cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7w4cwp
title: Occurrence Download

description: A dataset containing 190291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "GadmLevel0Gid is NOR"
 ]
}

 The dataset includes 190291 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006924-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dm8bwz
title: Occurrence Download

description: A dataset containing 5429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.25.1_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 5429 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006931-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztqtzk
title: Occurrence Download

description: A dataset containing 3261725 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodophyta"
 ]
}

 The dataset includes 3261725 records from 1774 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006911-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v5zujv
title: Occurrence Download

description: A dataset containing 35748 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblyomma americanum"
 ]
}

 The dataset includes 35748 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031188-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2z37ke
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylodes sazimai"
 ]
}

 The dataset includes 129 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031193-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17037/data.00004774
title: Data for: Pilot randomized control trial (RCT) of a psychological intervention for alcohol misuse and mental health comorbidities (PM+A) in conflict-affected populations in Uganda (CHANGE)

description: The CHANGE pilot trial in Uganda assessed the feasibility and safety of implementing the PM+A intervention among male South Sudanese refugees living in Northern Uganda, and tested and refined procedures for recruitment and data collection prior to assessing effectiveness in a definitive Randomised Controlled Trial (RCT). This dataset includes information collected from 94 men living in northern Uganda, including data on screened participants (N=94) and baseline (N=66) and follow-up data (N=60) for participants included in the study. Follow-up data were collected 3 months post-baseline assessment. Variables collected include socio-demographics measures, alcohol use using the timeline follow back, AUDIT, and ASSIST tools; mental health using the Patient Health Questionnaire-9, Hopkins Symptoms Checklist, and Kessler-10 tools; functional disability using the World Health Organization (WHO) Disability Assessment Schedule; and WHO measure of perpetration of sexual violence.
description: Data collection forms developed using Open Data Kit (ODK) and administered to participants by research assistants. Data were exported to Stata 18 for analysis.
DOI: 10.15468/dl.79g4uj
title: Occurrence Download

description: A dataset containing 91163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((16.66812 27.24609,24.66072 26.72484,35.78087 26.46421,39.34279 35.41245,35.34649 41.23315,28.3964 44.10006,16.32062 46.96697,5.72173 48.09636,-0.7071 42.79692,-8.78658 43.92631,-8.52595 36.62871,-8.52595 32.11115,2.24669 29.15737,9.63116 30.02613,16.66812 27.24609))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tenebrionidae"
 ]
}

 The dataset includes 91163 records from 461 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031152-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10201086
title: D-PLACE dataset derived from Olson et al. 2001 'Terrestrial Ecoregions of the World'

description: Cite the source of the dataset as:




Olson, D. M., Dinerstein, E., Wikramanayake, E. D., Burgess, N. D., Powell, G. V. N., Underwood, E. C., D'Amico, J. A., Itoua, I., Strand, H. E., Morrison, J. C., Loucks, C. J., Allnutt, T. F., Ricketts, T. H., Kura, Y., Lamoreux, J. F., Wettengel, W. W., Hedao, P., Kassem, K. R. 2001. Terrestrial ecoregions of the world: a new map of life on Earth. Bioscience 51(11):933-938.
DOI: 10.5281/zenodo.17601927
title: D-PLACE dataset derived from Olson et al. 2001 'Terrestrial Ecoregions of the World'

description: Cite the source of the dataset as:




Olson, D. M., Dinerstein, E., Wikramanayake, E. D., Burgess, N. D., Powell, G. V. N., Underwood, E. C., D'Amico, J. A., Itoua, I., Strand, H. E., Morrison, J. C., Loucks, C. J., Allnutt, T. F., Ricketts, T. H., Kura, Y., Lamoreux, J. F., Wettengel, W. W., Hedao, P., Kassem, K. R. 2001. Terrestrial ecoregions of the world: a new map of life on Earth. Bioscience 51(11):933-938.
DOI: 10.34740/kaggle/dsv/13721211
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.25824/redu/fqfqbb
title: Roteiros de entrevistas e questionário aplicados com os atores que compõem a extensão pesqueira no sertão de Pernambuco

