cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/midlrj
title: Replication Data for: The legacies of armed conflict: Insights from stayees and returning forced migrants

description: How does conflict, displacement, and return shape trust, reconciliation, and community engagement? And what is the relative impact of exposure to violence on these indicators? In this paper we explore these questions by focusing on the legacies of armed conflict and the differences between those who stayed in their communities of origin during the conflict (stayees) and those who were displaced internally and internationally and who returned home over time (returnees). The results, which rely on analysis of data we collected in Burundi, suggest that internal returnees have significantly lower levels of trust, reconciliation, and community engagement than stayees, whereas the differences between international returnees and stayees are mostly statistically insignificant. Greater exposure to violence has a more negative effect on reconciliation and community engagement for returnees compared to stayees, while the effects on trust are mixed.
DOI: 10.7910/dvn/uhcsof
title: Wright Casebook Edited; Docketed Case: 22,476
DOI: 10.7910/dvn/wewaok
title: PDB - 1ZTX : West Nile Virus Envelope Protein DIII in complex with neutralizing E16 antibody Fab, 313K, 40°C, 100 ns): RMSD, SASA, RMSF, Rg, H-bonds

description: PDB - 1ZTX : West Nile Virus Envelope Protein DIII in complex with neutralizing E16 antibody Fab, 313K, 40°C, 100 ns): RMSD, SASA, RMSF, Rg, H-bonds
DOI: 10.7910/dvn/gwd4ha
title: Replication Data for: Does Police Repression Spur Everyday Cooperation: Evidence from Urban India

description: Replication Data for: Does Police Repression Spur Everyday Cooperation: Evidence from Urban India
DOI: 10.15468/dl.6ae33n
title: Occurrence Download

description: A dataset containing 84292 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arundo donax"
 ]
}

 The dataset includes 84292 records from 987 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046750-251025141854904/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.30663476
title: Fuzzy clustering and dimensionality reduction of a three-way data matrix

description: A three-way three-mode data array X, where modes are units, variables, and occasions, is the data structure that can comprehensively and statistically analyze a collective phenomenon. When X has a large dimension, it is important to synthesize its information by identifying classes of similar occasions where units are described by a reduced set of LVs. In this paper, a simultaneous reduction of the occasions and variables of X is proposed. A fuzzy clustering of the occasions allows the identification of <i>K</i> clusters of multivariate data matrices that are within-cluster perceived similar. For each cluster, a consensus matrix with respect to the units is identified. Variables in the cluster are correlated and maintain their covariance structure that can be synthesized for each consensus matrix by applying a Second-Order Disjoint Factor Analysis. The proposal allows therefore to softly cluster occasions into <i>K</i> clusters and, for each consensus matrix, firstly identify a set of <i>Q</i> first-order factors and secondly identify a unique general factor, which can be considered as the most synthetic indicator summarizing the original <i>J</i> variables. The performance of the methodology is tested through a detailed simulation study. Finally, it is also applied to a real dataset, where its strength and usefulness are revealed.
DOI: 10.6084/m9.figshare.30663476.v1
title: Fuzzy clustering and dimensionality reduction of a three-way data matrix

description: A three-way three-mode data array X, where modes are units, variables, and occasions, is the data structure that can comprehensively and statistically analyze a collective phenomenon. When X has a large dimension, it is important to synthesize its information by identifying classes of similar occasions where units are described by a reduced set of LVs. In this paper, a simultaneous reduction of the occasions and variables of X is proposed. A fuzzy clustering of the occasions allows the identification of <i>K</i> clusters of multivariate data matrices that are within-cluster perceived similar. For each cluster, a consensus matrix with respect to the units is identified. Variables in the cluster are correlated and maintain their covariance structure that can be synthesized for each consensus matrix by applying a Second-Order Disjoint Factor Analysis. The proposal allows therefore to softly cluster occasions into <i>K</i> clusters and, for each consensus matrix, firstly identify a set of <i>Q</i> first-order factors and secondly identify a unique general factor, which can be considered as the most synthetic indicator summarizing the original <i>J</i> variables. The performance of the methodology is tested through a detailed simulation study. Finally, it is also applied to a real dataset, where its strength and usefulness are revealed.
DOI: 10.15468/dl.9ecgbh
title: Occurrence Download

description: A dataset containing 2306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is Bengal Tiger (Panthera tigris) Sighting based on Photographs from Facebook in India",
 "Year 2000-2025"
 ]
}

