cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15789729
title: Dataset de mensajes analizados para la detección de odio religioso alrededor de contenidos publicados por medios informativos españoles en X

description: Registro de mensajes analizados para la detección de odio religioso alrededor de contenidos publicados por medios informativos españoles en X. Este dataset hace parte del proyecto HatemediaReligion (PC-24-0050), financiado por la Fundación Pluralismo y Convivencia, ejecutado desde la Universidad Internacional de la Rioja. Toda la información del proyecto se encuentra expuesta en: https://hatemedia.es/

Los datos mostrados en este dataset fueron recolectados haciendo uso de la API Basic de X, a partir de una muestra de 10k mensajes publicados por terceros usuarios,  alrededor de los contenidos noticiosos publicados desde usuarios asociados a medios informativos españoles considerados para el desarrollo del proyecto. Una recolección que se hizo durante 60 días naturales continuos.  La toma de datos se hizo a partir de una muestra aleatoria por conglomerado, según número de medios tomados como caso de estudio.

En el dataset se han anonimizado todos los registros sensibles para la identificación de usuarios asociados a los mensajes analizados en este proyecto. 

A continuación, se expone la ficha técnica de los datos que integran el dataset: 



Plataforma: Plataforma X (antes Twitter)

Usuarios de medios analizados: El País, OKDiario, Público, 20Minutos, El Confidencial, ABC

Número de mensajes etiquetados: 53.787

Fecha de mensajes etiquetados: 01/03/2025 a 30/04/2025

Tomado por: API Basic de X
DOI: 10.5281/zenodo.15789730
title: Dataset de mensajes analizados para la detección de odio religioso alrededor de contenidos publicados por medios informativos españoles en X

description: Registro de mensajes analizados para la detección de odio religioso alrededor de contenidos publicados por medios informativos españoles en X. Este dataset hace parte del proyecto HatemediaReligion (PC-24-0050), financiado por la Fundación Pluralismo y Convivencia, ejecutado desde la Universidad Internacional de la Rioja. Toda la información del proyecto se encuentra expuesta en: https://hatemedia.es/

Los datos mostrados en este dataset fueron recolectados haciendo uso de la API Basic de X, a partir de una muestra de 10k mensajes publicados por terceros usuarios,  alrededor de los contenidos noticiosos publicados desde usuarios asociados a medios informativos españoles considerados para el desarrollo del proyecto. Una recolección que se hizo durante 60 días naturales continuos.  La toma de datos se hizo a partir de una muestra aleatoria por conglomerado, según número de medios tomados como caso de estudio.

En el dataset se han anonimizado todos los registros sensibles para la identificación de usuarios asociados a los mensajes analizados en este proyecto. 

A continuación, se expone la ficha técnica de los datos que integran el dataset: 



Plataforma: Plataforma X (antes Twitter)

Usuarios de medios analizados: El País, OKDiario, Público, 20Minutos, El Confidencial, ABC

Número de mensajes etiquetados: 53.787

Fecha de mensajes etiquetados: 01/03/2025 a 30/04/2025

Tomado por: API Basic de X
DOI: 10.17632/tvfvvzmkn8.1
title: Ventral Tegmental Area Dopaminergic Neurons Mediate Electroacupuncture Relief of Stress-Induced Depression in Mice

description: CRS mice behavioral stats plus VTADA calcium and chemogenetic stats.
DOI: 10.15468/dl.67ryrd
title: Occurrence Download

description: A dataset containing 2568 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Galium aparine, Galium aparinella, Galium aparinella)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2568 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000544-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6zxwh6bjk3
title: Mineral-solution equilibrium isotope fractionations of Mg, S and Ca in carbonate - a DFT study by Chirantan Pramanik and Itay Halevy

description: DFT and DFPT calculations input and output files and phonon CSV files (using plane wave PBE xc-functional and the PAW pseudopotentials in Quantum ESPRESSO) for the manuscript 'First-principle study of mineral-solution equilibrium isotope fractionations of magnesium, sulfate and calcium in CaCO3' by Chirantan Pramanik and Itay Halevy. Python scripts for all the plots presented in the manuscript, including partition functions and stable isotope fractionation calculations, are included.
DOI: 10.17632/6zxwh6bjk3.2
title: Mineral-solution equilibrium isotope fractionations of Mg, S and Ca in carbonate - a DFT study by Chirantan Pramanik and Itay Halevy

