cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/9cgtknfwpp
title: Dados Orçamento Mulher do Rio de Janeiro

description: Este repositório reúne os dados utilizadas no artigo “Onde está a mulher no orçamento? Uma iniciativa de orçamento sensível a gênero na cidade do Rio de Janeiro”, de Laura Muniz de Pádua. Os dados contemplam informações sobre programas, ações e indicadores voltados às mulheres no orçamento municipal do Rio de Janeiro, no período de 2010 a 2024, sistematizados a partir de documentos oficiais (PPAs, LOAs, RREOs, Prestações de Contas e Portal Contas Rio).

A estrutura está organizada em diferentes planilhas (abas), que incluem:

PPA 2010–2013 | PPA 2014–2017 | PPA 2018–2021 | PPA 2022–2025: Extração e sistematização dos programas e ações vinculados ao OM/MRJ em cada ciclo de planejamento.

Orçamento Mulher_2014–24 | Orçamento Mulher_2014–24_Deflac: Consolidação das informações de execução, por programa e por ação, em valores correntes e valores deflacionados (IPCA/2024).

Indicadores por Programa: Indicadores dos PPAs associados aos programas selecionados, incluindo índice de referência, índice esperado e índice atingido anualmente.

Regionalização de metas físicas | Regionalização_%: Metas físicas discriminadas por Áreas de Planejamento (APs) e sua distribuição proporcional.

Programa Específicos | Ass. Soc. e Garant. Direitos | Educação | Saúde | Composição do gasto: Análise por agrupamento temático

Despesa total: Dados de referência para cálculo do esforço orçamentário relativo ao OM/MRJ.
DOI: 10.17632/9cgtknfwpp.1
title: Dados Orçamento Mulher do Rio de Janeiro

description: Este repositório reúne os dados utilizadas no artigo “Onde está a mulher no orçamento? Uma iniciativa de orçamento sensível a gênero na cidade do Rio de Janeiro”, de Laura Muniz de Pádua. Os dados contemplam informações sobre programas, ações e indicadores voltados às mulheres no orçamento municipal do Rio de Janeiro, no período de 2010 a 2024, sistematizados a partir de documentos oficiais (PPAs, LOAs, RREOs, Prestações de Contas e Portal Contas Rio).

A estrutura está organizada em diferentes planilhas (abas), que incluem:

PPA 2010–2013 | PPA 2014–2017 | PPA 2018–2021 | PPA 2022–2025: Extração e sistematização dos programas e ações vinculados ao OM/MRJ em cada ciclo de planejamento.

Orçamento Mulher_2014–24 | Orçamento Mulher_2014–24_Deflac: Consolidação das informações de execução, por programa e por ação, em valores correntes e valores deflacionados (IPCA/2024).

Indicadores por Programa: Indicadores dos PPAs associados aos programas selecionados, incluindo índice de referência, índice esperado e índice atingido anualmente.

Regionalização de metas físicas | Regionalização_%: Metas físicas discriminadas por Áreas de Planejamento (APs) e sua distribuição proporcional.

Programa Específicos | Ass. Soc. e Garant. Direitos | Educação | Saúde | Composição do gasto: Análise por agrupamento temático

Despesa total: Dados de referência para cálculo do esforço orçamentário relativo ao OM/MRJ.
DOI: 10.17632/sphsp6srd2
title: Teleconnection between North Pacific Intermediate Water and the Atlantic Meridional Overturning Circulation: Deglacial deep water redox variability in the Okinawa Trough

description: Data for: Teleconnection between North Pacific Intermediate Water and the Atlantic Meridional Overturning Circulation: Deglacial deep water redox variability in the Okinawa Trough
This dataset contains the Molybdenum isotope, elements concentrations , and δ13C, TOC compositions of Core OKT-3 sediments in the Okinawa Trough
DOI: 10.17632/sphsp6srd2.1
title: Teleconnection between North Pacific Intermediate Water and the Atlantic Meridional Overturning Circulation: Deglacial deep water redox variability in the Okinawa Trough

