cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31045156.v1
title: Raw data file for: Firefighter suicide risk, Meaning in life and burnout more predictive of high suicide risk in firefighters than secondary traumatic stress

description: Background: Meaning in life and burnout demonstrate strong relationships to suicidal behaviors in civilian populations. Conversely, these factors have received almost no research attention in first responder samples despite this population’s elevated rate of death by suicide. Aims: This study sought to fill the gap in the literature regarding possible relationship between meaning, burnout, and suicidality in a sample of first responders. Method: Voluntary participation in a web-based survey by members of fire departments in and around a large, urban city. Study hypothesis was tested using correlational and Descriptive Discriminate Analysis methods. Results: High risk for suicide correlated more strongly to meaning in life (r = -0.402, p &lt; 0.001) and burnout (r = 0.363, p &lt; 0.001) than trauma exposure (r = 0.346, p &lt; 0.001). Descriptive Discriminate Analysis supported using thwarted belongingness, meaning, and burnout as predictors of high suicide risk for suicide for firefighters. Conclusion: Our results support the inclusion of meaning and burnout into understanding elevated rates of first responder suicide. Clinicians are encouraged to include use of these for both assessing suicide risk, and also for treatment planning, when working with this at risk population.
DOI: 10.5281/zenodo.18215243
title: Sensitivity Analysis Dataset for Industry 4.0/5.0 Maturity Models (Ranks 251–500, WoS/Scopus)
DOI: 10.5281/zenodo.18215242
title: Sensitivity Analysis Dataset for Industry 4.0/5.0 Maturity Models (Ranks 251–500, WoS/Scopus)
DOI: 10.15468/dl.329bmk
title: Occurrence Download

description: A dataset containing 26368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-84.33866 3.78530,-65.61026 3.78530,-65.61026 11.27242,-84.33866 11.27242,-84.33866 3.78530))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudoplatystoma magdaleniatum"
 ]
}

 The dataset includes 26368 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003143-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18193320
title: Aymara-Spanish Parallel Corpus for Neural Machine Translation
title: Corpus paralelo aymara-español para traducción automática neuronal (enfoque de recursos limitados)

description: Abstract

This dataset provides a parallel corpus for the Aymara-Spanish language pair, designed to support research in Neural Machine Translation (NMT) for low-resource languages. The corpus contains aligned sentences.

Data Sources & Methodology

The data was collected via web scraping from publicly available religious texts (Bible) and digitized educational books. To respect copyright and ensure fair use for research:



The sentences have been shuffled randomly, preventing the reconstruction of the original narrative work.

The dataset is split into training, validation, and testing subsets.

This dataset is strictly for academic and non-commercial research purposes.


Contents



Aligned text files for Train, Validation, and Test splits.
DOI: 10.5281/zenodo.18193319
title: Aymara-Spanish Parallel Corpus for Neural Machine Translation
title: Corpus paralelo aymara-español para traducción automática neuronal (enfoque de recursos limitados)

description: Abstract

This dataset provides a parallel corpus for the Aymara-Spanish language pair, designed to support research in Neural Machine Translation (NMT) for low-resource languages. The corpus contains aligned sentences.

Data Sources & Methodology

The data was collected via web scraping from publicly available religious texts (Bible) and digitized educational books. To respect copyright and ensure fair use for research:



The sentences have been shuffled randomly, preventing the reconstruction of the original narrative work.

The dataset is split into training, validation, and testing subsets.

This dataset is strictly for academic and non-commercial research purposes.


Contents



Aligned text files for Train, Validation, and Test splits.
DOI: 10.15468/dl.pamztr
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-88.21918 0.51543,-60.78082 0.51543,-60.78082 11.48457,-88.21918 11.48457,-88.21918 0.51543))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ceroxylon sasaimae"
 ]
}

 The dataset includes 168 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003144-260108223611665/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/14466749
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xknkqe
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Astrotholus"
 ]
}

