cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17830309
title: ARC-DVS Coastal Benchmark - Test split

description: Test split from the dataset presented in the paper "A Holistic Comparison of Performance and Efficiency between Von Neumann and Neuromorphic Computing in a Real-World Application"

This split is part of an aerial beach dataset that captured the dynamic activity of surfers, swimmers, and beach users from drone-mounted vision sensors. It offers synchronized data obtained through conventional frame-based and event-based cameras for multi-modal analysis of real-world coastal environments. 

Dataset structure





The split is organized into four top-level folders, one per beach.




Inside each beach folder there are three modality subfolders:





classic/ — frame images in PNG format




events/ — event-based images in PNG format




tensors/ — event-based tensors in PyTorch .pt format





Annotations





Each modality folder contains a labels_detection/ subfolder.




Within labels_detection/, ZIP files are provided; each ZIP contains an annotations.xml file (CVAT format) with the bounding boxes and class labels corresponding to its paired data file (.png or .pt).
DOI: 10.5281/zenodo.17830310
title: ARC-DVS Coastal Benchmark - Test split

description: Test split from the dataset presented in the paper "A Holistic Comparison of Performance and Efficiency between Von Neumann and Neuromorphic Computing in a Real-World Application"

This split is part of an aerial beach dataset that captured the dynamic activity of surfers, swimmers, and beach users from drone-mounted vision sensors. It offers synchronized data obtained through conventional frame-based and event-based cameras for multi-modal analysis of real-world coastal environments. 

Dataset structure





The split is organized into four top-level folders, one per beach.




Inside each beach folder there are three modality subfolders:





classic/ — frame images in PNG format




events/ — event-based images in PNG format




tensors/ — event-based tensors in PyTorch .pt format





Annotations





Each modality folder contains a labels_detection/ subfolder.




Within labels_detection/, ZIP files are provided; each ZIP contains an annotations.xml file (CVAT format) with the bounding boxes and class labels corresponding to its paired data file (.png or .pt).
DOI: 10.5281/zenodo.17896453
title: Four decades of spatiotemporal coastline evolution under island urbanization: Evidence from China's Zhoushan Archipelago
DOI: 10.5281/zenodo.17896454
title: Four decades of spatiotemporal coastline evolution under island urbanization: Evidence from China's Zhoushan Archipelago
DOI: 10.7910/dvn/fxijvp
title: Replication Data for: The Limits of Information Capacity: Evidence from the French Napoleonic Cadaster

description: The data and code generate all figures and tables shown in the paper
DOI: 10.5281/zenodo.17565301
title: Barriers and Facilitators in Secondary Stroke Prevention Among Older Adults: An International Systematic Review of Randomized Controlled Trials
DOI: 10.5281/zenodo.17553493
title: Barriers and Facilitators in Secondary Stroke Prevention Among Older Adults: An International Systematic Review of Randomized Controlled Trials
DOI: 10.2908/ilc_atsc01a
title: Enfants bénéficiant de services formels de garde d’enfants selon le niveau de difficulté à financer la garde d’enfants
title: Kinder, die formelle Kinderbetreuungsdienste in Anspruch nehmen, nach dem Ausmaß der Schwierigkeiten, Kinderbetreuung zu finanzieren
title: Children receiving formal childcare services by level of difficulty in affording childcare

description: Dieser Indikator misst den Anteil der Kinder, die formelle Kinderbetreuungsdienste in Anspruch nehmen, nach Alter des Kindes, Armutsrisikoschwelle und dem Ausmaß der Schwierigkeiten, die der Haushalt beim Bezahlen der Kosten formeller Kinderbetreuung hat. Zu den Kosten formeller Kinderbetreuungsdienste zählen in der Regel Teilnahmegebühren, Kosten für die Kantine sowie weitere Ausgaben, die für Kinder in formeller Betreuung anfallen.
description: This indicator measures the share of children receiving formal childcare by age of the child, at risk of poverty threshold and the level of difficulty experienced by the household in paying the costs of formal childcare services. The costs of formal childcare services usually include tuition fees, costs of a canteen and other costs that are expected for children participating in formal childcare services.
description: Cet indicateur mesure la part d’enfants bénéficiant de services formels de garde d’enfants selon l’âge de l’enfant, le seuil de risque de pauvreté et le niveau de difficulté rencontré par le ménage pour payer les coûts des services formels de garde. Les coûts des services formels de garde d’enfants comprennent généralement les frais de scolarité, les frais de cantine et d’autres dépenses liées à la participation des enfants à ces services.
DOI: 10.2908/ilc_atsc01
title: Enfants bénéficiant de services formels de garde d’enfants selon l’âge, le seuil de risque de pauvreté et le type de coût
title: Kinder, die formelle Kinderbetreuungsdienste in Anspruch nehmen, nach Alter, Armutsrisikoschwelle und Kostenart
title: Children receiving formal childcare services by age, risk of poverty threshold and type of cost

