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

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spirobranchus minutus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021917-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/8px-zfj-mtw
title: Cephalopoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/laq-vt4-58f
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9h3-tnk-625
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gh3-dlt-ay8
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kqa-sp9-fem
title: Cnidaria

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

description: A dataset containing 361429888 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 361429888 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003168-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxbsg4
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calisto schwartzi"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008592-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erfxk5
title: Occurrence Download

description: A dataset containing 1811682266 species occurrences available in GBIF matching the query:
{
 "HasCoordinate" : [
 "is true"
 ]
}

 The dataset includes 1811682266 records from 32441 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0108336-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nuqzkd
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((6.88939 46.71308,-5.49776 38.16596,-6.48873 33.02529,6.76551 30.36205,29.68174 29.30914,41.13985 28.31817,41.3876 35.99821,32.09724 39.21886,21.93977 45.90792,6.88939 46.71308))",
 "TaxonKey is Galeus melastomus"
 ]
}

 The dataset includes 367 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080562-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kywfdd
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080563-250717081556266/datasets/export for details.
DOI: 10.15468/dl.4kmx4x
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pseudopolydora paucibranchiata",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080564-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vndd7z
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Life"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010633-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60707/g5f4-tc62
title: Remeasurement of bidirectional visible to near-infrared reflectance spectrum of asteroid Bennu aggregate OREX-803124-0.
DOI: 10.15468/dl.55jgkq
title: Occurrence Download

description: A dataset containing 490120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "GadmGid is CAN.2_1",
 "Geometry POLYGON((-122.97041 48.87622,-124.01111 49.43876,-124.31247 49.72807,-124.87903 49.92094,-124.88707 50.14998,-125.25674 50.46741,-126.12064 50.6643,-126.45149 50.94364,-128.1928 51.01381,-129.47487 50.93727,-127.37636 49.43834,-124.39126 48.27746,-123.33359 48.13943,-122.85521 48.30527,-122.97041 48.87622))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta"
 ]
}

 The dataset includes 490120 records from 154 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017458-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5c3xk
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanthillium cinereum",
 "Country is Palau",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017507-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqys6u
title: Occurrence Download

description: A dataset containing 3169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Orochelidon flavipes)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 3169 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017508-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.udum49
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neonauclea viridiflora"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017510-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkvt37
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanthillium cinereum",
 "Country is Papua New Guinea",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017512-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79hh9w
title: Occurrence Download

description: A dataset containing 6628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hyaena hyaena)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 6628 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017513-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16749554
title: PY-CrackDB: A Pavement Crack Dataset from Paraguayan Roads for Context-Aware Computer Vision Models

description: PY-CrackDB, provides a collection of high-resolution asphalt pavement images from Paraguayan roads, designed for training and validating computer vision models for automated infrastructure inspection. The data was collected from national routes in the vicinity of Coronel Oviedo, Paraguay, capturing the unique characteristics of local pavement types, environmental conditions, and fissure patterns. A primary contribution of this dataset is its focus on the detailed annotation of fine fissures (< 3 mm wide), a category critical for early-stage maintenance interventions as per Paraguayan road engineering standards.

Methodology

Images were acquired using two high-resolution smartphone cameras (Motorola moto g52 and Tecno Spark 10 pro) under standardized conditions. A ring light with a phone stand and a 55cm numeric ruler were used to ensure consistent lighting and scale at a capture height of 1.10-1.20m. All images have been processed and standardized to a resolution of 351×500 pixels. Manual annotation for segmentation was performed using Fiji software with a Wacom tablet, and a rigorous quality control process was implemented to ensure the accuracy of all labels.

Dataset Structure

The dataset contains a total of 569 unique scenes and is organized into two main directories, each corresponding to a specific computer vision task:



Segmentation/ This directory contains data for semantic segmentation tasks and includes two sub-folders: Original_image/: Contains 369 original RGB images of asphalt pavement with cracks; Ground_truth/: Contains 369 corresponding binary mask images. In these masks, white pixels (value 255) represent the cracks, and black pixels (value 0) represent the background pavement.

Classification/ This directory is structured for binary image classification tasks and includes two sub-folders: With_crack/: Contains 369 images that show pavement cracks. Without_crack/: Contains 200 images of pavement sections with no visible cracks. This resource is provided to support the scientific community in developing more robust and context-aware models for road asset management and safety.
DOI: 10.5281/zenodo.16749553
title: PY-CrackDB: A Pavement Crack Dataset from Paraguayan Roads for Context-Aware Computer Vision Models

description: PY-CrackDB, provides a collection of high-resolution asphalt pavement images from Paraguayan roads, designed for training and validating computer vision models for automated infrastructure inspection. The data was collected from national routes in the vicinity of Coronel Oviedo, Paraguay, capturing the unique characteristics of local pavement types, environmental conditions, and fissure patterns. A primary contribution of this dataset is its focus on the detailed annotation of fine fissures (< 3 mm wide), a category critical for early-stage maintenance interventions as per Paraguayan road engineering standards.