description: DFT and DFPT calculations input and output files and phonon CSV files (using plane wave PBE xc-functional and the PAW pseudopotentials in Quantum ESPRESSO) for the manuscript 'First-principle study of mineral-solution equilibrium isotope fractionations of magnesium, sulfate and calcium in CaCO3' by Chirantan Pramanik and Itay Halevy. Python scripts for all the plots presented in the manuscript, including partition functions and stable isotope fractionation calculations, are included.
DOI: 10.5281/zenodo.18304995
title: Rhynchospora organensis C.B.Clarke. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18304996
title: Rhynchospora organensis C.B.Clarke. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.17632/kty27k58zc
title: Global Soil Salinity Disturbance Index

description: In the context of urban expansion from 2000 to 2020, to quantify the positive and negative effects of urban expansion on soil salinization, we adopted the construction of a Salinity Disturbance Index (SDI) as a judgment indicator. The data includes the mean value of the comprehensive environmental background variables (EBF) from 2000 to 2019, the comprehensive environmental background variables (EBF) in 2020, SDI, and SDI_-1_0_1.
DOI: 10.17632/kty27k58zc.1
title: Global Soil Salinity Disturbance Index

description: In the context of urban expansion from 2000 to 2020, to quantify the positive and negative effects of urban expansion on soil salinization, we adopted the construction of a Salinity Disturbance Index (SDI) as a judgment indicator. The data includes the mean value of the comprehensive environmental background variables (EBF) from 2000 to 2019, the comprehensive environmental background variables (EBF) in 2020, SDI, and SDI_-1_0_1.
DOI: 10.17632/jcffmd34t8.1
title: An anti-HBV nucleoside analogue entecavir affects placental purine and pyrimidine pathways, nucleoside transporters, and adenosine receptors: a multi-model analysis

description: Supplemental data to 

An anti-HBV nucleoside analogue entecavir affects placental purine and pyrimidine pathways, nucleoside transporters, and adenosine receptors: a multi-model analysis 

Mariia Adler, Mohammed N. H. Ali, Magdalena Novotna, Antonin Libra, Ivan Vokral, Frantisek Staud, Lukas Cerveny*
DOI: 10.17632/dbrvg3kypc
title: Optically Stimulated Luminescence (OSL) Dataset from Tsunami Sand Sheet at PanjorPir, Gujarat, India

description: This dataset contains accepted equivalent dose (De) values and associated quality control parameters derived from Single-Aliquot Regenerative dose (SAR) measurements on quartz grains extracted from tsunami deposits at the ISR-Pp site, Gujarat, western India. These values were used for optically stimulated luminescence (OSL) age modeling to constrain the chronology of Holocene high-energy coastal events.

Sample Context:
- Site: ISR-Pp (PanjorPir, Kachchh Gujarat coast)
- Material: Quartz grains (90–125 µm) extracted from coastal tsunami deposits
- Protocol: SAR protocol performed using a Risø TL/OSL DA-20 reader with a 90Sr/90Y beta source

Columns in the dataset:
- `ED`: Equivalent dose (Gy) measured for each aliquot
- `Err ED`: 1σ uncertainty associated with each De value (Gy)
- `Er % (20)`: Relative error as a percentage of De (to guide acceptance threshold)
- `EDi/si²`: Value of (De / σ²), for computing weighted averages
- `1/si²`: Inverse squared De uncertainty (used in CAM and weighted mean calculations)

Processing & Acceptance:
Aliquots included in this table met the following SAR acceptance criteria:
- Recycling Ratio between 0.9 and 1.1
- De Error ≤ 15%
- Test signal change ≤ 10% (if assessed)
Final values were used to calculate an age with different age models, with an overdispersion of ~36% and positive skewness (0.5), indicating a partially bleached De distribution.

Software:
Data analysis was performed using Microsoft Excel and the Luminescence package in R.
DOI: 10.17632/dbrvg3kypc.1
title: Optically Stimulated Luminescence (OSL) Dataset from Tsunami Sand Sheet at PanjorPir, Gujarat, India

description: This dataset contains accepted equivalent dose (De) values and associated quality control parameters derived from Single-Aliquot Regenerative dose (SAR) measurements on quartz grains extracted from tsunami deposits at the ISR-Pp site, Gujarat, western India. These values were used for optically stimulated luminescence (OSL) age modeling to constrain the chronology of Holocene high-energy coastal events.

