cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3nkdnp
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phyllomyias uropygialis",
 "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 95 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000941-260225131425191/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/14962176
title: List Benchmarks Kaggle
DOI: 10.15468/dl.a57hfa
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acacia allenii"
 ]
}

 The dataset includes 29 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000942-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/tbwj99
title: Trinity College Dublin Herbarium

description: Herbarium specimen data from the herbarium of Trinity College Dublin.
DOI: 10.15468/dl.6tkzhr
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 Ilisha africana"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000943-260225131425191/datasets/export for details.
DOI: 10.15468/dl.7xa4eg
title: Occurrence Download

description: A dataset containing 1012 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((-114.94042 36.32962,-115.40803 32.41064,-107.93005 30.91152,-108.39356 37.20319,-114.0654 37.81767,-114.94042 36.32962))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Heloderma suspectum",
 "Year 2020-2026"
 ]
}

 The dataset includes 1012 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000947-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3uuv75
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Hyloxalus subpunctatus [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Bogota, District Capital)"
 ]
 }
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000944-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yupf8h
title: Occurrence Download

description: A dataset containing 3890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-97.79967 17.4496,-97.52433 17.49978,-97.47821 17.86465,-97.56773 18.1427,-97.69076 18.29236,-98.01857 18.27352,-98.18895 18.02605,-98.24456 17.80768,-98.04246 17.47672,-97.79967 17.4496))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3890 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000945-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ded9tm
title: Occurrence Download

description: A dataset containing 9375 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phylloscartes ophthalmicus",
 "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 9375 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000946-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16615702
title: BLASE Reproducibility Scripts & Data

description: This dataset includes all scripts and data required to reproduce the results of BLASE.
DOI: 10.5281/zenodo.18762671
title: BLASE Reproducibility Scripts & Data

description: This dataset includes all scripts and data required to reproduce the results of BLASE.
DOI: 10.5281/zenodo.18777016
title: hypsolebias_flagellatus_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.18777015
title: hypsolebias_flagellatus_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.t7w5jj
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 Ilisha amazonica"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000948-260225131425191/datasets/export for details.
DOI: 10.15468/vbjcw1
title: EAFM - Herbário do Instituto Federal de Educação, Ciência e Tecnologia do Amazonas

description: Acervo iniciado em 2008 com ênfase em espécies da flora vascular amazônica. Além da fitodiversidade em geral, o Herbário EAFM tem grande interesse em amostras de plantas de interesse econômico. A prioridade é material fértil, mas material testumunho (voucher) vegetativo (estéril) originários de trabalhos sistematizados (e.g., estudos etnobotânicos e inventários florísticos) em boas condições, com dados de campo e, minimamente, identificados podem ser incorporados ao acervo, mediante contato prévio com a Curadoria e, eventuais contrapartidas em materiais de consumo ou outros. Atualmente, nosso acervo é composto aproximadamente 6000 exsicatas. É uma coleção relevante, pois trabalha majoritariamente com estudantes de nível médio (técnico), contribuindo para desmistificar a botânica e os herbários junto a um público jovem e a comunidade em geral (extensão).
DOI: 10.57761/aew2-qb17
title: [OpenSecrets data]

description: If you have questions or concerns, please contact Danielle Gensch at dgensch@stanford.edu.


description: Database containing state and local data from all 50 states (2000-2024) about contributions to candidates, political parties and ballot measure committees; candidate expenditures and independent spending; and names of registered lobbyists/clients and lobbying expenditures.
description: "Nearly all our data originates with an official government source, then we add value to it with additional processing and research. Congressional and presidential campaign finance data comes from the Federal Election Commission. Lobbying data comes from the Senate Office of Public Records. State-level campaign finance data comes from state agencies across the country. Information on 527 committees comes from the Internal Revenue Service. Travel and personal financial disclosures come from various information-collectors in Congress." -- OpenSecrets website



OpenSecrets provided the data to Stanford Libraries as comma-delimited text files, which we have uploaded to Data Farm (Redivis) for preview, extraction and analysis.



For more information about how the data was prepared for Redivis, please see [OpenSecrets GitLab](<https://code.stanford.edu/sul-cidr/opensecrets/>).


description: Codebook is currently being finalized by the vendor, and will be attached upon receipt.
DOI: 10.57783/gyfa-xc98
title: OpenAI API Billing - DEV
DOI: 10.15468/dl.rqjxjr
title: Occurrence Download

description: A dataset containing 1064083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer pseudoplatanus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1064083 records from 2641 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000868-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gv8cs
title: Occurrence Download

description: A dataset containing 13249 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cecropis hyperythra)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 13249 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085973-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2mjtgr59kz
title: Mechanosensitive localization of Diversin highlights its function in vertebrate morphogenesis and PCP

description: Raw data and quantification of the paper "Mechanosensitive localization of Diversin highlights its function in vertebrate morphogenesis and planar cell polarity".
DOI: 10.17632/2mjtgr59kz.2
title: Mechanosensitive localization of Diversin highlights its function in vertebrate morphogenesis and PCP

description: Raw data and quantification of the paper "Mechanosensitive localization of Diversin highlights its function in vertebrate morphogenesis and planar cell polarity".
DOI: 10.17632/mp8h69ybmm
title: Urban Cyclist Survey Responses in Loja, Ecuador (2025)

description: Research Hypothesis:
Urban cyclists’ self-reported behaviors and demographics influence—but do not fully explain—the accuracy of their risk perception relative to objective infrastructure risk. Behavioral patterns, route familiarity, and cycling experience interact in complex ways, sometimes leading to paradoxical outcomes.

