cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30479382.v1
title: Global, regional, and national burden of polycystic ovary syndrome, 1990–2021: a comprehensive analysis of trends and projections based on the global burden of disease 2021 study

description: Polycystic ovarian syndrome (PCOS) is a major endocrine disorder that affects women of reproductive age. This study evaluated global disease burden trends (1990–2021) and projected future trajectories to 2050 to inform public health strategies. Using Global Burden of Disease 2021 data, we analyzed PCOS prevalence, incidence, and disability-adjusted life years (DALYs) and correlations with the sociodemographic index (SDI). Trends were assessed <i>via</i> the estimated annual percentage change, and future burden was projected using a Bayesian age-period-cohort model. From 1990 to 2021, global PCOS prevalence among reproductive - age women rose 89.55% to 69.47 million. Incident cases increased 55.90% to 2.30 million, and DALYs surged 87.70% to 607.76 thousand. Regions with rising SDI, particularly South, East, and Southeast Asia, saw the steepest increases in age-standardized rates. The incidence rose most sharply in the 10–19 age group, while the prevalence and DALYs peaked in the 15–49 age group. Projections indicate a continued increase in PCOS burden until 2050. PCOS poses a serious public health challenge, particularly in the medium-SDI regions. This escalating burden underscores the need for targeted interventions, particularly for adolescents and young women, to mitigate its long-term health impacts. Policymakers and clinicians must prioritize PCOS management to address its increasing global prevalence and associated disabilities.
DOI: 10.6084/m9.figshare.30150141
title: Meta-analysis of the effects of semaglutide on body mass index (BMI) and blood lipid levels in polycystic ovary syndrome patients

description: Polycystic ovary syndrome (PCOS) is a common endocrine–metabolic disorder in reproductive-aged women, often associated with obesity and dyslipidemia. Semaglutide, a GLP-1 receptor agonist (GLP-1 RA), improves glycemic control and weight, but its effects on PCOS remain unclear. This meta-analysis evaluates semaglutide's impact on BMI and blood lipids in PCOS patients. We searched PubMed, Embase, Cochrane Library, ClinicalTrials.gov, WHO ICTRP, and gray literature sources for RCTs (2010–2025) comparing semaglutide vs. placebo/conventional treatment in PCOS patients. The outcomes included BMI, total cholesterol (TC), triglycerides (TG), LDL-C, and HDL-C. The data were analyzed using RevMan 5.4, with mean differences (MD) and 95% CIs were calculated. Heterogeneity was assessed via I². Eight RCTs (526 patients) were included. Semaglutide significantly reduced BMI (MD: −2.20 kg/m², 95% CI: −2.42 to −1.97, <i>P</i> &lt; 0.001), TC (MD: −0.42 mmol/L, 95% CI: −0.46 to −0.39, <i>P </i>&lt; 0.0001), TG (MD: −0.35 mmol/L, 95% CI: −0.38 to −0.32, <i>P </i>&lt; 0.0001), and LDL-C (MD: −0.31 mmol/L, 95% CI: −0.35 to −0.27, <i>P </i>&lt; 0.0001), but not HDL-C (<i>P</i> = 0.8524). Subgroup analysis showed greater efficacy at doses ≥ 1.0 mg/week and in patients with a baseline BMI &gt; 28 kg/m². Overall evidence quality was moderate to low based on GRADE assessment. Semaglutide significantly improves BMI and lipid profiles in PCOS, particularly at higher doses, and in obese patients. Further long-term studies are needed to confirm safety and reproductive outcomes.
DOI: 10.6084/m9.figshare.30150141.v1
title: Meta-analysis of the effects of semaglutide on body mass index (BMI) and blood lipid levels in polycystic ovary syndrome patients

