cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15493/dffe.ccis.28102024
title: Future Extreme heat index: Ensemble 10th,50th and 90th percentiles of Annual heatwave magnitude: the mean temperature of all heatwaves (HWMId) for 3.0 degree global temperature scenario relative to the period 1961-1991

description: National Climate Change Information System
description: The climate extremes projections over the Free State Province were conducted using the Coupled Global Climate Models (CGCMs) of the Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets as part of the Assessment Report (AR) 6 of the Intergovernmental Panel on Climate Change (IPCC). The focus was on climate extreme events including heat, drought, heatwaves, and flooding. Calculations of climate extreme indices that speak to the identified extreme events were conducted using 10 CMIP6 climate models from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) community. The ISIMIP models were statistically downscaled using the CMIP6 climate model scenario 4, Shared Socioeconomic Pathways 3-70 (SSP3-7.0), also known as the regional rivalry scenario, in the context of the Paris Agreement temperature goals. Under this scenario, a resurgence of nationalism and regional conflicts overshadow global issues. Governments increasingly prioritize national and regional security, leading to reduced investments in education and technological development. Inequality grows, and some regions experience severe environmental damage. These extreme indices were selected from the 27 core indices developed by the World Meteorological Organization (WMO) Expert Team on Climate Change Detection and Indices (ETCCDI) widely used for analysing extreme events in a changing climate. The calculations were conducted for the baseline period (1961-1990). The level of model uncertainty was represented by ensemble percentiles (10th, 50th and 90th percentiles) from the 10 models in which agreement between the models on the projected spatial pattern of the monthly maximum value of daily maximum temperature (Txx) for the baseline period is illustrated.
description: All datasets were downloaded from ISIMIP as netcdf and processed using Python to extreme climate indices of interest.
DOI: 10.15493/dffe.ccis.08102024
title: Future Drought index: Ensemble 10th,50th and 90th percentiles of Annual maximum length of dry spell: maximum number of consecutive days with RR < 1mm (cdd) for 2.0 degree global temperature scenario relative to the period 1961-1991

description: National Climate Change Information System
description: The climate extremes projections over the Free State Province were conducted using the Coupled Global Climate Models (CGCMs) of the Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets as part of the Assessment Report (AR) 6 of the Intergovernmental Panel on Climate Change (IPCC). The focus was on climate extreme events including heat, drought, heatwaves, and flooding. Calculations of climate extreme indices that speak to the identified extreme events were conducted using 10 CMIP6 climate models from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) community. The ISIMIP models were statistically downscaled using the CMIP6 climate model scenario 4, Shared Socioeconomic Pathways 3-70 (SSP3-7.0), also known as the regional rivalry scenario, in the context of the Paris Agreement temperature goals. Under this scenario, a resurgence of nationalism and regional conflicts overshadow global issues. Governments increasingly prioritize national and regional security, leading to reduced investments in education and technological development. Inequality grows, and some regions experience severe environmental damage. These extreme indices were selected from the 27 core indices developed by the World Meteorological Organization (WMO) Expert Team on Climate Change Detection and Indices (ETCCDI) widely used for analysing extreme events in a changing climate. The calculations were conducted for the baseline period (1961-1990). The level of model uncertainty was represented by ensemble percentiles (10th, 50th and 90th percentiles) from the 10 models in which agreement between the models on the projected spatial pattern of the monthly maximum value of daily maximum temperature (Txx) for the baseline period is illustrated.
description: All datasets were downloaded from ISIMIP as netcdf and processed using Python to extreme climate indices of interest.
DOI: 10.15493/dffe.ccis.31102024
title: Future Extreme heat index: Ensemble 10th,50th and 90th percentiles of Annual heatwave number: the number of heatwaves (hwn) for 1.5 degree global temperature scenario relative to the period 1961-1991

