cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6833115
title: SuperDARN data in netCDF format (1994-Jul)

description: 1994-Jul SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.18260036
title: SuperDARN data in netCDF format (1994-Jul)

description: 1994-Jul SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.17632/tw56p2s7rr
title: A software package for generating robust and accurate potentials using the moment tensor potential framework

description: We present the Plan for Robust and Accurate Potentials (PRAPs), a software package for training and using moment tensor potentials (MTPs) in concert with the Machine Learned Interatomic Potentials (MLIP) software package. PRAPs provides an automated workflow to train MTPs using active learning procedures, and a variety of utilities to ease and improve workflows when utilizing the MLIP software. PRAPs was originally developed in the context of crystal structure prediction, in which one calculates convex hulls and predicts low energy metastable and thermodynamically stable structures, but the potentials PRAPs develops are not limited to such applications. PRAPs produces two potentials, one capable of rough estimates of the energies, forces and stresses of almost any chemical structure in the specified compositional space – the Robust Potential – and a second potential intended to provide more accurate descriptions of ground state and metastable structures – the Accurate Potential. We also present a Python library, mliputils, designed to assist users in working with the chemical structural files used by the MLIP package.
DOI: 10.17632/tw56p2s7rr.1
title: A software package for generating robust and accurate potentials using the moment tensor potential framework

description: We present the Plan for Robust and Accurate Potentials (PRAPs), a software package for training and using moment tensor potentials (MTPs) in concert with the Machine Learned Interatomic Potentials (MLIP) software package. PRAPs provides an automated workflow to train MTPs using active learning procedures, and a variety of utilities to ease and improve workflows when utilizing the MLIP software. PRAPs was originally developed in the context of crystal structure prediction, in which one calculates convex hulls and predicts low energy metastable and thermodynamically stable structures, but the potentials PRAPs develops are not limited to such applications. PRAPs produces two potentials, one capable of rough estimates of the energies, forces and stresses of almost any chemical structure in the specified compositional space – the Robust Potential – and a second potential intended to provide more accurate descriptions of ground state and metastable structures – the Accurate Potential. We also present a Python library, mliputils, designed to assist users in working with the chemical structural files used by the MLIP package.
DOI: 10.5281/zenodo.18260264
title: München, Ludwig-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.5281/zenodo.18260265
title: München, Ludwig-Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).
DOI: 10.17632/tk65df78y4
title: RNA-sequencing data of YY1 knockdown (siYY1) in glioblastoma LN229 cells alongside control cell.

description: To explore how YY1 regulates copper ionophore-induced cuproptosis in glioblastoma(GBM), we performed RNA sequencing and utilized YY1 knockdown (siYY1) in LN229 cells alongside control cells. To identify potential target genes that mediate copper ionophore-induced cell death.
DOI: 10.17632/tk65df78y4.1
title: RNA-sequencing data of YY1 knockdown (siYY1) in glioblastoma LN229 cells alongside control cell.

description: To explore how YY1 regulates copper ionophore-induced cuproptosis in glioblastoma(GBM), we performed RNA sequencing and utilized YY1 knockdown (siYY1) in LN229 cells alongside control cells. To identify potential target genes that mediate copper ionophore-induced cell death.
DOI: 10.17632/d8jf99kb32
title: Investigating ethical leadership and employee pro-environmental behaviors nexus: A dataset in the Vietnamese hospitality industry

description: This dataset was built from an online survey in the Vietnamese hospitality industry. The dataset investigates the influence of perceived corporate social responsibility and ethical leadership on pro-environmental behaviors of employees at the workplace.
DOI: 10.15468/dl.mjxf3u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TypeStatus is ALLOLECTOTYPE"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012309-260108223611665/datasets/export for details.
DOI: 10.17632/d8jf99kb32.2
title: Investigating ethical leadership and employee pro-environmental behaviors nexus: A dataset in the Vietnamese hospitality industry

description: This dataset was built from an online survey in the Vietnamese hospitality industry. The dataset investigates the influence of perceived corporate social responsibility and ethical leadership on pro-environmental behaviors of employees at the workplace.
DOI: 10.17632/xdzwmzgsff
title: How Terrain Geometry and Environmental Instability Shape Precipitation in Mountain-Crossing Mesoscale Convective Systems

description: The dataset was created to enable public access to the numerical simulation results used in the manuscript “How Terrain Geometry and Environmental Instability Shape Precipitation in Mountain-Crossing Mesoscale Convective Systems” by Fan Wu and Kelly Lombardo. This work was supported by the Atmospheric Radiation Measurement (ARM) User Facility (DOE Office of Science) under DE-SC0022913, and by the National Science Foundation under AGS-2002660.