Sample Context:
- Site: ISR-Pp (PanjorPir, Kachchh Gujarat coast)
- Material: Quartz grains (90–125 µm) extracted from coastal tsunami deposits
- Protocol: SAR protocol performed using a Risø TL/OSL DA-20 reader with a 90Sr/90Y beta source

Columns in the dataset:
- `ED`: Equivalent dose (Gy) measured for each aliquot
- `Err ED`: 1σ uncertainty associated with each De value (Gy)
- `Er % (20)`: Relative error as a percentage of De (to guide acceptance threshold)
- `EDi/si²`: Value of (De / σ²), for computing weighted averages
- `1/si²`: Inverse squared De uncertainty (used in CAM and weighted mean calculations)

Processing & Acceptance:
Aliquots included in this table met the following SAR acceptance criteria:
- Recycling Ratio between 0.9 and 1.1
- De Error ≤ 15%
- Test signal change ≤ 10% (if assessed)
Final values were used to calculate an age with different age models, with an overdispersion of ~36% and positive skewness (0.5), indicating a partially bleached De distribution.

Software:
Data analysis was performed using Microsoft Excel and the Luminescence package in R.
DOI: 10.5281/zenodo.18305005
title: Rhynchospora praecincta Maury. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.5281/zenodo.18305004
title: Rhynchospora praecincta Maury. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:53
DOI: 10.15468/dl.2mr4av
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Cuba",
 "TaxonKey is Eleotris amblyopsis"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000547-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/pbtf7bbnb8
title: Head-fixed recording of mice in olfactory paradigm.
DOI: 10.17632/pbtf7bbnb8.1
title: Head-fixed recording of mice in olfactory paradigm.
DOI: 10.17632/w59j6hyc25
title: Smart Grid Blockchain Transaction Dataset

description: 2.8M simulated blockchain transactions on smart grid P2P energy trading network. Contains energy delivery (GRID-OP→CON) and payment (CON→PRO) transactions with timestamps, amounts, energy consumption, and complete blockchain metadata (hash, nonce).
Keywords: smart grid, blockchain, energy trading, cybersecurity, P2P energy
DOI: 10.17632/w59j6hyc25.1
title: Smart Grid Blockchain Transaction Dataset

description: 2.8M simulated blockchain transactions on smart grid P2P energy trading network. Contains energy delivery (GRID-OP→CON) and payment (CON→PRO) transactions with timestamps, amounts, energy consumption, and complete blockchain metadata (hash, nonce).
Keywords: smart grid, blockchain, energy trading, cybersecurity, P2P energy
DOI: 10.17632/trvwrzcb6s
title: The incorporation of trace, minor and critical elements in colloform chalcopyrite and tennantite

description: Supplementary Material of the manuscript by Cugerone et al. submitted to Geochimica et Cosmochimica Acta as "The incorporation of trace, minor and critical elements in colloform chalcopyrite and tennantite".
DOI: 10.15468/dl.a78d5f
title: Occurrence Download

description: A dataset containing 32540171 records in GBIF matching the query:
SELECT
 datasetkey,
 occurrenceid,
 reproductivecondition,
 COUNT(*)
FROM
 occurrence
WHERE
 occurrence.reproductivecondition LIKE '%'
GROUP BY
 occurrence.datasetkey,
 occurrence.occurrenceid,
 occurrence.reproductivecondition

 The dataset's 32540171 records were derived from 1347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000534-260119153935675/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.29105318
title: <b>Strongylodon macrobotrys</b> genome

description: Haplotype-resolved, telomere-to-telomere genome assembly of Strongylodon macrobotrys A.Gray
DOI: 10.6084/m9.figshare.28279118
title: Super Resolution analysis results from Slide 2-8