description: Os roteiros anexados foram empregados na pesquisa de doutorado intitulada “Extensão pesqueira no sertão pernambucano: conflitos e invisibilidades”, cujo objetivo consistiu em analisar as relações entre a Assistência Técnica e Extensão Pesqueira e a pesca artesanal no sertão pernambucano, evidenciando conflitos socioambientais, territorialidades e práticas de resistência e resiliência desenvolvidas por pescadores e pescadoras artesanais. O presente depósito contempla exclusivamente os roteiros de entrevistas e o questionário utilizados como instrumentos de coleta de dados. As entrevistas, bem como as respostas aos questionários, não foram disponibilizadas por conterem informações sensíveis e confidenciais sobre os/as participantes, em conformidade com a Resolução CNS nº 510/2016 e com a Lei nº 13.709/2018 (Lei Geral de Proteção de Dados Pessoais). O material disponibilizado possui caráter documental e metodológico, contribuindo para a transparência e a reprodutibilidade científica, sem comprometer a privacidade e o sigilo ético dos/as participantes da pesquisa.
DOI: 10.15468/dl.3msd8m
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylodes uai"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031197-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7914/qttk-s932
title: UIB-Heimaey

description: Temporary network of 5 broadband stations (Nanometrics Tirllium 120 PA seismometer and Taurus digitizer). Network is setup on Iceland in collaboration with the Icelandic Meteorological Office to record local seismicity. Heimaey was the location of a volcanic eruption in 1973, and today has low seismic activity. The purpose of the current installation is to improve detection and location capability.
DOI: 10.15468/dl.v5nwxu
title: Occurrence Download

description: A dataset containing 12608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Stryphnus fortis, Stelletta rhaphidiophora, Stelletta normani, Geodia hentscheli, Geodia phlegraei, Geodia parva, Geodia macandrewii, Geodia barretti, Geodia atlantica, Thenea)"
 ]
}

 The dataset includes 12608 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031196-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17026/ss/4zdurt
title: Schüller-NGT-SRT - Pilot study

description: Accompanying data to the pilot study, validating the initial version of the Schüller-NGT-SRT.
DOI: 10.15468/dl.jc87f4
title: Occurrence Download

description: A dataset containing 263469 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Sceloporus undulatus, Anolis sagrei, Anolis carolinensis)"
 ]
}

 The dataset includes 263469 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031175-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17466332
title: Traditional Chinese word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Traditional Chinese, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:





Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)




Window size: varying context windows (e.g., 2, 5, 10, …)




Each file corresponds to a unique configuration (dimension × window size). 



Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:





Manuscript: https://doi.org/10.5281/zenodo.17243812 




Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.5281/zenodo.17466331
title: Traditional Chinese word2vec embeddings trained on OpenSubtitles

description: This dataset contains the subs2vec embeddings for Traditional Chinese, as presented in https://zenodo.org/records/17243814. The embeddings were trained on large-scale subtitle corpora and represent semantic vector spaces derived from naturalistic language use in films and television from the OpenSubtitles 2018 datasets: https://opus.nlpl.eu/OpenSubtitles/corpus/version/OpenSubtitles. 

For this language, we provide all embedding variants explored in the study. Specifically, the dataset includes vectors generated under different combinations of:





Dimensionality: multiple vector sizes (e.g., 100, 200, 300, …)




Window size: varying context windows (e.g., 2, 5, 10, …)




Each file corresponds to a unique configuration (dimension × window size). 



Each file contains the vocabulary for that language (column 1) and then the embedding values (columns 2 through dimension size + 1). 

If you use this dataset, please cite:





Manuscript: https://doi.org/10.5281/zenodo.17243812 




Data: This Zenodo dataset (using the DOI provided here)
DOI: 10.6084/m9.figshare.30610700
title: Histopathological Insights into Placental Lesions in Normotensive, Hypertensive, and Preeclamptic Pregnancies, data set.

