cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18291529
title: Non-stationary extreme value analysis of global storm surge and wave heights output data

description: Understanding storm-driven changes to extreme coastal water levels is essential for communities globally, to help them prepare for and mitigate against future coastal flooding. We apply a novel method combining the transform stationary approach and regional frequency analysis (RFA) to projections of storm surge height (SSH) and significant wave height (Hs), to estimate future return levels under climate change. 

 

The return periods given are the 2, 5, 10, 20, 50, 100, 200, 500 and 1000-year. Data is provided every year from 1950-2099. The horizontal reference system is WGS84 (EPSG 4326), at a spatial resolution 0.525 degrees. Further methodological details are given in the accompanying manuscript.
DOI: 10.5281/zenodo.18343708
title: Dataset for "Multi-Objective Optimisation of Probiotic Tablet Manufacturing using a Gaussian Process-assisted NSGA-II Framework"
DOI: 10.5281/zenodo.18343707
title: Dataset for "Multi-Objective Optimisation of Probiotic Tablet Manufacturing using a Gaussian Process-assisted NSGA-II Framework"
DOI: 10.15468/dl.m8syan
title: Occurrence Download

description: A dataset containing 202158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Actinostrobus pyramidalis, Sequoiadendron giganteum, Tetraclinis articulata, Widdringtonia nodiflora, Widdringtonia schwarzii, Widdringtonia cedarbergensis, Callitris preissii, Callitris canescens, Callitris monticola, Callitris drummondii, Callitris macleayana, Callitris oblonga, Callitris endlicheri, Callitris roei, Callitris rhomboidea, Callitris verrucosa, Callitris columellaris, Larix gmelinii, Anarthria gracilis, Fimbristylis ammobia, Arthrostylis aphylla, Anarthria humilis, Anarthria prolifera, Anarthria laevis, Anarthria scabra, Anarthria polyphylla, Lyginia imberbis, Lyginia barbata, Lyginia excelsa, Allocasuarina nana, Allocasuarina fraseriana, Allocasuarina pinaster, Allocasuarina crassa, Allocasuarina thuyoides, Allocasuarina luehmannii, Allocasuarina duncanii, Allocasuarina muelleriana, Allocasuarina lehmanniana, Allocasuarina microstachya, Allocasuarina campestris, Allocasuarina torulosa, Allocasuarina defungens, Allocasuarina paludosa, Allocasuarina huegeliana, Allocasuarina monilifera, Allocasuarina humilis, Allocasuarina spinosissima, Allocasuarina verticillata, Allocasuarina zephyrea, Allocasuarina littoralis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 202158 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005289-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/vbzkdy
title: DrivIng

description: DrivIng: A Large-Scale Multimodal Driving Dataset with Full Digital Twin Integration
DOI: 10.7910/dvn/cq2adx
title: Understanding women’s knowledge and attitudes toward uterus transplantation in a country where the procedure has never been performed: a Tunisian cross-sectional Study

description: This study aimed to assess knowledge and attitudes regarding uterus transplantation (Utx) among Tunisian women in a context where this procedure has never been clinically performed, and to identify the factors influencing them.
A cross-sectional study was conducted among 402 Tunisian women using a structured questionnaire. Data were collected on sociodemographic characteristics, reproductive history, and prior awareness of UTx. Knowledge was assessed through a standardized score, and attitudes were evaluated using a Likert scale. Statistical analysis was performed using SPSS, employing t-tests, ANOVA, and Pearson correlation to examine associations.
This submission has been anonymized prior to deposit.
description: This submission is anonymized
DOI: 10.7910/dvn/zoyvag
title: Data for "A role for heavy chain-modification in protecting hyaluronan from free radical fragmentation during inflammation"

description: Molecule-by-molecule molecular weight data (in kDa) for each figure in the manuscript
description: See READ ME.txt file
DOI: 10.15468/dl.5pwsh5
title: Occurrence Download

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

 The dataset includes 36 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005401-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vp4nyf
title: Occurrence Download

description: A dataset containing 11326 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus"
 ]
}