description: The following repository holds all of the analysis performed for the Manuscript titled "X-ray Lightsheet Microscopy: 3-Dimensional Localization of Non-Blinking Scintillating Nanoparticles with Nanometer Accuracy". The results were acquired with the use of the "Multi-Orientation MAXWELL" software, hosted on the following GitHub repository:https://github.com/SierraD/Multi-Orientation-Maxwell.The files include ThunderSTORM[1] results and protocol files obtained from analyzing the Tiff format images acquired via MAXWELL imaging for the sample "Slide 2-8" of microspheres coated with scintillating nanoparticles. The results files are CSV files, directly output from the ThunderSTORM software used to acquire the super resolution localizations. The ThunderSTORM parameters are found in the Protocol text files. The ThunderSTORM parameters were set to the default parameters, with changes made to the pixel size, which was set to 1 to deal with the anisotropic pixel size, as well as the fitting method, which was set to Maximum Likelihood Estimation to maximize the accuracy.[1] Ovesný, M. et al. ThunderSTORM; a comprehensive ImageJ plug-in for PALM and STORM data analysis and super-resolution imaging. BioInformatics, Applications Note, 30 (16), 2389-2390 (2014).Please see the following GitHub repository for software and documentation for the Multi-Orientation MAXWELL analysis method:https://github.com/SierraD/Multi-Orientation-Maxwell/
DOI: 10.6084/m9.figshare.28747181
title: Social and Emotional Learning Paper Data.xlsx

description: As the demand for accessible after school programs (ASP) in America grows, numerous existing programs face challenges in meeting young children’s (K-5) developmental needs. The widely adopted SAFE (Sequenced, Active, Focused, Explicit) framework is proven to promote Social Emotional Learning (SEL) growth but fails to address the issue of many underfunded programs struggling to fully implement all SAFE components. This study examined patterns in component implementation and skill development through online reviews for a sample of America's premier K-5 ASP. Overall, Explicit programs had the most beneficial developmental effects, followed by Focused programs, as compared to the lesser impact of Sequenced and Active components. The SAFE scheme was deconstructed to identify which of its components contribute to the development of particular skills and which specific combinations enhance specific abilities and overall SEL growth. Of the eight tested combinations of SAFE components, the Focused-Explicit combination was found to have the greatest overall impact on SEL development, followed by separate inclusion of the Sequenced and Active components. From these findings, program directors looking to enhance specific skills may customize their own component combinations or prioritize training staff to effectively implement the components associated with the most positive outcomes for a particular competency.
DOI: 10.6084/m9.figshare.28747181.v1
title: Social and Emotional Learning Paper Data.xlsx

description: As the demand for accessible after school programs (ASP) in America grows, numerous existing programs face challenges in meeting young children’s (K-5) developmental needs. The widely adopted SAFE (Sequenced, Active, Focused, Explicit) framework is proven to promote Social Emotional Learning (SEL) growth but fails to address the issue of many underfunded programs struggling to fully implement all SAFE components. This study examined patterns in component implementation and skill development through online reviews for a sample of America's premier K-5 ASP. Overall, Explicit programs had the most beneficial developmental effects, followed by Focused programs, as compared to the lesser impact of Sequenced and Active components. The SAFE scheme was deconstructed to identify which of its components contribute to the development of particular skills and which specific combinations enhance specific abilities and overall SEL growth. Of the eight tested combinations of SAFE components, the Focused-Explicit combination was found to have the greatest overall impact on SEL development, followed by separate inclusion of the Sequenced and Active components. From these findings, program directors looking to enhance specific skills may customize their own component combinations or prioritize training staff to effectively implement the components associated with the most positive outcomes for a particular competency.
DOI: 10.5281/zenodo.15278783
title: Data and code for paper "Scientific Open-Source Software Is Less Likely To Become Abandoned Than One Might Think! Lessons from Curating a Catalog of Maintained Scientific Software"

description: Please refer to README.md for more information.

If you use the dataset or code, please cite our paper: https://doi.org/10.1145/3729369.
DOI: 10.5281/zenodo.15278784
title: Data and code for paper "Scientific Open-Source Software Is Less Likely To Become Abandoned Than One Might Think! Lessons from Curating a Catalog of Maintained Scientific Software"

description: Please refer to README.md for more information.

