cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.29ukbh
title: Occurrence Download

description: A dataset containing 29369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Paraguay, Argentina)",
 "TaxonKey is Ara ararauna (Linnaeus, 1758)",
 "Year 1000-2024"
 ]
}

 The dataset includes 29369 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008097-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/t3wnsp6v64.1
title: GC-MS/MS and HR-LCMS-QTOF Analysis of various extracts of Saraswata Ghrita: A comprehensive dataset on phytochemical compounds

description: This dataset provides a comprehensive phytochemical profile of Saraswata Ghrita, a classical Ayurvedic formulation traditionally used for cognitive enhancement. To capture its diverse bioactive constituents, three different extracts—methanol, hexane, and hexane-ethanol—were analyzed using Gas Chromatography-Mass Spectrometry (GC-MS/MS) and High-Resolution Liquid Chromatography-Mass Spectrometry-Quadrupole Time-of-Flight (HR-LCMS/MS-QTOF). The dataset includes volatile and semi-volatile compounds identified through GC-MS/MS, while HR-LCMS/MS-QTOF facilitates the characterization of non-volatile and polar metabolites. Advanced chromatographic and spectrometric techniques were employed, integrating mass spectrometric detection, retention time analysis, and cheminformatics-based compound classification. Spectral data were processed using multiple databases, ensuring accurate compound annotation. Additionally, key parameters such as molecular weight, chemical structure, base peak intensity, and ion fragmentation patterns were recorded to aid in structural elucidation. This dataset is structured for comparative metabolomics, quality control, and pharmacological exploration, offering a valuable reference for researchers investigating the phytochemical complexity of Ayurvedic formulations. The compiled raw data, including chromatograms, peak intensities, spectral fingerprints, and molecular fragmentations, are publicly available for further computational modeling and validation. The dataset can also support future drug discovery efforts, network pharmacology studies, and Ayurvedic formulation standardization, ensuring reproducibility and facilitating integrative research on traditional medicine.
DOI: 10.17632/5nrk9f3p24.1
title: Dataset and codes for "Spatial regimes in heterogeneous territories: The efficiency of local public spending"

description: This is replication data and programs for "Spatial regimes in heterogeneous territories: The efficiency of local public spending" paper.
DOI: 10.17632/5zk23rrmkd.1
title: Data for: Gauging the Effectiveness of Airline Schedule Buffers in Reducing Arrival Delays

description: The present repository is for the article:
"Gauging the Effectiveness of Airline Schedule Buffers in Reducing Arrival Delays" by Jan K. Brueckner, Achim I. Czerny, Alberto A. Gaggero, published on the "Journal of Air Transport Management".

For any query, please contact Alberto A. Gaggero (a.gaggero@univda.it)
DOI: 10.17632/4sztw2bm4w.1
title: soil moisture downscaling

description: The data comprises of downscaled soil moisture data at 500m resolution from FLDAS, ERA5-Land, and SMAP. The detail procedure and utilized inputs and generated outputs, including methods and codes will be share upon the request from the editor or journal standard
DOI: 10.6084/m9.figshare.28555058
title: FigShare - A Two-Year Incubation Study: Investigating the Vertical Transport of Microplastics in Soil and Their Impact on Soil Pore Development

description: This study investigated the impact of microplastics (MPs) on soil structure and their vertical transport through a two-year field experiment using 45 re-packed soil columns. Three treatments were applied: polyethylene terephthalate fragments or fibers mixed into the topsoil, and a control without MPs, with soil structure monitored using X-ray tomography.
DOI: 10.17632/w9hg2mnnwy.1
title: Multispeed lattice Boltzmann method with ab initio scattering rates for phonon non-equilibrium thermal analysis in GaN heterostructures

description: These files contain the phonon dynamics parameter data for GaN, AlN, Si, and Diamond used to support the study "Multispeed Lattice Boltzmann Method with Ab Initio Scattering Rates for Phonon Non-Equilibrium Thermal Analysis in GaN Heterostructures." The data includes ShengBTE calculation results, sampled data based on the phonon frequency discretization scheme, and relevant MATLAB code.
DOI: 10.17632/4z528cwzkn.1
title: First order reversal curve data from Waipuna cave flowstone WP15-1 and associated soils