 The dataset includes 2306 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046779-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/niiuin
title: Enquête sur la population active, août 2022 [Canada]
title: Enquête sur la population active, août 2022
title: EPA août 2022
title: Labour Force Survey, August 2022 [Canada]

description: Ce fichier de microdonnées à grande diffusion renferme des données non agrégées associées à une vaste gamme de variables recueillies dans le cadre de l'Enquête sur la population active (EPA). L'EPA recueille des renseignements mensuels sur l'activité de la population canadienne en âge de travailler. Ce produit est destiné aux utilisateurs qui préfèrent réaliser leur propre analyse et qui s'intéressent à des sous-groupes particuliers de la population ou qui désirent effectuer des recoupements de variables ne faisant pas partie de nos produits catalogués. Le fichier renferme les caractéristiques personnelles de tous les membres du ménage et les caractéristiques détaillées de l'activité de tous les membres du ménage âgés de 15 ans et plus. Parmi les caractéristiques personnelles figurent l'âge, le sexe, l'état matrimonial, le niveau d'instruction et les caractéristiques de la famille. Les caractéristiques détaillées de l'activité comprennent des renseignements sur l'emploi, comme la catégorie de travailleurs, les heures habituellement et effectivement travaillées, le salaire horaire et hebdomadaire de l'employé, la branche d'activité associée à l'emploi actuel ou au dernier emploi, le secteur public ou privé, la couverture syndicale, les heures supplémentaires rémunérées et non rémunérées, la permanence de l'emploi, les heures de travail perdues, la durée de l'emploi, de même que les renseignements sur le chômage, comme la durée du chômage, les méthodes de recherche d'emploi et le genre de travail recherché. Les données sur les caractéristiques de l'activité des étudiants pendant l'année scolaire et pendant la période estivale, sur la fréquentation scolaire à temps plein ou à temps partiel ainsi que sur le type d'établissement sont également disponibles. Ces données et d'autres renseignements sont disponibles selon la province et pour les trois principales régions métropolitaines de recensement (Montréal, Toronto et Vancouver). Il s'agit d'un fichier mensuel, et les données disponibles remontent à 1976.
description: Enquête sur la population active
description: Migration from Nesstar
DOI: 10.15468/dl.wjfny2
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Seaverinia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046781-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy8put
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046782-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8t755
title: Occurrence Download

description: A dataset containing 491603 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Reynoutria japonica"
 ]
}

 The dataset includes 491603 records from 1843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046749-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtyvb2
title: Occurrence Download

description: A dataset containing 141454 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mahonia Nutt."
 ]
}

 The dataset includes 141454 records from 902 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012561-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgpscp
title: Occurrence Download

description: A dataset containing 59771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Micropterus dolomieu Lacepède, 1802"
 ]
}

 The dataset includes 59771 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012570-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p2m2zg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arborophila hyperythra",
 "Country is Chinese Taipei",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048756-250811113504898/datasets/export for details.
DOI: 10.71947/arim.jpmxp1224tt9003
title: 平面櫛歯型静電アクチュエータ（５０V駆動で１０μｍ変位）の浮遊電極によるプルイン現象
DOI: 10.71947/arim.jpmxp1224tt9004
title: 平面櫛歯型静電アクチュエータ（５０V駆動で１０μｍ変位）の周辺電位安定化と動作特性
DOI: 10.15468/dl.rp99nq
title: Occurrence Download

description: A dataset containing 339290 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Scirpus sylvaticus"
 ]
}

