cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.s6h4ze
title: Occurrence Download

description: A dataset containing 1033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-116.30528 31.10062,-105.56752 31.00349,-105.56752 39.12525,-116.10078 38.89719,-116.2109 35.48373,-116.30528 31.10062))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma suspectum",
 "Year 2020-2026"
 ]
}

 The dataset includes 1033 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000914-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4r8hu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.0879 19.34426,-99.08731 19.34426,-99.08731 19.34462,-99.0879 19.34462,-99.0879 19.34426))",
 "TaxonKey is Opuntia lasiacantha"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000919-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8s5rwt
title: Occurrence Download

description: A dataset containing 24204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Mantis religiosa"
 ]
}

 The dataset includes 24204 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000917-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sqd4fa
title: Occurrence Download

description: A dataset containing 21511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((130.00877 0.88791,129.02252 -2.44408,131.61162 -3.08205,132.2337 -6.10935,135.05236 -7.97719,137.9508 -9.0076,139.61189 -9.62539,143.63481 -9.61309,144.67023 -8.34105,147.40191 -11.22071,154.62902 -12.33703,156.77548 -4.78086,153.35385 -2.06659,148.05424 0.66463,136.56218 1.88143,132.1628 1.90203,130.00877 0.88791))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae"
 ]
}

 The dataset includes 21511 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000918-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pakken
title: Occurrence Download

description: A dataset containing 17500656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "StateProvince is Ohio",
 "TaxonKey is Aves",
 "Year 2020-2023"
 ]
}

 The dataset includes 17500656 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000851-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94z8tt
title: Occurrence Download

description: A dataset containing 105381 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Canadian Museum of Nature Bird Collection"
 ]
}

 The dataset includes 105381 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000884-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfg6af
title: Occurrence Download

description: A dataset containing 10763 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "OccurrenceStatus is Present",
 "TaxonKey is Psittacara erythrogenys",
 "Year 2000-2026"
 ]
}

 The dataset includes 10763 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000921-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f5ag8w
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Ethmidium maculatum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000920-260225131425191/datasets/export for details.
DOI: 10.15468/dl.hpexj2
title: Occurrence Download

description: A dataset containing 1025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-115.45525 30.9567,-106.03271 30.9567,-106.03271 39.30353,-110.99493 39.34213,-115.45525 39.30353,-115.45525 30.9567))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma suspectum",
 "Year 2020-2026"
 ]
}

 The dataset includes 1025 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000922-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/fdhvxc
title: FUEL-Algae - Coleção Ficológica do Herbário da Universidade Estadual de Londrina

description: A Coleção Ficológica do Herbário da Universidade Estadual de Londrina abriga cerca de 2.000 amostras perifíticas e fitoplanctônicas coletadas em diferentes municípios dos estados do Paraná, Mato Grosso do Sul, São Paulo e Alagoas, sendo este conjunto mais expressivo para os municípios ao longo da Bacia do Rio Tibagi. Essas amostras somam aproximadamente 7.050 registros de diferentes espécies de algas.
DOI: 10.15468/dl.mkx347
title: Occurrence Download

description: A dataset containing 1631 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-114.23657 31.28167,-107.83109 31.28167,-107.83109 31.87037,-107.83109 36.42565,-114.23657 36.42565,-114.23657 31.28167))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma suspectum",
 "Year 2000-2026"
 ]
}

 The dataset includes 1631 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000923-260225131425191/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/14962141
title: Berita UII
DOI: 10.15468/dl.y2c4f9
title: Occurrence Download

description: A dataset containing 434 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phlegopsis nigromaculata",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 434 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000924-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4pzw6
title: Occurrence Download

description: A dataset containing 4086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salamandra salamandra",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is 2024"
 ]
}

 The dataset includes 4086 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000927-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79dxn6
title: Occurrence Download

description: A dataset containing 12951 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Roadkill"
 ]
}