description: National Climate Change Information System
description: The climate extremes projections over the Free State Province were conducted using the Coupled Global Climate Models (CGCMs) of the Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets as part of the Assessment Report (AR) 6 of the Intergovernmental Panel on Climate Change (IPCC). The focus was on climate extreme events including heat, drought, heatwaves, and flooding. Calculations of climate extreme indices that speak to the identified extreme events were conducted using 10 CMIP6 climate models from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) community. The ISIMIP models were statistically downscaled using the CMIP6 climate model scenario 4, Shared Socioeconomic Pathways 3-70 (SSP3-7.0), also known as the regional rivalry scenario, in the context of the Paris Agreement temperature goals. Under this scenario, a resurgence of nationalism and regional conflicts overshadow global issues. Governments increasingly prioritize national and regional security, leading to reduced investments in education and technological development. Inequality grows, and some regions experience severe environmental damage. These extreme indices were selected from the 27 core indices developed by the World Meteorological Organization (WMO) Expert Team on Climate Change Detection and Indices (ETCCDI) widely used for analysing extreme events in a changing climate. The calculations were conducted for the baseline period (1961-1990). The level of model uncertainty was represented by ensemble percentiles (10th, 50th and 90th percentiles) from the 10 models in which agreement between the models on the projected spatial pattern of the monthly maximum value of daily maximum temperature (Txx) for the baseline period is illustrated.
description: All datasets were downloaded from ISIMIP as netcdf and processed using Python to extreme climate indices of interest.
DOI: 10.15493/dffe.ccis.20102024
title: Future Extreme heat index: Ensemble 10th,50th and 90th percentiles of Annual heatwave frequency: the number of heatwave days (hwf) for baseline period of 1961-1991

description: National Climate Change Information System
description: The climate extremes projections over the Free State Province were conducted using the Coupled Global Climate Models (CGCMs) of the Coupled Model Intercomparison Project Phase 6 (CMIP6) datasets as part of the Assessment Report (AR) 6 of the Intergovernmental Panel on Climate Change (IPCC). The focus was on climate extreme events including heat, drought, heatwaves, and flooding. Calculations of climate extreme indices that speak to the identified extreme events were conducted using 10 CMIP6 climate models from the Inter-Sectoral Impact Model Intercomparison Project (ISIMIP) community. The ISIMIP models were statistically downscaled using the CMIP6 climate model scenario 4, Shared Socioeconomic Pathways 3-70 (SSP3-7.0), also known as the regional rivalry scenario, in the context of the Paris Agreement temperature goals. Under this scenario, a resurgence of nationalism and regional conflicts overshadow global issues. Governments increasingly prioritize national and regional security, leading to reduced investments in education and technological development. Inequality grows, and some regions experience severe environmental damage. These extreme indices were selected from the 27 core indices developed by the World Meteorological Organization (WMO) Expert Team on Climate Change Detection and Indices (ETCCDI) widely used for analysing extreme events in a changing climate. The calculations were conducted for the baseline period (1961-1990). The level of model uncertainty was represented by ensemble percentiles (10th, 50th and 90th percentiles) from the 10 models in which agreement between the models on the projected spatial pattern of the monthly maximum value of daily maximum temperature (Txx) for the baseline period is illustrated.
description: All datasets were downloaded from ISIMIP as netcdf and processed using Python to extreme climate indices of interest.
DOI: 10.15468/dl.dd9f2f
title: Occurrence Download

description: A dataset containing 37190750 species occurrences available in GBIF matching the query:
{
 "GadmGid" : [
 "is CAN.11_1"
 ]
}

 The dataset includes 37190750 records from 855 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004723-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14368848
title: MicroRNA and isomiR reference ranges in plasma from healthy human participants

description: This entry contains suggested reference ranges for the expression levels of microRNAs and their isomiRs in exosomes from EDTA plasma collected from healthy individuals. Reference ranges span the range of values falling between the fifth and ninety-fifth percentiles from the median, calculated using batch-corrected CPM normalised data from the publicly available dataset under accession number GSE181810 in the GEO Datasets database. Separate matrices providing the median, upper and lower limits of reference ranges are provided for microRNA data (with expression values for all isoforms arising from a single microRNA precursor arm combined) and isomiR data (with each length and sequence variant from each microRNA precursor arm counted separately).
DOI: 10.5281/zenodo.14368849
title: MicroRNA and isomiR reference ranges in plasma from healthy human participants

description: This entry contains suggested reference ranges for the expression levels of microRNAs and their isomiRs in exosomes from EDTA plasma collected from healthy individuals. Reference ranges span the range of values falling between the fifth and ninety-fifth percentiles from the median, calculated using batch-corrected CPM normalised data from the publicly available dataset under accession number GSE181810 in the GEO Datasets database. Separate matrices providing the median, upper and lower limits of reference ranges are provided for microRNA data (with expression values for all isoforms arising from a single microRNA precursor arm combined) and isomiR data (with each length and sequence variant from each microRNA precursor arm counted separately).
DOI: 10.18419/darus-4623
title: Replication Data for: mmcDropletSprayFoam v2406

description: &lt;h1&gt;Validation Data for mmcDropletSprayFoam&lt;/h1&gt;

This data set contains the DNS and LES cases for the double shear layer setup used to validate the mmcDropletSprayFoam solver of the mmcFoam v2406 version. 