description: Polycystic ovary syndrome (PCOS) is a common endocrine–metabolic disorder in reproductive-aged women, often associated with obesity and dyslipidemia. Semaglutide, a GLP-1 receptor agonist (GLP-1 RA), improves glycemic control and weight, but its effects on PCOS remain unclear. This meta-analysis evaluates semaglutide's impact on BMI and blood lipids in PCOS patients. We searched PubMed, Embase, Cochrane Library, ClinicalTrials.gov, WHO ICTRP, and gray literature sources for RCTs (2010–2025) comparing semaglutide vs. placebo/conventional treatment in PCOS patients. The outcomes included BMI, total cholesterol (TC), triglycerides (TG), LDL-C, and HDL-C. The data were analyzed using RevMan 5.4, with mean differences (MD) and 95% CIs were calculated. Heterogeneity was assessed via I². Eight RCTs (526 patients) were included. Semaglutide significantly reduced BMI (MD: −2.20 kg/m², 95% CI: −2.42 to −1.97, <i>P</i> &lt; 0.001), TC (MD: −0.42 mmol/L, 95% CI: −0.46 to −0.39, <i>P </i>&lt; 0.0001), TG (MD: −0.35 mmol/L, 95% CI: −0.38 to −0.32, <i>P </i>&lt; 0.0001), and LDL-C (MD: −0.31 mmol/L, 95% CI: −0.35 to −0.27, <i>P </i>&lt; 0.0001), but not HDL-C (<i>P</i> = 0.8524). Subgroup analysis showed greater efficacy at doses ≥ 1.0 mg/week and in patients with a baseline BMI &gt; 28 kg/m². Overall evidence quality was moderate to low based on GRADE assessment. Semaglutide significantly improves BMI and lipid profiles in PCOS, particularly at higher doses, and in obese patients. Further long-term studies are needed to confirm safety and reproductive outcomes.
DOI: 10.15472/2vsf5l
title: Requerimiento hídrico, crecimiento y fotosíntesis de plantas acuáticas andinas en condiciones de vivero

description: Este conjunto de datos compila la información de las variables fisiológicas y los rasgos funcionales evaluados en un proyecto orientado a formular una propuesta metodológica para el manejo de plantas acuáticas andinas. El estudio analizó los requerimientos hídricos, el crecimiento y la fotosíntesis de tres especies —Ludwigia peruviana, Juncus effusus y Carex bonplandii— mediante la caracterización detallada de sus rasgos morfológicos y fisiológicos bajo dos tratamientos de riego en el vivero de plantas acuáticas del Jardín Botánico de Bogotá. El recurso incluye 207 registros y 5.851 medidas obtenidas durante el periodo de investigación, desarrollado en el marco de los contratos de prestación de servicios 378-2025 y 855-2025.
DOI: 10.21227/8wax-kw75
title: "Bitcoin Block-Level Mining Dataset (Blocks 840001\u2013840199, April 2024)"

description: "Not an image."
DOI: 10.18738/t8/zedkng
title: Metadata specification

description: Afro-Bolivian Spanish metadata specification
DOI: 10.18738/t8/cmgykd
title: Recordings

description: Afro-Bolivian Spanish recordings (2022-2024)
DOI: 10.15468/dl.xhna5k
title: Occurrence Download

description: A dataset containing 152005 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ara macao"
 ]
}

 The dataset includes 152005 records from 217 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003561-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgemjv
title: Occurrence Download

description: A dataset containing 7251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Begoniaceae"
 ]
}

 The dataset includes 7251 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003576-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gus8wq
title: Occurrence Download

description: A dataset containing 3604 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Les Sentinelles du climat - Evaluation et suivi des conséquences des changements climatiques sur la biodiversité en Nouvelle-Aquitaine-Les Sentinelles du climat : campagne 2017"
 ]
}

 The dataset includes 3604 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003577-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2r6x7n
title: Occurrence Download

description: A dataset containing 1177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pleopeltis burchellii"
 ]
}