description: Dieser Indikator misst den Anteil der Kinder, die formelle Kinderbetreuungsdienste in Anspruch nehmen, nach Alter des Kindes, Armutsrisikoschwelle und Kostenart für formelle Kinderbetreuung. Zu den Kosten formeller Kinderbetreuungsdienste zählen in der Regel Teilnahmegebühren, Kosten für die Kantine sowie weitere Ausgaben, die für Kinder in formeller Betreuung anfallen. Die Kosten für formelle Kinderbetreuung können vollständig oder teilweise vom Haushalt getragen werden oder vollständig kostenlos bereitgestellt werden.
description: This indicator measures the share of children receiving formal childcare by age of the child, by at risk of poverty threshold and by type of cost of formal childcare services. The costs of formal childcare services usually include tuition fees, costs of a canteen and other costs that are expected for children participating in formal childcare services. The cost of formal childcare services could be fully or partially paid by the household, or provided completely free of charge.
description: Cet indicateur mesure la part d’enfants bénéficiant de services formels de garde d’enfants selon l’âge de l’enfant, le seuil de risque de pauvreté et le type de coût des services formels de garde. Les coûts des services formels de garde d’enfants comprennent généralement les frais de scolarité, les frais de cantine et d’autres dépenses liées à la participation des enfants à ces services. Le coût des services formels de garde d’enfants peut être entièrement ou partiellement à la charge du ménage, ou être offert gratuitement.
DOI: 10.2908/ilc_atsc02a
title: Besoins non satisfaits en services formels de garde d’enfants selon la raison principale, le risque de pauvreté ou d’exclusion sociale et l’âge
title: Unerfüllter Bedarf an formellen Kinderbetreuungsdiensten nach Hauptgrund, Armuts- oder Ausgrenzungsrisiko und Alter
title: Unmet needs for formal childcare services by main reason, risk of poverty or social exclusion and age

description: Dieser Indikator misst den Anteil der Haushalte mit Kindern, die einen ungedeckten Bedarf an formellen Kinderbetreuungsdiensten melden, nach Alter des Kindes, Risiko von Armut oder sozialer Ausgrenzung (AROPE) sowie dem Hauptgrund dafür, dass trotz bestehendem Bedarf keine (oder keine zusätzlichen) formellen Kinderbetreuungsdienste in Anspruch genommen werden.
description: This indicator measures the share of households with children who report unmet needs for formal childcare services, by age of the child, by risk of poverty or social exclusion (AROPE), and main reason for not receiving (more) formal childcare services despite needing it.
description: Cet indicateur mesure la part des ménages avec enfants déclarant des besoins non satisfaits en services formels de garde d’enfants, selon l’âge de l’enfant, le risque de pauvreté ou d’exclusion sociale (AROPE) et la raison principale pour laquelle le ménage ne reçoit pas (davantage de) services formels de garde malgré un besoin identifié.
DOI: 10.2908/ilc_atsc02
title: Besoins non satisfaits en services formels de garde d’enfants selon la raison principale, le risque de pauvreté ou d’exclusion sociale et la composition du ménage
title: Unerfüllter Bedarf an formellen Kinderbetreuungsdiensten nach Hauptgrund, Armuts- oder Ausgrenzungsrisiko und Haushaltszusammensetzung
title: Unmet needs for formal childcare services by main reason, risk of poverty or social exclusion and household composition

