cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6fnp3q
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((1.586119186046506 42.43459302325576,1.8041424418604668 42.43459302325576,1.8041424418604668 42.65261627906972,1.586119186046506 42.65261627906972,1.586119186046506 42.43459302325576))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Marmota marmota (Linnaeus, 1758)"
 ]
}

 The dataset includes 215 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0155981-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f533b6
title: Occurrence Download

description: A dataset containing 154 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 Anaxyrus mexicanus (Brocchi, 1879)"
 ]
}

 The dataset includes 154 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020194-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmiasy
title: Occurrence Download

description: A dataset containing 30961 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Egretta alba (Linnaeus, 1758)",
 "TaxonKey is Hydranassa tricolor (Statius Muller, 1776)"
 ]
 }
 ]
}

 The dataset includes 30961 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035859-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yxftcr
title: Occurrence Download

description: A dataset containing 2839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lythrum L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 2839 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171203-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzfzco
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monodelphis umbristriata (Miranda-Ribeiro, 1936)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035854-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqn4wj
title: Occurrence Download

description: A dataset containing 21 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 Vitreorana gorzulae (Ayarzagüena, 1992)"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020213-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7n9p9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex transandina G.A.Wheeler"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0147453-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.436wmy
title: Occurrence Download

description: A dataset containing 2001 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythronium L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 2001 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171187-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7wn6t
title: Occurrence Download

description: A dataset containing 2614 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asclepias incarnata L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2614 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035860-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5254yp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Observation, Human Observation)",
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Panstrongylus lenti Galvão & Palma, 1968"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020210-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kz72mp
title: Occurrence Download

description: A dataset containing 2452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus L.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Continent is North America"
 ]
}

 The dataset includes 2452 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0171212-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1taven
title: Occurrence Download

description: A dataset containing 673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 1950-2019",
 "TaxonKey is Diaglena spatulata (Günther, 1882)"
 ]
}

 The dataset includes 673 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035860-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.594bew
title: Occurrence Download

description: A dataset containing 30 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 Pristimantis sobetes (Lynch, 1980)"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020205-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mccvnz
title: Occurrence Download

description: A dataset containing 540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oreocryptophis Utiger, Schätti & Helfenberger, 2005"
 ]
}

 The dataset includes 540 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0192461-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2xc73
title: Occurrence Download

description: A dataset containing 4916 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is North America",
 "Country is one of (United States of America, Canada)",
 "Geometry POLYGON((-150.65175 15.72432,-38.09238 15.72432,-38.09238 60.72432,-150.65175 60.72432,-150.65175 15.72432))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus L.",
 "Year 2014-2024"
 ]
}

 The dataset includes 4916 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020177-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2z3d5
title: Occurrence Download

description: A dataset containing 129202 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer rubrum L."
 ]
}

 The dataset includes 129202 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025424-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9ub58
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Living Specimen, Human Observation, Occurrence evidence)",
 "TaxonKey is Dosinia ponderosa (J.E.Gray, 1838)"
 ]
}

 The dataset includes 474 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025432-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ax6z2j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Nyctinomus bivittatus Heuglin, 1861",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025433-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8r3jdm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus skeltoni Chakona & Swartz, 2013",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025434-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vswdyy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus phlegethon (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025437-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ey292v
title: Occurrence Download

description: A dataset containing 6282642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118.513 33.83,-117.972 33.83,-117.972 34.28,-118.513 34.28,-118.513 33.83))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 6282642 records from 607 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025412-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cfaqtd
title: Occurrence Download

description: A dataset containing 5993 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Mops Lesson, 1842",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 5993 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025438-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94vv67
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus phlegethon (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025440-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15610453
title: SurveySet for OCR and OMR-Based Survey Digitization

description: To support the development and evaluation of unified OCR–OMR models, we introduce SurveySet, a real-world dataset constructed from customer experience survey forms. SurveySet is designed to capture the diversity, informality, and structural variability found in physical survey documents. It includes both textual and visual input types, including handwritten digits, tick marks, crosses, and partially filled bubbles. This section describes the collection process, task-specific subsets, and annotation strategy.
DOI: 10.5281/zenodo.15610454
title: SurveySet for OCR and OMR-Based Survey Digitization