description: Data for: Teleconnection between North Pacific Intermediate Water and the Atlantic Meridional Overturning Circulation: Deglacial deep water redox variability in the Okinawa Trough
This dataset contains the Molybdenum isotope, elements concentrations , and δ13C, TOC compositions of Core OKT-3 sediments in the Okinawa Trough
DOI: 10.17632/svxvw2sybp
title: 5S, TPM and Andon Pathway to Social Sustainability in Manufacturing Industry

description: The data for the article “5S, TPM and Andon Pathway to Social Sustainability in Manufacturing Industry” are reported, including:
1. The database used in XLS to be opened in Excel and SPSS extension.
2. Descriptive data for latent variables.
3. The structural equation model used.
4. The outputs of the structural equation model in Excel and TXT extension.
DOI: 10.17632/svxvw2sybp.1
title: 5S, TPM and Andon Pathway to Social Sustainability in Manufacturing Industry

description: The data for the article “5S, TPM and Andon Pathway to Social Sustainability in Manufacturing Industry” are reported, including:
1. The database used in XLS to be opened in Excel and SPSS extension.
2. Descriptive data for latent variables.
3. The structural equation model used.
4. The outputs of the structural equation model in Excel and TXT extension.
DOI: 10.17632/8z96bsx2pm
title: HPLC-ESI-MS characterization of phytochemicals in Serghina extract

description: HPLC analysis of serghina (2024) extract was performed on Thermo Fisher Scientific Dionex Ultimate 3000 HPLC System, equipped with the Ultimate 3000 RS Variable Wavelength UV DAD. DAD was performed in-line in UV–VIS spectra in the range of 200 to 800 nm. An Acclaim Polar Advantage column (5µm - C18 - 250 mm x 4.6 mm) was used at 30°C. 
Data acquisition was performed by Thermo Fisher Scientific Xcalibur software (version 3.1).
DOI: 10.17632/8z96bsx2pm.5
title: HPLC-ESI-MS characterization of phytochemicals in Serghina extract

description: HPLC analysis of serghina (2024) extract was performed on Thermo Fisher Scientific Dionex Ultimate 3000 HPLC System, equipped with the Ultimate 3000 RS Variable Wavelength UV DAD. DAD was performed in-line in UV–VIS spectra in the range of 200 to 800 nm. An Acclaim Polar Advantage column (5µm - C18 - 250 mm x 4.6 mm) was used at 30°C. 
Data acquisition was performed by Thermo Fisher Scientific Xcalibur software (version 3.1).
DOI: 10.17632/fm3jtpss4d
title: Climate Policy Uncertainity and Indian Sectoral Indices

description: This dataset contains daily and monthly data used to examine the impact of Climate Policy Uncertainty (CPU) on sectoral stock market volatility in India between January 2007 and June 2025. It includes daily returns from five NIFTY sectoral indices—Auto, IT, Energy, Bank, and FMCG—sourced from the National Stock Exchange of India. The explanatory variable is the CPU Index developed by Gavriilidis (2021), combined with four monthly macroeconomic control variables: the Geopolitical Risk (GPR) Index (Caldara & Iacoviello, 2022), gold prices (World Gold Council), Brent crude oil prices (U.S. Energy Information Administration), and the India VIX (NSE). The dataset is provided in Excel (.xlsx) format, with separate columns for sectoral returns, the CPU Index, and control variables.
DOI: 10.17632/fm3jtpss4d.1
title: Climate Policy Uncertainity and Indian Sectoral Indices

description: This dataset contains daily and monthly data used to examine the impact of Climate Policy Uncertainty (CPU) on sectoral stock market volatility in India between January 2007 and June 2025. It includes daily returns from five NIFTY sectoral indices—Auto, IT, Energy, Bank, and FMCG—sourced from the National Stock Exchange of India. The explanatory variable is the CPU Index developed by Gavriilidis (2021), combined with four monthly macroeconomic control variables: the Geopolitical Risk (GPR) Index (Caldara & Iacoviello, 2022), gold prices (World Gold Council), Brent crude oil prices (U.S. Energy Information Administration), and the India VIX (NSE). The dataset is provided in Excel (.xlsx) format, with separate columns for sectoral returns, the CPU Index, and control variables.
DOI: 10.17632/3nsj33zkrm
title: Resveratrol improves meat quality and promotes intramuscular fat deposition of finishing steers through activation of the PPAR signaling pathway

