cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.o00133.00034
title: A Multimodal Neuroimaging Dataset on Long-Term Cognitive Training in School Children
title: A Multimodal Neuroimaging Dataset on Long-Term Cognitive Training in School Children

description: This dataset investigates the impact of long-term abacus-based mental calculation (AMC) training on brain structure, function, and cognitive development in children. Participants (N = 99) were randomly assigned to either an experimental group (n = 53), which underwent five years of AMC training, or a control group (n = 46) that did not receive additional training. Neuroimaging data, including resting-state functional MRI (rs-fMRI) and T1-weighted structural MRI, were acquired after the first year of training (Grade 2). Behavioral data, specifically annual assessments of mathematical abilities, were collected longitudinally from Grade 2 to Grade 5. This dataset provides a valuable resource for examining how cognitive training shapes neural development and cognitive performance during childhood.
description: This dataset investigates the impact of long-term abacus-based mental calculation (AMC) training on brain structure, function, and cognitive development in children. Participants (N = 99) were randomly assigned to either an experimental group (n = 53), which underwent five years of AMC training, or a control group (n = 46) that did not receive additional training. Neuroimaging data, including resting-state functional MRI (rs-fMRI) and T1-weighted structural MRI, were acquired after the first year of training (Grade 2). Behavioral data, specifically annual assessments of mathematical abilities, were collected longitudinally from Grade 2 to Grade 5. This dataset provides a valuable resource for examining how cognitive training shapes neural development and cognitive performance during childhood.
DOI: 10.15468/dl.2pcm8u
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-55.4112 -11.84638,-42.12692 -11.84638,-42.12692 -4.70802,-55.4112 -4.70802,-55.4112 -11.84638))",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Lasiodora parahybana, Grammostola pulchra)"
 ]
}

 The dataset includes 96 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044519-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17043/tarfala-4
title: Data from Tarfala Research Station, Kebnekaise mountains, northern Sweden
DOI: 10.4121/fbf1c251-cbf9-49d7-9626-a9fe3498aed5.v1
title: Supporting data belonging to publication: "Experimental study of transonic flow over a wind turbine airfoil"

description: The dataset intends to support the publication "Experimental study of transonic flow over a wind turbine airfoil" by Aditya, Vitulano, De Tavernier, Schrijer, van Oudheusden, von Terzi in Wind Energy Science. The data includes planar PIV measurements done for a model of the FFA-W3-211 airfoil, most commonly used in reference wind turbine tips, for different inclinations at high subsonic freestream Mach numbers (0.5 - 0.6) with total pressure of 2.0 bar and total temperature of approximately 288 K. The measurements were carried out in the Transonic-Supersonic wind tunnel (TST-27) at the High-Speed Lab of Delft University of Technology. The raw images were recorded with a pair of LaVision Imager sCMOS cameras with overlapping fields-of-view, each operating at a full spatial resolution of 2560 x 2160 pixels and recording at an acquisition rate of 15 Hz to match the repetition rate of the Nd:YAG laser (532 nm) used to illuminate the DEHS seeder particles in the flow. A Lavision Programmable Timing Unit (PTU) was employed to synchronize the laser and the cameras. The acquired raw images were processed using LaVision DaVis to obtain streamwise and transverse velocity fields at a spatial resolution of 0.164 mm, or around 0.24% of the model chord. Subsequently, the velocity fields for both cameras were combined using a linear ramp in the overlap region to provide a full field-of-view spanning 142 x 82 % of the model chord in the streamwise and transverse directions, respectively. In total, 1200 snapshots were recorded for each case. The current dataset contains the processed, combined (full-field) velocity fields (.mat) along with a (post)processing code (.m) to calculate the local Mach number fields, shock locations, etc. from the velocity fields.
DOI: 10.15468/dl.kse2pa
title: Occurrence Download

description: A dataset containing 160 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-111.1188 26.99913, -110.9688 26.99913, -110.9688 27.14913, -111.1188 27.14913, -111.1188 26.99913))"
 ]
}

 The dataset includes 160 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044522-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9upgf
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corynelia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 361 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044523-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15916972
title: nWGS_pipeline_refdata

description: nWGS_pipeline is a comprehensive bioinformatics workflow designed for the analysis of Central Nervous System (CNS) tumor samples using Oxford Nanopore sequencing data. It integrates multiple analytical modules, including copy number variation (CNV) detection, DNA methylation profiling, structural variant calling, and MGMT promoter methylation status assessment.

Users can access the reference materials, example datasets, and detailed usage instructions via the project's GitHub repository.For references and licensing terms, see:🔗 https://github.com/VilhelmMagnusLab/nWGS_pipeline
DOI: 10.5281/zenodo.17589248
title: nWGS_pipeline_refdata

description: nWGS_pipeline is a comprehensive bioinformatics workflow designed for the analysis of Central Nervous System (CNS) tumor samples using Oxford Nanopore sequencing data. It integrates multiple analytical modules, including copy number variation (CNV) detection, DNA methylation profiling, structural variant calling, and MGMT promoter methylation status assessment.

