cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17300353
title: Dataset of Pharmacists' Competence and Hospital Antimicrobial Stewardship Program (AMS) Implementation Scores in Riau Islands Province, Indonesia

description: This dataset contains the processed data used in the study evaluating the impact of Antimicrobial Stewardship Program (AMS) training on pharmacists’ competence and hospital-level AMS implementation in Riau Islands Province, Indonesia. A total of 103 pharmacists from 29 hospitals (both public and private) participated in the study.

The Excel file includes the following components:





Demographic and professional characteristics of pharmacist participants




Pre- and post-intervention competence scores




Hospital-level AMS implementation scores before and after intervention




Correlation analysis between pharmacists’ competence improvement and AMS implementation scores



The dataset was analyzed descriptively and inferentially to assess changes in pharmacists’ competence and institutional AMS performance following the intervention. This dataset supports the findings reported in the associated research article.
DOI: 10.15468/dl.gu9xz8
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paulownia elongata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 119 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064067-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52vsk4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bilbaoanus",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064066-250920141307145/datasets/export for details.
DOI: 10.15468/dl.tggx3r
title: Occurrence Download

description: A dataset containing 489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((150 60,180 60,180 90,150 90,150 60))"
 ]
}

 The dataset includes 489 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064068-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xedr67
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron glaucus",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064070-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekpf9v
title: Occurrence Download

description: A dataset containing 228166 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alburnoides bipunctatus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 228166 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063991-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6rq6k
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron glaucus",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064072-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj92v5
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paulownia fargesii)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 295 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064074-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xjdk4
title: Occurrence Download

description: A dataset containing 42814 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suliformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-180 30,-150 30,-150 60,-180 60,-180 30))"
 ]
}

 The dataset includes 42814 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064069-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rz8nsv
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kirengeshoma palmata"
 ]
}

 The dataset includes 387 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064071-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7685gx
title: Occurrence Download

description: A dataset containing 3853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron glaucus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3853 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064073-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqqq87
title: Occurrence Download

description: A dataset containing 783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Paulownia fortunei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 783 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064077-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hmg3c9
title: Occurrence Download

description: A dataset containing 3835 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is EN",
 "OccurrenceStatus is Present",
 "StateProvince is Maharashtra",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 3835 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064081-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.382a7v
title: Occurrence Download

description: A dataset containing 37859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is VU",
 "OccurrenceStatus is Present",
 "StateProvince is Maharashtra",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 37859 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064078-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwpbs8
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lactuca macrophylla",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064079-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tve8b
title: Occurrence Download

description: A dataset containing 6862 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lactuca macrophylla",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6862 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064080-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7k6bc
title: Occurrence Download

description: A dataset containing 253651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anseriformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 30,-30 30,-30 60,-60 60,-60 30))"
 ]
}

 The dataset includes 253651 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064036-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.av6v4x
title: Occurrence Download

description: A dataset containing 8178797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anseriformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 30,0 30,0 60,-30 60,-30 30))"
 ]
}

 The dataset includes 8178797 records from 1240 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064035-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq9mr2
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.22159000000001 24.96501, 89.14413500000001 24.959433, 89.068608 24.94284, 88.996886 24.915645, 88.93075 24.878523, 88.871838 24.832398, 88.82160399999999 24.778413, 88.78128 24.717907, 88.75185 24.652379, 88.73402400000001 24.583447, 88.728222 24.512814, 88.734568 24.442219, 88.752886 24.3734, 88.782706 24.308047, 88.82328 24.247762, 88.87360099999999 24.194022, 88.932427 24.148142, 88.998312 24.111241, 89.069644 24.084221, 89.14467999999999 24.067742, 89.22159000000001 24.062203, 89.2985 24.067742, 89.373536 24.084221, 89.444868 24.111241, 89.51075299999999 24.148142, 89.569579 24.194022, 89.6199 24.247762, 89.66047399999999 24.308047, 89.69029399999999 24.3734, 89.708612 24.442219, 89.714958 24.512814, 89.70915599999999 24.583447, 89.69132999999999 24.652379, 89.6619 24.717907, 89.621576 24.778413, 89.571342 24.832398, 89.51242999999999 24.878523, 89.44629399999999 24.915645, 89.374572 24.94284, 89.29904500000001 24.959433, 89.22159000000001 24.96501))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079778-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qq736m
title: Occurrence Download

description: A dataset containing 275 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllocephalum scabridum"
 ]
}

 The dataset includes 275 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079784-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zus863
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "GadmGid is DEU.1_1",
 "TaxonKey is Tetrao urogallus"
 ]
}