 The dataset includes 11326 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005403-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xamw2
title: Occurrence Download

description: A dataset containing 4876 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-101.62477 33.66492,-94.48473 33.66492,-94.48473 36.58071,-96.64527 37.37316,-101.62477 36.58071,-101.62477 33.66492))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Peromyscus leucopus"
 ]
}

 The dataset includes 4876 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005402-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30645485
title: Using high-temperature-modified graphene to alleviate pore pressure in concrete under high temperatures

description: In high-temperature environments, rapid pore pressure buildup in cement-based concrete can cause explosive spalling, making its reduction crucial for mitigation. This study utilise high-temperature-modified graphene (MGP) powder to regulate the pore structure of cement-based materials, thereby reducing pore pressure. The effects of replacing cement with MGP at varying dosages (0, 5, 10, and 15 wt.%) on pore pressure and concrete performance were investigated, along with water absorption, hydration product, temperature gradient, and mechanical properties. While the compressive strength decreased slightly with graphene at room temperature (6.9%, 16% and 50.9% reductions at 5, 10 and 15 wt.%, respectively), the residual strength loss after 400 °C was significantly lower: 46.3%, 17.8%, and 29.0% for 5, 10, and 15 wt.% MGP, respectively, compared to 72.9% in the control group. A 10 wt.% MGP dosage with 20 μm was found to be optimal to reduce the pressure of concrete. Overall, this work provided a new application of MGP to improve the heat resistance of cement-based materials.
DOI: 10.6084/m9.figshare.30645485.v1
title: Using high-temperature-modified graphene to alleviate pore pressure in concrete under high temperatures

description: In high-temperature environments, rapid pore pressure buildup in cement-based concrete can cause explosive spalling, making its reduction crucial for mitigation. This study utilise high-temperature-modified graphene (MGP) powder to regulate the pore structure of cement-based materials, thereby reducing pore pressure. The effects of replacing cement with MGP at varying dosages (0, 5, 10, and 15 wt.%) on pore pressure and concrete performance were investigated, along with water absorption, hydration product, temperature gradient, and mechanical properties. While the compressive strength decreased slightly with graphene at room temperature (6.9%, 16% and 50.9% reductions at 5, 10 and 15 wt.%, respectively), the residual strength loss after 400 °C was significantly lower: 46.3%, 17.8%, and 29.0% for 5, 10, and 15 wt.% MGP, respectively, compared to 72.9% in the control group. A 10 wt.% MGP dosage with 20 μm was found to be optimal to reduce the pressure of concrete. Overall, this work provided a new application of MGP to improve the heat resistance of cement-based materials.
DOI: 10.34740/kaggle/dsv/14586168
title: Crop_Harvest_Traits
DOI: 10.7910/dvn/9vytp2
title: Replication Data for: Measuring Transient Interfacial pH Changes with Rotating Ring-Disk Electrochemistry: Theory and Experimental Considerations

description: This dataset contains source data for Figures 1-7 and Supplementary Information Figures S1-S16 from "This dataset contains source data for Figures 1-7 and Supplementary Information Figures S1-S21 from "Measuring Interfacial pH Changes During Proton-Insertion Coupled Electron Transfer (PICET) with Rotating Ring-Disk Electrochemistry."
DOI: 10.7910/dvn/udlr74
title: Replication Data for: Financial Aspects of Senate Campaigning in the Czech Republic

description: Replication Data for: Financial Aspects of Senate Campaigning in the Czech Republic
DOI: 10.5281/zenodo.18343705
title: xNZSP-(20−x)Li2O–3Bi2O3–77TeO2 tellurite glass (impedance + RDF analysis)

description: This record contains the datasets supporting the figures and tables of the associated Physical Review manuscript on xNZSP-(20−x)Li2O–3Bi2O3–77TeO2 glass samples (x = 0–5 mol%). Files include: (i) equivalent-circuit fitting quality metrics (chi-squared, sum of squares), (ii) sample geometry, bulk conductivity and bulk resistance, (iii) RDF peak parameters for Te–O, P–O and Si–O (bond length, intensity, area), (iv) derived average coordination number, average bond length and mixed junction density J(x), and (v) bulk capacitance. Data are provided in CSV format with a README describing columns and units.
DOI: 10.5281/zenodo.18343706
title: xNZSP-(20−x)Li2O–3Bi2O3–77TeO2 tellurite glass (impedance + RDF analysis)

