cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pz9s57jy4c.2
title: Raw research data to the article entitled "Redox-active low transition temperature mixtures of propylene glycol and iodide salts as electrolytes for hybrid electrochemical capacitors"

description: This dataset contains Raw Data from Publication entitled: “Redox-active low transition temperature mixtures of propylene glycol and iodide salts as electrolytes for hybrid electrochemical capacitors” by Aleksandra A. Mroziewicz, Rafał Jurczkowski, Jerzy Antonowicz, Grażyna Zofia Żukowska, Magdalena Skunik-Nuckowska published in Electrochimica Acta. The data are provided in Excel files and correspond to all figures presented in the article and a Read Me file with detailed description.
Abstract:
This work reports the first synthesis and systematic investigation of redox-active low-transition-temperature mixtures based on propylene glycol and iodide salts containing different monovalent cations (Li⁺, Na⁺, K⁺, NH4⁺), and evaluates their application as electrolytes for hybrid electrochemical capacitors. It is shown that unlike iodide–ethylene glycol systems classified as deep eutectic solvents, these liquids undergo vitrification rather than classical crystallization. Extensive hydrogen-bonding interactions enable them to remain liquid down to −90 °C while providing efficient ion transport and electroactive iodide species. Comprehensive spectroscopic, thermal, and ionic transport characterization reveals a strong dependence of these properties on the cation type. Mixtures containing larger, weakly solvated cations exhibit the highest ionic conductivity (1.2 mS cm⁻¹) and the lowest viscosity 
(51.6 mPa s), following the trend K⁺ &gt; NH4⁺ &gt; Na⁺ &gt; Li⁺. 
 Electrochemical evaluation over 0–80 °C showed that the KI:propylene glycol-based capacitor exhibits the most balanced performance, delivering a room-temperature capacitance and specific energy of 40.9 F g⁻¹ and 12.8 Wh kg⁻¹, respectively, and 6.0 Wh kg⁻¹ during a 60 s discharge at 0 °C, outperforming Li⁺- and Na⁺-based analogues (2.7–3.3 Wh kg⁻¹). Long-term cycling tests showed good stability for all alkali metal-based electrolytes, exemplified by the K⁺-based system (78 % capacitance retention, ~84 % coulombic efficiency over 10,000 cycles at 1.5 V), while NH₄⁺-containing mixtures degraded due to ammonium ion decomposition.These results establish these mixtures as a new, sustainable class of redox-active electrolytes and provide quantitative guidelines
DOI: 10.17632/266wjv53gd
title: Dataset - integrative review "From Episteme to Phronesis"

description: The dataset was compiled through an integrative review, a methodology chosen for its ability to provide a holistic synthesis of diverse sources and methodologies to inform professional practice. It moves from the review question: How does the use of AI impact the development of digital citizenship among university professors? 
The central hypothesis of this research is that while Artificial Intelligence (AI) acts as a revolutionary catalyst in higher education, mere technical AI literacy is an insufficient condition for meaningful pedagogical transformation. The study posits that for university faculty to become effective models in an AI-mediated society, they must undergo an identity shift toward Digital Citizenship (DC). The research specifically explores how AI use impacts this developmental trajectory, moving from theoretical knowledge (episteme) to practical wisdom (phronesis).
DOI: 10.17632/266wjv53gd.2
title: Dataset - integrative review "From Episteme to Phronesis"

description: The dataset was compiled through an integrative review, a methodology chosen for its ability to provide a holistic synthesis of diverse sources and methodologies to inform professional practice. It moves from the review question: How does the use of AI impact the development of digital citizenship among university professors? 
The central hypothesis of this research is that while Artificial Intelligence (AI) acts as a revolutionary catalyst in higher education, mere technical AI literacy is an insufficient condition for meaningful pedagogical transformation. The study posits that for university faculty to become effective models in an AI-mediated society, they must undergo an identity shift toward Digital Citizenship (DC). The research specifically explores how AI use impacts this developmental trajectory, moving from theoretical knowledge (episteme) to practical wisdom (phronesis).
DOI: 10.17632/kjwshcs7zk
title: non-stationary porous media

