cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29590835.v1
title: Prevalence and Risk Factors for Pre-diabetes and Undiagnosed Type 2 Diabetes Mellitus among Adults on Antiretroviral Therapy at Bwaila Hospital, Malawi.

description: data saved by data set BMC
DOI: 10.15468/dl.7wpeas
title: Occurrence Download

description: A dataset containing 37403570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-78.65834 6.79552,-77.49662 3.80759,-80.30411 1.68032,-75.56041 -1.32044,-71.688 -5.18587,-68.49326 -5.08945,-66.75068 12.42477,-73.33377 13.18,-78.65834 6.79552))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 37403570 records from 4479 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005592-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22008/fk2/iw73uu/ipsyvl
title: WEG_B_hour.nc

description: Uploaded with pyDataverse 2023-08-18 07:24
DOI: 10.22008/fk2/iw73uu/geu3rd
title: WEG_B_month.nc

description: Uploaded with pyDataverse 2023-08-18 07:24
DOI: 10.22008/fk2/iw73uu/u1hkuh
title: WEG_B_day.nc

description: Uploaded with pyDataverse 2023-08-18 07:24
DOI: 10.22008/fk2/iw73uu/jcttng
title: ZAK_Uv3_day.csv

description: Uploaded with pyDataverse 2023-08-18 07:24
DOI: 10.15468/dl.x5hbkc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Allium flavum)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024933-260208012135463/datasets/export for details.
DOI: 10.22008/fk2/iw73uu/0er2pz
title: ZAK_Uv3_hour.csv

description: Uploaded with pyDataverse 2023-08-18 07:24
DOI: 10.22008/fk2/iw73uu/ck99i2
title: ZAK_Uv3_month.csv

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/tduvuh
title: ZAK_Uv3_hour.nc

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/8eoszl
title: ZAK_Uv3_day.nc

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/yqnjfh
title: ZAK_Uv3_month.nc

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/a4jbxw
title: AWS_variables.csv

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/6axz8f
title: AWS_latest_locations.csv

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/do7bdh
title: AWS_metadata.csv

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/u4jshj
title: AWS_changelog.txt

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/c0l1b3
title: AWS_data_readme.pdf

description: Uploaded with pyDataverse 2023-08-18 07:25
DOI: 10.22008/fk2/iw73uu/dswuip
title: CEN1_hour.csv

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.22008/fk2/iw73uu/wg3trs
title: CEN1_day.csv

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.22008/fk2/iw73uu/4imtpy
title: CEN1_month.csv

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.22008/fk2/iw73uu/fazxta
title: CEN1_hour.nc

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.22008/fk2/iw73uu/4so1i6
title: CEN1_day.nc

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.22008/fk2/iw73uu/2xboq1
title: CEN1_month.nc

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.22008/fk2/iw73uu/pcadkv
title: CEN2_day.csv

description: Uploaded with pyDataverse 2023-10-01 00:20
DOI: 10.5281/zenodo.18670671
title: Microdados – Tabela 10138: Estudantes de 6 anos ou mais, por curso frequentado, grupos etários e existência de deficiência (Brasil)

description: Este conjunto de dados apresenta recortes da Tabela 10138, com informações sobre estudantes de 6 anos ou mais de idade no Brasil, organizados por curso frequentado, grupos etários e existência de deficiência.

Os dados foram extraídos do censo demográfico (IBGE, 2022) e tratados para fins de análise no âmbito de pesquisas sobre Educação Especial e Educação Inclusiva no ensino superior e na educação básica.

A organização dos dados visa subsidiar análises comparativas, permitindo a leitura proporcional dos grupos populacionais, considerando a distribuição de pessoas com deficiência e autismo na população.
DOI: 10.5281/zenodo.18670670
title: Microdados – Tabela 10138: Estudantes de 6 anos ou mais, por curso frequentado, grupos etários e existência de deficiência (Brasil)

description: Este conjunto de dados apresenta recortes da Tabela 10138, com informações sobre estudantes de 6 anos ou mais de idade no Brasil, organizados por curso frequentado, grupos etários e existência de deficiência.