Methodology

Images were acquired using two high-resolution smartphone cameras (Motorola moto g52 and Tecno Spark 10 pro) under standardized conditions. A ring light with a phone stand and a 55cm numeric ruler were used to ensure consistent lighting and scale at a capture height of 1.10-1.20m. All images have been processed and standardized to a resolution of 351×500 pixels. Manual annotation for segmentation was performed using Fiji software with a Wacom tablet, and a rigorous quality control process was implemented to ensure the accuracy of all labels.

Dataset Structure

The dataset contains a total of 569 unique scenes and is organized into two main directories, each corresponding to a specific computer vision task:



Segmentation/ This directory contains data for semantic segmentation tasks and includes two sub-folders: Original_image/: Contains 369 original RGB images of asphalt pavement with cracks; Ground_truth/: Contains 369 corresponding binary mask images. In these masks, white pixels (value 255) represent the cracks, and black pixels (value 0) represent the background pavement.

Classification/ This directory is structured for binary image classification tasks and includes two sub-folders: With_crack/: Contains 369 images that show pavement cracks. Without_crack/: Contains 200 images of pavement sections with no visible cracks. This resource is provided to support the scientific community in developing more robust and context-aware models for road asset management and safety.
DOI: 10.15468/dl.2mhnh2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hyaena hyaena)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017515-250802193616735/datasets/export for details.
DOI: 10.15468/dl.5m5jah
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Hyaena hyaena)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017514-250802193616735/datasets/export for details.
DOI: 10.15468/dl.wym6w5
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia meiocarpa"
 ]
}

 The dataset includes 21 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017516-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hs74rp
title: Occurrence Download

description: A dataset containing 266 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Camellia grijsii"
 ]
}

 The dataset includes 266 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017517-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dzurt5
title: Occurrence Download

description: A dataset containing 2199 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ortalis araucuan)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2199 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017518-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyn76c
title: Occurrence Download

description: A dataset containing 18121822 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Zonotrichia albicollis, Cyanistes caeruleus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 18121822 records from 6163 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017491-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11978409
title: Multi Visit Thyroid Cancer Monitoring Dataset- SHD
DOI: 10.15468/dl.mxczcr
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Fossil",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cercidiphyllum japonicum Siebold & Zucc."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004477-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28832963
title: Simulation ellipticity for Gaussian setup

description: Simulation ellipticity for Gaussian setup used to create Fig. 2 (b). The ellipticity values are presented as a 2D array arr[i,j] across the transverse plane of the probe pulse, where i specifies the grid position along z, and j along y.
DOI: 10.6084/m9.figshare.28832963.v1
title: Simulation ellipticity for Gaussian setup

description: Simulation ellipticity for Gaussian setup used to create Fig. 2 (b). The ellipticity values are presented as a 2D array arr[i,j] across the transverse plane of the probe pulse, where i specifies the grid position along z, and j along y.
DOI: 10.15468/dl.jfriow
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000686-150211104439307/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.peagce
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009826-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cu3tvo
title: Occurrence Download

description: A dataset containing 6286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Capparis spinosa L."
 ]
}

 The dataset includes 6286 records from 152 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022918-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.otgsgm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000686-150827100048397/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed2tua
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000685-150311145101897/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hpnb8t
title: Occurrence Download

description: A dataset containing 460726027 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 460726027 records from 11528 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000687-150306150734599/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccp2kx6
title: CCDC 628088: Experimental Crystal Structure Determination

description: Related Article: T.I.Kuckmann, F.Dornhaus, M.Bolte, H.-W.Lerner, M.C.Holthausen, M.Wagner|2007|Eur.J.Inorg.Chem.|2007|1989|doi:10.1002/ejic.200601207
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.13140/rg.2.2.11227.21280
title: Analyse de l’impact de l’adoption de l’agriculture de conservation pour les exploitations agricoles du Moyen ouest du Vakinankartra.
DOI: 10.5517/ccp2ky7
title: CCDC 628089: Experimental Crystal Structure Determination

description: Related Article: T.I.Kuckmann, F.Dornhaus, M.Bolte, H.-W.Lerner, M.C.Holthausen, M.Wagner|2007|Eur.J.Inorg.Chem.|2007|1989|doi:10.1002/ejic.200601207
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3535/291-d72-fxz
title: Rumex conglomeratus Murray

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jd0-0xe-60j
title: Nepeta fissicalyx Rech. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.