cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18150/7wxq3y
title: Potencjał roślin stosowanych w polskim tradycyjnym ziołolecznictwie

description: Plants traditionally used for centuries in herbal medicine and growing in Poland can be a good source of bioactive substances. However, their potential is not fully exploited, as they have not been thoroughly studied in terms of efficacy, safety and mechanisms of action. Therefore, the aim of the project resulting in this data is to investigate the anticancer, antibacterial and antifungal potential of selected medicinal plants and their mechanism of action. Plants used in Polish herbal medicine, such as : tansy, common chamomile, wild garlic, peppermint, common nettle, St. John's wort, dandelion, meadow clover, wormwood, watercress, ground-ivy, yarrow, garden angelica, elcampane and valerian, were selected for the study. In one of the first stages of the project, the anticancer activity of plant extracts was tested in an in vitro model of colorectal cancer (Caco-2 cell line) and on normal cells (CCD841 CoTr cell line), using the XTT assay. This dataset contains information obtained by the XTT assay during spectrophotomeric reading on a microplate reader. Numbers 1-15 indicate the individual plants included in the study, while the letters A and W refer to the alcoholic and aqueous extracts tested in the study, respectively.
DOI: 10.17172/nomad/2025.01.22-1
title: NOMAD dataset: BSiSii defect study
DOI: 10.60656/ba2d06b7cb0e4760
title: Custom collection of radar data from Jülich between 14 and 21 Jan 2025
DOI: 10.5281/zenodo.14717475
title: Flowering areas enhance insect pollinators and biological control agents in wheat intensive agro-ecosystems
DOI: 10.5281/zenodo.14717476
title: Flowering areas enhance insect pollinators and biological control agents in wheat intensive agro-ecosystems
DOI: 10.5281/zenodo.14717359
title: Determinants of self-regulated learning practices in elementary education

description: This dataset contains the raw data that lie at the basis of the results discussed in the paper entitled: "Determinants of self-regulated learning practices in elementary education: a multilevel approach". The accompanying README.txt file describes the specific data that can ge found in the raw data file.
DOI: 10.5281/zenodo.14717358
title: Determinants of self-regulated learning practices in elementary education

description: This dataset contains the raw data that lie at the basis of the results discussed in the paper entitled: "Determinants of self-regulated learning practices in elementary education: a multilevel approach". The accompanying README.txt file describes the specific data that can ge found in the raw data file.
DOI: 10.5281/zenodo.14717520
title: Determinants of self-regulated learning practices in elementary education

description: This dataset contains the raw data that lie at the basis of the results discussed in the paper entitled: "Determinants of self-regulated learning practices in elementary education: a multilevel approach". The accompanying README.txt file describes the specific data that can ge found in the raw data file.
DOI: 10.5281/zenodo.14717533
title: Supplementary Tables 1-3
DOI: 10.5281/zenodo.14717534
title: Supplementary Tables 1-3
DOI: 10.17028/rd.lboro.28254215
title: Supplementary information files for "Numerical study of liquid metal magnetoconvection and heat transfer in an electrically conductive square duct"

description: Supplementary information files for article "Numerical study of liquid metal magnetoconvection and heat transfer in an electrically conductive square duct"The Reynolds number is Re = 5602 and the Prandtl number is Pr = 0.0238. The focus of the study is on flows at Hartmann numbers Ha ⩽ 125, Richardson numbers Ri ⩽ 10 and two different thermal boundary conditions are considered: four wall uniform heat fluxes and one-sided heating (fixed wall temperature). The results show that the transition from laminar to turbulent flow depends not only on the ratio Ri/Ha, but also on cw and on the local thermal boundary conditions. In the turbulent regime with one-sided heating, the turbulent heat fluxes play an important role in the total heat transfer, in contrast with the typical behaviours of liquid metals. Moreover, the turbulent and thermal structures are highly dependent on the thermal boundary conditions, which completely alter the flow structure. It is also found that at c<sub>w</sub> ≥ 0.01 the turbulent heat fluxes decrease.<br><br>©The Authors, CC BY 4.0
DOI: 10.17028/rd.lboro.28254215.v1
title: Supplementary information files for "Numerical study of liquid metal magnetoconvection and heat transfer in an electrically conductive square duct"