If you use the dataset or code, please cite our paper: https://doi.org/10.1145/3729369.
DOI: 10.15468/dl.rqsm6c
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.28_1",
 "TaxonKey is Peganum harmala"
 ]
}

 The dataset includes 197 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048780-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5683/sp3/rzaydg
title: Supplementary Dataset for "Representativeness of Eddy-Covariance Flux Footprints for Areas Surrounding AmeriFlux Sites"

description: This record is for the dataset “Supplementary Dataset for "Representativeness of Eddy-Covariance Flux Footprints for Areas Surrounding AmeriFlux Sites"” at &lt;a href="https://doi.org/10.5281/zenodo.4015350"&gt;https://doi.org/10.5281/zenodo.4015350&lt;/a&gt;

&lt;p&gt;&lt;p&gt; 


These datasets are supplementary to the paper "Representativeness of Eddy-Covariance Flux Footprints for Areas Surrounding AmeriFlux Sites" by Chu et al. &lt;p&gt;

&lt;b&gt;Dataset S1. Summary of site-specific footprint metrics &lt;/b&gt; &lt;p&gt;
filename: All_site_fpt_summary.csv
readme: All_site_fpt_summary-README.csv &lt;p&gt;
&lt;b&gt;Dataset S2. All monthly footprint climatology weight maps &lt;/b&gt;&lt;p&gt;
filename: monthly_footprint_climatology_weight_map.zip
the zip folder contains individual files of all monthly footprint weight maps
filename: &lt;Site-ID&gt;_&lt;Year&gt;_&lt;Month&gt;_&lt;DAY/NIGHT&gt;_fpt_weight.tif
readme: README.txt &lt;p&gt;
&lt;b&gt;Dataset S3. All site-year footprint climatology overlapped with true-color satellite images. &lt;/b&gt;&lt;p&gt;
filename: site-year_footprint_climatology_realcolor_map.zip
the zip folder contains individual files of footprint climatologies from all site-years
filename: &lt;Site-ID&gt;_&lt;Year&gt;_&lt;Spatial_Extent&gt;_shrink_footprint_climatology.png
readme: README.txt &lt;p&gt;
&lt;b&gt;Dataset S4. Site-specific results and representativeness index based on the land cover type analysis. &lt;/b&gt;&lt;p&gt;
filename: All_site_land_cover_dominant_summary2.csv
readme:All_site_land_cover_dominant_summary2-README.csv &lt;p&gt;
&lt;b&gt;Dataset S5. Site-specific results and representativeness index based on the EVI analysis.&lt;/b&gt;&lt;p&gt;
filename: All_site_Landsat_EVI_fpt_comparison2.csv
readme: All_site_Landsat_EVI_fpt_comparison2-README.csv &lt;p&gt;
&lt;b&gt;Dataset S6. All available site-month EVI and time-explicit representativeness. &lt;/b&gt;&lt;p&gt;
filename: All_site_Landsat_EVI_all_cutout2.csv
readme: All_site_Landsat_EVI_all_cutout2-README.csv &lt;p&gt;
This dataset can be downloaded at &lt;a href="https://doi.org/10.5281/zenodo.4015350"&gt;https://doi.org/10.5281/zenodo.4015350&lt;/a&gt;
DOI: 10.5683/sp3/eavjio
title: Ogama-Rockland Mine Maps

description: This dataset includes ten maps, scanned in large format, that were appended to A. J. Troop's MSc Thesis from 1949, "The geology of the Ogama-Rockland gold mine."
DOI: 10.5683/sp3/nq6wrx
title: Exploring Potential Benefits of Visualizing Canopy Cover Change in 3D Gaming Engine Environment

description: This research explores the innovative use of a 3D gaming engine, Minetest, for visualizing changes in canopy cover change at the University of British Columbia (UBC) campus, addressing the pressing challenge of urban expansion on green spaces. We compared and visualized canopy height change for UBC campus in both 2D traditional environment and 3D gaming engine environment and we revealed a consistency between the spatial patterns of canopy cover change observed in both environments. Our findings indicate 3D environment provided multi-dimensional insights into canopy cover changes, offering decision-makers more straightforward and transparent insight than traditional maps can achieve in an immersive and interactive environment. We observed there is a significant change in canopy cover with 25 percent loss in total where Wesbrook community area experienced the most significant canopy cover loss in past 5 years due to rapid urban development. Our findings goes beyond merely presenting geographic maps and attributes from a 3D voxel game perspective. Instead, it will serve as a useful tool and references for UBC decision makers and planners to inform management plan on the pathway of building a green, well-planned community.
description: ArcGIS Pro, 3.2