cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pcq85z
title: Occurrence Download

description: A dataset containing 1425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Brachytheciastrum collinum (Schleich. ex Müll.Hal.) Ignatov & Huttunen",
 "HasCoordinate is true",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 1425 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002694-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s276x
title: Occurrence Download

description: A dataset containing 674 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holochilus sciureus Wagner, 1842"
 ]
}

 The dataset includes 674 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0344544-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.an8tyg
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masoala Jum."
 ]
}

 The dataset includes 99 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201053-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v33wsx
title: Occurrence Download

description: A dataset containing 4165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carapa guianensis Aubl.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4165 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036140-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtkdyx
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nematobrycon palmeri Eigenmann, 1911"
 ]
}

 The dataset includes 159 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0341110-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqhjmn
title: Occurrence Download

description: A dataset containing 4198 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pholidostachys H.Wendl. ex Benth. & Hook.f."
 ]
}

 The dataset includes 4198 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201068-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46jpsv
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Eleutherodactylus teretistes (Duellman, 1958)"
 ]
}

 The dataset includes 69 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016969-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tfbd4x
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bryconamericus icelus Dahl, 1964"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0341108-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zwgt3
title: Occurrence Download

description: A dataset containing 3196 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinanga Blume"
 ]
}

 The dataset includes 3196 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0201075-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qrte7z
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hieracium alliicolor Johanss."
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022391-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cldsan
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lemur catta Linnaeus, 1758",
 "Country is Madagascar",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015200-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4r3wd
title: Occurrence Download

description: A dataset containing 5347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemerocallis lilioasphodelus L.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5347 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038937-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbybg4
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((24.46734377352534 -5.7615108612517965,27.358136064745896 -5.7615108612517965,27.358136064745896 -2.87071857003124,24.46734377352534 -2.87071857003124,24.46734377352534 -5.7615108612517965))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Neritidae"
 ]
}

 The dataset's 2 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085601-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh3mzf
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyclorhipidion bodoanum (Reitter, 1913)"
 ]
}

 The dataset includes 459 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015201-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tp6kn4
title: Occurrence Download

description: A dataset containing 403028 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2023-10-27",
 "EventDate is less than or equal to 2023-11-26",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 403028 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034099-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r4scv
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Ialtris agyrtes Schwartz & Rossman, 1976"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085597-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eucnus
title: Occurrence Download

description: A dataset containing 14285 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RMCA-HERP"
 ]
}

 The dataset includes 14285 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015202-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kuuvq7
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chassalia pubescens Ridl."
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085603-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5s44hc
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus patula Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 749 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015202-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pkzkfm
title: Occurrence Download

description: A dataset containing 22288 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis Linnaeus, 1758",
 "TaxonKey is Aeshna grandis Linnaeus, 1758",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis Linnaeus, 1758",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is 161474836",
 "TaxonKey is Aeshna isoceles (O.F.Müller, 1767)",
 "TaxonKey is Aeshna viridis Eversmann, 1836",
 "TaxonKey is Aeshna crenata Hagen, 1856"
 ]
 },
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "DecimalLongitude is greater than or equal to 3.708762",
 "DecimalLongitude is less than or equal to 32.778653",
 "DecimalLatitude is greater than or equal to 57.767492",
 "DecimalLatitude is less than or equal to 71.752397"
 ]
}

 The dataset includes 22288 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033807-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8ydsf
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Grammatophyllum speciosum Blume"
 ]
}

 The dataset includes 246 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018866-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acfmyb
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Manihot procumbens Müll.Arg."
 ]
}

 The dataset includes 116 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015202-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ku9y4x
title: Occurrence Download

description: A dataset containing 22288 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis",
 "TaxonKey is Aeshna grandis Linnaeus, 1758",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis Linnaeus, 1758",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis Linnaeus, 1758",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is Aeshna grandis (Linnaeus, 1758)",
 "TaxonKey is 161474836",
 "TaxonKey is Aeshna isoceles (O.F.Müller, 1767)",
 "TaxonKey is Aeshna viridis Eversmann, 1836",
 "TaxonKey is Aeshna crenata Hagen, 1856"
 ]
 },
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "DecimalLongitude is greater than or equal to 3.708762",
 "DecimalLongitude is less than or equal to 32.778653",
 "DecimalLatitude is greater than or equal to 57.767492",
 "DecimalLatitude is less than or equal to 71.752397"
 ]
}