description: Supplementary information files for article "Numerical study of liquid metal magnetoconvection and heat transfer in an electrically conductive square duct"The Reynolds number is Re = 5602 and the Prandtl number is Pr = 0.0238. The focus of the study is on flows at Hartmann numbers Ha ⩽ 125, Richardson numbers Ri ⩽ 10 and two different thermal boundary conditions are considered: four wall uniform heat fluxes and one-sided heating (fixed wall temperature). The results show that the transition from laminar to turbulent flow depends not only on the ratio Ri/Ha, but also on cw and on the local thermal boundary conditions. In the turbulent regime with one-sided heating, the turbulent heat fluxes play an important role in the total heat transfer, in contrast with the typical behaviours of liquid metals. Moreover, the turbulent and thermal structures are highly dependent on the thermal boundary conditions, which completely alter the flow structure. It is also found that at c<sub>w</sub> ≥ 0.01 the turbulent heat fluxes decrease.<br><br>©The Authors, CC BY 4.0
DOI: 10.15468/dl.mp55s8
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rheum nobile Hook.fil. & Thomson"
 ]
}

 The dataset includes 156 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001117-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2r3qa
title: Occurrence Download

description: A dataset containing 47626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Sierra Leone",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 47626 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001118-250121130708018/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.28254246
title: Original survey and supplementary information from Perspectives on wolves after their recolonisation in Flanders, Belgium

description: Supplementary Material
DOI: 10.6084/m9.figshare.28254246.v1
title: Original survey and supplementary information from Perspectives on wolves after their recolonisation in Flanders, Belgium

description: Supplementary Material
DOI: 10.6084/m9.figshare.28254249
title: Supplementary Materials from Perspectives on wolves after their recolonisation in Flanders, Belgium

description: RMD script
DOI: 10.6084/m9.figshare.28254249.v1
title: Supplementary Materials from Perspectives on wolves after their recolonisation in Flanders, Belgium

description: RMD script
DOI: 10.5285/29b22b33-e2e2-c705-e063-7086abc0b11f
title: Nutrient measurements of porewaters in sediment cores collected from the Semenov Hydrothermal Field region of the Mid-Atlantic Ridge during the RRS James Cook cruises JC224 (March - April 2022) and JC254 (October - November 2023)

description: Porewaters were extracted immediately after sediment cores from the Semenov Hydrothermal Field region of the Mid-Atlantic Ridge were recovered during the RRS James Cook cruises JC224 (March - April 2022) and JC254 (October - November 2023). Aliquots were distributed into various vials and containers with preservation media for different biogeochemical analyses both onboard and onshore. This dataset includes nutrient measurements of porewaters measured at the University of Southampton. These measurements provide a basis for assessing processes such denitrification and nitrate reduction, which can be used as indicators for microbial activity.  The data were collected as part of a PhD project funded under NERC's Ultramafic-hosted mineral Resource Assessment (ULTRA) project, grant reference NE/S004068/1, and the sediment cores are currently stored at the BOSCORF for long-term preservation.
DOI: 10.18167/dvn1/yyh20f
title: 15 year grassland fertilization experiment on pedo-climatic gradient in tropical conditions

description: 15 year of intensive organic and inorganic micro-plot fertilization on different tropical grassland along pedo-climatic gradient on Reunion Island.
DOI: 10.6084/m9.figshare.28254253
title: Excel spreadsheet from Could a female athlete run a 4-minute mile with improved aerodynamic drafting?