description: This dataset introduces a two-dimensional slice dataset of non-stationary porous media. Each group consists of 128 data slices with a resolution of 128×128, and there are 11 groups in total. The dataset mainly includes asphalt data and tight sandstone materials.
Another compressed package contains images of **stationary porous media**. Similar to the non-stationary porous media mentioned above, it includes multiple groups of data. Meanwhile, it covers a **wider range of porosity** and has more applications. Generally, the experimental performance is relatively better with higher porosity.
DOI: 10.17632/kjwshcs7zk.1
title: non-stationary porous media

description: This dataset introduces a two-dimensional slice dataset of non-stationary porous media. Each group consists of 128 data slices with a resolution of 128×128, and there are 11 groups in total. The dataset mainly includes asphalt data and tight sandstone materials.
Another compressed package contains images of **stationary porous media**. Similar to the non-stationary porous media mentioned above, it includes multiple groups of data. Meanwhile, it covers a **wider range of porosity** and has more applications. Generally, the experimental performance is relatively better with higher porosity.
DOI: 10.17632/pz3w73vtf2
title: Replication Code/Data for Frame, Gerardi, Mayer, Xu, Zhao FHA Litigation

description: This directory contains all of the Stata code used to produce the exhibits in "Government Litigation Risk and the Decline in Low-Income Mortgage
Lending" by Frame, Gerardi, Mayer, Xu, and Zhao, published in the Journal of Financial Economics. The main HMDA dataset used in the paper is included in this directory, however supplementary FHA/HUD administrative data used in a few exhibits is not included because it was provided by HUD to the Federal Reserve Bank of Atlanta with the stipulation that it cannot be posted on a public website. There is code included that creates a pseudo dataset and constructs (fake versions of) the relevant exhibits.
DOI: 10.17632/pz3w73vtf2.1
title: Replication Code/Data for Frame, Gerardi, Mayer, Xu, Zhao FHA Litigation

description: This directory contains all of the Stata code used to produce the exhibits in "Government Litigation Risk and the Decline in Low-Income Mortgage
Lending" by Frame, Gerardi, Mayer, Xu, and Zhao, published in the Journal of Financial Economics. The main HMDA dataset used in the paper is included in this directory, however supplementary FHA/HUD administrative data used in a few exhibits is not included because it was provided by HUD to the Federal Reserve Bank of Atlanta with the stipulation that it cannot be posted on a public website. There is code included that creates a pseudo dataset and constructs (fake versions of) the relevant exhibits.
DOI: 10.17632/fj5bc9vcp7
title: multiple sclerosis vocal fatigue
DOI: 10.17632/fj5bc9vcp7.1
title: multiple sclerosis vocal fatigue
DOI: 10.17632/4fvy4jywpm
title: Impacts of Fire Severity, Post-fire Time, Vegetation Type, and Soil Development Degree on Soil Biogeochemistry in the Mediterranean Region: A Meta-analysis

description: A systematic literature search was conducted in the Web of Science database to identify publications reporting the impacts of fire on soil nutrient elements in the Mediterranean region. The search was restricted to peer-reviewed articles published in English between January 1, 2015 and December 31, 2024 (the past 10 years). The keyword combinations included: (“Mediterranean” OR “Mediterranean basin”) AND (“fire” OR “wildfire” OR “prescribed burning”) AND (“soil” OR “soil properties” OR “soil nutrient” OR “nutrient”). Studies were included based on the following criteria:
(a) Wildfires or prescribed burnings in natural ecosystems, with data including both burned sites and unburned control sites;
(b) Absence of concurrent confounding disturbances during fire events, such as precipitation, post-fire salvage logging, or grazing;
(c) Restricted to surface soil data (as this horizon is both the most intensively sampled in the literature and the most immediately affected by fire, usually the O horizon and A horizon);
(d) Sufficient sample size (n ≥ 3). Data can be directly extracted from figures, tables, or text, including means and standard deviations or other data from which standard deviations can be calculated;
(e) Exclude meta-analyses and review articles to ensure primary data sources.
DOI: 10.17632/4fvy4jywpm.1
title: Impacts of Fire Severity, Post-fire Time, Vegetation Type, and Soil Development Degree on Soil Biogeochemistry in the Mediterranean Region: A Meta-analysis