 The dataset includes 339290 records from 1172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048678-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hancgb
title: Occurrence Download

description: A dataset containing 2474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erythrina poeppigiana (Walp.) O.F.Cook",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 2474 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013391-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e118569
title: Two Computational Models for Analyzing Political Attention in Social Media

description: Using the Twitter Search API, we collected all tweets posted by official MC accounts (voting members only) during the 115th U.S. Congress which ran January 3, 2017 to January 3, 2019. We identified MCs' Twitter user names by combining the lists of MC social media accounts from the United States project (https://github.com/unitedstates/congress-legislators), George Washington Libraries (https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/UIVHQR), and the Sunlight Foundation (https://sunlightlabs.github.io/congress/index.html\#legislator-spreadsheet). <br><br>Throughout 2017 and 2018, we used the Twitter API to search for the user names in this composite list and retrieved the accounts' most recent tweets. Our final search occurred on January 3, 2019, shortly after the 115th U.S. Congress ended. In all, we collected 1,485,834 original tweets (i.e., we excluded retweets) from 524 accounts. The accounts differ from the total size of Congress because we included tweet data for MCs who resigned (e.g., Ryan Zinke) and those who joined off cycle (e.g., Rep. Conor Lamb); we were also unable to confirm accounts for every state and district.<br>Twitter prohibits us from sharing the full tweet text, and so we have included tweet IDs when possible.<br><br><br>
DOI: 10.3886/e118569v2-179261
title: Two Computational Models for Analyzing Political Attention in Social Media

description: Using the Twitter Search API, we collected all tweets posted by official MC accounts (voting members only) during the 115th U.S. Congress which ran January 3, 2017 to January 3, 2019. We identified MCs' Twitter user names by combining the lists of MC social media accounts from the United States project (https://github.com/unitedstates/congress-legislators), George Washington Libraries (https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/UIVHQR), and the Sunlight Foundation (https://sunlightlabs.github.io/congress/index.html\#legislator-spreadsheet). <br><br>Throughout 2017 and 2018, we used the Twitter API to search for the user names in this composite list and retrieved the accounts' most recent tweets. Our final search occurred on January 3, 2019, shortly after the 115th U.S. Congress ended. In all, we collected 1,485,834 original tweets (i.e., we excluded retweets) from 524 accounts. The accounts differ from the total size of Congress because we included tweet data for MCs who resigned (e.g., Ryan Zinke) and those who joined off cycle (e.g., Rep. Conor Lamb); we were also unable to confirm accounts for every state and district.<br>Twitter prohibits us from sharing the full tweet text, and so we have included tweet IDs when possible.<br><br><br>
DOI: 10.17615/mt2t-pq61
title: Youth Family Caregivers and the Geography of Childhood (NSF 1853260)

description: <p>This project examined the childhood geographies of youth caregivers under the age of 18 years old. Every day in the United States, more than 5.4 million youth caregivers support family members who have a chronic illness, disability, or other health issue that requires help, supervision or support. Youth caregivers often assume responsibilities such as cooking and cleaning. They may also support basic activities of daily living such as assisting in mobility, dressing, feeding, and administering medication. Like adult caregivers, youth caregivers encounter a diversity of social, cultural, and geographic or spatial impacts which vary according to the type and intensity of care they provide to a loved one. However, unlike adult caregivers, youth in the United States tend not to be recognized for the care that they provide. Furthermore, there are few public programs that provide support for their distinct needs. As pressure upon family caregivers intensifies in the U.S. with the aging of the population and projected shortages of paid care workers, young people are likely to play a larger role in providing support, comfort, and assistance to family members. <br /><br />The project focused on three key objectives: 1) to understand the relationship between youth caregiver recognition, identity and place based emotions; 2) to explore how youth caregiving impacts childhood perceptions of time, space, scale, and place; and, 3) to identify ways to better incorporate youth caregiving into future research and policies of family caregiving in the United States. The research took place with young people who receive support from the Caregiving Youth Project, a nonprofit organization that works with school districts to provide services to youth caregivers in Palm Beach County, Florida. Though the work is limited to one geographic area in the United States, the findings are relevant to understanding the experiences of family caregiving by this largely hidden population. The theories and methodologies developed in this research will provide new insights and approaches to research on childhood geographies.</p>
DOI: 10.5281/zenodo.18303937
title: Rhynchosia senna var. senna. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18303936
title: Rhynchosia senna var. senna. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.15468/dl.85haxq
title: Occurrence Download