Users can access the reference materials, example datasets, and detailed usage instructions via the project's GitHub repository.For references and licensing terms, see:🔗 https://github.com/VilhelmMagnusLab/nWGS_pipeline
DOI: 10.15468/dl.7esz99
title: Occurrence Download

description: A dataset containing 163657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lynx"
 ]
}

 The dataset includes 163657 records from 194 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044476-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15706283
title: High-Reynolds Wind Turbine Airfoil Database

description: This open-access dataset provides high-fidelity aerodynamic polars for a wide range of wind turbine airfoils, computed using consistent CFD methodology. The database includes lift, drag, and moment coefficients across multiple Reynolds and Mach numbers. State-of-the-art post-stall extrapolation models are used. The databse includes coefficients computed with fully-turbulent and free-transition boundary layers. A blend of the free-transition and fully-turbulent coefficients is also included. The data is relevant for wind turbine design, modeling, and simulation, and reflects airfoil performance along the span of a representative offshore rotor.

All simulations were performed using validated numerical methods and span a range of conditions typical for utility-scale offshore turbines. Airfoil geometries are included for ease of use.

A detailed companion document describing the simulation methodology, validation, and structure of the dataset is available as part of the dataset. 

Please cite the Zenodo record when using this data.
DOI: 10.5281/zenodo.17639964
title: High-Reynolds Wind Turbine Airfoil Database

description: This open-access dataset provides high-fidelity aerodynamic polars for a wide range of wind turbine airfoils, computed using consistent CFD methodology. The database includes lift, drag, and moment coefficients across multiple Reynolds and Mach numbers. State-of-the-art post-stall extrapolation models are used. The databse includes coefficients computed with fully-turbulent and free-transition boundary layers. A blend of the free-transition and fully-turbulent coefficients is also included. The data is relevant for wind turbine design, modeling, and simulation, and reflects airfoil performance along the span of a representative offshore rotor.

All simulations were performed using validated numerical methods and span a range of conditions typical for utility-scale offshore turbines. Airfoil geometries are included for ease of use.

A detailed companion document describing the simulation methodology, validation, and structure of the dataset is available as part of the dataset. 

Please cite the Zenodo record when using this data.
DOI: 10.15468/dl.ne6xe9
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalaenopsis mannii"
 ]
}

 The dataset includes 16 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044524-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpxqfm
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Guarianthe bowringiana"
 ]
}

 The dataset includes 13 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044525-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.davx37
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Metasequoia glyptostroboides"
 ]
}

 The dataset includes 279 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044526-251025141854904/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.30655493
title: Data for "Linking absorptive root traits with tree demography in a temperate forest"

description: We measured a suite of leaf, stem and absorptive root traits for the dominant species in a temperate forest to evaluate the contributions of absorptive root traits in determining two important tree demographic rates, growth and survival.
DOI: 10.6084/m9.figshare.30655493.v1
title: Data for "Linking absorptive root traits with tree demography in a temperate forest"

description: We measured a suite of leaf, stem and absorptive root traits for the dominant species in a temperate forest to evaluate the contributions of absorptive root traits in determining two important tree demographic rates, growth and survival.
DOI: 10.25505/fiz.icsd.cc2p43fd
title: CSD 2476603: Experimental Crystal Structure Determination

description: Related Article: Timur Z. Sharifullin, Alexander V. Vasiliev, Valentina V. Utochnikova, Andrei A. Eliseev, Anastasia E. Sleptsova, Reinhard K. Kremer, Robert E. Dinnebier, Pavel E. Kazin|2025|Inorg.Chem.|||doi:10.1021/acs.inorgchem.5c04022
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.13358806
title: GC-MS results
DOI: 10.5281/zenodo.13358807
title: GC-MS results
DOI: 10.15468/dl.w5c8xp
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.9688 26.99913, -110.8188 26.99913, -110.8188 27.14913, -110.9688 27.14913, -110.9688 26.99913))"
 ]
}

 The dataset includes 53 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044527-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3z8th
title: Occurrence Download

description: A dataset containing 1186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Entoleuca",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1186 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044528-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fm9u4d
title: Occurrence Download

description: A dataset containing 55656 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colaptes punctigula",
 "Country is Colombia"
 ]
}

 The dataset includes 55656 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044488-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fjpkh4
title: Occurrence Download

description: A dataset containing 273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stachys rugosa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 273 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044529-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zznj9b
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.8188 26.99913, -110.6688 26.99913, -110.6688 27.14913, -110.8188 27.14913, -110.8188 26.99913))"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044530-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h22ebd
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalaenopsis japonica"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044532-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzb55r
title: Occurrence Download

description: A dataset containing 2927 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phomopsis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2927 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044531-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17647097
title: SPI, TR and CIN
DOI: 10.5281/zenodo.17647098
title: SPI, TR and CIN
DOI: 10.25399/unisadata.30655469
title: Dataset on Rock Samples

