cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/lm1-l7m-wa9
title: †Nummulites Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wpf-7w4-wq2
title: Frondicularia sagittula van den Broeck, 1876

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f0e-fr3-r6d
title: Amphistegina lobifera Larsen, 1976

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l9y-k4h-qp3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4s4-5kr-gmv
title: Bolivina robusta (Brady, 1881)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z84-by1-jg7
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/30g-q3r-4sm
title: Bivalvia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/at4-hs7-g3g
title: Lingulina seminuda Hantken, 1875

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c7x-qsf-qpl
title: Martinottiella milletti (Cushman, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tha-ngd-k28
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4es-95l-d88
title: Cervus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lth-rya-4qt
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f4x-jpr-cjz
title: Calcarina quoyi d'Orbigny in Fornasini, 1908

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/whv-f8f-zxe
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zvs-sb8-801
title: Heterostegina depressa d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2dl-yzs-ka1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/x9m-r6c-6rh
title: Cytheropteron testudo Sars, 1869

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/583-53w-p5v
title: †Mantelliceras mantelli (Sowerby, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/amg-ypn-9kq
title: Cytheropteron (Cytheropteron) Sars, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zrr-r6b-pp7
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jhhmw5
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023289-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/6xp-bs0-2r6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/efn-ajn-qm3
title: †Eucytherura gruendeli Weaver, 1982

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zl-ncl-dcd
title: Uvigerina flintii Cushman, 1923

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pn5-ytf-c1s
title: Lenticulina calcar (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7lq-xdw-z7k
title: Metaclavites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k9z-ev0-dqg
title: Teschenites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p7b-j8j-bee
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/54f-qa4-498
title: Globigerinoides conglobatus (Brady, 1879)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkt-nqj-kpm
title: Planctostoma luculentum (Brady, 1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/41d-kmz-t9d
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/js4-as9-n8a
title: Pseudorotalia schroeteriana (Parker & Jones in Carpenter, 1862)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avt-jxs-lg1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qka-s28-cmr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.eb8daz
title: Occurrence Download

description: A dataset containing 3259537 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Saxifragales)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1981",
 "Geometry POLYGON((-30 25,50 25,50 75,-30 75,-30 25))"
 ]
}

 The dataset includes 3259537 records from 3471 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027300-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17590292
title: Dataset for "Decarbonizing ASEAN's Transport Sector: A Critical Review of Electric Vehicle and Biofuel Policy Pathways"

description: This dataset accompanies the article “Decarbonizing ASEAN’s Transport Sector: A Critical Review of Electric Vehicle and Biofuel Policy Pathways.” It contains compiled data tables, figures, and references used to analyze national electric vehicle (EV) and biofuel policies across ASEAN member states from 2010 to 2025. The dataset includes quantitative indicators (EV stock, charging stations, biofuel production volumes, blending ratios, and energy use) and qualitative policy attributes (targets, incentives, and institutional frameworks).

Data were collected from peer-reviewed publications, official ASEAN and national reports, and international databases such as the ASEAN Centre for Energy (ACE), IEA, ERIA, and ADB. The files support Tables 1–7 and Figures 1–6 in the publication, enabling reproducibility and comparative policy analysis.

All data are secondary and publicly available. The dataset is shared under a CC BY 4.0 license to encourage reuse in research on transport decarbonization, sustainable mobility, and regional energy transitions.
DOI: 10.5281/zenodo.17590293
title: Dataset for "Decarbonizing ASEAN's Transport Sector: A Critical Review of Electric Vehicle and Biofuel Policy Pathways"

description: This dataset accompanies the article “Decarbonizing ASEAN’s Transport Sector: A Critical Review of Electric Vehicle and Biofuel Policy Pathways.” It contains compiled data tables, figures, and references used to analyze national electric vehicle (EV) and biofuel policies across ASEAN member states from 2010 to 2025. The dataset includes quantitative indicators (EV stock, charging stations, biofuel production volumes, blending ratios, and energy use) and qualitative policy attributes (targets, incentives, and institutional frameworks).

Data were collected from peer-reviewed publications, official ASEAN and national reports, and international databases such as the ASEAN Centre for Energy (ACE), IEA, ERIA, and ADB. The files support Tables 1–7 and Figures 1–6 in the publication, enabling reproducibility and comparative policy analysis.

All data are secondary and publicly available. The dataset is shared under a CC BY 4.0 license to encourage reuse in research on transport decarbonization, sustainable mobility, and regional energy transitions.
DOI: 10.15468/dl.6ygnbk
title: Occurrence Download

description: A dataset containing 202 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhus typhina",
 "Country is Luxembourg",
 "HasCoordinate is true"
 ]
}

 The dataset includes 202 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085258-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bu5jmj
title: Occurrence Download

description: A dataset containing 11618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Claytonia sibirica",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11618 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085257-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mrrkck
title: Occurrence Download

description: A dataset containing 587102 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anopheles"
 ]
}

 The dataset includes 587102 records from 325 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085163-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2jjkts
title: Occurrence Download

description: A dataset containing 819 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boiga dendrophila (Boie, 1827)"
 ]
}

 The dataset includes 819 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005841-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qcsrc
title: Occurrence Download

description: A dataset containing 412 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boiga multomaculata (Boie, 1827)"
 ]
}