&lt;h2&gt;Requirements&lt;/h2&gt;
To run the simulations you need to download and compile the mmcFoam software based on OpenFOAM v2312. This software is open-source upon registration. If you wish to use mmcFoam please contact:&lt;br&gt;
Prof. Andreas Kronenburg: &lt;a href= "mailto:andreas.kronenburg@irst.uni-stuttgart.de"&gt;andreas.kronenburg@irst.uni-stuttgart.de&lt;/a&gt;&lt;br&gt;
Prof. Matthew Cleary: &lt;a href= "mailto:m.cleary@sydney.edu.au"&gt;m.cleary@sydney.edu.au&lt;/a&gt;&lt;br&gt;

&lt;h2&gt;Additional Libraries&lt;/h2&gt;
This data set also includes following libraries:
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;ofReader:&lt;/strong&gt; Python tools to post-process and read OpenFOAM files&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;sigmaTurbulenceModel:&lt;/strong&gt; Implementation of the sigma turbulence model for OpenFOAM v2312 and OpenFOAM v2412, which is compatible with GCC 11.3 compiler.&lt;/li&gt;
&lt;/ul&gt;
description: OpenFOAM, v2406
description: mmcFoam, v2406
DOI: 10.5281/zenodo.14747584
title: FANTOM5 empp enh-prom associations generated through the TargPred project
DOI: 10.5281/zenodo.14747585
title: FANTOM5 empp enh-prom associations generated through the TargPred project
DOI: 10.11583/dtu.24985713.v2
title: Supplementary information for Exploring the Landscape of Contemporary Sustainability Philosophies: Origins, Synergies and Corporate Applications

description: This file contains the list of 154 articles for the protocol part of a systematic literature review. Additionally, it contains the matrix mapping synergies among the 15 philosophies.
DOI: 10.11583/dtu.24985713
title: Supplementary information for Exploring the Landscape of Contemporary Sustainability Philosophies: Origins, Synergies and Corporate Applications

description: This file contains the list of 154 articles for the protocol part of a systematic literature review with the data used for the graphs.
DOI: 10.11583/dtu.24985713.v3
title: Supplementary information for Exploring the Landscape of Contemporary Sustainability Philosophies: Origins, Synergies and Corporate Applications

description: This file contains the list of 154 articles for the protocol part of a systematic literature review with the data used for the graphs.
DOI: 10.15468/dl.cteyws
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "Geometry POLYGON((-4.98272 36.33296,-4.47855 36.41472,-3.92669 36.56461,-3.07506 36.70087,-3.07506 36.9802,-3.20451 37.32767,-3.58604 37.83184,-4.00845 37.85228,-4.49899 37.87272,-5.04404 37.66832,-5.22118 37.47074,-5.56864 36.87119,-5.64359 36.27164,-5.43919 36.0945,-4.98272 36.33296))",
 "OccurrenceStatus is Present",
 "TaxonKey is Charophyta"
 ]
}

 The dataset includes 88 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004730-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fbtx2y
title: Occurrence Download

description: A dataset containing 625 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Culicoides Latreille, 1809"
 ]
}

 The dataset includes 625 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004731-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k8j8vv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sus scrofa Linnaeus, 1758",
 "Country is New Caledonia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004732-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14747618
title: Data Collection Structure

description: Scoping review analysis of articles on sociotechnical BIM implementation.
DOI: 10.5281/zenodo.14747619
title: Data Collection Structure

description: Scoping review analysis of articles on sociotechnical BIM implementation.
DOI: 10.15468/dl.aaafgq
title: Occurrence Download

description: A dataset containing 1286 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is ConDidact Citizen Science Surveys - Amphibians 2007"
 ]
}

 The dataset includes 1286 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004737-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ezu8c
title: Occurrence Download

description: A dataset containing 1635 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteronia incana (Burm.fil.) DC."
 ]
}