description: Spreadsheet for calculating time savings
DOI: 10.15468/dl.v2yau6
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rheum nobile Hook.fil. & Thomson"
 ]
}

 The dataset includes 156 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001121-250121130708018/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/10547787
title: World Weather Repository ( Daily Updating )
DOI: 10.48510/fk2/rbpong
title: Optical Microscopy of Polyols

description: Pharmaceutically applicable polyols are represented with different chemical compounds, with different structures, solid-state properties, and microscopic appearance. Microscopic appearance can be a useful source of information, such as for visual and semiquantitative description of particle size and granules or crystal shape. Microscopic analysis is usually used in combination with other methods for versatile characterization of powder material.
Thus, project-related samples of commercially available polyols (such as sucrose, dextrin, inulin, xylitol, sorbitol, isomalt, mannitol, and oligofructose) were characterized with microscopic analysis. The representative microscopic pictures were organized in a dataset.
Method. Polyol powder samples were pictured with an optical microscope (equipped with lens #4 and top lighting) coupled with a digital camera (BA410E; Motic, Xiamen, China). The size of every picture corresponds to 2.3 mm per 3.3 mm.
Data. The list of pictured polyols is provided in the CSV file "Microscopic list," including their chemical name, brand name, and manufacturer. Every picture file is in JPG format and is called in accordance with its chemical and brand name.
DOI: 10.5281/zenodo.14711203
title: [Reproducibility] Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement

description: [This tarball contains reproducibility material for the paper "Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement" which was accepted for 15th International Parallel Tools Workshop 2024]

Abstract: The OpenMP API is a widely used interface for high-level parallel pro-gramming. With large adoption in the HPC community, OpenMP is a key compo-nent in leveraging node-level parallelism in applications and frameworks. Herewith,a need for OpenMP-aware performance measurement and analysis tools arose. Inversion 5.0 of the OpenMP specification, the OpenMP Tools Interface (OMPT) wasintroduced, providing means to collect information about the application’s use ofOpenMP directives and routines.Although provided with a detailed specification, understanding and correctly han-dling the CPU execution model event sequence dispatched from runtimes requiresanalysis of events, their parameters and executing threads. To facilitate this, we de-veloped a freely available OMPT tool that allows for logging events and metadata forpost-mortem inspection. Analyzing the output of this tool enabled us to implementan OMPT tool for the performance measurement infrastructure Score-P.As vendors interpret the OMPT specification, various checks were developed todetect deviations and work around them. Accompanying the development of OMPTitself, the overhead being introduced was always a concern. To assess this overheadin various contemporary runtimes, we used the EPCC OpenMP MicroBenchmarkSuite and the SPEChpc 2021 Benchmark Suites, without an OMPT tool, with aNOOP tool, and with the Score-P OMPT tool attached.
DOI: 10.5281/zenodo.14711204
title: [Reproducibility] Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement

description: [This tarball contains reproducibility material for the paper "Score-P and OMPT: Smoothing the bumpy road to OpenMP performance measurement" which was accepted for 15th International Parallel Tools Workshop 2024]

Abstract: The OpenMP API is a widely used interface for high-level parallel pro-gramming. With large adoption in the HPC community, OpenMP is a key compo-nent in leveraging node-level parallelism in applications and frameworks. Herewith,a need for OpenMP-aware performance measurement and analysis tools arose. Inversion 5.0 of the OpenMP specification, the OpenMP Tools Interface (OMPT) wasintroduced, providing means to collect information about the application’s use ofOpenMP directives and routines.Although provided with a detailed specification, understanding and correctly han-dling the CPU execution model event sequence dispatched from runtimes requiresanalysis of events, their parameters and executing threads. To facilitate this, we de-veloped a freely available OMPT tool that allows for logging events and metadata forpost-mortem inspection. Analyzing the output of this tool enabled us to implementan OMPT tool for the performance measurement infrastructure Score-P.As vendors interpret the OMPT specification, various checks were developed todetect deviations and work around them. Accompanying the development of OMPTitself, the overhead being introduced was always a concern. To assess this overheadin various contemporary runtimes, we used the EPCC OpenMP MicroBenchmarkSuite and the SPEChpc 2021 Benchmark Suites, without an OMPT tool, with aNOOP tool, and with the Score-P OMPT tool attached.
DOI: 10.15468/dl.4qm274
title: Occurrence Download

description: A dataset containing 744 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Spain",
 "TaxonKey is Rhinanthus minor L."
 ]
}