 The dataset includes 412 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005831-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jy5st
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasypeltis sahelensis Trape & Mané, 2006"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005786-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ay5eh
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonyosoma boulengeri (Mocquard, 1897)"
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005857-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.83p3yd
title: Occurrence Download

description: A dataset containing 827 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycodon aulicus (Linnaeus, 1758)"
 ]
}

 The dataset includes 827 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005917-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cryu8j
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gonyosoma prasinum (Blyth, 1854)"
 ]
}

 The dataset includes 67 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005865-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euw6rz
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycodon carinatus (Kuhl, 1820)"
 ]
}

 The dataset includes 42 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005903-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvrf8e
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dryocalamus davisonii (Blanford, 1878)"
 ]
}

 The dataset includes 65 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005893-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmdm97
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coelognathus radiatus (Boie, 1827)"
 ]
}

 The dataset includes 702 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005867-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbddxr
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boiga beddomei (Wall, 1909)"
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005830-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xwtyye
title: Occurrence Download

description: A dataset containing 325 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotaphopeltis tornieri (Werner, 1908)"
 ]
}

 The dataset includes 325 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005789-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y8wpub
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Boiga angulata (Peters, 1861)"
 ]
}

 The dataset includes 41 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184534-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zp3nrn
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipsadoboa shrevei (Loveridge, 1932)"
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0184543-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zwesmf
title: Occurrence Download

description: A dataset containing 373 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Toxicodryas pulverulenta (Fischer, 1856)"
 ]
}

 The dataset includes 373 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022818-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.23k3ug
title: Occurrence Download

description: A dataset containing 1076 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea esculenta (Lour.) Burkill"
 ]
}

 The dataset includes 1076 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280924-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2f2v4h
title: Occurrence Download

description: A dataset containing 16139 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleusine coracana (L.) Gaertn."
 ]
}

 The dataset includes 16139 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0252127-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.autlf5
title: Occurrence Download

description: A dataset containing 18490 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Musa L."
 ]
}

 The dataset includes 18490 records from 316 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029253-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnt9jc
title: Occurrence Download

description: A dataset containing 9808 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colocasia esculenta (L.) Schott"
 ]
}

 The dataset includes 9808 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051727-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cym376
title: Occurrence Download

description: A dataset containing 3548 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dioscorea japonica Thunb."
 ]
}

 The dataset includes 3548 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0280905-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erxs6e
title: Occurrence Download

description: A dataset containing 366998 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Oryza sativa L."
 ]
}

 The dataset includes 366998 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008123-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k1va80
title: Occurrence Download

description: A dataset containing 91012 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cicer arietinum L."
 ]
}

 The dataset includes 91012 records from 200 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033737-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s3vc2552sf.1
title: AgriShelf: A Multi-Class, Bi-Source Image Dataset for Smart Agri-Food Retailing Applications

description: In this dataset, we have compiled a comprehensive collection of 15,524 agri-food retail images across various classes commonly found in grocery and supermarket environments. To ensure generalizability, the dataset was collected using two distinct sources: a smartphone and an Intel RealSense Depth Camera (D435i), under diverse, real-world conditions, such as shelf inclinations, lighting levels, and different angles. The dataset is structured into two main subsets: unlabeled and labeled. The unlabeled subset is curated for key computer vision tasks relevant to retail applications, including classification, object detection, and product recognition. The labeled subset consists of 2,416 samples with detailed centroid annotations, making it suitable for On-Shelf Availability (OSA) estimation, counting, or multi-task learning approaches. Altogether, both subsets serve as valuable benchmarks for evaluating and testing automated inventory monitoring systems and real-time retail analytics applications.
DOI: 10.17632/s3vc2552sf.2
title: AgriShelf: A Multi-Class, Bi-Source Image Dataset for Smart Agri-Food Retailing Applications

description: In this dataset, we have compiled a comprehensive collection of 15,576 agri-food retail images across various classes commonly found in grocery and supermarket environments. To ensure generalizability, the dataset was collected using two distinct sources: a smartphone and an Intel RealSense Depth Camera (D435i), under diverse, real-world conditions, such as shelf inclinations, lighting levels, and different angles. The dataset is structured into two main subsets: unlabeled and labeled. The unlabeled subset is curated for key computer vision tasks relevant to retail applications, including classification, object detection, and product recognition. The labeled subset consists of 2,416 samples with detailed centroid annotations, making it suitable for On-Shelf Availability (OSA) estimation, counting, or multi-task learning approaches. Altogether, both subsets serve as valuable benchmarks for evaluating and testing automated inventory monitoring systems and real-time retail analytics applications.
DOI: 10.17632/s3vc2552sf.3
title: AgriShelf: A Multi-Class, Bi-Source Image Dataset for Smart Agri-Food Retailing Applications

description: In this dataset, we have compiled a comprehensive collection of 16,667 agri-food retail images across various classes commonly found in grocery and supermarket environments. To ensure generalizability, the dataset was collected using two distinct sources: a smartphone and an Intel RealSense Depth Camera (D435i), under diverse, real-world conditions, such as shelf inclinations, lighting levels, and different angles. The dataset is structured into two main subsets: unlabeled and labeled. The unlabeled subset is curated for key computer vision tasks relevant to retail applications, including classification, object detection, and product recognition. The labeled subset consists of 2,416 samples with detailed centroid annotations, making it suitable for On-Shelf Availability (OSA) estimation, counting, or multi-task learning approaches. Altogether, both subsets serve as valuable benchmarks for evaluating and testing automated inventory monitoring systems and real-time retail analytics applications.