description: Hypertensive disorders of pregnancy are a major cause of adverse maternal and fetal outcomes, and placental lesions play an important role in their etiology. This study was conducted at Dow University of Helath Sciences. We studies the placenta microscopically. In this cross-sectional study, we collected 76 placentae from 23 normotensive, 24 gestational hypertensive, and 29 preeclamptic women upon delivery, and categorized placental lesions according to the Amsterdam criteria into maternal vascular malperfusion (MVM), fetal vascular malperfusion (FVM), acute inflammation, and villitis of unknown etiology (VUE). Poisson regression analysis demonstrated a significant difference in the categories of placental lesions and clinical types of pregnancies (p = 0.018, Chi square). The placental lesions of MVM: accelerated villous maturation, distal villous hypoplasia, villous infarction, decidual arteriopathy, and placental weight less than the tenth percentile, were more frequent in preeclampsia (IRR =4.4, 95% CI: 2.5–8.0, p&lt;.001) and gestational hypertension (IRR=2.5, 95% CI:1.3–4.8, p=0.005) compared to the normotensives. The placental lesions of FVM did not reveal any significant association. Acute inflammatory lesions showed a borderline association with preeclampsia (IRR=3.2, 95% CI:1.06–9.5, p=0.039). The maternal and fetal outcomes differed considerably across the types of pregnancies. Adverse maternal outcomes of eclampsia and ICU admissions, and fetal outcomes of low birth weights, NICU admission, and stillbirths, were more frequent in the preeclampsia group (p=0.002, Chi square). We therefore concluded that preeclampsia shwed a significant correlation with the placental lesions of MVM and adverse maternal and fetal outcomes.
DOI: 10.6084/m9.figshare.30610700.v1
title: Histopathological Insights into Placental Lesions in Normotensive, Hypertensive, and Preeclamptic Pregnancies, data set.

description: Hypertensive disorders of pregnancy are a major cause of adverse maternal and fetal outcomes, and placental lesions play an important role in their etiology. This study was conducted at Dow University of Helath Sciences. We studies the placenta microscopically. In this cross-sectional study, we collected 76 placentae from 23 normotensive, 24 gestational hypertensive, and 29 preeclamptic women upon delivery, and categorized placental lesions according to the Amsterdam criteria into maternal vascular malperfusion (MVM), fetal vascular malperfusion (FVM), acute inflammation, and villitis of unknown etiology (VUE). Poisson regression analysis demonstrated a significant difference in the categories of placental lesions and clinical types of pregnancies (p = 0.018, Chi square). The placental lesions of MVM: accelerated villous maturation, distal villous hypoplasia, villous infarction, decidual arteriopathy, and placental weight less than the tenth percentile, were more frequent in preeclampsia (IRR =4.4, 95% CI: 2.5–8.0, p&lt;.001) and gestational hypertension (IRR=2.5, 95% CI:1.3–4.8, p=0.005) compared to the normotensives. The placental lesions of FVM did not reveal any significant association. Acute inflammatory lesions showed a borderline association with preeclampsia (IRR=3.2, 95% CI:1.06–9.5, p=0.039). The maternal and fetal outcomes differed considerably across the types of pregnancies. Adverse maternal outcomes of eclampsia and ICU admissions, and fetal outcomes of low birth weights, NICU admission, and stillbirths, were more frequent in the preeclampsia group (p=0.002, Chi square). We therefore concluded that preeclampsia shwed a significant correlation with the placental lesions of MVM and adverse maternal and fetal outcomes.
DOI: 10.15468/dl.qye89u
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hylodes vanzolinii"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031200-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17495162
title: INTAQT – Fatty Acid Composition of Milk and Farming Practices

description: This dataset was generated within the INTAQT project funded by the European Unions’ Horizon 2020 research and innovation program under grant agreement No 101000250. 
description: This dataset contains fatty acid composition data of cow milk samples collected from dairy farms in five European countries during 2022–2023. Data were compiled and curated in Belgium – Ghent University. The dataset includes contextual identifiers, categorical features (e.g., season, production system, certification), numerical farming variables (e.g. concerning feeding, fertilization, herd structure, yields), milk composition covariates, and outcomes for separate fatty acids and major fatty acid groups. A raw version of the dataset is provided, with an accompanying README that contains the data dictionary.
DOI: 10.5281/zenodo.17495161
title: INTAQT – Fatty Acid Composition of Milk and Farming Practices