description: The results showed that RES significantly increased the final body weight and average daily gain of steers (P &lt; 0.05). Moreover, it significantly increased the live weight before slaughter and carcass weight while reducing subcutaneous backfat thickness (P &lt; 0.05). Additionally, RES significantly increased the IMF content in the Longissimus thoracis et lumborum (LTL) muscle and reduced drip loss, cooking loss and shear force (P &lt; 0.05). Notably, 400 mg/kg RES supplementation significantly decreased adipose triglyceride lipase and hormone-sensitive lipase activities of LTL muscle and acetyl-CoA carboxylase activity was enhanced in all RES-treated groups (P &lt; 0.05).
DOI: 10.17632/3nsj33zkrm.1
title: Resveratrol improves meat quality and promotes intramuscular fat deposition of finishing steers through activation of the PPAR signaling pathway

description: The results showed that RES significantly increased the final body weight and average daily gain of steers (P &lt; 0.05). Moreover, it significantly increased the live weight before slaughter and carcass weight while reducing subcutaneous backfat thickness (P &lt; 0.05). Additionally, RES significantly increased the IMF content in the Longissimus thoracis et lumborum (LTL) muscle and reduced drip loss, cooking loss and shear force (P &lt; 0.05). Notably, 400 mg/kg RES supplementation significantly decreased adipose triglyceride lipase and hormone-sensitive lipase activities of LTL muscle and acetyl-CoA carboxylase activity was enhanced in all RES-treated groups (P &lt; 0.05).
DOI: 10.17632/3p69w4dzc7
title: Dataset for the thickness of black soil in Northeast China obtained by GPR

description: This dataset contains the thickness of black soil under the condition of straw returning to the field measured by Ground penetrating radar in Northeast China and the variation characteristics of soil permittivity under straw-mulched and straw-incorporated conditions through indoor simulation experiments.
DOI: 10.17632/3p69w4dzc7.1
title: Dataset for the thickness of black soil in Northeast China obtained by GPR

description: This dataset contains the thickness of black soil under the condition of straw returning to the field measured by Ground penetrating radar in Northeast China and the variation characteristics of soil permittivity under straw-mulched and straw-incorporated conditions through indoor simulation experiments.
DOI: 10.17632/kxwzmgx62v.1
title: Evaluating AI in Mohs Surgery Post-Operative Questions Supplemental Table 1

description: Supplementary Table 1. Summary of reviewer-flagged deficiencies by AI model. Eight Mohs surgeons reviewed 36 responses (12 questions × 3 models) and flagged deficiencies using pre-specified categories. Multiple deficiencies could be flagged per response. LLaMA 4 accounted for the highest number of omissions and ambiguous guidance. Total counts per model and category are shown.
DOI: 10.15468/dl.jxr3kf
title: Occurrence Download

description: A dataset containing 61599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Tapinoma magnum, Lasius neglectus, Crematogaster scutellaris, Tetramorium moravicum, Temnothorax tuberum, Temnothorax saxonicus, Ponera testacea, Polyergus rufescens, Plagiolepis xene, Myrmica sulcinodis, Myrmica lobulicornis, Myrmica karavajevi, Myrmica hirsuta, Myrmica curvithorax, Myrmica constricta, Myrmecina graminicola, Messor ibericus, Manica rubida, Leptothorax kutteri, Lasius myops, Lasius fuliginosus, Lasius distinguendus, Lasius citrinus, Lasius carniolicus, Lasius bicornis, Hypoponera punctatissima, Harpagoxenus sublaevis, Formicoxenus nitidulus, Formica uralensis, Formica paralugubris, Formica pressilabris, Formica forsslundi, Formica bruni, Formica aquilonia, Dolichoderus quadripunctatus)"
 ]
}