 The dataset includes 744 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001122-250121130708018/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14717234
title: Understanding Collaboration Diversity in Bug-Fixing Tasks: A 10 Years Case Study in the Apache Hadoop Project

description: Understanding Collaboration Diversity in Bug-Fixing Tasks: A 10 Years Case Study in the Apache Hadoop Project

DOI: 10.5281/zenodo.14717235

 

The scripts are in jupyter notebooks and we recommend using VSCode to run the analyses.

The instructions to configure the environment with the descriptions of all the files in the replication package are in a README.md file inside replication_package.zip.

 

In the root folder, we kept a copy of the final generated dataset file, and the main script to run the python analyses. 

Other visualizations were generated using Tableau Software, and the workbook files are in the zip file.

Contents

- `README.md` => A copy of this text

- `bug_report_collab_dataset.csv` => main data file used for analyses and visualizations

- `collaboration_metrics_correlations.ipynb`=> documented jupyter notebook for generating the correlations of the metrics

- `replication_package.zip` => full package with all the necessary files to generate the dataset and run the analyses.
DOI: 10.5281/zenodo.14717235
title: Understanding Collaboration Diversity in Bug-Fixing Tasks: A 10 Years Case Study in the Apache Hadoop Project

description: Understanding Collaboration Diversity in Bug-Fixing Tasks: A 10 Years Case Study in the Apache Hadoop Project

DOI: 10.5281/zenodo.14717235

 

The scripts are in jupyter notebooks and we recommend using VSCode to run the analyses.

The instructions to configure the environment with the descriptions of all the files in the replication package are in a README.md file inside replication_package.zip.

 

In the root folder, we kept a copy of the final generated dataset file, and the main script to run the python analyses. 

Other visualizations were generated using Tableau Software, and the workbook files are in the zip file.

Contents

- `README.md` => A copy of this text

- `bug_report_collab_dataset.csv` => main data file used for analyses and visualizations

- `collaboration_metrics_correlations.ipynb`=> documented jupyter notebook for generating the correlations of the metrics

- `replication_package.zip` => full package with all the necessary files to generate the dataset and run the analyses.
DOI: 10.5281/zenodo.14717209
title: Digital elevation models of the sea ice surface and melt pond maps of the MOSAiC expedition summer floe 2020.

description: Data files based on aerial data collected during the MOSAiC expedition in the central Arctic Ocean 2020. The dataset contains:



Photo_DEM: previously unpublished manually controlled photogrammetrically reconstructed digital elevation models of the MOSAiC summer ice floe. All DEMs are reprojected, translated, and rotated to the floe position on 30 June on the WGS 84 / NSIDC Sea Ice Polar Stereographic North coordinate system (EPSG:3413) as project reference raster. 

Floe_contour: manually traced floe contour lines

cumulative_pond_coverage: a composite map of melt ponds compiled from classified orthomosaics (30 June to 22 July) and a WorldView-2 Image from 28 May (DigitalGlobe NextView license (2020), contained in Webster et al. 2022 in Elem Sci Anthrop, CC-BY 4.0 license). Classification is derived with the PASTA-ice algorithm (https://doi.org/10.5281/zenodo.7548468). 