description: Dieser Indikator misst den Anteil der Haushalte mit Kindern, die einen ungedeckten Bedarf an formellen Kinderbetreuungsdiensten melden, nach Haushaltszusammensetzung, Risiko von Armut oder sozialer Ausgrenzung (AROPE) sowie dem Hauptgrund dafür, dass trotz bestehendem Bedarf keine (oder keine zusätzlichen) formellen Kinderbetreuungsdienste in Anspruch genommen werden.
description: This indicator measures the share of households with children who report unmet needs for formal childcare services, by household composition and by risk of poverty or social exclusion (AROPE), and main reason for not receiving (more) formal childcare services despite needing it.
description: Cet indicateur mesure la part des ménages avec enfants déclarant des besoins non satisfaits en services formels de garde d’enfants, selon la composition du ménage, le risque de pauvreté ou d’exclusion sociale (AROPE) et la raison principale pour laquelle le ménage ne reçoit pas (davantage de) services formels de garde malgré un besoin identifié.
DOI: 10.15468/dl.us3br4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((104.175 -1.771821, 104.104703 -1.777386, 104.036136 -1.793946, 103.970986 -1.821092, 103.910856 -1.858157, 103.857225 -1.904229, 103.811414 -1.958173, 103.774552 -2.018662, 103.747545 -2.084208, 103.731061 -2.153197, 103.725506 -2.223931, 103.731019 -2.294668, 103.747465 -2.363667, 103.774441 -2.429228, 103.811284 -2.489736, 103.857088 -2.543701, 103.910725 -2.589794, 103.970875 -2.626877, 104.036056 -2.654038, 104.104661 -2.670608, 104.175 -2.676176, 104.245339 -2.670608, 104.313944 -2.654038, 104.379125 -2.626877, 104.439275 -2.589794, 104.492912 -2.543701, 104.538716 -2.489736, 104.575559 -2.429228, 104.602535 -2.363667, 104.618981 -2.294668, 104.624494 -2.223931, 104.618939 -2.153197, 104.602455 -2.084208, 104.575448 -2.018662, 104.538586 -1.958173, 104.492775 -1.904229, 104.439144 -1.858157, 104.379014 -1.821092, 104.313864 -1.793946, 104.245297 -1.777386, 104.175 -1.771821))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046842-251120083545085/datasets/export for details.
DOI: 10.17044/scilifelab.29939984
title: Data related to "Optimization of the genetic code expansion technology for intracellular labelling and single-molecule tracking of proteins in genomically re-coded <i>E. coli</i>" by Ilievski et al.

description: This repository contains data related to the publication: "Optimization of the genetic code expansion technology for intracellular labelling and single-molecule tracking of proteins in genomically re-coded <i>E. coli</i>" by Ilievski et al.The study includes optimizations of genetic code expansion technology for bio-orthogonal click-labeling of proteins inside living E. coli cells.A detailed list of files and file organizations can be found in the readme file
DOI: 10.17044/scilifelab.29939984.v1
title: Data related to "Optimization of the genetic code expansion technology for intracellular labelling and single-molecule tracking of proteins in genomically re-coded <i>E. coli</i>" by Ilievski et al.

description: This repository contains data related to the publication: "Optimization of the genetic code expansion technology for intracellular labelling and single-molecule tracking of proteins in genomically re-coded <i>E. coli</i>" by Ilievski et al.The study includes optimizations of genetic code expansion technology for bio-orthogonal click-labeling of proteins inside living E. coli cells.A detailed list of files and file organizations can be found in the readme file
DOI: 10.15468/dl.bg24n6
title: Occurrence Download

description: A dataset containing 302946 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Geothlypis tolmiei)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 302946 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046820-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25666/dataubfc-2020-11-12
title: Stone crushing and plant community diversity in dry calcareous grasslands (old Franche-Comté region, eastern France)
title: Casse-cailloux et diversité végétale des pelouses sèches en Franche-Comté

description: 30 floristic relevés realized in 2019 in dry calcareous grassland sites (in areas disturbed by stone crushing and non-disturbed areas) as well as the description of the studied dry calcareous grasslands.
description: 30 relevés de végétation réalisés en 2019 dans des pelouses travaillées au casse-cailloux (dans des zones non perturbées et des zones perturbées) ainsi que la description des caractéristiques des pelouses étudiées.
description: Audience: University: master, Research
description: UpdatePeriodicity: as needed
description: Project: Thèse de doctorat de Corentin Nicod, Contrat doctoral Ministère de l'Enseignement Supérieur, de la Recherche et de l'Innovation (MESRI) (Ministry)
description: Label: ZAAJ (Zone Atelier Arc Jurassien)
description: Observational data: phytosociological relevés realized using the seven degree of the Braun-Blanquet dominance scale (r, +, 1, 2, 3, 4, 5)
description: Données d'observation: relevés phytosociologiques réalisés en utilisant l'échelle de dominance de Braun-Blanquet (r, +, 1, 2, 3, 4, 5)
DOI: 10.5281/zenodo.17897779
title: PM2.5 Exposure Assessment and Health Impact Analysis for School Environments in Tashkent, Uzbekistan

description: This dataset contains 4,892 PM2.5 measurements from OpenAQ monitoring station 4902926 in Tashkent, Uzbekistan, spanning January 2022 to June 2023. 