Os dados foram extraídos do censo demográfico (IBGE, 2022) e tratados para fins de análise no âmbito de pesquisas sobre Educação Especial e Educação Inclusiva no ensino superior e na educação básica.

A organização dos dados visa subsidiar análises comparativas, permitindo a leitura proporcional dos grupos populacionais, considerando a distribuição de pessoas com deficiência e autismo na população.
DOI: 10.6084/m9.figshare.31354206.v1
title: A structured proactive penicillin allergy delabeling intervention in adult patients in three non-university hospitals

description: Over 90% of patients with penicillin allergy do not have a true penicillin allergy. This allergy label can lead to inappropriate antibiotic prescription, a higher risk of treatment failure and toxicity, and higher rates of infections with multidrug-resistant organisms. Penicillin allergy delabeling strategies are increasingly reported and should be included in antimicrobial stewardship programs. Development and phased implementation of a structured and proactive screening tool and decision algorithm for delabeling presumed penicillin allergy in the preoperative consultations of three non-university hospitals within the same locoregional network. Risk categorization was integrated into a user-friendly screening questionnaire, and streamlined actions were developed through interdisciplinary consensus. The questionnaire was implemented in two pilot phases, with adaptations through feedback from the users and other hospital networks working on penicillin allergy delabeling throughout Flanders. Among a total of 8.659 patients screened, 600 patients (6.93%) reported penicillin allergy, categorized as no risk, low, or high risk of penicillin allergy. 91 patients (15.17%) could be directly delabeled, and 33 patients (5.5%) were delabeled through patient file analysis or further testing. A screening tool for proactive detection of penicillin allergy was developed. This study demonstrates that a substantial proportion of patients with a presumed penicillin allergy can be delabeled non-medically by administering a structured questionnaire, offering a step up towards comprehensive allergologic questioning and patient file analysis, with eventual additional testing in selected patients. The screening tool needs to be validated in a prospective trial including definitive categorization.
DOI: 10.6084/m9.figshare.31354206
title: A structured proactive penicillin allergy delabeling intervention in adult patients in three non-university hospitals

description: Over 90% of patients with penicillin allergy do not have a true penicillin allergy. This allergy label can lead to inappropriate antibiotic prescription, a higher risk of treatment failure and toxicity, and higher rates of infections with multidrug-resistant organisms. Penicillin allergy delabeling strategies are increasingly reported and should be included in antimicrobial stewardship programs. Development and phased implementation of a structured and proactive screening tool and decision algorithm for delabeling presumed penicillin allergy in the preoperative consultations of three non-university hospitals within the same locoregional network. Risk categorization was integrated into a user-friendly screening questionnaire, and streamlined actions were developed through interdisciplinary consensus. The questionnaire was implemented in two pilot phases, with adaptations through feedback from the users and other hospital networks working on penicillin allergy delabeling throughout Flanders. Among a total of 8.659 patients screened, 600 patients (6.93%) reported penicillin allergy, categorized as no risk, low, or high risk of penicillin allergy. 91 patients (15.17%) could be directly delabeled, and 33 patients (5.5%) were delabeled through patient file analysis or further testing. A screening tool for proactive detection of penicillin allergy was developed. This study demonstrates that a substantial proportion of patients with a presumed penicillin allergy can be delabeled non-medically by administering a structured questionnaire, offering a step up towards comprehensive allergologic questioning and patient file analysis, with eventual additional testing in selected patients. The screening tool needs to be validated in a prospective trial including definitive categorization.
DOI: 10.15468/dl.aaw2q6
title: Occurrence Download

description: A dataset containing 13517 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus rhombicus"
 ]
}

 The dataset includes 13517 records from 162 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003901-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15126/surreydata.902014
title: Photo documentation of Alton Estate, Roehampton (2020)

description: This file contains photographs taken in the Alton Estate, London over 2020. The images were taken during my PhD practice project exploring the impact of a drawn-out regeneration scheme on the community.
DOI: 10.15468/dl.tfy6tr
title: Occurrence Download

description: A dataset containing 5378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Engina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5378 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003902-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mudemw
title: Occurrence Download

description: A dataset containing 9137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Goniastrea",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9137 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003903-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eg5xq3
title: Occurrence Download

description: A dataset containing 2362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus sericeus"
 ]
}