description: The need for thermal energy storage technologies is critical because they can play a key role in enabling renewable heat systems to be adopted for industrial applications and reduce consumption of fossil fuels. Earlier studies have indicated that, natural rocks have potential for cost effective heat storage applications and in this data set, thermophysical properties of natural rock samples including, (basalt, dolerite, gabbro, granite, rhyolite, gneiss and quartzite) from Zimbabwe, were determined. Both experimental methods and numerical calculations were applied to generate this data. Specific heat capacity, thermal stability and density were obtained using experimental measurements while thermal diffusivity was determined through calculations using data from experiments and literature. Values of specific heat capacity for all rock samples, as obtained from the Differential scanning calorimetry, range from 767 J/kgK and 861 J/kgK to 942 J/kgK and 1090 J/kgK, at room temperature and at 250 ℃ respectively. Thermogravimetric analysis for thermal stability measurements of rocks produced a data set which indicates that, the samples have a maximum weight loss of less than 5 % when heated up to temperatures of 700 ℃. Experimental measurements for wet density of all rock samples have shown that the values vary between 2500 kg/m<sup>3</sup> and 3001 kg/m<sup>3</sup>. Deduced values of thermal diffusivity vary from 2.14 m<sup>2</sup>/s and 0.79 m<sup>2</sup>/s at room temperature to 1.08 m<sup>2</sup>/s and 0.54 m<sup>2</sup>/s at 250 ℃ for all the samples used. The generated data set can be used to guide the choice of suitable natural stones to be considered for developing sensible thermal energy storage systems. In addition, this data can be used to analyse variations in thermal characteristics of different types of natural rocks.
DOI: 10.25399/unisadata.30655469.v1
title: Dataset on Rock Samples

description: The need for thermal energy storage technologies is critical because they can play a key role in enabling renewable heat systems to be adopted for industrial applications and reduce consumption of fossil fuels. Earlier studies have indicated that, natural rocks have potential for cost effective heat storage applications and in this data set, thermophysical properties of natural rock samples including, (basalt, dolerite, gabbro, granite, rhyolite, gneiss and quartzite) from Zimbabwe, were determined. Both experimental methods and numerical calculations were applied to generate this data. Specific heat capacity, thermal stability and density were obtained using experimental measurements while thermal diffusivity was determined through calculations using data from experiments and literature. Values of specific heat capacity for all rock samples, as obtained from the Differential scanning calorimetry, range from 767 J/kgK and 861 J/kgK to 942 J/kgK and 1090 J/kgK, at room temperature and at 250 ℃ respectively. Thermogravimetric analysis for thermal stability measurements of rocks produced a data set which indicates that, the samples have a maximum weight loss of less than 5 % when heated up to temperatures of 700 ℃. Experimental measurements for wet density of all rock samples have shown that the values vary between 2500 kg/m<sup>3</sup> and 3001 kg/m<sup>3</sup>. Deduced values of thermal diffusivity vary from 2.14 m<sup>2</sup>/s and 0.79 m<sup>2</sup>/s at room temperature to 1.08 m<sup>2</sup>/s and 0.54 m<sup>2</sup>/s at 250 ℃ for all the samples used. The generated data set can be used to guide the choice of suitable natural stones to be considered for developing sensible thermal energy storage systems. In addition, this data can be used to analyse variations in thermal characteristics of different types of natural rocks.
DOI: 10.5286/isis.e.rb2520623-1
title: Structure of Sodium Germanate Glasses over Very Wide Composition Range

description: Germanate glasses are of interest due to the germanate anomaly in the thermophysical properties, and the role that structure may play in this behaviour. There are still unresolved issues concerning the germanate anomaly, including the higher coordination (five or six?), evidence that the Ge-O bond length does not decrease at high modifier content even though germanium returns to pure tetrahedral coordination, and the “second anomaly” at low modifier content. Sodium germanates are the archetypal germanate glass-forming system, but have received little neutron diffraction attention. We have developed methods to make sodium germanate glasses over much wider composition range than hitherto available. Hence we seek GEM beamtime to study these samples, to shed light on the unresolved issues.
DOI: 10.5286/isis.e.rb2520623
title: Structure of Sodium Germanate Glasses over Very Wide Composition Range

description: Germanate glasses are of interest due to the germanate anomaly in the thermophysical properties, and the role that structure may play in this behaviour. There are still unresolved issues concerning the germanate anomaly, including the higher coordination (five or six?), evidence that the Ge-O bond length does not decrease at high modifier content even though germanium returns to pure tetrahedral coordination, and the “second anomaly” at low modifier content. Sodium germanates are the archetypal germanate glass-forming system, but have received little neutron diffraction attention. We have developed methods to make sodium germanate glasses over much wider composition range than hitherto available. Hence we seek GEM beamtime to study these samples, to shed light on the unresolved issues.
DOI: 10.15468/dl.22kfmc
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.6688 26.99913, -110.5188 26.99913, -110.5188 27.14913, -110.6688 27.14913, -110.6688 26.99913))"
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044535-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gchnaz
title: Occurrence Download

description: A dataset containing 21434 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Solanum rostratum"
 ]
}

 The dataset includes 21434 records from 408 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044537-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vm9bty
title: Occurrence Download

description: A dataset containing 293 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Discohainesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 293 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044538-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.