description: This record contains the datasets supporting the figures and tables of the associated Physical Review manuscript on xNZSP-(20−x)Li2O–3Bi2O3–77TeO2 glass samples (x = 0–5 mol%). Files include: (i) equivalent-circuit fitting quality metrics (chi-squared, sum of squares), (ii) sample geometry, bulk conductivity and bulk resistance, (iii) RDF peak parameters for Te–O, P–O and Si–O (bond length, intensity, area), (iv) derived average coordination number, average bond length and mixed junction density J(x), and (v) bulk capacitance. Data are provided in CSV format with a README describing columns and units.
DOI: 10.15468/dl.bqebmm
title: Occurrence Download

description: A dataset containing 75463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arisaema triphyllum"
 ]
}

 The dataset includes 75463 records from 308 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005374-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq6pz7
title: Occurrence Download

description: A dataset containing 2706 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum invalid, Geodetic datum assumed WGS84, Continent derived from coordinates, Recorded date mismatch, Recorded date invalid, Taxon match higher rank, The taxon ID was not found in the checklist, Identified date invalid, Occurrence status inferred from individual count)",
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus hirsuta",
 "Year 1950-2025"
 ]
}

 The dataset includes 2706 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004913-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17693515
title: ExactCN: Predicting Exact Copy Numbers on Whole Exome Sequencing Data

description: The quantification of the precise copy number variations (CNVs) is crucial to understandingthe effects of gene dosage, disease severity, and therapeutic response. Although whole-exome sequencing(WES) offers a cost-effective solution for CNV detection in a clinical setting, it introduces several biases,including those related to sequence length, GC content, and the use of targeting probes. Consequently,estimating exact copy numbers remains challenging, especially for WES data. Here, we present Ex-actCN, a deep learning–based method for estimation of exact copy numbers from WES data per exon.The architecture integrates convolutional layers that extract local read-depth patterns with transformerencoder blocks that capture genomic context and handle sequencing noise. ExactCN is trained on WESsamples from the 1000 Genomes Project, using matching WGS-based calls as semi–ground truth. Inbenchmarks, ExactCN improves the state-of-the-art integer CNV calling performance by reducing themacro-averaged mean absolute error (MAE) from 0.91 to 0.62 and the macro-averaged root meansquared error (RMSE) from 1.31 to 0.78. It also achieves an overall Pearson correlation of 0.669 andSpearman correlation of 0.550, improving the second-best method by 0.641 and 0.482, respectively.Furthermore, a fine-tuned version of ExactCN demonstrated an overall F1-score of 0.657 for ag-gregate CNV detection performance on the clinically important duplicated genes SMN1/2, demon-strating its applicability to both research and clinical genomic analyses.
DOI: 10.15468/dl.rvhdur
title: Occurrence Download

description: A dataset containing 158939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is d8d6c888-92e7-4036-9808-fb3812be61e1",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 158939 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004907-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdc92x
title: Occurrence Download

description: A dataset containing 68909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anas capensis"
 ]
}

 The dataset includes 68909 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004888-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uzfdr
title: Occurrence Download

description: A dataset containing 2434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque"
 ]
}

 The dataset includes 2434 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004915-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bw4q6w
title: Occurrence Download

description: A dataset containing 12860 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Canna indica",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12860 records from 473 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004916-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30684911
title: 矩形格点填充结构的压缩实验数据

description: 通过压缩实验比较矩形结构变密度格点填充结构与均匀密度格点填充结果的力学性能。
DOI: 10.6084/m9.figshare.30684911.v1
title: 矩形格点填充结构的压缩实验数据

description: 通过压缩实验比较矩形结构变密度格点填充结构与均匀密度格点填充结果的力学性能。
DOI: 10.15468/dl.zcv8gv
title: Occurrence Download

description: A dataset containing 18096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 5ca9a113-2397-4540-84b4-41114a1404ef",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 18096 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004921-251120083545085/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/13844900
title: World Athletics Calendar (worldathletics.org)
DOI: 10.15468/dl.5xk65t
title: Occurrence Download

description: A dataset containing 2434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tapirus pinchaque"
 ]
}