 The dataset includes 2362 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003904-260221153910048/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/14933146
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.11588/duerer.online.699c6861adfb5
title: Die "kleine Kreuzigung" (sog. "Degenknopf Kaiser Maximilians"), 195902
DOI: 10.15468/dl.2eaaby
title: Occurrence Download

description: A dataset containing 3361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus stigma"
 ]
}

 The dataset includes 3361 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003907-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnsw9n
title: Occurrence Download

description: A dataset containing 12714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus sparsus"
 ]
}

 The dataset includes 12714 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003905-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yjuvmu
title: Occurrence Download

description: A dataset containing 7915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herposiphonia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7915 records from 182 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003906-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71795/91r6-pk35
title: Digital Atlas of the Roman Empire
DOI: 10.5281/zenodo.18744005
title: Context and Length Effects in Portuguese Alternative Text Generation dataset

description: Context and Length Effects in Portuguese Alternative Text Generation

This repository contains the experimental materials and results from the study on automatic alternative text generation for images in Brazilian Portuguese using Multimodal Large Language Models (MLLMs).

Repository Structure

-  /htmls — HTML content of the news pages used for contextual extraction.-  /images — Images used in the experiment (one per page).-  descriptions — Descriptions generated by Gemini and GPT under all evaluated configurations.-  scores — Textual and visual similarity scores (BERTScore, CLIPScore, RefCLIPScore).

Experimental Setup

- 73 journalistic images collected from a Brazilian news portal.- Models evaluated:  - Gemini (gemini-2.5-flash-preview-05-20)  - GPT (gpt-o4-mini)- Configurations:  - With and without HTML context  - 15-word limit  - 25-word limit  - No word limit

Each image was evaluated under 12 configurations (2 models × 2 context conditions × 3 length settings).

Evaluation Metrics

- BERTScore — Semantic similarity with journalist-provided alt text  - CLIPScore — Text-image similarity  - RefCLIPScore — Hybrid similarity (text + image reference)All metrics were computed using CPU-based processing.
DOI: 10.15468/dl.rvzuz3
title: Occurrence Download

description: A dataset containing 95973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "IucnRedListCategory is one of (EN, VU, CR, EW)",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 95973 records from 319 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003773-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18744004
title: Context and Length Effects in Portuguese Alternative Text Generation dataset

description: Context and Length Effects in Portuguese Alternative Text Generation

This repository contains the experimental materials and results from the study on automatic alternative text generation for images in Brazilian Portuguese using Multimodal Large Language Models (MLLMs).

Repository Structure

-  /htmls — HTML content of the news pages used for contextual extraction.-  /images — Images used in the experiment (one per page).-  descriptions — Descriptions generated by Gemini and GPT under all evaluated configurations.-  scores — Textual and visual similarity scores (BERTScore, CLIPScore, RefCLIPScore).

Experimental Setup

- 73 journalistic images collected from a Brazilian news portal.- Models evaluated:  - Gemini (gemini-2.5-flash-preview-05-20)  - GPT (gpt-o4-mini)- Configurations:  - With and without HTML context  - 15-word limit  - 25-word limit  - No word limit

Each image was evaluated under 12 configurations (2 models × 2 context conditions × 3 length settings).

Evaluation Metrics

- BERTScore — Semantic similarity with journalist-provided alt text  - CLIPScore — Text-image similarity  - RefCLIPScore — Hybrid similarity (text + image reference)All metrics were computed using CPU-based processing.
DOI: 10.15468/dl.ydhscz
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((121.22836 40.55153,122.26774 40.55153,122.26774 41.439,121.22836 41.439,121.22836 40.55153))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chroicocephalus saundersi"
 ]
}

 The dataset includes 146 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003909-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18710/i8kk9v/ttjdau
title: 02_Datafile2_Esque_Enplan_Microdiachrony_Pragmatics.csv
DOI: 10.18710/i8kk9v/zseh4z
title: 01_Datafile1_Esque_Enplan_Indexicality.csv
DOI: 10.18710/i8kk9v/f8yktj
title: 00_ReadMe_Esque_Enplan.txt
DOI: 10.34740/kaggle/ds/8701758
title: Close-View-Flood-Dataset (CVFD)
DOI: 10.15468/dl.g3rjgf
title: Occurrence Download

description: A dataset containing 50212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pinus sylvestris",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is France",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2000"
 ]
}