Data Collection and Structure:
This dataset contains responses from 153 urban cyclists in Loja, Ecuador, gathered between April and August 2025 via an online questionnaire and field collection with tablets. A non-probabilistic, convenience sampling method was used through local cycling groups and in-person recruitment.

The survey included four sections:
-Demographics: Age, sex, cycling frequency, primary purpose of cycling, and years of experience.
-Cycling Behavior (CBQ): Scores for violations, errors, and combined risky behaviors, plus positive behaviors.
-Perceived Risk Assessments: Ratings of 12 road segment photographs (Low, Medium, High, Extreme, coded 1–4) and frequency of use for each site.
-Infrastructure Perception: General assessment of cycling infrastructure quality and prioritized safety improvements (e.g., driver education, physical separation, better signage).

Data Interpretation and Use:
The dataset supports analysis of the misalignment between subjective and objective risk and identification of cyclist profiles with high or low perception accuracy. Key findings include:
-Behavioral paradox: Frequent and experienced cyclists with high CBQ violation/error scores showed the poorest risk perception.
-Alertness effect: Low-frequency users were occasionally more accurate on medium-risk segments.
-Systematic misjudgment: High and extreme risks were underestimated, while low risks were overestimated.
-Infrastructure perceptions: Most participants rated the network as “Regular” or worse, prioritizing driver education and separated lanes for safety.

Limitations:
-Male-dominated sample (~84%), reflecting local cycling demographics but limiting generalizability.
-Static photographs cannot replicate the dynamic, multisensory nature of on-road cycling.
-Self-reported behaviors are subject to recall and social desirability biases.

This dataset is valuable for urban safety studies, behavioral analysis, and designing interventions to align cyclist perception with actual risk, complementing infrastructure-based risk assessments.
DOI: 10.17632/mp8h69ybmm.1
title: Urban Cyclist Survey Responses in Loja, Ecuador (2025)

description: Research Hypothesis:
Urban cyclists’ self-reported behaviors and demographics influence—but do not fully explain—the accuracy of their risk perception relative to objective infrastructure risk. Behavioral patterns, route familiarity, and cycling experience interact in complex ways, sometimes leading to paradoxical outcomes.

Data Collection and Structure:
This dataset contains responses from 153 urban cyclists in Loja, Ecuador, gathered between April and August 2025 via an online questionnaire and field collection with tablets. A non-probabilistic, convenience sampling method was used through local cycling groups and in-person recruitment.

The survey included four sections:
-Demographics: Age, sex, cycling frequency, primary purpose of cycling, and years of experience.
-Cycling Behavior (CBQ): Scores for violations, errors, and combined risky behaviors, plus positive behaviors.
-Perceived Risk Assessments: Ratings of 12 road segment photographs (Low, Medium, High, Extreme, coded 1–4) and frequency of use for each site.
-Infrastructure Perception: General assessment of cycling infrastructure quality and prioritized safety improvements (e.g., driver education, physical separation, better signage).

Data Interpretation and Use:
The dataset supports analysis of the misalignment between subjective and objective risk and identification of cyclist profiles with high or low perception accuracy. Key findings include:
-Behavioral paradox: Frequent and experienced cyclists with high CBQ violation/error scores showed the poorest risk perception.
-Alertness effect: Low-frequency users were occasionally more accurate on medium-risk segments.
-Systematic misjudgment: High and extreme risks were underestimated, while low risks were overestimated.
-Infrastructure perceptions: Most participants rated the network as “Regular” or worse, prioritizing driver education and separated lanes for safety.

Limitations:
-Male-dominated sample (~84%), reflecting local cycling demographics but limiting generalizability.
-Static photographs cannot replicate the dynamic, multisensory nature of on-road cycling.
-Self-reported behaviors are subject to recall and social desirability biases.

This dataset is valuable for urban safety studies, behavioral analysis, and designing interventions to align cyclist perception with actual risk, complementing infrastructure-based risk assessments.
DOI: 10.15468/dl.hdiutk
title: Occurrence Download

description: A dataset containing 24955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Felis silvestris Schreber, 1777"
 ]
}

 The dataset includes 24955 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013873-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ejl20g
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/0002433-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtsbrn
title: Occurrence Download

description: A dataset containing 1040 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cercopithecus mona (Schreber, 1775)"
 ]
}

 The dataset includes 1040 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013919-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.owthji
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/0002435-150330110031120/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.67nzqa
title: Occurrence Download

description: A dataset containing 879 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cavia porcellus (Linnaeus, 1758)"
 ]
}

 The dataset includes 879 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013925-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yftzub
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/0002435-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qmleiq
title: Occurrence Download

description: A dataset containing 2630 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bubalus bubalis (Linnaeus, 1758)"
 ]
}

 The dataset includes 2630 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013944-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msz5tv
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/0002438-150221044754056/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.br5z3d
title: Occurrence Download

description: A dataset containing 702 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Axis porcinus (Zimmermann, 1780)"
 ]
}

 The dataset includes 702 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013953-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mccrpc
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/0002437-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.strpqw
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/0002437-150504100648427/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ibjia
title: Occurrence Download

description: A dataset containing 833 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Axis axis (Erxleben, 1777)"
 ]
}

 The dataset includes 833 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013954-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xocnll
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/0002442-150316153013904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hqeiw
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/0002442-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfksrd
title: Occurrence Download

description: A dataset containing 14052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes aegypti (Linnaeus, 1762)",
 "Country is Mexico"
 ]
}

 The dataset includes 14052 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085769-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvltx6
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/0002442-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.