 The dataset includes 2434 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004923-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f928rk
title: Occurrence Download

description: A dataset containing 245084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations)",
 "Geometry POLYGON(( -121.869590726331 37.1013160783744 , -121.130305401773 37.1013160783744 , -121.130305401773 37.8840072480361 , -121.869590726331 37.8840072480361 , -121.869590726331 37.1013160783744 ))",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 245084 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004914-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17694411
title: Anonymized Survey Dataset for the Study on Green Tax and Environmental Performance

description: This repository contains the fully anonymized survey dataset used in the study. No personally identifiable information was collected. The dataset includes all variables used in the analysis.
DOI: 10.5281/zenodo.17694410
title: Anonymized Survey Dataset for the Study on Green Tax and Environmental Performance

description: This repository contains the fully anonymized survey dataset used in the study. No personally identifiable information was collected. The dataset includes all variables used in the analysis.
DOI: 10.15468/dl.cqra6d
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "DatasetKey is one of (Ampliación de la base de datos de la ictiofauna insular del Golfo de California, iNaturalist Research-grade Observations, Diveboard - Scuba diving citizen science observations)",
 "Geometry POLYGON((-111.93751 22.48182,-107.04211 22.48182,-107.04211 24.65957,-111.93751 24.65957,-111.93751 22.48182))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carcharhinus leucas",
 "Year 2001-2025"
 ]
}

 The dataset includes 95 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004925-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ut25m
title: Occurrence Download

description: A dataset containing 245084 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations)",
 "Geometry POLYGON(( -121.869590726331 37.1013160783744 , -121.130305401773 37.1013160783744 , -121.130305401773 37.8840072480361 , -121.869590726331 37.8840072480361 , -121.869590726331 37.1013160783744 ))",
 "Year is greater than or equal to 2015"
 ]
}

 The dataset includes 245084 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004919-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4x7s42
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron strigillosum Franch."
 ]
}

 The dataset includes 361 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001273-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtnhq4
title: Occurrence Download

description: A dataset containing 9652 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "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, Continent derived from coordinates, The scientific name ID was not used in backbone matching, Coordinate rounded, Country derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Torgos tracheliotos (J.R.Forster, 1796)",
 "Year 1970-2015"
 ]
}

 The dataset includes 9652 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001272-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur4g2s
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron eudoxum Balf.fil. & Forrest"
 ]
}

 The dataset includes 129 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001274-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68mn95
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hymedesmia stellifera Goodwin & Picton, 2009"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0297947-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4thhf2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salsola australis",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009155-251120083545085/datasets/export for details.
DOI: 10.5281/zenodo.17130062
title: АДЕНОМИОЗ: ОПРЕДЕЛЕНИЕ, РАСПРОСТРАНЕННОСТЬ И КЛИНИЧЕСКИЕ ОСОБЕННОСТИ (ОБЗОР ЛИТЕРАТУРЫ)

description: Аденомиоз — хроническое гинекологическое заболевание, которое поражает бесчисленное количество женщин по всему миру, часто с глубокими последствиями для их физического и эмоционального благополучия. Оно особенно значимо в перименопаузальную фазу, переходный период, отмеченный гормональными сдвигами, которые могут усилить эффекты расстройства. 

Аденомиоз, определяемый инфильтрацией эндометриальной ткани в миометрий — мышечный слой матки, нарушает нормальную функцию матки и представляет собой уникальный набор диагностических и терапевтических проблем. Аденомиоз возникает, когда эндометриальные железы и строма проникают в миометрий, что приводит к увеличению и структурному изменению матки [1]. Это аномальное внедрение ткани приводит к утолщению стенки матки, часто сопровождающемуся воспалением и мышечной гипертрофией, что отличает аденомиоз от других гинекологических заболеваний