 The dataset includes 50212 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003861-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/ubp2yc
title: Dados da pesquisa sobre a aplicação do lean manufacturing para otimização de uma célula de eixo

description: Este conjunto de dados são oriundos de uma pesquisa de mestrado focado na Aplicação do Lean Manufacturing para otimizar a usinagem de um eixo. Os dados serão relacionados sobre a parte técnica do inserto utilizado e os resultados obtidos através dos testes sejam eles do inserto como também as imagens das modificações de layout conquistadas através das ferramentas do Lean Manufacturing.
DOI: 10.5281/zenodo.18744324
title: European mistletoe shares a similar demographic strategy with non-parasitic plants

description: Data and code for "European mistletoe shares a similar demographic strategy with non-parasitic plants". 

host_metadata_raw.csv = raw host metadata, including tree species, individual ID, height

mistletoe_data_raw.csv = raw mistletoe demographic data, plus mistletoe height and extra observations

Mistletoe_Regressions_IPM.R = R script to perform vital rate regressions on mistletoe demographic data and construct an integral projection model. Requires host_metadata_raw.csv and mistletoe_data_raw.csv as input files.

Silwood_Mistletoe_PCA.R = R script to perform principal component analysis of life history traits from 501 plants, including using the life history traits extracted from the mistletoe IPM. Requires Mistletoe_Regressions_IPM.R to be run first.
DOI: 10.15468/dl.7k6th4
title: Occurrence Download

description: A dataset containing 1112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus subcentralis"
 ]
}

 The dataset includes 1112 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003910-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15373907
title: European mistletoe shares a similar demographic strategy with non-parasitic plants

description: Data and code for "European mistletoe shares a similar demographic strategy with non-parasitic plants". 

host_metadata_raw.csv = raw host metadata, including tree species, individual ID, height

mistletoe_data_raw.csv = raw mistletoe demographic data, plus mistletoe height and extra observations

Mistletoe_Regressions_IPM.R = R script to perform vital rate regressions on mistletoe demographic data and construct an integral projection model. Requires host_metadata_raw.csv and mistletoe_data_raw.csv as input files.

Silwood_Mistletoe_PCA.R = R script to perform principal component analysis of life history traits from 501 plants, including using the life history traits extracted from the mistletoe IPM. Requires Mistletoe_Regressions_IPM.R to be run first.
DOI: 10.15468/dl.crgtd9
title: Occurrence Download

description: A dataset containing 426 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Fragaria virginiana grayana"
 ]
}

 The dataset includes 426 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003911-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2fpcq
title: Occurrence Download

description: A dataset containing 9934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Samytha",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9934 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003914-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18744127
title: Dataset - Fostering Computational Thinking In Vocational Education: A Systematic Review Of Pedagogical Approaches And Technological Integrations
DOI: 10.5281/zenodo.18744128
title: Dataset - Fostering Computational Thinking In Vocational Education: A Systematic Review Of Pedagogical Approaches And Technological Integrations
DOI: 10.5281/zenodo.17825772
title: Dataset - Development and Validation of the Alpha Generation Learning Style Scale (ALSS) in Indonesian Vocational Education: A Second-Order Confirmatory Factor Analysis
DOI: 10.5281/zenodo.17825773
title: Dataset - Development and Validation of the Alpha Generation Learning Style Scale (ALSS) in Indonesian Vocational Education: A Second-Order Confirmatory Factor Analysis
DOI: 10.15468/dl.q5a8eh
title: Occurrence Download

description: A dataset containing 8140 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Limnephilus vittatus"
 ]
}

 The dataset includes 8140 records from 121 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003913-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/dspzyi
title: Replication Data for: Measured data

description: the data are extracted from microscopic videos including the properties of the detected objects like major axis length, minor axis length, circularity, rotation angle. the 2nd type of the csv file includes data of the flourscent signals from different videos. The third ttpe includes the data for anaysis of throughput