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003145-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jfbg4g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Elyleymus hirtiflorus, Elyleymus uclueletensis, Euchresta strigillosa, Lapsyoungia musashiensis, Leymotrix ajanensis, Malosorbus florentina, Nasturtium indicum javanum, Orchiaceras bivonae, Orchiaceras welwitschii, Orchidactyla kabyliensis)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003149-260108223611665/datasets/export for details.
DOI: 10.15468/dl.yutpux
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Cephalophrys integra, Cerapadus glandulifolia, Citrofortunella floridana, Citrofortunella madurensis, Citrofortunella microcarpa, Citrofortunella mitis, Citrofortunella swinglei, Dactylodenia comigera, Dactylogymnadenia comigera, Elyleymus aleuticus)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003147-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3wvg5
title: Occurrence Download

description: A dataset containing 24021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ovis canadensis"
 ]
}

 The dataset includes 24021 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003148-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmt472
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Agroelymus hirtiflorus, Agroelymus ontariensis, Armenoprunus dasycarpa, Aroniaria alpina, Asplenosorus ebenoides, Aztekonia hintonii, Bollwilleria auricularis, Bollwilleria bulbiformis, Bollwilleria malifolia, Carduogalactites ludoviciae)"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003146-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17831862
title: Eegle Data Examples

description: Folder Data_Examples to be downloaded as artifacts upon installation of julia Eegle.jl.

The folder contains example EEG data to be used in examples and tutorials.
DOI: 10.5281/zenodo.18215269
title: Eegle Data Examples

description: Folder Data_Examples to be downloaded as artifacts upon installation of julia Eegle.jl.

The folder contains example EEG data to be used in examples and tutorials.
DOI: 10.3886/e243399
title: Department of Nursing Sciences, University of Lagos, Idi-Araba 2026/2027 Admission Form is Out Call ☎️(08039478772) DR MERCY ☎️(+23408039478772), Midwifery Form, Post basic nursing form ,Post basic midwifery Form

description: Department of Nursing Sciences, University of Lagos, Idi-Araba 2026/2027 Admission Form is Out Call ☎️(08039478772) DR MERCY ☎️(+23408039478772), Midwifery Form, Post basic nursing form ,Post basic midwifery Form, Transfer form are all out Call on ☎️(08039478772) on how to purchase the form and register online, For Admission Process on how to be admitted and mode of payment of School Fee And Acceptances Fee Contact Office of the registrar on ☎️(+23408039478772) more Inquiry On AND ADMISSION ASSISTANCE CALL DR. MRS MERCY ON ☎️(08039478772)
DOI: 10.5281/zenodo.18174258
title: Data for: Printed origami thermoelectric generator achieves > 20 Wm-² from low-grade heat via material and process design

description: This dataset contains the data supporting the article “Printed origami thermoelectric generator achieves > 20 Wm-² from low-grade heat via material and process design”.

It includes:

Mechanical properties of n-type Ag2(Se1-xSx)1.05 films,

Temperature-dependent thermoelectric transport properties of n-type Ag2(Se1-xSx)1.05 films,

Performance of printed origami-TEGs.

The data are provided for reference and reproducibility purposes.
DOI: 10.5281/zenodo.18174257
title: Data for: Printed origami thermoelectric generator achieves > 20 Wm-² from low-grade heat via material and process design

description: This dataset contains the data supporting the article “Printed origami thermoelectric generator achieves > 20 Wm-² from low-grade heat via material and process design”.

It includes:

Mechanical properties of n-type Ag2(Se1-xSx)1.05 films,

Temperature-dependent thermoelectric transport properties of n-type Ag2(Se1-xSx)1.05 films,

Performance of printed origami-TEGs.

The data are provided for reference and reproducibility purposes.
DOI: 10.57745/chbjmg
title: REPET.sif

description: sif file
DOI: 10.57745/mst5ke
title: REPET.def

description: def file
DOI: 10.5281/zenodo.18215320
title: O'ZBEKISTONDA AYOLLARNING HUQUQIY MADANIYATINI OSHIRISHNING AMALIY-HUQUQIY ASOSLARI VA MAVJUD MUAMMOLARI

description: Mazkur maqolada O‘zbekistonda ayollarning huquqiy madaniyatini oshirish masalasi, uning huquqiy asoslari, amaliy mexanizmlari hamda ushbu sohada mavjud muammolar tahlil qilinadi. Shuningdek, ayollarning huquqiy ongini yuksaltirishda davlat siyosati, fuqarolik jamiyati institutlari va ta’lim tizimining o‘rni ilmiy asosda yoritiladi.
DOI: 10.5281/zenodo.18215319
title: O'ZBEKISTONDA AYOLLARNING HUQUQIY MADANIYATINI OSHIRISHNING AMALIY-HUQUQIY ASOSLARI VA MAVJUD MUAMMOLARI