 The dataset includes 116 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079783-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/c87ks9cu
title: Learning-based Lensless Imaging through Optically Thick Scattering Media

description: A learning-based lensless imaging approach through optically thick scattering media.
DOI: 10.15468/dl.pm4s28
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Halimocnemis karelinii, Halimocnemis sclerantha, Halimocnemis sclerantha)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2024",
 "CoordinateUncertaintyInMeters is greater than or equal to 0",
 "CoordinateUncertaintyInMeters is less than or equal to 4500",
 "BasisOfRecord is one of (Human Observation, Observation, Specimen, Material sample, Living Specimen)"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079785-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57745/4xd42t
title: Recensement des politiques publiques appliquées sur le marais de Brouage

description: Recensement des politiques publiques appliquées sur le marais de Brouage, en vue de l'étude de la gouvernance du territoire dans le cadre de l'Observatoire du socio-écosystème du marais de Brouage. Politiques publiques mises en œuvre entre 1962 et 2025 de l'échelle locale à l'échelle européenne. Programmes de recherches ajoutés à ce recensement pour leur impact potentiel dans la réflexion ou mise en œuvre de politiques publiques (exemple du projet Adapto et du PAPI). Recensement réalisé entre juin et décembre 2025, A regarder en complément : recensement des acteurs du marais de Brouage.
DOI: 10.57745/szodpq
title: Recensement des acteurs du marais de Brouage

description: Recensement des acteurs du marais de Brouage, en vue de l'étude de la gouvernance du territoire dans le cadre de l'Observatoire du socio-écosystème du marais de Brouage. Deux types d'acteurs recensés : institutions/organismes/structures et individus (multi-positionnés ou particulièrement présents dans la gestion du territoire). Recensement réalisé entre juin et décembre 2025, comprenant les acteurs repérés dans le cadre de l'étude des politiques publiques territoriales. Peut être considéré représentatif du réseau d'acteurs en 2025 (à quelques cas près).
DOI: 10.15468/dl.36d2ks
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((89.22190999999999 24.968909, 89.144453 24.963332, 89.068923 24.94674, 88.99719899999999 24.919545, 88.931061 24.882423, 88.872147 24.836297, 88.821911 24.782313, 88.781586 24.721807, 88.752155 24.656278, 88.734329 24.587347, 88.728527 24.516713, 88.73487299999999 24.446119, 88.753191 24.3773, 88.783012 24.311947, 88.823588 24.251662, 88.87391100000001 24.197922, 88.932738 24.152042, 88.998625 24.115141, 89.069959 24.088122, 89.144997 24.071642, 89.22190999999999 24.066104, 89.298823 24.071642, 89.37386100000001 24.088122, 89.445195 24.115141, 89.511082 24.152042, 89.569909 24.197922, 89.620232 24.251662, 89.660808 24.311947, 89.690629 24.3773, 89.70894699999999 24.446119, 89.715293 24.516713, 89.709491 24.587347, 89.691665 24.656278, 89.662234 24.721807, 89.621909 24.782313, 89.571673 24.836297, 89.512759 24.882423, 89.44662099999999 24.919545, 89.374897 24.94674, 89.299367 24.963332, 89.22190999999999 24.968909))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079782-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/l88vszvt
title: Crowd Density Estimation using Imperfect Labels

description: Density estimation is one of the most widely used methods for crowd counting in which a deep learning model learns from head-annotated crowd images to estimate crowd density in unseen images.
DOI: 10.57745/jbrhji
title: Enquête Mobilité-Logement 2025 auprès des étudiants de La Rochelle Université

description: L'objectif de cette enquête est l'étude de la mobilité domicile-université et son lien avec les questions de logement, dans le cadre du projet de recherche ODÉPAR* mené par les laboratoires NUDD, LIENSs et L3i. Les données servent à connaître les habitudes de mobilité des étudiants, à réaliser une cartographie des déplacements ainsi qu'à mesurer le changement de comportement en terme de mobilité. Les données ont été récoltées via une enquête en ligne sur LimeSurvey à la fin de l'année 2024. Les données ont été anonymisées par suppression des colonnes _nom_ et _prenom_. Les noms des colonnes sont expliqués dans la 2ème feuille "Dictionnaire".
DOI: 10.57745/q9i7ov
title: data.csv

description: an extraction of a dataset collected by INSEE as of 01/01/2022, containing demographic, social and economic factors at the living area spatial resolution, enriched with density, numbers of banks, and type of banks (lucrative or cooperative) per living area
DOI: 10.15468/dl.acwjvu
title: Occurrence Download

description: A dataset containing 1077 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cicendia quadrangularis (Lam.) Griseb."
 ]
}

 The dataset includes 1077 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011194-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ah6pd
title: Occurrence Download

description: A dataset containing 835 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Simulium equinum (Linnaeus, 1758)"
 ]
}

 The dataset includes 835 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080763-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cspqkd
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Pongo abelii Lesson, 1827"
 ]
}

 The dataset includes 142 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011931-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.by6egx
title: Occurrence Download

description: A dataset containing 1158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alligator mississippiensis (Daudin, 1801)"
 ]
}

 The dataset includes 1158 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0244520-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nwlh6f
title: Occurrence Download

description: A dataset containing 1992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2010-2018",
 "HasCoordinate is true",
 "TaxonKey is Danaus plexippus (Linnaeus, 1758)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1992 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011194-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ehe44
title: Occurrence Download

description: A dataset containing 9234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinanthus serotinus (Schönh. ex Halácsy & Heinr.Braun) Oborny"
 ]
}

 The dataset includes 9234 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0216393-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5sb6k
title: Occurrence Download

description: A dataset containing 43636 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Capra hircus Linnaeus, 1758",
 "HasCoordinate is true"
 ]
}

 The dataset includes 43636 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252481-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm95j2
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Oreochromis niloticus (Linnaeus, 1758)"
 ]
}

 The dataset includes 481 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0246886-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.