cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bzv96u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nepeta heliotropifolia Lam.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154909-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d23zu9
title: Occurrence Download

description: A dataset containing 729 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium mixtum Lapeyr. ex Froel.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 729 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0300139-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ad8d3r
title: Occurrence Download

description: A dataset containing 10323 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sedum atratum L.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10323 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0259888-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9369sf
title: Occurrence Download

description: A dataset containing 105821 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypericum tetrapterum Fr.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 105821 records from 424 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0258114-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw2jzp
title: Occurrence Download

description: A dataset containing 1410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1410 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025553-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qba9eg
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025555-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.29614910
title: Used proteins

description: This is raw data used in https://www.biorxiv.org/content/10.1101/2025.04.10.648284v1
DOI: 10.6084/m9.figshare.29614910.v1
title: Used proteins

description: This is raw data used in https://www.biorxiv.org/content/10.1101/2025.04.10.648284v1
DOI: 10.15468/dl.fcue7m
title: Occurrence Download

description: A dataset containing 30111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Juglans nigra"
 ]
}

 The dataset includes 30111 records from 450 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025552-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.65es7w
title: Occurrence Download

description: A dataset containing 1309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Asia",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Macroglossus minimus",
 "Year 1000-2025"
 ]
}

 The dataset includes 1309 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025556-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ewngfd
title: Occurrence Download

description: A dataset containing 416 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berberis montana"
 ]
}

 The dataset includes 416 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025557-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vsnhyg
title: Occurrence Download

description: A dataset containing 1292 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium triquetrum",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1292 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025559-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycp7ah
title: Occurrence Download

description: A dataset containing 278 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Allium triquetrum",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 278 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025560-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5pqaz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycladus orientalis",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025562-250717081556266/datasets/export for details.
DOI: 10.5281/zenodo.16279879
title: Dataset de Acidentes com Ciclistas nas Capitais Brasileiras (2018–2024)

description: Este estudo apresenta a criação de um dataset público e integrado sobre acidentes com ciclistas nas capitais brasileiras entre 2018 e 2024, com o objetivo de suprir lacunas de dados fragmentados e subnotificados. A metodologia envolveu coleta de informações de fontes oficiais (RENAEST, PRF e IBGE), pré-processamento com padronização e deduplicação, integração geoespacial e enriquecimento com variáveis contextuais, como condições climáticas e características da infraestrutura viária. O resultado é uma base estruturada, composta por 27.498 registros e 12 atributos, apta para análises espaciais, temporais e preditivas. As análises exploratórias indicaram que capitais de médio e grande porte concentram a maior parte dos acidentes, com jovens adultos sendo o grupo mais afetado, e confirmaram a importância das ciclovias na redução da letalidade. O dataset, disponibilizado em formato aberto na plataforma Zenodo, é acompanhado de documentação técnica completa, favorecendo sua reprodutibilidade e uso em estudos acadêmicos e formulação de políticas públicas de mobilidade segura.
description: This article presents the development of a public, standardized, and integrated dataset on cyclist accidents in Brazilian capitals between 2018 and 2024, aiming to address gaps in the availability and quality of road safety data. The study is based on the need to overcome the fragmentation and underreporting commonly found in official databases, which hinder robust analyses and the formulation of active mobility policies. The methodology was structured into five stages: data collection from official sources (RENAEST, PRF, and IBGE), preprocessing with attribute normalization, geospatial integration, enrichment with contextual variables, and export with complete documentation. The final dataset consolidated 27,498 records with 12 attributes, covering information on date, location, victim profile, type and severity of accidents, weather conditions, and road characteristics. Exploratory analyses revealed that capitals such as Goiânia, Curitiba and Brasília  concentrate the highest absolute numbers of accidents, while smaller cities present proportionally higher risks. Young adults aged 18 to 24 were the most affected, and most fatalities occurred on roads without dedicated cycle paths, highlighting the importance of cycling infrastructure in reducing fatality rates. The dataset is available on the Zenodo platform and provides valuable support for academic studies, predictive analyses, and the formulation of public policies for safe and sustainable mobility.
DOI: 10.5281/zenodo.16279880
title: Dataset de Acidentes com Ciclistas nas Capitais Brasileiras (2018–2024)