description: Mazkur maqolada O‘zbekistonda ayollarning huquqiy madaniyatini oshirish masalasi, uning huquqiy asoslari, amaliy mexanizmlari hamda ushbu sohada mavjud muammolar tahlil qilinadi. Shuningdek, ayollarning huquqiy ongini yuksaltirishda davlat siyosati, fuqarolik jamiyati institutlari va ta’lim tizimining o‘rni ilmiy asosda yoritiladi.
DOI: 10.15468/dl.nuq8v5
title: Occurrence Download

description: A dataset containing 115893605 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (LC, NT)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 115893605 records from 11140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003136-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9fhcj
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Month is December",
 "RecordedBy is Blake Ross",
 "Year 2022-2023"
 ]
}

 The dataset includes 34 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253593-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7ab8h
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinotropis maravillasensis (Correll) J.R.Abbott"
 ]
}

 The dataset includes 31 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102390-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uuufk8
title: Occurrence Download

description: A dataset containing 1210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Romanzoffia sitchensis Bong."
 ]
}

 The dataset includes 1210 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0104544-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4b365
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium loxense Halfd.-Niels."
 ]
}

 The dataset includes 74 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253580-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btkq5v
title: Occurrence Download

description: A dataset containing 852966 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Empidonax hammondii (Xantus de Vesey, 1858), Empidonax traillii (Audubon, 1828))"
 ]
}

 The dataset includes 852966 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221746-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6z97z7
title: Occurrence Download

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

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263576-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqne3v
title: Occurrence Download

description: A dataset containing 7207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.15.16_2",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7207 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253597-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9tzkkv
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corydalis bulleyana Diels",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263577-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vakbq5
title: Occurrence Download

description: A dataset containing 894598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Empidonax minimus (W.M.Baird & S.F.Baird, 1843)"
 ]
}

 The dataset includes 894598 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0221749-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.59vc6n
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium loxense Halfd.-Niels."
 ]
}

 The dataset includes 74 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253635-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j75suj
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhinotropis acanthoclada (A.Gray) J.R.Abbott"
 ]
}

 The dataset includes 304 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0102370-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5k4sfx
title: Occurrence Download

description: A dataset containing 27468126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Fungi",
 "Year 1600-2023"
 ]
}

 The dataset includes 27468126 records from 2470 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0253599-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ee7zns
title: Occurrence Download

description: A dataset containing 954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arenaria balearica L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 954 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088598-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgyz8f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene heldreichii Boiss.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088599-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4gdggc
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene graeca Boiss. & Spruner)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 174 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088600-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9a4n48
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene fuscata Brot.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 569 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088601-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s97rkq
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cupressus duclouxiana Hickel"
 ]
}

 The dataset includes 513 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088602-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7n2umu
title: Occurrence Download

description: A dataset containing 1517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene tridentata Desf.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1517 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088603-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.caydg5
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drymaria gracilis subsp. carinata (Brandegee) Duke)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088604-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c5m6kn
title: Occurrence Download

description: A dataset containing 3403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Silene tatarica (L.) Pers.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3403 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0088606-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e206321
title: Patient-, Provider-, and Health Facility Dataset on Hypertension Management in Ghana

description: This dataset contains data on patients with hypertension recruited in Ghana, healthcare providers who manage patients with hypertension, and health facility indicators of facility readiness for hypertension management such as availability of basic equipment, medications, and laboratory consummables.
DOI: 10.3886/e206321v1
title: Patient-, Provider-, and Health Facility Dataset on Hypertension Management in Ghana

description: This dataset contains data on patients with hypertension recruited in Ghana, healthcare providers who manage patients with hypertension, and health facility indicators of facility readiness for hypertension management such as availability of basic equipment, medications, and laboratory consummables.
DOI: 10.48597/9gqp-58gc
title: Measurement of Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell
DOI: 10.48597/7z4e-f37z
title: Heavy metals at Harwell

description: Measurement of Heavy metals at Harwell