 The dataset includes 61599 records from 521 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023165-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fgds39cvfw
title: Vocabulary in Central & East Java Local Traditions

description: Data intended for publication in Data in Brief.
DOI: 10.17632/fgds39cvfw.1
title: Vocabulary in Central & East Java Local Traditions

description: Data intended for publication in Data in Brief.
DOI: 10.17632/k8sp2sjycv
title: The Mystery of the Missing Mutations in Plant DNA: Evidence of Recent Bottlenecks in Nightshades

description: Potatoes and tomatoes should look wildly different in their DNA barcodes — yet they don’t. Across the matK gene, potatoes differ from each other by 20–60 mutations, tomatoes by 10–30, and even between the two species only ~100. When measured against real mutation rates, this points not to deep evolutionary splits but to surprisingly recent bottlenecks — just thousands of years ago.

This research challenges long timelines, showing that plant genetic diversity is modest, measurable, and consistent with rapid accumulation since a global reset. Nightshades (and animals too) may be telling the same story: life’s DNA history is far shorter — and far more recent — than we’ve been taught.

By Matt Nailor | Truth in Research (2025)
DOI: 10.17632/k8sp2sjycv.1
title: The Mystery of the Missing Mutations in Plant DNA: Evidence of Recent Bottlenecks in Nightshades

description: Potatoes and tomatoes should look wildly different in their DNA barcodes — yet they don’t. Across the matK gene, potatoes differ from each other by 20–60 mutations, tomatoes by 10–30, and even between the two species only ~100. When measured against real mutation rates, this points not to deep evolutionary splits but to surprisingly recent bottlenecks — just thousands of years ago.

This research challenges long timelines, showing that plant genetic diversity is modest, measurable, and consistent with rapid accumulation since a global reset. Nightshades (and animals too) may be telling the same story: life’s DNA history is far shorter — and far more recent — than we’ve been taught.

By Matt Nailor | Truth in Research (2025)
DOI: 10.17632/syftn4zc3v
title: Wetland performance investigation

description: This dataset contains the collected data for Chapter 3 in the thesis titled "Uncovering non-traditional stormwater pollutant sources and processes via novel monitoirng devices"
DOI: 10.17632/syftn4zc3v.1
title: Wetland performance investigation

description: This dataset contains the collected data for Chapter 3 in the thesis titled "Uncovering non-traditional stormwater pollutant sources and processes via novel monitoirng devices"
DOI: 10.17632/d6hvsrxdts
title: ZTA-RAD - Zero Trust Architecture – Risk Assessment Dataset

description: Insider threats constitute one of the main risks to information security, particularly in corporate environments that handle sensitive data. Unlike external threats, these attacks exploit valid credentials and prior knowledge of the infrastructure, rendering traditional perimeter-based security models insufficient. In this context, Zero Trust Architecture (ZTA) emerges as an essential paradigm, adopting the principle of “never trust, always verify” through continuous verification, microsegmentation, and real-time monitoring. Motivated by the lack of datasets specifically designed for this scenario, this work proposes ZTA-RAD (Zero Trust Architecture – Risk Assessment Dataset), derived and expanded from CERT, incorporating logon, device, and HTTP access metrics. The dataset was labeled through two approaches: (i) expert curation and (ii) risk analysis performed by five LLMs. For evaluation, training and validation experiments were conducted with three machine learning algorithms (MLP, Random Forest, and SVM), under both balanced and imbalanced scenarios. The results indicate that MLP and Random Forest achieved superior performance, particularly after balancing with SMOTE, while SVM proved more sensitive to imbalance. Furthermore, it was found that expert labeling enabled the construction of more consistent classifiers compared to LLMs, highlighting the importance of human curation. In summary, this work contributes by providing a novel dataset for the study of insider threats in ZTA, offering methodological and practical support for the advancement of machine learning–based solutions.
DOI: 10.17632/d6hvsrxdts.1
title: ZTA-RAD - Zero Trust Architecture – Risk Assessment Dataset