 The dataset includes 1177 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003578-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tc646
title: Occurrence Download

description: A dataset containing 219424 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trachemys scripta"
 ]
}

 The dataset includes 219424 records from 1091 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003553-251120083545085/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/13830991
title: Jimrealtex customer dataset
DOI: 10.15468/dl.mpfky6
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centrolene huilensis"
 ]
}

 The dataset includes 13 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003579-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57967/hf/7058
title: Multi-Label_Bangla_Hate_Speech_Data
DOI: 10.34740/kaggle/dsv/13831356
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.75efmq
title: Occurrence Download

description: A dataset containing 27184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Bromeliaceae"
 ]
}

 The dataset includes 27184 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003583-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2jezn
title: Occurrence Download

description: A dataset containing 3261214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-127 -56,-35 -56,-35 55,-127 55,-127 -56))",
 "Issue is one of (Coordinate reprojected, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cathartes aura (Linnaeus, 1758)",
 "Year 1970-2015"
 ]
}

 The dataset includes 3261214 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011924-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bgnm8g
title: Occurrence Download

description: A dataset containing 1611 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sargassum fusiforme (Harvey) Setchell, 1931",
 "Year 1925-2025"
 ]
}

 The dataset includes 1611 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013648-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zz2fg
title: Occurrence Download

description: A dataset containing 13803 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "Country is India",
 "Geometry POLYGON((87.35198 28.13931,89.67028 20.82926,92.53117 20.59857,96.13195 25.49846,101.09333 28.48212,95.01564 31.06563,87.6976 30.6397,87.35198 28.13931))",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 13803 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013027-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25hw9s
title: Occurrence Download

description: A dataset containing 127348 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendrocopos minor (Linnaeus, 1758)"
 ]
}

 The dataset includes 127348 records from 1788 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013048-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15577935
title: EFFICIENT  STRATEGIES FOR DEALING WITH MULTI-LEVEL STUDENTS.
DOI: 10.5281/zenodo.15577936
title: EFFICIENT  STRATEGIES FOR DEALING WITH MULTI-LEVEL STUDENTS.
DOI: 10.15468/dl.6jza4y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herwigia kreffti (Nielsen & Larsen, 1970)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.9648 -7.1504,26.9648 -7.1504,26.9648 -16.1504,35.9648 -16.1504,35.9648 -7.1504))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009774-250525065834625/datasets/export for details.
DOI: 10.15468/dl.66bgqp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rottboellia cochinchinensis (Lour.) Clayton",
 "Country is Yemen"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009775-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nmf4td
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philadelphus coronarius",
 "Country is Armenia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049215-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evrzah
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.2.103_2",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dasyprocta punctata"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030075-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rh6c3a
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "OccurrenceStatus is Present",
 "TaxonKey is Distichium capillaceum"
 ]
}

 The dataset includes 127 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030077-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3bd7q
title: Occurrence Download

description: A dataset containing 9919 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.7188 20.24913, -105.5688 20.24913, -105.5688 20.39913, -105.7188 20.39913, -105.7188 20.24913))"
 ]
}

 The dataset includes 9919 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030078-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.23801.53608
title: GJ STEPS Analysis of PERS048-6S4 232 1 50 Real World Data by the Persian Curve (PC) GJ STEP 07 PERSIAN QUANTILE COMPLETE
DOI: 10.5281/zenodo.17596046
title: The Impact of Online Learning Platforms on  Student Engagement and Mental Health After  COVID-19
DOI: 10.5281/zenodo.17596047
title: The Impact of Online Learning Platforms on  Student Engagement and Mental Health After  COVID-19
DOI: 10.15468/dl.3cnbpm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "OccurrenceStatus is Present",
 "TaxonKey is Encalypta rhaptocarpa"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030079-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vxqxyu
title: Occurrence Download

description: A dataset containing 179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "OccurrenceStatus is Present",
 "TaxonKey is Abietinella abietina"
 ]
}