description: First-order reversal curve files created by a Princeton Micromag in vibrating sample mode. One folder contains FORCs from nine soil samples from above the speleothem site. All other folders contain FORCs from individual speleothem samples. In most cases, multiple FORCs were averaged to create the final results used in the paper. Paper reference: Fox, B. R. S., Lascu, I., Harrison, R., Pearson, A. R., Hellstrom, J., Breitenbach, S. F. M., Einsle, J. F., Muraszko, J., and Hartland, A. (in review). Multi-domain magnetic particles in speleothems as a proxy for past cave-stream flooding: a 33 kyr record from central North Island, Aotearoa New Zealand.
DOI: 10.5281/zenodo.14989841
title: Data of "Influence of Al, C, N and H on the iron redox state in the Earth's lower mantle: a geochemical quantum model" Merli et al

description: Data of "Influence of Al, C, N and H on the iron redox state in the Earth’s lower mantle: a geochemical quantum model" Merli et al
DOI: 10.5281/zenodo.14989842
title: Data of "Influence of Al, C, N and H on the iron redox state in the Earth's lower mantle: a geochemical quantum model" Merli et al

description: Data of "Influence of Al, C, N and H on the iron redox state in the Earth’s lower mantle: a geochemical quantum model" Merli et al
DOI: 10.17632/6pg4ywvfbj.1
title: Inoculation Powder Quantity Classification Dataset

description: The Inoculation Powder Quantity Classification Dataset (IPQCD) is collected to support the development of machine learning models focused on classifying images based on the amount of inoculant powder applied in the casting process. This dataset provides a valuable resource for training artificial intelligence models aimed at improving real-time monitoring systems in the casting industry.
The dataset consists of 6,908 images captured during the inoculant powder spraying process, with each image representing a specific quantity of inoculant powder. The dataset contains 20 distinct classes, each corresponding to a specific quantity of the inoculant powder being sprayed. The images in this dataset were captured under a variety of conditions to ensure robust model performance in real-world scenarios. By accurately classifying powder quantities, the models trained on this dataset can optimize the inoculant spraying process and help achieve consistent product quality.
For detailed information regarding the quantity of inoculant powder sprayed in each class and frame, please refer to the file readme.pdf.
DOI: 10.17632/6pg4ywvfbj.2
title: Inoculation Powder Quantity Classification Dataset

description: The Inoculation Powder Quantity Classification Dataset (IPQCD) is collected to support the development of machine learning models focused on classifying images based on the amount of inoculant powder applied in the casting process. This dataset provides a valuable resource for training artificial intelligence models aimed at improving real-time monitoring systems in the casting industry.
The dataset consists of 6,908 images captured during the inoculant powder spraying process, with each image representing a specific quantity of inoculant powder. The dataset contains 20 distinct classes, each corresponding to a specific quantity of the inoculant powder being sprayed. The images in this dataset were captured under a variety of conditions to ensure robust model performance in real-world scenarios. By accurately classifying powder quantities, the models trained on this dataset can optimize the inoculant spraying process and help achieve consistent product quality.
For detailed information regarding the quantity of inoculant powder sprayed in each class and frame, please refer to the file readme.pdf.
DOI: 10.17632/ggjnzb93pg.1
title: LINF_060006700

description: Deoxynucleoside triphosphate triphosphohydrolase | HD52; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ggjnzb93pg.2
title: LINF_060006700

description: Deoxynucleoside triphosphate triphosphohydrolase | HD52; Leishmania infantum (strain JPCM5)
DOI: 10.17632/36p89r96mp.1
title: LINF_060009000

description: glutamine synthetase; Leishmania infantum
DOI: 10.17632/36p89r96mp.2
title: LINF_060009000

description: Glutamine synthetase; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.498zrw
title: Occurrence Download

description: A dataset containing 743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Flaveria bidentis (L.) Kuntze)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 743 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008002-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c2wbnc
title: Occurrence Download

description: A dataset containing 2150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea nouchali Burm.fil.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 2150 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008099-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/452h9jrr9j.1
title: The Sexual and Reproductive Health and Rights of Young Adolescents (age 10-14)

description: This data set is from the WHO commissioned research priority setting exercise on the sexual and reproductive health and rights of young adolescents (age 10-14)
DOI: 10.17632/452h9jrr9j.2
title: The Sexual and Reproductive Health and Rights of Young Adolescents (age 10-14)

description: This data set is from the WHO commissioned research priority setting exercise on the sexual and reproductive health and rights of young adolescents (age 10-14)
DOI: 10.15468/dl.9c6dhq
title: Occurrence Download

description: A dataset containing 14239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Paraguay, Argentina)",
 "TaxonKey is Primolius maracana (Vieillot, 1816)",
 "Year 1000-2024"
 ]
}

 The dataset includes 14239 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008003-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/c7d9gd4k8s.1
title: Nitrogen ion implantation into HfMoNbTaTiWVZr high entropy metalic glass

description: This dataset contains results from a study on the effects of nitrogen ion implantation on the microstructure, mechanical properties, and tribological performance of an octonary high-entropy thin film metallic glass HfMoNbTaTiVWZr.