PhotoALS_DEM and ALS_DEM: Digital elevation models derived from airborne laser scanning and photogrammetrically reconstructed from aerial images rectified with ALS data. Original rasters are published on PANGAEA database (https://doi.org/10.1594/PANGAEA.950896, https://doi.pangaea.de/10.1594/PANGAEA.949433) and were here reprojected, translated, and rotated to the floe position on 30 June on the WGS 84 / NSIDC Sea Ice Polar Stereographic North coordinate system (EPSG:3413).

Pond coverage maps from 30 June and 22 July, both were previously published on PANGAEA: https://doi.pangaea.de/10.1594/PANGAEA.949167
DOI: 10.5281/zenodo.14717210
title: Digital elevation models of the sea ice surface and melt pond maps of the MOSAiC expedition summer floe 2020.

description: Data files based on aerial data collected during the MOSAiC expedition in the central Arctic Ocean 2020. The dataset contains:



Photo_DEM: previously unpublished manually controlled photogrammetrically reconstructed digital elevation models of the MOSAiC summer ice floe. All DEMs are reprojected, translated, and rotated to the floe position on 30 June on the WGS 84 / NSIDC Sea Ice Polar Stereographic North coordinate system (EPSG:3413) as project reference raster. 

Floe_contour: manually traced floe contour lines

cumulative_pond_coverage: a composite map of melt ponds compiled from classified orthomosaics (30 June to 22 July) and a WorldView-2 Image from 28 May (DigitalGlobe NextView license (2020), contained in Webster et al. 2022 in Elem Sci Anthrop, CC-BY 4.0 license). Classification is derived with the PASTA-ice algorithm (https://doi.org/10.5281/zenodo.7548468). 

PhotoALS_DEM and ALS_DEM: Digital elevation models derived from airborne laser scanning and photogrammetrically reconstructed from aerial images rectified with ALS data. Original rasters are published on PANGAEA database (https://doi.org/10.1594/PANGAEA.950896, https://doi.pangaea.de/10.1594/PANGAEA.949433) and were here reprojected, translated, and rotated to the floe position on 30 June on the WGS 84 / NSIDC Sea Ice Polar Stereographic North coordinate system (EPSG:3413).

Pond coverage maps from 30 June and 22 July, both were previously published on PANGAEA: https://doi.pangaea.de/10.1594/PANGAEA.949167
DOI: 10.15468/dl.9vs8bz
title: Occurrence Download

description: A dataset containing 453279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((12.14758 37.17587,15.30394 36.48664,15.44201 36.66221,15.7434 38.34641,12.40222 38.28171,12.14758 37.17587))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 453279 records from 574 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001119-250121130708018/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/10547814
title: World Stock Prices ( Daily Updating )
DOI: 10.6084/m9.figshare.28254240
title: Supplementary Material from Cosmic-ray arrival time (CAT) indoor navigation

description: data.xlsx
DOI: 10.6084/m9.figshare.28254240.v1
title: Supplementary Material from Cosmic-ray arrival time (CAT) indoor navigation

description: data.xlsx
DOI: 10.15161/oar.it/212030
title: Carta Geologica d'Italia alla scala 1:50.000, F. 250 Castelnuovo di Garfagnana

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1992 e il 2007) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.15161/oar.it/212031
title: Carta Geologica d'Italia alla scala 1:50.000, F. 250 Castelnuovo di Garfagnana

description: Foglio geologico alla scala 1:50.000 basato su rilevamenti alla scala 1:10.000 (eseguiti tra il 1992 e il 2007) comprensivo di legenda, schemi a cornice, sezioni geologiche.
DOI: 10.5258/soton/d3310
title: Dataset supporting University of Southampton doctoral thesis "Development of erbium-doped and bismuth-doped optical fibres for wideband and high-performance amplifiers for telecommunication applications"

description: This dataset is supporting University of Southampton Doctoral Thesis "Development of Erbium-Doped and Bismuth-Doped Optical Fibres for Wideband and High-Performance Amplifiers for Telecommunication Applications". The dataset includes all data used for generating figures in the thesis.