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

description: A dataset containing 125897 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Desmognathus Baird, 1850)"
 ]
}

 The dataset includes 125897 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002035-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15188555
title: phase2, Hamiltonian data (Ruthenium complex NKP-1339), simulation results, benchmarks

description: Numerical data described in:

Marek Miller, Jakob Gunther, Freek Witteveen, Matthew S. Teynor, Mihael Erakovic, Markus Reiher, Gemma C. Solomon, and Matthias Christandl, phase2: Full-State Vector Simulation of Quantum Time Evolution at Scale, arXiv preprint, arXiv:2504.17881.

Please use the above reference for citation.
DOI: 10.5281/zenodo.15252093
title: Code and data supporting "Deciphering the urban fabric: a typological analysis of built form across 105 urban areas in the U.S. using representation learning"

description: This is code and data supporting research titled "Deciphering the urban fabric: a typological analysis of built form across 105 urban areas in the U.S. using representation learning".
DOI: 10.15468/dl.gexg5r
title: Occurrence Download

description: A dataset containing 541 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Baccharis paniculata DC."
 ]
}

 The dataset includes 541 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002038-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e231381
title: Replication data for: Trade Liberalization and Regional Dynamics

description: We study the evolution of trade liberalization's effects on Brazilian local labor markets. Regions facing larger tariff cuts experienced prolonged declines in formal sector employment and earnings relative to other regions. The impact of tariff changes on regional earnings 20 years after liberalization was three times the effect after 10 years. These increasing effects on regional earnings are inconsistent with conventional spatial equilibrium models, which predict declining effects due to spatial arbitrage. We investigate potential mechanisms, finding empirical support for a mechanism involving imperfect interregional labor mobility and dynamics in labor demand, driven by slow capital adjustment and agglomeration economies. This mechanism gradually amplifies the effects of liberalization, explaining the slow adjustment path of regional earnings and quantitatively accounting for the magnitude of the long-run effects.
DOI: 10.3886/e231381v1
title: Replication data for: Trade Liberalization and Regional Dynamics

description: We study the evolution of trade liberalization's effects on Brazilian local labor markets. Regions facing larger tariff cuts experienced prolonged declines in formal sector employment and earnings relative to other regions. The impact of tariff changes on regional earnings 20 years after liberalization was three times the effect after 10 years. These increasing effects on regional earnings are inconsistent with conventional spatial equilibrium models, which predict declining effects due to spatial arbitrage. We investigate potential mechanisms, finding empirical support for a mechanism involving imperfect interregional labor mobility and dynamics in labor demand, driven by slow capital adjustment and agglomeration economies. This mechanism gradually amplifies the effects of liberalization, explaining the slow adjustment path of regional earnings and quantitatively accounting for the magnitude of the long-run effects.
DOI: 10.6084/m9.figshare.28881806
title: Supplementary Material for Review - Policy Analysis Spreadsheet

description: Associated policy content analysis dataset and visualisations for article "Understanding the framing of urban policy at the intersection of smart city and urban innovation across Latin American cities: a policy content analysis"
DOI: 10.6084/m9.figshare.28881806.v2
title: Policy Analysis Spreadsheet.xlsx

description: Associated policy content analysis dataset and visualisations for article "Understanding the framing of urban policy at the intersection of smart city and urban innovation across Latin American cities: a policy content analysis"
DOI: 10.15468/dl.zd5wqm
title: Occurrence Download

description: A dataset containing 527793 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Cytisus Desf."
 ]
}

 The dataset includes 527793 records from 2550 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029997-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v992vq
title: Occurrence Download

description: A dataset listing the 3 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Susuacanga stigmatica (Chevrolat, 1835)"
 ]
}

 The dataset's 3 records were derived from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002640-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysn235
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zebrasoma xanthurum (Blyth, 1852)"
 ]
}