description: A systematic literature search was conducted in the Web of Science database to identify publications reporting the impacts of fire on soil nutrient elements in the Mediterranean region. The search was restricted to peer-reviewed articles published in English between January 1, 2015 and December 31, 2024 (the past 10 years). The keyword combinations included: (“Mediterranean” OR “Mediterranean basin”) AND (“fire” OR “wildfire” OR “prescribed burning”) AND (“soil” OR “soil properties” OR “soil nutrient” OR “nutrient”). Studies were included based on the following criteria:
(a) Wildfires or prescribed burnings in natural ecosystems, with data including both burned sites and unburned control sites;
(b) Absence of concurrent confounding disturbances during fire events, such as precipitation, post-fire salvage logging, or grazing;
(c) Restricted to surface soil data (as this horizon is both the most intensively sampled in the literature and the most immediately affected by fire, usually the O horizon and A horizon);
(d) Sufficient sample size (n ≥ 3). Data can be directly extracted from figures, tables, or text, including means and standard deviations or other data from which standard deviations can be calculated;
(e) Exclude meta-analyses and review articles to ensure primary data sources.
DOI: 10.7910/dvn/spddce
title: AGEL HST Observations

description: Reduced images of gravitational lenses from Hubble Space Telescope progarms: 
- 16773 (PI Glazebrook) with WFC3 filters F200LP, F140W 
- 17307 (PI Tran) with ACS filter F606W (ongoing as of Jan. 2026)
- 15867 (PI Huang) with WFC3 filter F140W

For targets with coverage in more than one filter, we include mock RGB color images.
DOI: 10.17632/b4bb6xy6tc
title: Best practices for interpretation and management of common laboratory abnormalities in dermatology. Part I. Tables. 2.11

description: Best practices for interpretation and management of common laboratory abnormalities in dermatology. Part I. Tables.
DOI: 10.17632/b4bb6xy6tc.1
title: Best practices for interpretation and management of common laboratory abnormalities in dermatology. Part I. Tables. 2.11

description: Best practices for interpretation and management of common laboratory abnormalities in dermatology. Part I. Tables.
DOI: 10.17632/vngpbcf7c2
title: Ingestion and retention of biodegradable vs. non-biodegradable microplastics in a tropical coral reef fish: The role of chemical and physical characteristics

description: This dataset contains experimental measurements from a study investigating the ingestion and retention of biodegradable and non-biodegradable microplastics (MPs) in juvenile tropical reef fish, Acanthochromis polyacanthus. The study assessed how polymer type (polystyrene vs. polycaprolactone), particle shape (films vs. fragments), size (100–400 μm), and colour (transparent vs. blue) influence MP ingestion preferences and gastrointestinal transit time (GTT).

Data include:
Individual fish identifiers and characteristics (e.g., weight, size)
Type, shape, size, and colour of MPs offered
Quantity and type of MPs ingested per fish after 2 h exposure
Gastrointestinal transit time and depuration rate of MPs over 72 h
Observed ingestion patterns and depuration dynamics for each polymer type
The dataset supports the findings reported in: “Ingestion and retention of biodegradable vs. non-biodegradable microplastics in a tropical coral reef fish: The role of chemical and physical characteristics”, Marine Pollution Bulletin, MPB 119346.

These data provide detailed information for understanding how polymer-specific physical traits influence ingestion and retention in reef fish, offering a valuable resource for replication studies, meta-analyses, and further research on microplastic pollution and the evaluation of biodegradable plastics.
DOI: 10.17632/vngpbcf7c2.1
title: Ingestion and retention of biodegradable vs. non-biodegradable microplastics in a tropical coral reef fish: The role of chemical and physical characteristics

description: This dataset contains experimental measurements from a study investigating the ingestion and retention of biodegradable and non-biodegradable microplastics (MPs) in juvenile tropical reef fish, Acanthochromis polyacanthus. The study assessed how polymer type (polystyrene vs. polycaprolactone), particle shape (films vs. fragments), size (100–400 μm), and colour (transparent vs. blue) influence MP ingestion preferences and gastrointestinal transit time (GTT).

Data include:
Individual fish identifiers and characteristics (e.g., weight, size)
Type, shape, size, and colour of MPs offered
Quantity and type of MPs ingested per fish after 2 h exposure
Gastrointestinal transit time and depuration rate of MPs over 72 h
Observed ingestion patterns and depuration dynamics for each polymer type
The dataset supports the findings reported in: “Ingestion and retention of biodegradable vs. non-biodegradable microplastics in a tropical coral reef fish: The role of chemical and physical characteristics”, Marine Pollution Bulletin, MPB 119346.