The files include model output from multiple numerical experiments described in the paper, designed to isolate the effects of terrain geometry and environmental instability on precipitation in mountain-crossing mesoscale convective systems. All the simulation data was output from Cloud Model 1 (CM1) version 20.3 and post-processed for plotting figures in our research article.

Files in CTRL are the y-averaged simulation data for the control experiments initialized by the observed sounding from the Villa Dolores site (S1) at 0000 UTC on 15 March 2019 during the Cloud, Aerosol, and Complex Terrain Interactions (CACTI) field campaign. In the CTRL files, various bell-shaped terrains were configured for the sensitivity of terrain geometry, including mountain width of 50, 100, and 150 km, and crest height of 2.0, 2.5, and 3.0 km. 

In the other set of sensitivity experiments of environmental instability, we tested initial CAPE values of 1500, 2000, 2500, and 3000 J/kg for each mountain geometry. The corresponding simulation data can be found in the folders of H20W50, H20W100, H20W150, H25W50, H25W100, H25W150, H30W50, H30W100, and H30W150, and each compressed file includes four netCDF files for the four different initial CAPE values.

The folder named "Precipitation data" contains the post-processed rainfall data used to produce the figures in the paper.

For more information or any questions about the data and our research, please contact Fan Wu (wufan.iap.cas@outlook.com) . 

Due to the limitation of upload (10 Gb), only precipitation data and CTRL were uploaded. More simulation data can be generated by the model and sounding data uploaded to the folder of Model.
DOI: 10.17632/xdzwmzgsff.1
title: How Terrain Geometry and Environmental Instability Shape Precipitation in Mountain-Crossing Mesoscale Convective Systems

description: The dataset was created to enable public access to the numerical simulation results used in the manuscript “How Terrain Geometry and Environmental Instability Shape Precipitation in Mountain-Crossing Mesoscale Convective Systems” by Fan Wu and Kelly Lombardo. This work was supported by the Atmospheric Radiation Measurement (ARM) User Facility (DOE Office of Science) under DE-SC0022913, and by the National Science Foundation under AGS-2002660.

The files include model output from multiple numerical experiments described in the paper, designed to isolate the effects of terrain geometry and environmental instability on precipitation in mountain-crossing mesoscale convective systems. All the simulation data was output from Cloud Model 1 (CM1) version 20.3 and post-processed for plotting figures in our research article.

Files in CTRL are the y-averaged simulation data for the control experiments initialized by the observed sounding from the Villa Dolores site (S1) at 0000 UTC on 15 March 2019 during the Cloud, Aerosol, and Complex Terrain Interactions (CACTI) field campaign. In the CTRL files, various bell-shaped terrains were configured for the sensitivity of terrain geometry, including mountain width of 50, 100, and 150 km, and crest height of 2.0, 2.5, and 3.0 km. 

In the other set of sensitivity experiments of environmental instability, we tested initial CAPE values of 1500, 2000, 2500, and 3000 J/kg for each mountain geometry. The corresponding simulation data can be found in the folders of H20W50, H20W100, H20W150, H25W50, H25W100, H25W150, H30W50, H30W100, and H30W150, and each compressed file includes four netCDF files for the four different initial CAPE values.

The folder named "Precipitation data" contains the post-processed rainfall data used to produce the figures in the paper.

For more information or any questions about the data and our research, please contact Fan Wu (wufan.iap.cas@outlook.com) . 