The data supports research on air quality impacts on educational institutions and school-aged children's respiratory health. Key findings include:
- Annual mean PM2.5: 56.3 µg/m³ (5.6× WHO guideline)
- 1,450 attributable respiratory cases per 50,000 exposed children
- Winter concentrations 3.9× higher than summer

Contents:
1. openaq_location_4902926_measurments.csv - Raw PM2.5 measurements
2. analysis_report.py - Main analysis script
3. process_air_quality.py - Data processing utilities
4. DATA_CODEBOOK.md - Variable documentation
5. README.md - Full methodology documentation

Associated manuscript submitted to npj Urban Sustainability.
description: Data source: OpenAQ platform (https://openaq.org), Station ID 4902926. Original data is public domain (CC0).
DOI: 10.34740/kaggle/dsv/14107795
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.grqh2h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"within","geometry":"POLYGON ((121.564 -1.771821, 121.493703 -1.777386, 121.425136 -1.793946, 121.359986 -1.821092, 121.299856 -1.858157, 121.246225 -1.904229, 121.200414 -1.958173, 121.163552 -2.018662, 121.136545 -2.084208, 121.120061 -2.153197, 121.114506 -2.223931, 121.120019 -2.294668, 121.136465 -2.363667, 121.163441 -2.429228, 121.200284 -2.489736, 121.246088 -2.543701, 121.299725 -2.589794, 121.359875 -2.626877, 121.425056 -2.654038, 121.493661 -2.670608, 121.564 -2.676176, 121.634339 -2.670608, 121.702944 -2.654038, 121.768125 -2.626877, 121.828275 -2.589794, 121.881912 -2.543701, 121.927716 -2.489736, 121.964559 -2.429228, 121.991535 -2.363667, 122.007981 -2.294668, 122.013494 -2.223931, 122.007939 -2.153197, 121.991455 -2.084208, 121.964448 -2.018662, 121.927586 -1.958173, 121.881775 -1.904229, 121.828144 -1.858157, 121.768014 -1.821092, 121.702864 -1.793946, 121.634297 -1.777386, 121.564 -1.771821))"},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046843-251120083545085/datasets/export for details.
DOI: 10.15468/dl.jpbenu
title: Occurrence Download

description: A dataset containing 5418179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinaceae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5418179 records from 4184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046814-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bd65mu
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tachigali spathulipetala L.F.Gomes da Silva, L.J.T.Cardoso, D.B.O.S.Cardoso & H.C.Lim"
 ]
}

 The dataset includes 36 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001681-240425142415019/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bhmdh
title: Occurrence Download

description: A dataset containing 1061 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ajuga yesoensis Maxim. ex Franch. & Sav."
 ]
}

 The dataset includes 1061 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007031-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xbmbau
title: Occurrence Download

description: A dataset containing 16897707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 16897707 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043036-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242712
title: The voice of missions (2009 November?)

description: [description english/roman)] The voice of missions (2009 November?). Church of God in Christ missions magazine. Published by the Missions Department of the Church of God in Christ.
DOI: 10.15468/dl.2ssuu6
title: Occurrence Download

description: A dataset containing 1175 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, USGS PWRC - Bird Phenology Program, Xeno-canto - Bird sounds from around the world, NEON breeding landbird point counts, NatureServe Network Species Occurrence Data, Observation.org, Nature data from around the World, naturgucker, Borror Lab of Bioacoustics (BLB), Ohio State University, Flora (vascular) y fauna (aves) de los Parques Nacionales del estado de Baja California: Constitución de 1857 y Sierra San Pedro Mártir (Aves))",
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnorhinus cyanocephalus Wied-Neuwied, 1841"
 ]
}

 The dataset includes 1175 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143117-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-243304
title: The international outlook (1964 October, November, December)

description: [description english/roman)] The international outlook (1964 October, November, December). Official organ of the Church of God in Christ Home & Foreign Mission Department.
DOI: 10.15468/dl.vh7knc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Denticetopsis iwokrama Vari, Ferraris & de Pinna, 2005"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077744-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.27k2hs
title: Occurrence Download

description: A dataset containing 80750 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "GadmLevel0Gid is NOR"
 ]
}

 The dataset includes 80750 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029991-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-242724
title: Divine digest, vol. 1, no. 1 (2006 September-December)

description: [description english/roman)] Divine digest, vol. 1, no. 1 (2006 September-December).
DOI: 10.15468/dl.aerya7
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Sphaerodactylus armstrongi Noble, 1933",
 "Year 1981-2022"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0123138-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-244116
title: The whole truth [magazine], 2005 October-December

description: [description english/roman)] The whole truth [magazine], 2005 October-December. The official magazine of the Church of God in Christ. Quarterly.