description: Este estudo apresenta a criação de um dataset público e integrado sobre acidentes com ciclistas nas capitais brasileiras entre 2018 e 2024, com o objetivo de suprir lacunas de dados fragmentados e subnotificados. A metodologia envolveu coleta de informações de fontes oficiais (RENAEST, PRF e IBGE), pré-processamento com padronização e deduplicação, integração geoespacial e enriquecimento com variáveis contextuais, como condições climáticas e características da infraestrutura viária. O resultado é uma base estruturada, composta por 27.498 registros e 12 atributos, apta para análises espaciais, temporais e preditivas. As análises exploratórias indicaram que capitais de médio e grande porte concentram a maior parte dos acidentes, com jovens adultos sendo o grupo mais afetado, e confirmaram a importância das ciclovias na redução da letalidade. O dataset, disponibilizado em formato aberto na plataforma Zenodo, é acompanhado de documentação técnica completa, favorecendo sua reprodutibilidade e uso em estudos acadêmicos e formulação de políticas públicas de mobilidade segura.
description: This article presents the development of a public, standardized, and integrated dataset on cyclist accidents in Brazilian capitals between 2018 and 2024, aiming to address gaps in the availability and quality of road safety data. The study is based on the need to overcome the fragmentation and underreporting commonly found in official databases, which hinder robust analyses and the formulation of active mobility policies. The methodology was structured into five stages: data collection from official sources (RENAEST, PRF, and IBGE), preprocessing with attribute normalization, geospatial integration, enrichment with contextual variables, and export with complete documentation. The final dataset consolidated 27,498 records with 12 attributes, covering information on date, location, victim profile, type and severity of accidents, weather conditions, and road characteristics. Exploratory analyses revealed that capitals such as Goiânia, Curitiba and Brasília  concentrate the highest absolute numbers of accidents, while smaller cities present proportionally higher risks. Young adults aged 18 to 24 were the most affected, and most fatalities occurred on roads without dedicated cycle paths, highlighting the importance of cycling infrastructure in reducing fatality rates. The dataset is available on the Zenodo platform and provides valuable support for academic studies, predictive analyses, and the formulation of public policies for safe and sustainable mobility.
DOI: 10.15468/dl.nnzm82
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025561-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34c7z2
title: Occurrence Download

description: A dataset containing 120223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oryctolagus cuniculus",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 120223 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025538-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.32hs2e
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is Jamaica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025563-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97ys7q
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material citation, Specimen)",
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Chrysocoris stollii",
 "Year 1970-2025"
 ]
}

 The dataset includes 238 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025564-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9t2b7w
title: Occurrence Download

description: A dataset containing 2663 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berzelia lanuginosa"
 ]
}

 The dataset includes 2663 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025565-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tr5y3q
title: Occurrence Download

description: A dataset containing 1118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Berzelia abrotanoides"
 ]
}

 The dataset includes 1118 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025566-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqmr9e
title: Occurrence Download

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

 The dataset includes 16 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025569-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16272539
title: Scripts for "Quantifying the seasonal dynamics of a transitional ice cliff-pond system on a debris-covered glacier"

description: This dataset includes the Python scripts used in the study for generating ice cliff point clouds, along with all required input data such as sample photos, camera positions, and control point parameters, etc, enabling users to reconstruct target ice cliff point clouds from the provided imagery. It also contains the Python scripts for subsequent ICP registration of point clouds, which utilize designated registration zones and reference UAV-generated point clouds to produce accurately aligned final point cloud outputs.
DOI: 10.5281/zenodo.16272541
title: Scripts for "Quantifying the seasonal dynamics of a transitional ice cliff-pond system on a debris-covered glacier"

description: This dataset includes the Python scripts used in the study for generating ice cliff point clouds, along with all required input data such as sample photos, camera positions, and control point parameters, etc, enabling users to reconstruct target ice cliff point clouds from the provided imagery. It also contains the Python scripts for subsequent ICP registration of point clouds, which utilize designated registration zones and reference UAV-generated point clouds to produce accurately aligned final point cloud outputs.
DOI: 10.15468/dl.qd2zae
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus drepanophyllus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025570-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5b5gfb
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is Peru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025572-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5arc4r
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycladus orientalis",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025573-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj7bvf
title: Occurrence Download

description: A dataset containing 813 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beta corolliflora"
 ]
}

 The dataset includes 813 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025574-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xmn7r
title: Occurrence Download

description: A dataset containing 1948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equus asinus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1948 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025577-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8327tc
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equus asinus",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 71 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025575-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5npbb
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Melanoides tuberculata",
 "Country is Trinidad and Tobago",
 "HasCoordinate is true"
 ]
}

 The dataset includes 69 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025576-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c82kcf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asparagus umbellatus",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025579-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8tzkz9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Equus asinus",
 "Country is Bahamas",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025578-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16299037
title: Tr 1
DOI: 10.5281/zenodo.16299038
title: Tr 1
DOI: 10.15468/dl.wku4d2
title: Occurrence Download

description: A dataset containing 2009 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 (Dicrurus macrocercus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 2009 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025580-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5r5vd
title: Occurrence Download

description: A dataset containing 390 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platycladus orientalis",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 390 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025583-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvqjuk
title: Occurrence Download

description: A dataset containing 1872 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Beta trigyna"
 ]
}

 The dataset includes 1872 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025581-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.