Due to the limitation of upload (10 Gb), only precipitation data and CTRL were uploaded. More simulation data can be generated by the model and sounding data uploaded to the folder of Model.
DOI: 10.17632/w29g66ky9k
title: Mechanical data for: High temperature friction and strength of felsite and basalt: Implications for supercritical EGS at Krafla, Iceland

description: All mechanical data of the examined felsite and basalt rocks are provided in ASCII dat files, and each data set is given a separate folder. Sample number, temperature and confining pressure (for saw-cut samples) is indicated by the folder names. In every file, the first column is strain (in %) and the second column is stress (in MPa) of deformed solid and saw-cut samples of felsite and basalt. For deformation of the solid rocks, we used a confining pressure of 50 MPa. Every sample was deformed at a constant axial displacement velocity of around 60 µm/min. The initial sample dimensions are 10 x 20 mm.
DOI: 10.17632/w29g66ky9k.1
title: Mechanical data for: High temperature friction and strength of felsite and basalt: Implications for supercritical EGS at Krafla, Iceland

description: All mechanical data of the examined felsite and basalt rocks are provided in ASCII dat files, and each data set is given a separate folder. Sample number, temperature and confining pressure (for saw-cut samples) is indicated by the folder names. In every file, the first column is strain (in %) and the second column is stress (in MPa) of deformed solid and saw-cut samples of felsite and basalt. For deformation of the solid rocks, we used a confining pressure of 50 MPa. Every sample was deformed at a constant axial displacement velocity of around 60 µm/min. The initial sample dimensions are 10 x 20 mm.
DOI: 10.17632/xpxspd7f2b
title: Behrens, Kichko, Ushchev - Intersectoral demand linkages: Good shocks, bad outcomes? - Journal of International Economics, 2026

description: This is the Mathematica notebook to generates Figures 1 and 2 in the paper "Intersectoral demand linkages: Good shocks, bad outcomes?" (Behrens, Kichko, Ushchev ), forthcoming in the Journal of International Economics, 2026
DOI: 10.17632/xpxspd7f2b.1
title: Behrens, Kichko, Ushchev - Intersectoral demand linkages: Good shocks, bad outcomes? - Journal of International Economics, 2026

description: This is the Mathematica notebook to generates Figures 1 and 2 in the paper "Intersectoral demand linkages: Good shocks, bad outcomes?" (Behrens, Kichko, Ushchev ), forthcoming in the Journal of International Economics, 2026
DOI: 10.17632/t5vrdz38jg
title: Tectono-Thermal History and Hydrocarbon Accumulation Stages of the Carboniferous Huanglong Formation in the Eastern Sichuan Basin

description: The data set is the homogenization temperature test results of fluid inclusions in the Carboniferous Huanglong Formation reservoir in the Eastern Sichuan Basin, including 12 samples from 4 wells. The experiment was completed in the Exploration and Development Research Institute of Zhongyuan Oilfield, Sinopec. The LINKAM THMS600 cold and hot table was used to test the temperature of mineral fluid inclusions in EJ / T 1105-1999. The test was carried out at 20 °C and 40 % humidity. The experimental steps and technical requirements strictly abide by the industry standards.
DOI: 10.17632/t5vrdz38jg.1
title: Tectono-Thermal History and Hydrocarbon Accumulation Stages of the Carboniferous Huanglong Formation in the Eastern Sichuan Basin

description: The data set is the homogenization temperature test results of fluid inclusions in the Carboniferous Huanglong Formation reservoir in the Eastern Sichuan Basin, including 12 samples from 4 wells. The experiment was completed in the Exploration and Development Research Institute of Zhongyuan Oilfield, Sinopec. The LINKAM THMS600 cold and hot table was used to test the temperature of mineral fluid inclusions in EJ / T 1105-1999. The test was carried out at 20 °C and 40 % humidity. The experimental steps and technical requirements strictly abide by the industry standards.
DOI: 10.15468/dl.awzs5x
title: Occurrence Download

description: A dataset containing 24850 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gastrotricha"
 ]
}

 The dataset includes 24850 records from 251 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012310-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tjzsbph49x.1
title: Real-World IQ Dataset for Automatic Radio Modulation Recognition under Multipath Channels

description: This dataset contains real-world complex baseband (IQ) radio signal samples intended for training and evaluation of machine learning and deep learning models for automatic modulation recognition (AMR).

The dataset includes seven modulation types: BPSK, QPSK, QAM, GMSK, OFDM, NBFM, and WBFM. Signals were captured under both clean (line-of-sight) and multipath propagation conditions and generated across multiple signal-to-noise ratio (SNR) levels ranging from 20 dB to 30 dB.

