cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/qg7-wtf-wbg
title: Periclimenes soror Nobili, 1904

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/59g-rn2-dhh
title: Elephantis jaggeri Klotz & de Grave, 2015

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bdh-lhp-5hv
title: Portunus trituberculatus (Miers, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f2b-wd2-s8z
title: Monomia gladiator (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lrl-pqz-4sx
title: Munidopsis snelliusae Baba, 1977

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gx-9wb-gcd
title: Ashtoret picta (Hess, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kt1-7rw-cm4
title: Scyllarus pygmaeus (Bate, 1888)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/84s-hla-5fy
title: Matuta victor (Fabricius, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bgg-s80-7vr
title: Penaeus indicus H. Milne Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36b-rjw-4r8
title: Minuca burgersi (Holthuis, 1967)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bj-78c-t9l
title: Processa acutirostris Nouvel & Holthuis, 1957

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c00-qbf-t2h
title: Penaeus indicus H. Milne Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8dq-09g-rc2
title: Macrobrachium faustinum (de Saussure, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldl-nv1-l56
title: Atelecyclus undecimdentatus (Herbst, 1783)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5v0-cda-lzf
title: Philocheras trispinosus (Hailstone in Hailstone & Westwood, 1835)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qle-5w2-hwe
title: Geryon trispinosus (Herbst, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3wn-5p7-dyb
title: Neodorippe callida (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/heq-7f3-ej8
title: Achelous spinicarpus Stimpson, 1871

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h5y-lzn-160
title: Polybius holsatus (Fabricius, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0l-g3p-gmz
title: Grapsus grapsus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbs-j7p-gkz
title: Glyphocrangon nobilis A. Milne-Edwards, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ghg-7ye-2by
title: Coenobita rugosus H. Milne-Edwards, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wzz-a5h-k29
title: Geelvinkia holthuisi Bott, 1974

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v9r-8c5-sgs
title: Sicyonia aliaffinis (Burkenroad, 1934)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/waw-gd4-nlg
title: Thalamita crenata Rüppell, 1830

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1zm-5pr-fmk
title: Diogenes pugilator (Roux, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ds6-5ay-twq
title: Potamalpheops pylorus Powell, 1979

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.25740/hv891rg8328
title: Data from the "POLIS at Stanford University" website (the Greek Polis and Classical People databases)

description: The Greek Polis and Classical People databases on which this site is based had their origins in 2005/6, when Josiah Ober (now Professor of Political Science and Classics at Stanford, then a Professor of Classics at Princeton and a fellow at the Center for the Advanced Study of the Behavior Sciences in Palo Alto) in conjunction with David Teegarden (now a Professor of Classics at University of Buffalo, then a graduate student at Princeton), used the indexes of the Hansen/Nielsen Inventory of Archaic and Classical Greek City-States (Oxford 2005) to create a spreadsheet for about 200 poleis whose size and political history were known. That data was employed (and is discussed in detail) in Ober’s book Democracy and Knowledge (Princeton 2008).

After Ober moved to Stanford in 2006, Tim Johnson (now a Professor at Willamette University, then a graduate student at Stanford) expanded the database to include all 1035 poleis in the Inventory and a number of other variables, taken from the Inventory indices. That data set has been used and adapted by various scholars, including Rob Fleck and Andy Hansen (Economics Department Clemson University). Meanwhile, Ober began a related project with Bailey McRae (then an undergraduate at Stanford), in which entries of persons listed in the Oxford Classical Dictionary (3rd Edition) were entered into a spreadsheet based on places of birth and known employment. That dataset was subsequently revised and cleaned by a team led by Mark Pyzyk (a graduate student at Stanford).

In 2012/13 Johnson’s dataset was revised and cleaned by Ober, with the help of expert advice from Emily Mackil (UC-Berkeley), Matt Simonton (Arizona State University), David Teegarden, and Peter van Alfen (American Numismatic Society). Meanwhile, Maya Krishnan (an undergraduate student at Stanford) built the web-based site that integrates the two datasets, added location information for each polis in the Polis dataset and a number of other places in the Classical world (location information was drawn primarily from the Pleiades Project, revised and cleaned by Ober). Emin Topolavic also contributed to the creation of the site. The site began beta-testing in the autumn of 2013. The current version went live in March 2014.