 The dataset includes 179 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030081-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yd7u39
title: Occurrence Download

description: A dataset containing 59 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphaea jacobsii"
 ]
}

 The dataset includes 59 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030082-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7ets2
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-105.8688 20.39913, -105.7188 20.39913, -105.7188 20.54913, -105.8688 20.54913, -105.8688 20.39913))"
 ]
}

 The dataset includes 431 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030083-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn9prn
title: Occurrence Download

description: A dataset containing 4968 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "Country is United States of America",
 "TaxonKey is Bromus tectorum"
 ]
}

 The dataset includes 4968 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030084-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5whrqr
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "OccurrenceStatus is Present",
 "TaxonKey is Mnium laevinerve"
 ]
}

 The dataset includes 71 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030085-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/f83u4
title: Gravidezes planejadas diminuem o risco de morte materna? Uma revisão de escopo

description: Protocolo de revisão de escopo com objetivo de mapear, na literatura nacional e internacional, relações causais entre Acesso a Direitos Sexuais e Reprodutivos Pré-concepcionais e Mortalidade Materna. Será seguida a proposta metodológica designada pelo Joanna Briggs Institute (JBI) e as recomendações para apresentação de revisões de escopo do Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols - extension for scoping reviews (PRISMA-ScR). As bases de dados consultadas serão: LILACS, MEDLINE, BINACIS, PAHO-IRIS, BDNPAR, MINSALCHILE, MINSAPERÚ, CUMED, Sec. Est. Saúde SP, ARGMSA, BDENF - Enfermagem, Index Psicologia - Periódicos, LIPECS, MedCarib, Sec. Munic. Saúde SP, Coleciona SUS via Biblioteca Virtual de Saúde (BVS), PubMED e um repositório de literatura cinzenta: Biblioteca Digital Brasileira de Teses e Dissertações (BDTD). Após a definição da estratégia de busca com apoio de uma bibliotecária, os artigos serão exportados para o gerenciador de referências Zotero e inicialmente selecionados pelo título e resumo por três revisoras independentes. Os textos completos dos artigos incluídos serão lidos e analisados conforme os critérios de elegibilidade. Os dados serão extraídos dos artigos selecionados por meio de formulário padronizado. Os resultados serão apresentados em fluxograma e resumo narrativo, seguindo as diretrizes do PRISMA-ScR.
DOI: 10.17605/osf.io/rmfkd
title: Labor Market Conflicts Reduce the Number of Applicants for Public Service Professional Educations

description: We investigate the effects of two labor market conflicts in Denmark on applications to educations leading to eployment within the conflicting field. Concrelately we investigate the 2013 teacher-lockout and the 2020 nurse strike.
DOI: 10.15468/dl.ghr288
title: Occurrence Download

description: A dataset containing 2837 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caulophyllum robustum"
 ]
}

 The dataset includes 2837 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030086-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17596127
title: FRONTIERS AND CONNECTIONS: TRANS-IMPERIAL KNIFE-MAKING CRAFTSMANSHIP ALONG THE SILK ROADS AND BEYOND
DOI: 10.5281/zenodo.17596128
title: FRONTIERS AND CONNECTIONS: TRANS-IMPERIAL KNIFE-MAKING CRAFTSMANSHIP ALONG THE SILK ROADS AND BEYOND
DOI: 10.5281/zenodo.16931259
title: Impacts of climatic factors and landscape patterns on megacity carbon sink in the mountain-basin transition region: A study based on XGBoost–SHAP model

description: This dataset supports the article "Impacts of climatic factors and landscape patterns on megacity carbon sink in the mountain-basin transition region: A study based on XGBoost–SHAP model". 

It contains climate data, land use data, NPP data, NEP data, landscape pattern indices, random sampling points, and analysis codes (Python XGBoost–SHAP).

Users can either download all files separately (items 1–7 below), or download the complete dataset as a single archive (Data.zip).