All signals are segmented into fixed-length frames of 1024 IQ samples and stored in HDF5 format. Each frame is annotated with modulation type, channel condition (clean or multipath), and SNR value. The dataset is suitable for benchmarking modulation classification performance, robustness analysis under channel impairments, and reproducible research in wireless signal processing and cognitive radio.

Baseline deep learning experiments using a convolutional neural network (CNN) are provided, demonstrating classification accuracy of approximately 83% on the test set.
DOI: 10.15468/dl.wryq3a
title: Occurrence Download

description: A dataset containing 991 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia oleifera",
 "Year 2000-2026"
 ]
}

 The dataset includes 991 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012311-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18260251
title: UrduReason-Eval: An Urdu Reasoning Evaluation Dataset

description: An evaluation-only dataset of 800 Urdu reasoning and arithmetic questionsdesigned to benchmark Urdu Large Language Models. The dataset focuses onUrdu language understanding rather than advanced mathematical difficulty.
DOI: 10.5281/zenodo.18260252
title: UrduReason-Eval: An Urdu Reasoning Evaluation Dataset

description: An evaluation-only dataset of 800 Urdu reasoning and arithmetic questionsdesigned to benchmark Urdu Large Language Models. The dataset focuses onUrdu language understanding rather than advanced mathematical difficulty.
DOI: 10.15468/dl.8ptjq6
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pharbitis nil"
 ]
}

 The dataset includes 768 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012312-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/fcbx8nc5w3.2
title: Green transmission or greenwashing? The spillover effects of customers’ ESG comment letters in supply chain

description: README: Replication Package 
Paper Title
Green transmission or greenwashing? The spillover effect of customers’ ESG comment letters in supply chain
Authors:
Ruiqian Li 
(School of Economics and Business Administration, Heilongjiang University)
Xiaoxuan Tang
(School of Economics and Business Administration, Heilongjiang University)
Jihui Dong
(School of Economics and Business Administration, Heilongjiang University)
Ma Zhong 
(School of Economics and Management, Nanjing Forestry University)

Date: January 12, 2026
DOI: 10.17632/yszgcxtgd3
title: Savanna mercury cycling diverges from forests isotope evidence for arid-climate control on source mixing and emission suppression_data

description: Mercury isotopic composition of soil, vegetation, atmosphere, rainfall and throughfall.
DOI: 10.18738/t8/7rxoaw
title: Quarry Blasts catalog for Salles et al. (2025) "Seismic Amplitude Attenuation from Quarry Blasts in the Dallas - Fort Worth Area"

description: This dataset contains a catalog of quarry blasts in the Dallas–Fort Worth area from 2016 to 2024, used in the study "Seismic Amplitude Attenuation from Quarry Blasts in the Dallas–Fort Worth Area".
description: The event magnitudes were determined using the TexNet ML method (Kavoura et al., 2020) and do not directly correlate with the explosive load or the effective energy released. All blast events have been manually reviewed, with their depth fixed at 0 km. Origin times are given in UTC rather than local time. Locations were not fixed to the quarry sites; instead, they were determined by inverting travel time data using the IASP91 velocity model.

For the stations spreadsheet, the columns are: Station (station name including network), Instrument (sensor information), SPS (samples per second, in Hz), Min.Dist and Max. Dist (minimum/maximum epicentral distance recorded by the station), and Start and End (dates when the station started and stopped operating, in UTC).
DOI: 10.17632/yszgcxtgd3.1
title: Savanna mercury cycling diverges from forests isotope evidence for arid-climate control on source mixing and emission suppression_data

description: Mercury isotopic composition of soil, vegetation, atmosphere, rainfall and throughfall.
DOI: 10.17632/sdydm475j6
title: Low-Concentration-Salt Induced Crosslinked Solid-Polymer Electrolytes for Li-Air Batteries with High Current Density Performance

description: data for Paper
DOI: 10.17632/sdydm475j6.1
title: Low-Concentration-Salt Induced Crosslinked Solid-Polymer Electrolytes for Li-Air Batteries with High Current Density Performance

description: data for Paper
DOI: 10.15468/dl.77wwxk
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pharbitis indica"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012313-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.