 The dataset includes 12951 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000926-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hrbeq
title: Occurrence Download

description: A dataset containing 1267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "OccurrenceStatus is Present",
 "TaxonKey is Agathis australis",
 "Year 2021-2026"
 ]
}

 The dataset includes 1267 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000928-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jpra6b
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Octopus rubescens"
 ]
}

 The dataset includes 65 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000930-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18762660
title: Replication data for: "Information Disclosure versus Structural Friction: Evaluating Regulatory Efficacy in the Presence of Composition Bias

description: Monthly panel dataset (144 observations, April 2013–December 2025) and Stata replication code for: "Information Disclosure versus Structural Friction: Evaluating Regulatory Efficacy in the Presence of Composition Bias." Contains equity derivatives notional turnover from SEBI Bulletin, CDSL individual active demat accounts, India VIX, and regime classification variables. All source data are publicly available. Replication code produces Tables II–VI (main text) and Tables VII–IX and Appendix A (supplementary).
DOI: 10.15468/dl.49z9yv
title: Occurrence Download

description: A dataset containing 379259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bucephala clangula",
 "DecimalLongitude is greater than or equal to -162",
 "DecimalLongitude is less than or equal to -121",
 "DecimalLatitude is greater than or equal to 44",
 "DecimalLatitude is less than or equal to 70",
 "HasCoordinate is true"
 ]
}

 The dataset includes 379259 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000854-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18762659
title: Replication data for: "Information Disclosure versus Structural Friction: Evaluating Regulatory Efficacy in the Presence of Composition Bias

description: Monthly panel dataset (144 observations, April 2013–December 2025) and Stata replication code for: "Information Disclosure versus Structural Friction: Evaluating Regulatory Efficacy in the Presence of Composition Bias." Contains equity derivatives notional turnover from SEBI Bulletin, CDSL individual active demat accounts, India VIX, and regime classification variables. All source data are publicly available. Replication code produces Tables II–VI (main text) and Tables VII–IX and Appendix A (supplementary).
DOI: 10.15468/dl.hkyvy6
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Ethmalosa fimbriata"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000931-260225131425191/datasets/export for details.
DOI: 10.34740/kaggle/dsv/14962156
title: Dataset jadwal event lariku.info
DOI: 10.5281/zenodo.18776755
title: Performance Assessment of Bus Reform Schemes for Sustainable Mobility in Lagos State; Lessons and Way Forward
title: Dataset
DOI: 10.5281/zenodo.18776756
title: Performance Assessment of Bus Reform Schemes for Sustainable Mobility in Lagos State; Lessons and Way Forward
title: Dataset
DOI: 10.15468/dl.vr5chc
title: Occurrence Download

description: A dataset containing 4002 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phoenicopterus ruber",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4002 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000932-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.10401.26723
title: MY SPEECH AT THE "Humor Against Authoritarianism" INTERNATIONAL CONFERENCE
DOI: 10.15468/dl.ed8fvp
title: Occurrence Download

description: A dataset containing 15 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Tenualosa reevesii"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000933-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j2vn2j
title: Occurrence Download

description: A dataset containing 460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllomyias nigrocapillus",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 460 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000934-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdj32c
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Vachellia allenii"
 ]
}

 The dataset includes 54 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000937-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/hxrell
title: IPA - Herbário - IPA Dárdano de Andrade Lima