 The dataset includes 22288 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033811-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygdc93
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Pachydactylus affinis Boulenger, 1896"
 ]
}

 The dataset includes 301 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085606-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xf0b2v
title: Occurrence Download

description: A dataset containing 25065 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caretta caretta Smith, 1931"
 ]
}

 The dataset includes 25065 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015203-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yedyj4
title: Occurrence Download

description: A dataset containing 5149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image"
 ]
}

 The dataset includes 5149 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034382-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ruzg9
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex albert-smithii T.Koyama"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085595-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2aihi
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pinus peuce Griseb."
 ]
}

 The dataset includes 304 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015203-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tyfspq
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemerocallis thunbergii Barr",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038938-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.myk6jr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cyathea minuta J.Murillo & M.T.Murillo"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018834-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmvuqf
title: Occurrence Download

description: A dataset containing 377 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abutilon pannosum (G.Forst.) Schltdl.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 377 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034863-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrqpzm
title: Occurrence Download

description: A dataset containing 448740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mentha aquatica L.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 448740 records from 1870 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018809-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3ja43
title: Occurrence Download

description: A dataset containing 32414 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aphelocoma coerulescens (Bosc, 1795)",
 "Year 2015-2025"
 ]
}

 The dataset includes 32414 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005997-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15142595
title: Table 1 in A widespread Ponto-Caspian invader with a mistaken identity: integrative taxonomy elucidates the confusing taxonomy of Trichogammarus trichiatus (= Echinogammarus) (Crustacea: Amphipoda)

description: Table 1. Results of the Bayes factor species delimitation analysis using various combinations of nuclear and mitochondrial markers (ISC = C. ischnus, TRI = C. trichiatus)
MarkerModelMLEMLEMLEMLEMLE2×ln Bayes factorsrun1run2run3meanrankNuclear DNATRI ≠ ISC−6967.28−6957.65−6950.40−6958.441Rank 1 vs. 2 = 6.6ISC = 3 spp.−6958.93−6969.66−6956.72−6961.772Rank 1 vs. 3 = 27.9TRI = ISC−6974.33−6968.79−6974.06−6972.403Rank 2 vs. 3 = 21.2Nuclear +ISC = 3 spp.−9633.84−9644.74−9645.89−9641.491Rank 1 vs. 2 = 6.6mitochon-TRI ≠ ISC−9643.34−9647.09−9643.92−9644.782Rank 1 vs. 3 = 57.4drial DNATRI = ISC−9664.93−9674.08−9671.62−9670.213Rank 2 vs. 3 = 50.9MitochondrialISC = 3 spp.−2660.13−2661.44−2664.48−2662.021Rank 1 vs. 2 = 8.79DNATRI ≠ ISC−2662.58−2669.52−2667.14−2666.412Rank 1 vs. 3 = 26.9TRI = ISC−2675.54−2678.03−2672.82−2675.463Rank 2 vs. 3 = 18.1
description: Published as part of Copilaș-Ciocianu, Denis, Palatov, Dmitry, Rewicz, Tomasz, Sands, Arthur F., Arbačiauskas, Kęstutis, Haaren, Ton Van, Hebert, Paul D. N., Grabowski, Michał & Marin, Ivan, 2023, A widespread Ponto-Caspian invader with a mistaken identity: integrative taxonomy elucidates the confusing taxonomy of Trichogammarus trichiatus (= Echinogammarus) (Crustacea: Amphipoda), pp. 830 in Zoological Journal of the Linnean Society 198 on page 830, DOI: 10.1093/zoolinnean/zlad010, http://zenodo.org/record/8152446