cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.rfv98x
title: Occurrence Download

description: A dataset containing 2165 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Naja naja (Linnaeus, 1758)"
 ]
}

 The dataset includes 2165 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017819-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97yv8y
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chad",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Faidherbia albida (Delile) A.Chev."
 ]
}

 The dataset includes 105 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017822-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6awh5m
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nigeria",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Milicia excelsa (Welw.) C.C.Berg"
 ]
}

 The dataset includes 91 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017824-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btfdre
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mali",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Saba senegalensis (A.DC.) Pichon"
 ]
}

 The dataset includes 150 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017825-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whfekv
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Côte d’Ivoire",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Choeropsis liberiensis (Morton, 1849)"
 ]
}

 The dataset includes 19 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017827-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.82ycgm
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zambia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocarpus angolensis DC."
 ]
}

 The dataset includes 55 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017826-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4xnc9
title: Occurrence Download

description: A dataset containing 139 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Malawi",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus patula Schiede ex Schltdl. & Cham."
 ]
}

 The dataset includes 139 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017829-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9j27nq
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mali",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Combretum micranthum G.Don"
 ]
}

 The dataset includes 349 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017828-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t38xn2
title: Occurrence Download

description: A dataset containing 750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Burkina Faso",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Combretum micranthum G.Don"
 ]
}

 The dataset includes 750 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017830-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6qbqn
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Senegal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Combretum micranthum G.Don"
 ]
}

 The dataset includes 110 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017832-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a58cd
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Equatorial Guinea",
 "OccurrenceStatus is Present",
 "TaxonKey is Mandrillus leucophaeus poensis Zukowsky, 1922",
 "Year 1000-2025"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017833-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny2cy9
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Togo",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Milicia excelsa (Welw.) C.C.Berg"
 ]
}

 The dataset includes 76 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017831-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuvegs
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Okapia johnstoni (P.L.Sclater, 1901)"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017834-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.na3ks7
title: Occurrence Download

description: A dataset containing 940 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Madagascar",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Icthyophaga vociferoides (des Murs, 1845)"
 ]
}

 The dataset includes 940 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017836-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2qdpq3
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ghana",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Theobroma cacao L."
 ]
}

 The dataset includes 42 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017835-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yp4zux
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Zambia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lycaon pictus (Temminck, 1820)"
 ]
}

 The dataset includes 70 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017843-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2x9dx
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Congo, Democratic Republic of the",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Afropavo congensis Chapin, 1936"
 ]
}

 The dataset includes 103 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017839-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnsfnq
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippotragus niger variani Thomas, 1916",
 "Year 1000-2025"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017844-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qp6vur
title: Occurrence Download

description: A dataset containing 964 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Material citation, Living Specimen, Occurrence evidence)",
 "Continent is one of (Asia, Oceania)",
 "Country is Papua New Guinea",
 "GadmGid is IDN",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 964 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017845-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czs3cr
title: Occurrence Download

description: A dataset containing 199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Cameroon",
 "Geometry POLYGON((8 1.35,16.5 1.35,16.5 14,8 14,8 1.35))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Manihot esculenta Crantz"
 ]
}

 The dataset includes 199 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017837-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wugzes
title: Occurrence Download

description: A dataset listing the 24581 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Artiodactyla, Rodentia, Carnivora, Lagomorpha, Primates)"
 ]
}

 The dataset's 24581 records were derived from 10018 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017818-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15080629
title: SorpVision Dataset

description: This dataset contains both the original and resized materials used for our sorptivity analysis experiments. The real dataset was originally captured at 640×480 (VGA) resolution, while the synthetic dataset was natively generated at 448×448 pixels. To ensure full transparency and reproducibility, we provide all data in three main folders:





videosThis folder contains the original VGA “speed-up” videos recorded at 640×480 pixels. These serve as the unmodified source material for the real dataset.




video frames – annotated by 4 peopleThis folder contains the extracted video frames, each at 640×480 resolution, with pixel-level annotations provided by four independent annotators. These frames capture the same details found in the original videos, allowing for direct evaluation and comparison of annotation quality.




datasetThis folder contains the 448×448 images and their corresponding masks used in our final training and analysis. The real images in this folder have been resized down from 640×480, while the synthetic images were originally created at 448×448.



By offering both the native-resolution and resized data, we hope to facilitate a wide range of research objectives. Users may employ the original files for detailed studies requiring maximum fidelity, or use the 448×448 dataset for consistency with our published results. In all cases, the complete collection aims to support reproducibility and flexibility in experimentation.
DOI: 10.5281/zenodo.15080628
title: SorpVision Dataset

description: This dataset contains both the original and resized materials used for our sorptivity analysis experiments. The real dataset was originally captured at 640×480 (VGA) resolution, while the synthetic dataset was natively generated at 448×448 pixels. To ensure full transparency and reproducibility, we provide all data in four main folders:





VideosThis folder contains the original VGA “speed-up” videos recorded at 640×480 pixels. These serve as the unmodified source material for the real dataset.