The dataset includes:

 Microstructural and chemical analyses conducted using TEM, XRD, and EDS mapping, revealing the formation of binary nitrides, elemental redistribution, and surface modifications while maintaining a significant degree of amorphization.
 Phase stability changes and preferential segregation of heavy elements, such as hafnium and tantalum, observed at high implantation doses.
 Hardness measurements, showing an increase up to 20 GPa at an optimal implantation dose of 1×10¹⁷ ions/cm², attributed to solid solution strengthening, fine nitride formation, increased lattice distortion, residual stress, and densification.
 Tribological performance data, demonstrating a reduced coefficient of friction and improved wear resistance after implantation.
 Comparative hardness-depth profiles of ion-implanted films and magnetron-sputtered (HfMoNbTaTiVWZr)N thin films, confirming localized strengthening effects.

These data provide insights into nitrogen implantation as an effective surface engineering technique for enhancing material properties in extreme environments.
DOI: 10.17632/t4896mfcvz.1
title: QTNano - Mechanistic Insights into the Direct Partial Oxidation of Methane to Methanol Catalyzed by Single-Atom Transition Metals on Hydroxyapatite, 10, 3868, (2025)

description: Raw data of the published paper - https://pubs.acs.org/doi/full/10.1021/acsomega.4c09442
DOI: 10.17632/t4896mfcvz.2
title: QTNano - Mechanistic Insights into the Direct Partial Oxidation of Methane to Methanol Catalyzed by Single-Atom Transition Metals on Hydroxyapatite, ACS Omega, 10, 3868, (2025)

description: Raw data of the published paper - https://pubs.acs.org/doi/full/10.1021/acsomega.4c09442
DOI: 10.17632/t4896mfcvz.3
title: QTNano - Mechanistic Insights into the Direct Partial Oxidation of Methane to Methanol Catalyzed by Single-Atom Transition Metals on Hydroxyapatite, ACS Omega, 10, 3868, (2025)

description: Raw data of the published paper - https://pubs.acs.org/doi/full/10.1021/acsomega.4c09442
DOI: 10.17632/zwstntn3vv.1
title: RRM1 O-GlcNAcylation inhibition suppresses pancreatic cancer via TK1-mediated replication stress

description: This dataset contains WB and qPCR Raw Data of this paper
DOI: 10.17632/wjzssvgzt2.1
title: LINF_060009100

description: C3H1-type domain-containing protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/wjzssvgzt2.2
title: LINF_060009100

description: C3H1-type domain-containing protein | ZC3H23; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.f5sqy6
title: Occurrence Download

description: A dataset containing 205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Slovakia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Canis lupus Linnaeus, 1758, Ursus arctos Linnaeus, 1758, Lynx lynx (Linnaeus, 1758), Canis aureus Linnaeus, 1758, Felis silvestris Schreber, 1777)"
 ]
}

 The dataset includes 205 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008004-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ntgk33kntb.1
title: Experimental data for “Shear mechanical behaviors and cracking evolution mechanism of foliated slate in tunnel excavation disturbance condition” [Dataset]

description: This study proposed a true triaxial shear test method combining static-dynamic under true triaxial conditions to simulate the complex shear mechanical behaviors and failure mechanisms of foliated rock surfaces, triggered by tunnel excavation unloading and dynamic disturbance. Based on a new dynamic true triaxial shear test device, the shear strength, deformation, failure surface morphology, shear strain rate and damage evolution rules of thin-foliated slate under different lateral and normal stresses were investigated. The critical disturbance shear strength of thin-foliated slate demonstrated a significant lateral stress effect, initially increasing by up to 7.5% and subsequently declining to -34.25% with increasing lateral stress. To describe this feature, a three-dimensional shear strength formula considering the lateral stress effect was developed with theoretical predictions closely aligning with experimental findings. During the process of the true triaxial shear tests, the thin-foliated slate showed the features of small disturbance shear deformation, low shear strain rate, and stable damage value changes prior to failure. In the initial period of disturbance shear deformation, micro-tensile cracks were primarily found. As the shear failure developed with the micro-shear cracks increasing, the failure mode of thin-foliated slate exhibited as tensile-shear mixed crack overall. Additionally, the disturbance shear failure precursors of thin-foliated slate are meaningful, acoustic emission parameter lgN/b maintained a low and stable level prior to disturbance shear failure, then sharply surged to a high value nearing failure. Therefore, disaster warning for foliated tunnel surrounding rock should emphasize monitoring aimed at fracture information.
DOI: 10.18150/jtqffv
title: Comparison of different SPME formats dedicated to the analysis of volatile compounds - a comprehensive study