This project was supported by staff-time and substantial grants from Stanford University and from the Center for the Advanced Study of the Behavioral Sciences, Princeton University, the University of Buffalo, and the American Numismatic Society. It is hosted by the Stanford University Library. Each of the people mentioned above was instrumental in the development of the project. We owe special thanks to Mogens H. Hansen and the Copenhagen Polis Center, without whose labor in creating the Inventory, this project would never have been possible.
DOI: 10.25740/vz747py6380
title: 0228_H_AO_COA

description: Model of the aorta of a 12 year-old boy with coarctation of aorta. Simulation results are available. This model can be found in the Vascular Model Repository.
DOI: 10.3535/wva-w4s-vax
title: Glyphocrangon aculeata A. Milne-Edwards, 1881

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.8e6c6y
title: Occurrence Download

description: A dataset containing 157 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Centruroides baergi Hoffmann, 1932"
 ]
}

 The dataset includes 157 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241338-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a1trws
title: Occurrence Download

description: A dataset containing 3027 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthophora plumipes (Pallas, 1772)"
 ]
}

 The dataset includes 3027 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012137-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ljmvvk
title: Occurrence Download

description: A dataset containing 10895 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphonia violacea (Linnaeus, 1758)"
 ]
}

 The dataset includes 10895 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002960-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11270899
title: Quantifying the basic reproduction number and the under-estimated fraction of mpox cases around the world at the onset of the outbreak: a mathematical modeling and machine learning- based study

description: In 2022, there was a global resurgence of mpox, with different clinico-epidemiological features compared with previousoutbreaks. During this resurgence, sexual contact was hypothesized as the primary transmission route, with the communityof men having sex with men (MSM) being disproportionately affected. Because of the stigma associated with sexuallytransmitted infections, especially those impacting MSM, the real burden of mpox could be masked.We quantified the basic reproduction number (R0) and the under-estimated fraction of mpox cases in 16 countries, from theonset of the outbreak until early September 2022, using Bayesian inference and a compartmentalized, risk-structured (high-and low-risk populations), two-route (sexual and non-sexual transmission) mathematical model. Machine learning (ML) wasleveraged to identify under-estimation determinants.Estimated R0 ranged between 1·37 (Canada) and 3·68 (Germany). The under-estimation rates for the high- and low-riskpopulations varied between 25-93% and 65-85%, respectively. The estimated total number of mpox cases, relative to thereported cases, is highest in Colombia (3·60) and lowest in Canada (1·08). In the ML analysis, two clusters of countries couldbe identified, differing in terms of attitudes towards the 2SLGBTQIAP+ community and importance of religion.Given the substantial mpox under-estimation, surveillance should be enhanced and campaigns against the stigmatization ofMSM should be organized. Countries have different social characteristics, potentially explaining the various degrees of under-reporting in mpox cases, which should be considered by studies assessing the effectiveness of community-basedinterventions.
DOI: 10.5281/zenodo.11323408
title: Quantifying the basic reproduction number and the under-estimated fraction of mpox cases around the world at the onset of the outbreak: a mathematical modeling and machine learning- based study

description: In 2022, there was a global resurgence of mpox, with different clinico-epidemiological features compared with previousoutbreaks. During this resurgence, sexual contact was hypothesized as the primary transmission route, with the communityof men having sex with men (MSM) being disproportionately affected. Because of the stigma associated with sexuallytransmitted infections, especially those impacting MSM, the real burden of mpox could be masked.We quantified the basic reproduction number (R0) and the under-estimated fraction of mpox cases in 16 countries, from theonset of the outbreak until early September 2022, using Bayesian inference and a compartmentalized, risk-structured (high-and low-risk populations), two-route (sexual and non-sexual transmission) mathematical model. Machine learning (ML) wasleveraged to identify under-estimation determinants.Estimated R0 ranged between 1·37 (Canada) and 3·68 (Germany). The under-estimation rates for the high- and low-riskpopulations varied between 25-93% and 65-85%, respectively. The estimated total number of mpox cases, relative to thereported cases, is highest in Colombia (3·60) and lowest in Canada (1·08). In the ML analysis, two clusters of countries couldbe identified, differing in terms of attitudes towards the 2SLGBTQIAP+ community and importance of religion.Given the substantial mpox under-estimation, surveillance should be enhanced and campaigns against the stigmatization ofMSM should be organized. Countries have different social characteristics, potentially explaining the various degrees of under-reporting in mpox cases, which should be considered by studies assessing the effectiveness of community-basedinterventions.
DOI: 10.15468/dl.nreyyk
title: Occurrence Download

description: A dataset containing 4896 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pan troglodytes (Blumenbach, 1775)"
 ]
}