 The dataset includes 1635 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004738-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jswcf6
title: Occurrence Download

description: A dataset containing 3599 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Diversity of the cladocerans (Crustacea, Branchiopoda) in Republic of Tyva, Russian Federation"
 ]
}

 The dataset includes 3599 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004740-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm5f6t
title: Occurrence Download

description: A dataset containing 35475 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Absent",
 "TaxonKey is Pteridium aquilinum (L.) Kuhn",
 "Year 2005-2025"
 ]
}

 The dataset includes 35475 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004741-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9a776r
title: Occurrence Download

description: A dataset containing 11368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carya glabra (Mill.) Sweet"
 ]
}

 The dataset includes 11368 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004742-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zq2kn8
title: Occurrence Download

description: A dataset containing 1771 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryota mitis Lour."
 ]
}

 The dataset includes 1771 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004743-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.20375/0000-0016-75f3-2
title: DiscussData_Metadata-form YTV Protests Armenia 2018-v1.1-24.pdf
DOI: 10.20375/0000-0016-75f4-1
title: Documentation of Data Collection YTV Protests Armenia-v1.1-24.pdf
DOI: 10.20375/0000-0016-75f5-0
title: YTV Protests Armenia 2018.xlsx
DOI: 10.48320/1d69b4ef-b2f3-457c-8a03-b9887513872b
title: Protests Armenia 2018: Video Database
DOI: 10.15468/dl.h3htmx
title: Occurrence Download

description: A dataset containing 3385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryota urens L."
 ]
}

 The dataset includes 3385 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004744-250123221155621/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.28286747
title: <b>Alzheimers_Disease_Dataset</b>

description: Deep Learning Type Convolution Neural Network Architecture for Multiclass Classification of Alzheimer’s Disease
DOI: 10.15468/dl.7rckj6
title: Occurrence Download

description: A dataset containing 9516 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Long-term monitoring of woody plants of Doñana shrublands 2008-2023"
 ]
}

 The dataset includes 9516 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004745-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/8batw9
title: Dataset on existing incentives for hospitals

description: FLASH WP6, deliverable 6.8, a dataset, is a comprehensive resource that systematically explores financial incentives and their impacts within healthcare systems. It begins with an introduction and a dictionary section that explains key terms, methodologies, and references, providing essential context for interpreting the data. The database categorizes incentives and payment mechanisms across several dimensions. Tables 1.1 to 1.3 offer an overview of incentive categories, payment mechanisms, and their distribution by country and impact. A deeper analysis follows in Tables 2.1 to 2.4, examining incentives in relation to countries, payment mechanisms, therapeutic areas, and categories of impact. The detailed breakdown continues in the Table 2.5 and 2.6 series, where specific incentive types, such as additional payments, bonuses, penalties, and price adjustments, are analysed based on their direction, significance, quality, and population-level impacts. The dataset further assesses the broader effects of these mechanisms through Tables 3.1 to 3.4, which connect payment mechanisms and incentives to categories of impact. The Table 3.5 series covers detailed evaluations of various outcomes, including patient satisfaction, clinical quality, healthcare costs, waiting times, and financial risks. Finally, the database provides country-specific insights in Tables 4.1 to 4.3, linking nations to their payment mechanisms, incentives, and impacts on healthcare systems.This dataset serves as a valuable tool for policymakers, researchers, and healthcare administrators by offering detailed insights into how financial mechanisms influence healthcare delivery, efficiency, and outcomes, enabling informed decision-making to improve healthcare systems.
DOI: 10.25574/01206
title: Chandra X-ray Observatory ObsId 01206
DOI: 10.15468/dl.s7ghmg
title: Occurrence Download

description: A dataset containing 11527 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cascabela thevetia (L.) Lippold"
 ]
}

 The dataset includes 11527 records from 481 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004746-250123221155621/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sccy4n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ictiobus cyprinellus",
 "Country is Israel",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021143-250914085247600/datasets/export for details.
DOI: 10.15468/dl.n3s2eu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ictiobus cyprinellus",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021144-250914085247600/datasets/export for details.
DOI: 10.15468/dl.2t3525
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ictiobus cyprinellus",
 "Country is Romania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021145-250914085247600/datasets/export for details.
DOI: 10.5281/zenodo.17157188
title: Experiment_W-GAMIL1.0
DOI: 10.5281/zenodo.17157189
title: Experiment_W-GAMIL1.0