description: This research compares different solid-phase microextraction (SPME) formats for analyzing volatile compounds, with a focus on thin-film SPME (TF-SPME). The study evaluates various TF-SPME devices and their efficiency in extracting food odorants from standard mixtures and real samples like beer. Results show that HLB-TF-SPME is the most effective, offering better sensitivity and a wider analyte range than traditional SPME fibers and stir bars. The study highlights TF-SPME’s potential for advanced food analysis, particularly when combined with GCxGC-ToFMS for detecting complex volatile profiles.Data contains a ReadMe.txt file.
DOI: 10.5281/zenodo.14989868
title: 10.5281/zenodo.13284896
DOI: 10.5281/zenodo.14989869
title: 10.5281/zenodo.13284896
DOI: 10.17632/pf38g2x8sx.1
title: Disposal of Unused and Expired Medicines in Ga South Municipality, Ghana

description: This dataset presents a cross-sectional study on the disposal practices of unused or expired medications among residents in Ga Central Municipality, Ghana, which serves as a Take-Back-Unwanted-Medicines (TBUM) location. Data collection occurred from October 2021 to January 2022, involving 426 community members and utilizing pretested structured questionnaires via Kobo Collect. The dataset encompasses 93 variables, including socio-demographic factors, health system factors , and individual-level characteristics such as knowledge, attitude, and awareness.
The main outcome assessed was whether individuals had disposed of expired or unused medications in the previous 12 months, categorized as either having disposed of them or not. A secondary outcome examined the method of disposal, classified as either home-based or organized (such as returning medications to designated collection points at pharmacies). Additional variables were created to measure knowledge levels, attitudes, and awareness regarding medication disposal
DOI: 10.17632/9pz6yjthxf.1
title: land use under desertified land governance

description: Land use data under natural increase scenario and desertified land governance scenario by 2035
DOI: 10.5281/zenodo.14989215
title: Actin filaments imaged using EasySTORM on a Zeiss microscope
DOI: 10.5281/zenodo.14989216
title: Actin filaments imaged using EasySTORM on a Zeiss microscope
DOI: 10.15468/dl.skmru6
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anolis huilae Williams, 1982"
 ]
}

 The dataset includes 107 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008006-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3zepme
title: Occurrence Download

description: A dataset containing 2778 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Flaveria trinervia (Spreng.) C.Mohr)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 2778 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008100-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btsykm
title: Occurrence Download

description: A dataset containing 30170 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Brazil, Paraguay, Argentina)",
 "TaxonKey is Diopsittaca nobilis (Linnaeus, 1758)",
 "Year 1000-2024"
 ]
}

 The dataset includes 30170 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008005-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evj69y
title: Occurrence Download

description: A dataset containing 22235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is one of (Argentina, Brazil, Paraguay)",
 "TaxonKey is Thectocercus acuticaudatus (Vieillot, 1818)",
 "Year 1000-2024"
 ]
}

 The dataset includes 22235 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008101-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fygpzz
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Vanilla columbiana Rolfe"
 ]
}

 The dataset includes 79 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008103-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ywgru
title: Occurrence Download

description: A dataset containing 2150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nymphaea nouchali Burm.fil.",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 2150 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008102-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f2878snss6.1
title: Data for: Enhancing soil structure and macroaggregate carbon and nitrogen content with green manures in orchards across climatic and edaphic gradients

description: Effects of legume and non-legume green manures on soils in six hillside orchards in three climate zones in China were explored.
DOI: 10.17632/d7sdgnk49f.1
title: EPMA_LA_ICP_MS_images_apatite_KC_Vezinet

description: Images of EPMA and LA-ICP-MS spot analyses
1.8 Go zip file
For a manuscript submitted to Precambrian Research (March 2025)
DOI: 10.17632/wykjhv8ks6.1
title: Aksara Bali for RCNN / YOLO

description: The provided is dataset containing aksara bali for the usage of machine learning. Be it classification or just image recognition
DOI: 10.17632/bbmh79cwrt.1
title: Glycolysis-derived lactate induces ACSL4 expression and lactylation to activate ferroptosis during intervertebral disc degeneration

description: This is the single - cell sequencing data from the article titled "Glycolysis - derived lactate induces ACSL4 expression and lactylation to activate ferroptosis during intervertebral disc degeneration”