picture of a GloBI Index Badge 4

If you'd like to keep track of reviews or index status of the dataset under review, please visit GloBI's dataset index 5 for badge examples.

Discussion

This review and archive provides a means of creating citable versions of datasets that change frequently. This may be useful for dataset managers, including natural history collection data managers, as a backup archive of a shared Darwin Core archive. It also serves as a means of creating a trackable citation for the dataset in an automated way, while also including some information about the contents of the dataset.

This review aims to provide a perspective on the dataset to aid in understanding of species interaction claims discovered. However, it is important to note that this review does not assess the quality of the dataset. Instead, it serves as an indication of the open-ness6 and FAIRness (Wilkinson et al. 2016; Trekels et al. 2023) of the dataset: to perform this review, the data was likely openly available, Findable, Accessible, Interoperable and Reusable. The current Open-FAIR assessment is qualitative, and a more quantitative approach can be implemented with specified measurement units.

This report also showcases the reuse of machine-actionable (meta)data, something highly recommended by the FAIR Data Principles (Wilkinson et al. 2016). Making (meta)data machine-actionable enables more precise procesing by computers, enabling even naive review bots like Nomer and Elton to interpret the data effectively. This capability is crucial for not just automating the generation of reports, but also for facilitating seamless data exchanges, promoting interoperability.

Acknowledgements

We thank the many humans that created us and those who created and maintained the data, software and other intellectual resources that were used for producing this review. In addition, we are grateful for the natural resources providing the basis for these human and bot activities. Also, thanks to https://github.com/zygoballus for helping improve the layout of the review tables.

Author contributions

Nomer was responsible for name alignments. Elton carried out dataset extraction, and generated the review notes. Preston tracked, versioned, and packaged, the dataset under review.

References

Elliott, Michael, Jorrit Poelen, Icaro Alzuru, Emilio Berti, and partha04patel. 2025. "Bio-Guoda/Preston: 0.10.5." Zenodo. https://doi.org/10.5281/zenodo.14662206.
ICZN. 1999. "International Code of Zoological Nomenclature." The International Trust for Zoological Nomenclature, London, UK. https://www.iczn.org/the-code/the-code-online/.
Kuhn, Tobias, and Michel Dumontier. 2014. "Trusty URIs: Verifiable, Immutable, and Permanent Digital Artifacts for Linked Data." In The Semantic Web: Trends and Challenges, edited by Valentina Presutti, Claudia d'Amato, Fabien Gandon, Mathieu d'Aquin, Steffen Staab, and Anna Tordai, 395–410. Cham: Springer International Publishing.
Kuhn, Tobias, Jorrit Poelen, and Katrin Leinweber. 2025. "Globalbioticinteractions/Elton: 0.15.1." Zenodo. https://doi.org/10.5281/zenodo.14927734.
Poelen, Jorrit H. (ed.). 2024. "Nomer Corpus of Taxonomic Resources Hash://Sha256/ B60c0d25a16ae77b24305782017b1a270b79b5d1746f832650 F2027ba536e276 Hash://Md5/17f1363a277ee0e4ecaf1b91c665e47e." Zenodo. https://doi.org/10.5281/zenodo.12695629.
Poelen, Jorrit H., James D. Simons, and Chris J. Mungall. 2014. "Global Biotic Interactions: An Open Infrastructure to Share and Analyze Species-Interaction Datasets." Ecological Informatics 24 (November): 148–59. https://doi.org/10.1016/j.ecoinf.2014.08.005.
Poelen, Jorrit, Katja Seltmann, and Daniel Mietchen. 2024. "Globalbioticinteractions/Globinizer: 0.4.0." Zenodo. https://doi.org/10.5281/zenodo.10647565.
Salim, José Augusto, and Jorrit Poelen. 2025. "Globalbioticinteractions/Nomer: 0.5.15." Zenodo. https://doi.org/10.5281/zenodo.14893840.
Trekels, Maarten, Debora Pignatari Drucker, José Augusto Salim, Jeff Ollerton, Jorrit Poelen, Filipi Miranda Soares, Max Rünzel, Muo Kasina, Quentin Groom, and Mariano Devoto. 2023. "WorldFAIR Project (D10.1) Agriculture-related pollinator data standards use cases report." Zenodo. https://doi.org/10.5281/zenodo.8176978.
Wilkinson, Mark D., Michel Dumontier, IJsbrand Jan Aalbersberg, Gabrielle Appleton, Myles Axton, Arie Baak, Niklas Blomberg, et al. 2016. "The FAIR Guiding Principles for Scientific Data Management and Stewardship." Scientific Data 3 (1). https://doi.org/10.1038/sdata.2016.18.
  1. Note that you have to first get the data (e.g., via elton pull globalbioticinteractions/web-of-life) before being able to generate reviews (e.g., elton review globalbioticinteractions/web-of-life), extract interaction claims (e.g., elton interactions globalbioticinteractions/web-of-life), or list taxonomic names (e.g., elton names globalbioticinteractions/web-of-life)↩︎

  2. Disclaimer: The results in this review should be considered friendly, yet naive, notes from an unsophisticated robot. Please keep that in mind when considering the review results.↩︎

  3. Up-to-date status of the GloBI Review Badge can be retrieved from the GloBI Review Depot↩︎

  4. Up-to-date status of the GloBI Index Badge can be retrieved from GloBI's API↩︎

  5. At time of writing (2025-04-21) the version of the GloBI dataset index was available at https://globalbioticinteractions.org/datasets↩︎

  6. According to http://opendefinition.org/: "Open data is data that can be freely used, re-used and redistributed by anyone - subject only, at most, to the requirement to attribute and sharealike."↩︎

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