 The dataset includes 4896 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012137-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tew8tg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((10.88196 40.72632,16.04553 40.72632,16.04553 43.25317,10.88196 43.25317,10.86823 41.74255,10.88196 40.72632))",
 "TaxonKey is Rutilus rubilio (Bonaparte, 1837)"
 ]
}

 The dataset includes 0 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011709-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e3k8xw
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsodes igneus Cuevas & Formas, 2005"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241347-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wj798
title: Occurrence Download

description: A dataset containing 21638 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Francolinus francolinus (Linnaeus, 1766)"
 ]
}

 The dataset includes 21638 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0239005-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnqv84
title: Occurrence Download

description: A dataset containing 3508 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chrysodeixis chalcites (Esper, 1789)"
 ]
}

 The dataset includes 3508 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011713-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fcyp5c
title: Occurrence Download

description: A dataset containing 2004 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 {
 "or" : [
 "Country is Equatorial Guinea",
 "Country is Kenya",
 "Country is Tanzania, United Republic of",
 "Country is Uganda",
 "Country is Cameroon",
 "Country is Congo, Democratic Republic of the",
 "Country is Angola",
 "Country is South Africa",
 "Country is Benin",
 "Country is Liberia"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cephalophus C.H.Smith, 1827"
 ]
}

 The dataset includes 2004 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244209-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ttjgrw
title: Occurrence Download

description: A dataset containing 1395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vaccinium cespitosum Michx.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 1395 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0270051-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wqvqh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phallus atrovolvatus Kreisel & Calonge"
 ]
}

 The dataset includes 0 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011702-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tu9buk
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Atherinella balsana (Meek, 1902)"
 ]
}

 The dataset includes 78 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324656-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xfenu9
title: Occurrence Download

description: A dataset containing 2355 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Chenopodium karoi (Murr) Aellen",
 "TaxonKey is Chenopodium leptophyllum (Moq.) Nutt. ex S.Watson",
 "TaxonKey is Oxybasis macrosperma (Hook.fil.) S.Fuentes, Uotila & Borsch",
 "TaxonKey is Chenopodium missouriense Aellen",
 "TaxonKey is Dysphania multifida (L.) Mosyakin & Clemants"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2355 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012138-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m25eem
title: Occurrence Download

description: A dataset containing 345 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Poa cookii (Hook.f.) Hook.f."
 ]
}

 The dataset includes 345 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244201-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwbpkk
title: Occurrence Download

description: A dataset containing 55857 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anaxyrus americanus (Holbrook, 1836)"
 ]
}

 The dataset includes 55857 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324649-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uewpj7
title: Occurrence Download

description: A dataset containing 484079 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepus europaeus Pallas, 1778"
 ]
}

 The dataset includes 484079 records from 747 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032798-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bwbmmp
title: Occurrence Download

description: A dataset containing 465101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heracleum L."
 ]
}

 The dataset includes 465101 records from 852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012138-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/bd08dri6
title: Deep High-Resolution Representation Learning for Human Pose Estimation

description: Human pose estimation dataset
DOI: 10.13145/bacdive167940.20251217.10
title: Roseomonas oleicola Wu et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive167941.20250331.9.3
title: Cyclobacterium xiamenense Chen et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive167941.20251217.10
title: Cyclobacterium xiamenense Chen et al. 2014

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/82kb0lcv
title: ISPRS Potsdam Semantic Labeling data set

description: Semantic segmentation in high resolution remote sensing images
DOI: 10.13145/bacdive167942.20250331.9.3
title: Sphingomonas gei Zhu et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive167942.20251217.10
title: Sphingomonas gei Zhu et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/453xizim
title: SelectAugment

description: The dataset used in the paper is not explicitly described, but it is mentioned that the authors used CIFAR-10, CIFAR-100, ImageNet, CUB-200-2011, and Stanford Dogs datasets.
DOI: 10.13145/bacdive167943.20250331.9.3
title: Pandoraea pneumonica Peeters et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive167943.20251217.10
title: Pandoraea pneumonica Peeters et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive167944.20250331.9.3
title: Filimonas effusa Chen et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive167944.20251217.10
title: Filimonas effusa Chen et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.57702/jz4ue0i3
title: CUB Birds 200-2011

description: A dataset of 11,788 images of birds, each annotated with 36 attributes.