cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/4ka-e1q-krl
title: Bigenerina nodosaria d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v40-8a6-x7g
title: Dendritina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/71w-0hr-vfe
title: †Miogypsina Sacco, 1893

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n3k-80r-mpe
title: †Protelphidium roemeri (Cushman, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/et0-l3k-bfm
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6wd-brs-9g5
title: †Coleites reticulosus (Plummer, 1927)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lzj-saw-vwg
title: †Rotalia trochidiformis (Lamarck, 1804)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xaa-17p-aze
title: Textularia agglutinans d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xxf-xal-j34
title: Amphistegina radiata (Fichtel & Moll, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ep7-km1-tcq
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/74w-twa-aa2
title: Globulina gibba (d'Orbigny in Deshayes, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jpt-xf2-x91
title: Neorotalia calcar (d'Orbigny in Deshayes, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wf5-jcq-9rv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pz-1zy-c62
title: Melonis affinis (Reuss, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xye-wj6-r8b
title: Nodosaria striolata (Goës, 1894)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3ps-kl9-gel
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m0r-fbh-4bg
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7e2-tpr-4np
title: Lingulina seminuda Hantken, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7mp-br7-fxy
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hp-dv8-q7z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lt-bpx-f2d
title: Pseudopus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bsn-qr5-gpl
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q56-lfs-80r
title: Lingulina carinata d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qby-n73-7mx
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vv3-yew-vcs
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3cd-wrz-1nj
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sep-yah-0p6
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvp-n7h-pdn
title: Lacroixilepis Keith, 2007

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zyn-zgf-te8
title: †Rotalia choctawensis Cushman & Mcglamery, 1938

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k3x-fk8-9jj
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qee-tqb-q1r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y10-sc3-tgk
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/07j-b8a-swt
title: Apodemus sylvaticus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ffl-j04-qs5
title: Buliminus H. Beck, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vy-yaa-jh3
title: Planulina ariminensis d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t7d-v8c-tk6
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05z-vb3-tjb
title: Latonia Meyer, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l15-ns7-jw2
title: Quinqueloculina berthelotiana d'Orbigny, 1839

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spt-0ek-7l8
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qjz-q0l-vl3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xm3-lph-ydm
title: Operculina complanata (Defrance in Blainville, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.xrvd4c
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (USA.36.28_1, USA.36.78_1, USA.36.48_1, USA.36.53_1, USA.36.68_1, USA.36.18_1, USA.36.43_1)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pieris virginiensis Edwards, 1870"
 ]
}

 The dataset includes 35 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224781-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yrrnjt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glomera retusimentum J.J.Sm."
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230091-230224095556074/datasets/export for details.
DOI: 10.15468/dl.ew6h5v
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((113.8184 -3.48903,114.48755 -4.54591,116.69947 -3.9342,116.75523 -2.54239,116.92252 -1.36279,116.17902 -0.73092,115.68519 -0.25153,114.53276 0.4362,113.67773 -0.38164,113.36174 -2.36984,113.39892 -2.92687,113.8184 -3.48903))",
 "HasGeospatialIssue is false",
 "TaxonKey is Limnonectes conspicillatus (Günther, 1872)"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127057-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.653gf9
title: Occurrence Download

description: A dataset containing 60660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "TaxonKey is Fratercula Brisson, 1760"
 ]
}

 The dataset includes 60660 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224786-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d8ruka
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Setaria paspalidioides Vickery"
 ]
}

 The dataset includes 208 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127077-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbn6fd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glomera pseudomonanthos Ormerod"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230083-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6atwf
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geissorhiza hesperanthoides Schltr."
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0224769-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv52s4
title: Occurrence Download

description: A dataset containing 900499 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 2023-06-05",
 "EventDate is less than or equal to 2023-07-05",
 {
 "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 900499 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127034-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2dpzq
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glomera rhombea J.J.Sm."
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0230094-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23vwkm
title: Occurrence Download

description: A dataset containing 548655 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calystegia R.Br."
 ]
}

 The dataset includes 548655 records from 2089 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029132-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9td2qp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arthopyrenia didymelloides)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025298-260208012135463/datasets/export for details.
DOI: 10.15468/dl.e32s6g
title: Occurrence Download

description: A dataset containing 91 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey IN ('50c9509d-22c7-4a22-a47d-8c48425ef4a7', '86b50d88-f762-11e1-a439-00145eb45e9a', '4bfac3ea-8763-4f4b-a71a-76a6f5f243d3', 'a307e4d7-1de2-4adc-95d5-a0a8d5f57236')
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.publishingorgkey IN ('28eb1a3f-1c15-4a95-931a-4af90ecb574d', 'f9b67ad0-9c9b-11d9-b9db-b8a03c50a862', 'b4640710-8e03-11d8-b956-b8a03c50a862', '3ead5cf3-2840-482e-bbd9-76380825be63')
 AND GBIF_STRINGARRAYCONTAINS(occurrence.classifications['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c'], '2299286', TRUE)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; '' AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 91 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009867-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddd3qp
title: Occurrence Download

description: A dataset containing 53731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Spartium"
 ]
}