description: To support the development and evaluation of unified OCR–OMR models, we introduce SurveySet, a real-world dataset constructed from customer experience survey forms. SurveySet is designed to capture the diversity, informality, and structural variability found in physical survey documents. It includes both textual and visual input types, including handwritten digits, tick marks, crosses, and partially filled bubbles. This section describes the collection process, task-specific subsets, and annotation strategy.
DOI: 10.6075/j0gh9jcx
title: Data from: Inferring free surface disturbance properties from Kelvin wakes using convolutional neural network

description: This collection contains the surface elevation data used for training the convolutional neural networks. The raw data includes 787 simulation cases of Kelvin wakes produced from phase-resolved wave simulations using the high-order spectral method. Affine transformations and random noise have been applied to the raw data to produce this collection. Also included in this collection are images showing the raw surface elevation obtained from wave simulation.
DOI: 10.5281/zenodo.15610345
title: Does standardization matter? Evaluating the potential of the Common European Framework of Reference for Languages (CEFR) to foster labour market inclusion of immigrants (DISCEFRN): Stata Code Vignette study (Embargoed until 2026)

description: This file contains the programming code (Stata, Version 17) that was used to analyse the collected information of the survey experiment carried out within the DISCEFRN project (see metadata section Funding I). Within DISCEFRN, we combined web-scraped job vacancy data of the Norwegian labour market with a factorial survey experiment that exploits real-world variation in CEFR requirements within these ads (n vignette ratings= 10,495; n employers= 1,527) to examine whether fictitious applicants with a refugee background face less language-based discrimination on the individual level among employers who use standardized language requirements in their (real-world) ads compared to those that don’t. We thereby varied different applicant characteristics related to ethnic origin and to formal (CEFR certificate) and informal language indicators (e.g. spelling, argumentation, professional reference on unobservable relational skills) within vignettes and collected information on job-, firm- and employer characteristics (most notably attitudes towards different refugee groups) with standard survey items. This allowed us to assess whether CEFR requirements are primarily mitigating biased applicant evaluations that are related to language-based statistical/error discrimination (less relevance of informal language indicators), related to discrimination tastes (less relevance of group-related attitudes), or both. This file contains the stata code to replicate all analyses conducted in the forthcoming publication Schmaus, Bugge, Carlsen (currently submitted). The associated data set is deposited at DataverseNO:  https://doi.org/10.18710/6YMZLS

 

STATA code to replicate the analyses conducted in Schmaus, Bugge, Carlsen (submitted): https://osf.io/jth3u_v1 (replication package code).



📁 Repository: Private (Embargoed until 06/2026)

🔒 Access: By request only

📅 Planned release date: 06/2026


Please contact misc@hvl.no for more information or to request access.
DOI: 10.15468/dl.9zgq7y
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Spain",
 "MediaType is Image",
 "Month is one of (April, July)",
 "OccurrenceStatus is Present",
 "TaxonKey is Tichodroma muraria (Linnaeus, 1766)"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025441-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3zvf4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus phlegethon (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((27.1332 -20.158,25.5395 -23.2724,25.5395 -24.0715,30.5701 -24.0715,30.5701 -20.3186,29.6496 -19.6123,28.947 -19.4003,28.1821 -19.4609,27.6072 -19.7214,27.1332 -20.158))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025442-250525065834625/datasets/export for details.
DOI: 10.15468/dl.d2vpsz
title: Occurrence Download

description: A dataset containing 475264 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is GBR.1.118_1"
 ]
}

 The dataset includes 475264 records from 240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025422-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8wnz9
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Chaerephon bivittatus (Heuglin, 1861)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 250 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025443-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j86ef6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudobarbus phlegethon (Barnard, 1938)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025444-250525065834625/datasets/export for details.
DOI: 10.15468/dl.5ugch5
title: Occurrence Download

description: A dataset containing 1575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bertholletia excelsa Bonpl."
 ]
}

 The dataset includes 1575 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025447-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.