Video Frames – Annotated by 4 PeopleThis folder contains extracted video frames, each at 640×480 resolution, with pixel-level annotations provided by four independent annotators. These frames capture the same details as the original videos, allowing for direct evaluation and comparison of annotation quality.




Images & MasksThis folder contains 448×448 images and their corresponding masks used in the final training and analysis. The real images have been resized from 640×480, while the synthetic images were originally created at 448×448.




DatasetDataset.xlsx is a spreadsheet logging each specimen’s dimensions, time-lapse mass, and wetted-area data, along with calculated penetration and sorptivity values used to train the computer-vision model.



By offering both the native-resolution and resized data, we hope to facilitate a wide range of research objectives. Users may employ the original files for detailed studies requiring maximum fidelity, or use the 448×448 dataset for consistency with our published results. In all cases, the complete collection aims to support reproducibility and flexibility in experimentation.
DOI: 10.5281/zenodo.15324282
title: SorpVision Dataset

description: This dataset contains both the original and resized materials used for our sorptivity analysis experiments. The real dataset was originally captured at 640×480 (VGA) resolution, while the synthetic dataset was natively generated at 448×448 pixels. To ensure full transparency and reproducibility, we provide all data in four main folders:





VideosThis folder contains the original VGA “speed-up” videos recorded at 640×480 pixels. These serve as the unmodified source material for the real dataset.




Video Frames – Annotated by 4 PeopleThis folder contains extracted video frames, each at 640×480 resolution, with pixel-level annotations provided by four independent annotators. These frames capture the same details as the original videos, allowing for direct evaluation and comparison of annotation quality.




Images & MasksThis folder contains 448×448 images and their corresponding masks used in the final training and analysis. The real images have been resized from 640×480, while the synthetic images were originally created at 448×448.




DatasetDataset.xlsx is a spreadsheet logging each specimen’s dimensions, time-lapse mass, and wetted-area data, along with calculated penetration and sorptivity values used to train the computer-vision model.



By offering both the native-resolution and resized data, we hope to facilitate a wide range of research objectives. Users may employ the original files for detailed studies requiring maximum fidelity, or use the 448×448 dataset for consistency with our published results. In all cases, the complete collection aims to support reproducibility and flexibility in experimentation.
DOI: 10.15468/dl.ndsbvy
title: Occurrence Download

description: A dataset containing 15205 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 Anredera Juss."
 ]
}

 The dataset includes 15205 records from 310 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011693-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nbpavv
title: Occurrence Download

description: A dataset containing 17024 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Muestreos de fauna silvestre existente en la franja de protección del embalse y áreas de reserva protectora de la Central Hidroeléctrica Sogamoso"
 ]
}

 The dataset includes 17024 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040783-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzz9rb
title: Occurrence Download

description: A dataset containing 2108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Continent is Europe",
 "Year is greater than 1978",
 "Year is less than 2014",
 "HasGeospatialIssue is false",
 "TaxonKey is Arenaria aggregata (L.) Loisel."
 ]
}

 The dataset includes 2108 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020871-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqgmaz
title: Occurrence Download

description: A dataset containing 307 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)"
 ]
}

 The dataset includes 307 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0142442-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kzedbn
title: Occurrence Download

description: A dataset containing 93875594 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Material citation",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Living Specimen",
 "BasisOfRecord is Occurrence evidence"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 93875594 records from 3763 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0188588-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/49t-jd7-c3v
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bbn-x3w-mq8
title: Favia De Blainville, 1820

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.j9axxu
title: Occurrence Download

description: A dataset containing 10716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Austrominius modestus",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 10716 records from 139 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022518-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/3wx-daz-315
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k5r-ah1-bp8
title: Cidaris Leske, 1778

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q5w-ca2-qlr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wj9-dgd-m8m
title: Crinoidea Miller, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c1r-tv5-bff
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkg-xd2-jxv
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wlb-10e-1wl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ec3-j99-9af
title: Arthropoda

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6c-z2t-vka
title: Rusa C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lcm-4js-dnf
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9nc-17c-2jk
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t45-vgq-3et
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gkv-zw3-txk
title: Foraminifera d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mcg-nyf-jt7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3lg-gtz-ktb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0qs-yg2-7pa
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vsr-h61-j1j
title: †Echinus coglesi (Cotteau, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/72d-f3h-q5k
title: Crocodylus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.