description: A dataset containing 1247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Epilobium angustifolium, Epilobium angustifolium)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1247 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000336-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14708552
title: Identifying northwest boreal climate refugia to inform species/ecosystem conservation action in a changing landscape

description: "BootstrapMeanRasters": Mean climate-based landbird species distribution and abundance rasters (SAMs, n=46) for the Boreal and Taiga Cordilleras Representing: (1) SAMs for the current 1990-2020 climate normal; (2) SAMs for 9, 2070-2100 projected climate normals, and (3) refugia probability rasters. TIFF files.

"Current Core Range": Area (presence-absence) representing the modelled cumulative upper 75% of each species SAMs under the current 1990-2020 climate normal - all bootstraps (n=50 projections/species). RDS files: Import into R with readRDS(); convert to P/A raster using terra::rast().

"Future Core Range": Area (presence-absence) representing the projected core range of species' SAMs under 9, 2070-2100 projected climate normals - all bootstrap-scenarios (n=450 projections/species). RDS files: Import into R with readRDS(); convert to P/A raster using terra::rast().

"Current Elevation.csv": Predicted current mean elevation (m) for species' unweighted core range and abundance-weighted core range based on the 1990-2020 climate normal (n=50 estimates/species).  CSV file. 

"ElevationalChange.csv": Projected change in elevational distributions (meters) for unweighted core range and abundance-weighted, refugia-weighted-, and abundance- & refugia-weighted core range under 9, 2070-2100 projected climate normals (n=450 estimates/species).  CSV file. 

"Current_Population_Range.csv": Predicted species' current core range (km2), total abundance (summed density index) and core-range abundance (summed density index) based on the 1990-2020 climate normal (n=50 estimates/species).  CSV file. 

"Population_Range_Change.csv": Projected % change in: core range, total abundance, refugia-corrected total abundance, refugia-corrected core range under 9, 2070-2100 projected climate normals (n=450 estimates/species). CSV file.
DOI: 10.15468/dl.ezttzh
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cemolobus ipomoeae"
 ]
}

 The dataset includes 191 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000337-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.effvsn
title: Occurrence Download

description: A dataset containing 93768 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rana arvalis"
 ]
}

 The dataset includes 93768 records from 236 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000305-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35097/4fjtsjq3tzts4a8n
title: NRW school project 2010

description: On behalf of the State Chancellery of North Rhine-Westphalia, the Motor Test 1 (MT1) is used as an admission criterion for 5th grade at NRW sports schools under the leadership of the Research Center for Physical Education and Sports of Children and Young People. Since the 2007/08 school year, MT1 has been carried out at NRW sports schools (18 locations, 32 partner schools). The MT1 is equivalent to the German Motor Test. The goal at NRW sports schools is to create ideal conditions for students in grade 5 and above to get started in competitive sports. In grade 7, the MT1 is repeated along with four additional motor test tasks to assess the development of motor performance.
description: Querschnitt
description: Messung/Test
description: Zeitliches Forschungsdesign Querschnitt
description: Erhebungsverfahren Messung/Test
DOI: 10.15468/dl.4fv8hk
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dieunomia triangulifera"
 ]
}

 The dataset includes 383 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000339-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyhayz
title: Occurrence Download

description: A dataset containing 2936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Matelea"
 ]
}

 The dataset includes 2936 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000338-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.