description: This dataset was generated within the INTAQT project funded by the European Unions’ Horizon 2020 research and innovation program under grant agreement No 101000250. 
description: This dataset contains fatty acid composition data of cow milk samples collected from dairy farms in five European countries during 2022–2023. Data were compiled and curated in Belgium – Ghent University. The dataset includes contextual identifiers, categorical features (e.g., season, production system, certification), numerical farming variables (e.g. concerning feeding, fertilization, herd structure, yields), milk composition covariates, and outcomes for separate fatty acids and major fatty acid groups. A raw version of the dataset is provided, with an accompanying README that contains the data dictionary.
DOI: 10.6084/m9.figshare.29532275
title: CBDC Adoption in India

description: The adoption of Central Bank Digital Currency (CBDC) in India, known as the Digital Rupee or e₹, marks a significant milestone in the country's financial modernisation efforts. Launched by the Reserve Bank of India (RBI), the Digital Rupee aims to offer a secure, sovereign-backed digital alternative to physical cash while enhancing the efficiency and transparency of monetary transactions. The CBDC pilot, which initially focused on wholesale and retail trials, has steadily gained traction, supported by major banks and an increasing number of users. Key features such as offline functionality, programmability for targeted subsidies, and integration with non-bank fintech platforms have enhanced its practical utility. The RBI is also exploring the use of CBDC for government payments and cross-border transactions, particularly for remittances. Although still at a relatively early stage compared to systems like UPI, the Digital Rupee has the potential to revolutionise India’s digital financial ecosystem by strengthening financial inclusion, reducing cash dependence, and promoting a more resilient and flexible monetary infrastructure.
DOI: 10.6084/m9.figshare.29532275.v1
title: CBDC Adoption in India

description: The adoption of Central Bank Digital Currency (CBDC) in India, known as the Digital Rupee or e₹, marks a significant milestone in the country's financial modernisation efforts. Launched by the Reserve Bank of India (RBI), the Digital Rupee aims to offer a secure, sovereign-backed digital alternative to physical cash while enhancing the efficiency and transparency of monetary transactions. The CBDC pilot, which initially focused on wholesale and retail trials, has steadily gained traction, supported by major banks and an increasing number of users. Key features such as offline functionality, programmability for targeted subsidies, and integration with non-bank fintech platforms have enhanced its practical utility. The RBI is also exploring the use of CBDC for government payments and cross-border transactions, particularly for remittances. Although still at a relatively early stage compared to systems like UPI, the Digital Rupee has the potential to revolutionise India’s digital financial ecosystem by strengthening financial inclusion, reducing cash dependence, and promoting a more resilient and flexible monetary infrastructure.
DOI: 10.15468/dl.a2ke7f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-99.3111 19.17667,-99.36082 19.00456,-99.45644 18.88217,-99.54059 18.73682,-99.51381 18.53029,-99.17341 18.3467,-99.07779 18.29315,-98.81388 18.46526,-98.66853 18.39259,-98.68001 18.72152,-98.62264 18.96249,-98.70678 19.0887,-98.8177 19.01221,-98.94774 19.1499,-99.16576 19.14608,-99.3111 19.17667))",
 "TaxonKey is Leopardus pardalis"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031201-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqneuw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (, , Phoebe birmanica, , , , , , )",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031202-251025141854904/datasets/export for details.
DOI: 10.15468/dl.avvnnk
title: Occurrence Download

description: A dataset containing 40611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatilla vernalis"
 ]
}

 The dataset includes 40611 records from 277 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031203-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5uynjq
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "DatasetKey is Pl@ntNet observations",
 "Geometry POLYGON((-48.57102 -1.53094,-47.97687 -1.53094,-47.97687 -1.15285,-48.57102 -1.15285,-48.57102 -1.53094))",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2023-2025"
 ]
}

 The dataset includes 33 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013735-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzh5sj
title: Occurrence Download

description: A dataset containing 1144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Occurrence evidence)",
 "Country is China",
 "TaxonKey is Eucommia ulmoides Oliv."
 ]
}

 The dataset includes 1144 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013733-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12741986
title: Network_Analysis_FABER
DOI: 10.5281/zenodo.12741987
title: Network_Analysis_FABER