 The dataset includes 837 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002646-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e229961
title: Data from the study entitled "Cervical cancer: Riverside women’s knowledge in the Brazilian Amazon about preventive measures"

description: Objective: to analyze the knowledge of riverside women about preventive measures for cervical cancer and its influence on the adoption of these measures. Methods: This study used a descriptive, qualitative design, carried out with 20 riverside women at the Municipal Health Unit of Cotijuba Island, municipality of Belém, state of Pará, Brazil. Data were produced from April to July 2023, through individual interviews with a semi-structured script. A descriptive statistical analysis of sociodemographic data was performed. Subjective data were transcribed to compose a textual corpus, subjected to lexical processing and analysis with Interface de R pour les Analyses Multidimensionnelles de Textes et de Questionnaires, version 0.7, alpha 2. Results: Among the participants, the age ranged from 23 to 64 years, with the age group from 40 to 64 years prevailing (n = 11; 55%). After using the software, 262 text segments were identified, using 222 (84.73% of the corpus), generating six lexical classes, organized into three thematic axes. These axes demonstrate the perceptions, behaviors and access to information of riverside women regarding cervical cancer, as well as their knowledge about preventive measures, the human papillomavirus and its relationship with this type of cancer. Gaps were identified in women's knowledge about the disease, regarding the correct way to protect themselves to avoid cervical cancer. Conclusions: Particularities of thought and attitude were observed in the adoption of preventive measures, a context in which it was possible to reflect on how these aspects impacted or could impact women's daily lives, in order to strengthen or weaken their health.
DOI: 10.3886/e229961v1
title: Data from the study entitled "Cervical cancer: Riverside women’s knowledge in the Brazilian Amazon about preventive measures"

description: Objective: to analyze the knowledge of riverside women about preventive measures for cervical cancer and its influence on the adoption of these measures. Methods: This study used a descriptive, qualitative design, carried out with 20 riverside women at the Municipal Health Unit of Cotijuba Island, municipality of Belém, state of Pará, Brazil. Data were produced from April to July 2023, through individual interviews with a semi-structured script. A descriptive statistical analysis of sociodemographic data was performed. Subjective data were transcribed to compose a textual corpus, subjected to lexical processing and analysis with Interface de R pour les Analyses Multidimensionnelles de Textes et de Questionnaires, version 0.7, alpha 2. Results: Among the participants, the age ranged from 23 to 64 years, with the age group from 40 to 64 years prevailing (n = 11; 55%). After using the software, 262 text segments were identified, using 222 (84.73% of the corpus), generating six lexical classes, organized into three thematic axes. These axes demonstrate the perceptions, behaviors and access to information of riverside women regarding cervical cancer, as well as their knowledge about preventive measures, the human papillomavirus and its relationship with this type of cancer. Gaps were identified in women's knowledge about the disease, regarding the correct way to protect themselves to avoid cervical cancer. Conclusions: Particularities of thought and attitude were observed in the adoption of preventive measures, a context in which it was possible to reflect on how these aspects impacted or could impact women's daily lives, in order to strengthen or weaken their health.
DOI: 10.17617/3.fqaeov
title: EgoPW

description: Dataset for EgoPW
DOI: 10.15468/dl.sm8vp9
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Possible vectors associated to Oropouche virus transmission in Cuba, 2024"
 ]
}

 The dataset includes 205 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031413-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ent3dj
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031415-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e4kvqk
title: Occurrence Download

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

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031417-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehpj52
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Manayunkia caspica",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031416-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7en65v
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Auchenipterus osteomystax)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 115 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031418-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15128/r2hq37vn69j
title: Contact-induced molecular reorganization in E. coli model lipid membranes [dataset]

description: Chiefly research data in IBW format.
description: Biological membranes are complex, dynamic structures essential for cellular compartmentalization, signaling, and mechanical integrity. The molecular organization of eukaryotic membranes has been extensively studied, including the lipid raft-mediated lateral organization and the influence of the specific molecular interactions. Bacterial membranes were traditionally viewed as compositionally simpler and structurally uniform. Recent evidence, however, reveals that they possess significant lipid diversity and can form functional microdomains reminiscent of eukaryotic lipid rafts, despite lacking sterols and sphingolipids. Yet, the impact of unspecific physical contacts on the local molecular organization and evolution of the prokaryotic membranes remains poorly understood. Here we use a model lipid membrane mimicking the composition of Escherichia coli’s inner membrane to investigate the impact of contacting substrates on the membrane nanoscale evolution, when close to its transition temperature, Tm. As expected, the presence of a substrate lowers the Tm by ~10 °C and induces a differential leaflet transition. However, it also slows down the phase transition kinetics by almost 2 orders of magnitude while simultaneously enabling a spinodal-like lateral molecular reorganization. This creates local alterations of the phase of the membrane, with the emergence of mechanically stiffer, yet still fluid nanodomains evolving over substrate-dependent timescales, consistent with a substrate-biased lipid flip-flop mechanism. The results verify previous theoretical predictions and demonstrate that a general physical mechanism—driven by membrane-surface interactions—can spontaneously induce lipid domain formation in bacterial membranes. This is bound to have notable consequences for its function and mechanical role, including in processes like osmotic pressure regulation.
description: Atomic Force Microscopy, Differential Scanning Calorimetry
DOI: 10.34740/kaggle/dsv/12834871
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.vgywdq
title: Occurrence Download

description: A dataset listing the 174 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora of tanzania"
 ]
}