 The dataset includes 53731 records from 798 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009842-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18771545
title: SPECIFICASPECTSOFORGANIZATIONALMECHANISMSFORTHEDEVELOPMENTOFHIGHEREDUCATIONSERVICES

description: Thisarticleexaminesthespecificfeaturesoforganizationalmechanismsforthedevelopmentofhighereducationservices.Thestudyanalyzesgovernancesystemsofhighereducationinstitutions,institutionalautonomy,internalqualityassurancemechanisms,digitalmanagement,andcooperationwithstakeholders.Itissubstantiatedthattheflexibilityandinnovativeorientationoforganizationalmechanismsarekeyfactorsinimprovingtheefficiencyandqualityofhighereducationservices.Theresearchfindingsprovidepracticalinsightsformodernizinghighereducationsystemsandenhancingeducationalservicequality
DOI: 10.5281/zenodo.18771544
title: SPECIFICASPECTSOFORGANIZATIONALMECHANISMSFORTHEDEVELOPMENTOFHIGHEREDUCATIONSERVICES

description: Thisarticleexaminesthespecificfeaturesoforganizationalmechanismsforthedevelopmentofhighereducationservices.Thestudyanalyzesgovernancesystemsofhighereducationinstitutions,institutionalautonomy,internalqualityassurancemechanisms,digitalmanagement,andcooperationwithstakeholders.Itissubstantiatedthattheflexibilityandinnovativeorientationoforganizationalmechanismsarekeyfactorsinimprovingtheefficiencyandqualityofhighereducationservices.Theresearchfindingsprovidepracticalinsightsformodernizinghighereducationsystemsandenhancingeducationalservicequality
DOI: 10.6084/m9.figshare.31410198.v1
title: Harnessing maturity matrix models to support strategic implementation of competency-based medical education

description: Implementation of Competency-Based Medical Education (CBME) requires a systematic approach and evaluation plan that includes processes to identify and address opportunities for continuous improvement. Maturity assessment models—frameworks widely used in business and data governance—are an innovative approach to support evaluation and improvement of CBME systems. Maturity models describe progressive levels of capability across key dimensions of change: vision, leadership, governance, and technology. Institutions can adapt existing maturity models, such as quality management or data maturity frameworks, or develop customized models aligned with local priorities. A structured approach in using these models includes selecting or designing a model, defining dimensions and capacity levels, conducting assessments, analyzing results, and implementing targeted improvement strategies. Maturity models offer a scalable, adaptable method for advancing CBME across diverse educational settings. Benefits include improved data integration, enhanced stakeholder engagement, clearer alignment with accreditation standards, and a shared framework for monitoring progress across programs. Additional evaluation locally, combined with broader adoption at other institutions, will further validate CBME‑specific maturity models, strengthen data literacy, and support iterative, sustainable continuous quality improvement.
DOI: 10.6084/m9.figshare.31410198
title: Harnessing maturity matrix models to support strategic implementation of competency-based medical education

description: Implementation of Competency-Based Medical Education (CBME) requires a systematic approach and evaluation plan that includes processes to identify and address opportunities for continuous improvement. Maturity assessment models—frameworks widely used in business and data governance—are an innovative approach to support evaluation and improvement of CBME systems. Maturity models describe progressive levels of capability across key dimensions of change: vision, leadership, governance, and technology. Institutions can adapt existing maturity models, such as quality management or data maturity frameworks, or develop customized models aligned with local priorities. A structured approach in using these models includes selecting or designing a model, defining dimensions and capacity levels, conducting assessments, analyzing results, and implementing targeted improvement strategies. Maturity models offer a scalable, adaptable method for advancing CBME across diverse educational settings. Benefits include improved data integration, enhanced stakeholder engagement, clearer alignment with accreditation standards, and a shared framework for monitoring progress across programs. Additional evaluation locally, combined with broader adoption at other institutions, will further validate CBME‑specific maturity models, strengthen data literacy, and support iterative, sustainable continuous quality improvement.
DOI: 10.15468/dl.v3cx8u
title: Occurrence Download

description: A dataset containing 195759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Turdus fuscater",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 195759 records from 250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009826-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18770920
title: Geospatial raster, vector and stratified validation-point data for peat swamp forest and forest-cover loss screening in the Lac Télé–Likouala-aux-Herbes landscape, Republic of the Congo, 2001–2024

description: This record provides a versioned geospatial dataset archive (`outputs_all.zip`) for peat swamp forest and forest-cover loss screening in the Lac Télé–Likouala-aux-Herbes landscape (Republic of the Congo), covering 2001–2024. The archive contains source and derived geospatial rasters (GeoTIFF), vector boundaries and validation points (GeoJSON and GeoPackage), tabular summary and quality-assurance outputs (CSV), and quick-look and publication-ready figures (PNG). Core contents include clipped Hansen Global Forest Change rasters (`lossyear` and `treecover2000`), a simplified Congo peat map (100 m), derived loss-on-peat-swamp masks, annual loss time series (wide and tidy formats), threshold sensitivity results (10/30/50% forest baseline definitions), raster QA summaries, class-frequency tables, a stratified candidate validation-point sample, and a canonical corrected summary metrics table (`summary_metrics_corrected.csv`).

The dataset is designed to support reproducible remote-sensing analysis, protected-area screening, method benchmarking, and downstream manual/independent validation. File names and folder structure have been preserved to remain fully compatible with the accompanying reproducible R Markdown workflow (`WWL_V6.Rmd`) and the associated Data Descriptor manuscript. Users should not rename files within the archive if they intend to rerun the workflow without modification. The code workflow is maintained separately in a public GitHub repository (armelbatchi; repository URL provided in the associated manuscript and code archive record).