description: O Herbário IPA - Dárdano de Andrade Lima, com 80 anos de existência, é a mais antiga e completa fonte de informação sobre a flora do Nordeste do Brasil, sendo uma referência mundial para as espécies do Bioma Caatinga. Possui um acervo de aproximadamente 91.000 exsicatas, contando com a maior coleção, do país, de plantas da caatinga, e uma das maiores em espécies de palmeiras do Brasil. Desse conjunto ainda faz parte um total de cerca de 200.000 duplicatas, utilizadas para estudos e intercâmbios. Entre as atividades desenvolvidas no Herbário IPA, destacam-se as pesquisas ligadas ao aproveitamento dos recursos naturais; o apoio às pesquisas desenvolvidas em todos os projetos da Empresa - IPA ligadas à agropecuária; registro dos estudos de floras de ecossistemas praticamente extintos, como as áreas inundadas por represas ou alteradas por ação antrópica; a preservação de material botânico oriundo de dissertações e teses realizadas no Brasil e mais especialmente os trabalhos realizados nas diversas Universidades de Pernambuco, e o apoio logístico à trabalhos científicos e de interesse popular, através de empréstimo ou doação de duplicatas. Em paralelo a essas atividades, disponibiliza sua infraestrutura como núcleo de formação de novos botânicos sistematas e de treinamento de especialistas. O público usuário do Herbário IPA pertence às mais diversas camadas da população, pelo fato de suas instalações estarem inseridas dentro de uma empresa que presta serviços à comunidade científica, e também a uma ampla faixa de produtores rurais. Não é, portanto incomum a procura de seus pesquisadores para identificar material botânico das diversas atividades agropecuárias. Entretanto, seu maior uso, é feito pela comunidade científica local e de outras regiões do Brasil e do Exterior.
DOI: 10.15468/dl.uztxv5
title: Occurrence Download

description: A dataset containing 928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salamandra salamandra",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2020",
 "Month is October"
 ]
}

 The dataset includes 928 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000939-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n4j59v
title: Occurrence Download

description: A dataset listing the 183181 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 183181 records were derived from 3297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000894-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f2cscjfmwk
title: CycleRAP Risk Assessment for Urban Cycling in Loja, Ecuador (2025)

description: Research Hypothesis:
The study hypothesized that urban cyclists in Loja, Ecuador, misalign their subjective risk perception with objectively assessed cycling infrastructure risk. The dataset was generated to quantify objective risk levels along the city’s cycling network and to support analyses of risk perception accuracy.
Data Collection and Structure:
The dataset contains georeferenced risk assessment data for 1,075 cycling network segments in Loja, evaluated using the CycleRAP methodology in 2025. Assessments were conducted at 10-meter intervals and include the following key variables:
• Segment ID – Unique identifier for each evaluated segment.
• Coordinates (Latitude/Longitude) – Location of segment midpoint.
• CycleRAP Risk Level – Categorical risk score (Low, Medium, High, Extreme).
• Traffic Volume and Speed Estimate – Derived from Google Traffic color codes and validated equations for flow-speed inference.
• Pedestrian Density Estimate – Based on land-use type (central/commercial, residential, industrial).
• Infrastructure Characteristics – Lane width, surface quality, slope, intersection presence, traffic separation, and lighting conditions.
How the Data Was Gathered:
• Traffic conditions were monitored using Google Traffic data and local validation counts.
• Pedestrian density was inferred from land-use patterns and in-field observations.
• Infrastructure features (width, slope, intersections) were measured in-field by trained civil engineering students using GPS-enabled mobile devices and documented according to the CycleRAP coding manual.
• All data were compiled and processed in ArcGIS to create a geospatial dataset.
Notable Findings:
Preliminary analysis revealed that:
• 50% of segments were classified as Medium risk, 45% as High risk, 3% as Extreme, and 2% as Low.
• High-risk zones were concentrated along mixed-traffic corridors, while extreme-risk sites were associated with high-speed vehicle interactions and poor cycling separation.
Data Interpretation and Use:
The dataset represents objective cycling infrastructure risk and can be used to:
• Map spatial risk distributions for urban planning.
• Evaluate the alignment between cyclist perception and infrastructure risk.
• Support interventions for cycling safety improvement in Latin American cities with emerging bike networks.
Researchers and policymakers should note that CycleRAP outputs are indicative, as risk scores depend on the accuracy of input data for traffic and pedestrian estimates.