 The dataset's 174 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031408-250811113504898/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.29966149
title: Two example datasets of mobile phone records in Nanjing, China

description: This dataset contains two examples of processed mobile phone signaling data, derived from anonymized raw records. The files <i>Example_Data_01</i> and <i>Example_Data_02</i> correspond to February 5, 2023, and February 24, 2024, respectively, in Nanjing, Jiangsu Province, China. They include full-day mobility records of 88,554 and 87,575 users. The dataset can be used for research on human mobility, travel behavior, urban dynamics, and spatiotemporal data analysis.
DOI: 10.6084/m9.figshare.29966149.v2
title: Two example datasets of mobile phone records in Nanjing, China

description: This dataset contains two examples of processed mobile phone signaling data, derived from anonymized raw records. The files <i>Example_Data_01</i> and <i>Example_Data_02</i> correspond to February 5, 2023, and February 24, 2024, respectively, in Nanjing, Jiangsu Province, China. They include full-day mobility records of 88,554 and 87,575 users. The dataset can be used for research on human mobility, travel behavior, urban dynamics, and spatiotemporal data analysis.
DOI: 10.6084/m9.figshare.29966149.v1
title: Two example datasets of mobile phone records in Nanjing, China

description: This dataset contains two examples of processed mobile phone signaling data, derived from anonymized raw records. The files <i>Example_Data_01</i> and <i>Example_Data_02</i> correspond to February 5, 2023, and February 24, 2024, respectively, in Nanjing, Jiangsu Province, China. They include full-day mobility records of 88,554 and 87,575 users. The dataset can be used for research on human mobility, travel behavior, urban dynamics, and spatiotemporal data analysis.
DOI: 10.5281/zenodo.15853348
title: Dynamont: Segmentation of the ONT signal with Dynamic Programming and HMMs

description: Supplemental Datasets for Dynamont: Segmentation of the ONT signal with Dynamic Programming and HMMs

Contains RNA002 datasets from (10,000 randomly selected reads each):



H. sapiens

E. coli

SARS-CoV-2

IVT


Contains RNA004 datasets from (10,000 randomly selected reads each):



H. sapiens

S. cerevisiae

CEVd

IVT


Contains DNA R10.4.1 5kHz datasets from (10,000 randomly selected reads each):



H. sapiens

Zymo HMW

S. aureus

P. anserina


Some datasets derived from external sources and studies, links can be found below or in the publication of Dynamont.
DOI: 10.15468/dl.vjbw4g
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Desdemona ornata",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031419-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qyf6ne
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031420-250811113504898/datasets/export for details.
DOI: 10.15468/dl.m9a7dc
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031421-250811113504898/datasets/export for details.
DOI: 10.15468/dl.q3dcgv
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astyanax saltor)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 55 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031422-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bzc3me
title: Occurrence Download

description: A dataset containing 709 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 PRINTF('%04d-%02d-%02d', "year", "month", "day") yearmonthday,
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, PRINTF('%04d-%02d-%02d', "year", "month", "day"))) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, PRINTF('%04d-%02d-%02d', "year", "month", "day"))) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, PRINTF('%04d-%02d-%02d', "year", "month", "day"))) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, PRINTF('%04d-%02d-%02d', "year", "month", "day"))) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, PRINTF('%04d-%02d-%02d', "year", "month", "day"))) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, PRINTF('%04d-%02d-%02d', "year", "month", "day"))) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.datasetkey = '3b675090-f91c-11dd-af50-b8a03c50a862'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence."day" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 PRINTF('%04d-%02d-%02d', "year", "month", "day"),
 occurrence.countrycode

 The dataset's 709 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031412-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdwgqr
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031427-250811113504898/datasets/export for details.
DOI: 10.15468/dl.4q67nv
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031425-250811113504898/datasets/export for details.
DOI: 10.15468/dl.avstz7
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031426-250811113504898/datasets/export for details.