description: Insider threats constitute one of the main risks to information security, particularly in corporate environments that handle sensitive data. Unlike external threats, these attacks exploit valid credentials and prior knowledge of the infrastructure, rendering traditional perimeter-based security models insufficient. In this context, Zero Trust Architecture (ZTA) emerges as an essential paradigm, adopting the principle of “never trust, always verify” through continuous verification, microsegmentation, and real-time monitoring. Motivated by the lack of datasets specifically designed for this scenario, this work proposes ZTA-RAD (Zero Trust Architecture – Risk Assessment Dataset), derived and expanded from CERT, incorporating logon, device, and HTTP access metrics. The dataset was labeled through two approaches: (i) expert curation and (ii) risk analysis performed by five LLMs. For evaluation, training and validation experiments were conducted with three machine learning algorithms (MLP, Random Forest, and SVM), under both balanced and imbalanced scenarios. The results indicate that MLP and Random Forest achieved superior performance, particularly after balancing with SMOTE, while SVM proved more sensitive to imbalance. Furthermore, it was found that expert labeling enabled the construction of more consistent classifiers compared to LLMs, highlighting the importance of human curation. In summary, this work contributes by providing a novel dataset for the study of insider threats in ZTA, offering methodological and practical support for the advancement of machine learning–based solutions.
DOI: 10.15468/dl.g78t2u
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malcolmia flexuosa",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023183-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8fjx7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malcolmia flexuosa",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023182-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9xd2xy8tdj
title: Supplementary file to: Efficacy and Safety of Picankibart Versus Placebo in Adults with Moderate-to-Severe Plaque Psoriasis: The CLEAR-1 Randomized Clinical Trial

description: This supplementary document contains supplemental figures and tables that have been referenced in the main text.
DOI: 10.17632/9xd2xy8tdj.1
title: Supplementary file to: Efficacy and Safety of Picankibart Versus Placebo in Adults with Moderate-to-Severe Plaque Psoriasis: The CLEAR-1 Randomized Clinical Trial

description: This supplementary document contains supplemental figures and tables that have been referenced in the main text.
DOI: 10.17632/5vrssgbd2z
title: Illicit discharge detection framework

description: This dataset contains the collected data for Chapter 4 in the thesis titled "Uncovering non-traditional stormwater pollutant sources and processes via novel monitoring devices"
DOI: 10.17632/5vrssgbd2z.1
title: Illicit discharge detection framework

description: This dataset contains the collected data for Chapter 4 in the thesis titled "Uncovering non-traditional stormwater pollutant sources and processes via novel monitoring devices"
DOI: 10.17632/sh4f7x66mx
title: DATA

description: This dataset originates from a field experiment investigating the effects of different fertilization treatments (Control, ST, STR) on the migration and transformation of nitrogen (N) in soil and maize plants.
DOI: 10.17632/sh4f7x66mx.1
title: DATA

description: This dataset originates from a field experiment investigating the effects of different fertilization treatments (Control, ST, STR) on the migration and transformation of nitrogen (N) in soil and maize plants.
DOI: 10.17632/9565fygxfg
title: Cross-sectional pollutant processes

description: This dataset contains the collected data for Chapter 5 in the thesis titled "Uncovering non-traditional stormwater pollutant sources and processes via novel monitoring devices"
DOI: 10.17632/9565fygxfg.1
title: Cross-sectional pollutant processes

description: This dataset contains the collected data for Chapter 5 in the thesis titled "Uncovering non-traditional stormwater pollutant sources and processes via novel monitoring devices"
DOI: 10.15468/dl.6ft2tp
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyphessobrycon tenuis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023184-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kggbrsjnsj.2
title: Parental communication on sexual and reproductive health and contraceptive knowledge among adolescents in rural areas of Chiapas, Mexico

description: We conducted a cross-sectional secondary analysis of survey data from 911 adolescents aged 12–15 years enrolled in public secondary schools in Chiapas. Parent–child com-munication about sex, pregnancy prevention, and condom use was assessed through self-reports
DOI: 10.15468/dl.urmv4n
title: Occurrence Download

description: A dataset containing 510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Malcolmia flexuosa",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 510 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023185-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17048873
title: Nutritional and Functional Profiling of Ginger (Zingiber officinale) Varieties Cultivated in Pakistan
DOI: 10.5281/zenodo.17048874
title: Nutritional and Functional Profiling of Ginger (Zingiber officinale) Varieties Cultivated in Pakistan