These data provide detailed information for understanding how polymer-specific physical traits influence ingestion and retention in reef fish, offering a valuable resource for replication studies, meta-analyses, and further research on microplastic pollution and the evaluation of biodegradable plastics.
DOI: 10.17632/9vf9494sdb
title: Embedded-FBG ultrasonic sensing: interrogator configuration comparison

description: This dataset contains time-domain measurements of ultrasonic responses detected by an embedded fiber Bragg grating (FBG) sensor inside a resin cylindrical specimen. The specimen contains two embedded piezoelectric transducers (PZTs) located at both ends for ultrasonic actuation and reception, and one FBG centered along the cylinder axis (nominal Bragg wavelength λB ≈ 1551.2 nm). The PZT actuation is driven by an arbitrary waveform generator (AWG) and electrical amplifier and is time-synchronized with optical acquisition.

The goal of the dataset is to compare the measured electrical outputs obtained from multiple FBG interrogator configurations, including two baseline layouts: (a) broadband light source (BLS) + EDFA + optical circulator + embedded FBG + tunable optical filter + photodiode1, and (b) tunable laser source + optical circulator + embedded FBG + optical attenuator + photodiode2, as well as additional variants formed by combining/removing components (e.g., with/without optical amplification, with/without tunable filter).

Data organization: All files are contained under the top-level folder “Optical_FBG_Interrogator_Measurements_Datasets/”, which includes five acquisition groups “DataSet1/” to “DataSet5/”. Each DataSet folder contains (i) “PZT_TX” and “PZT_RX” (electrical oscilloscope traces of actuator drive and received PZT response), (ii) multiple Excel-compatible time-series files corresponding to different interrogator configurations (photodiode/acquisition output), and (iii) supporting metadata such as “Configuration” (text file; includes key settings when available, e.g., laser wavelength, embedded FBG Bragg wavelength, filter center wavelength, oscilloscope sampling/record settings, averaging) and “Actuation_Direction” (image). Some datasets also include the AWG waveform file (e.g., “generated_sine_hamming.arb”) and/or additional subfolders (e.g., tunable-laser related auxiliary data).

File naming convention (within each DataSet): configuration files encode the optical chain using compact tags. Common prefixes include “BLS_” for broadband-source-based interrogation and “TunableLaser_” or “TL_*” for tunable-laser-based interrogation. Mid-tags such as “Amp/NoAmp” indicate whether optical amplification (e.g., EDFA stage) was enabled; tags such as “Filter/TF/NoFilter/OF” indicate whether a tunable optical filter (or related filter condition) was present/enabled. Suffixes such as “_PD1” and “_PD2” indicate the photodiode/acquisition path used. Filenames starting with “NoSource/NoBLS/NoLightSource” correspond to control measurements with optical illumination disabled (background/noise reference).
DOI: 10.17632/9vf9494sdb.1
title: Embedded-FBG ultrasonic sensing: interrogator configuration comparison

description: This dataset contains time-domain measurements of ultrasonic responses detected by an embedded fiber Bragg grating (FBG) sensor inside a resin cylindrical specimen. The specimen contains two embedded piezoelectric transducers (PZTs) located at both ends for ultrasonic actuation and reception, and one FBG centered along the cylinder axis (nominal Bragg wavelength λB ≈ 1551.2 nm). The PZT actuation is driven by an arbitrary waveform generator (AWG) and electrical amplifier and is time-synchronized with optical acquisition.

The goal of the dataset is to compare the measured electrical outputs obtained from multiple FBG interrogator configurations, including two baseline layouts: (a) broadband light source (BLS) + EDFA + optical circulator + embedded FBG + tunable optical filter + photodiode1, and (b) tunable laser source + optical circulator + embedded FBG + optical attenuator + photodiode2, as well as additional variants formed by combining/removing components (e.g., with/without optical amplification, with/without tunable filter).

Data organization: All files are contained under the top-level folder “Optical_FBG_Interrogator_Measurements_Datasets/”, which includes five acquisition groups “DataSet1/” to “DataSet5/”. Each DataSet folder contains (i) “PZT_TX” and “PZT_RX” (electrical oscilloscope traces of actuator drive and received PZT response), (ii) multiple Excel-compatible time-series files corresponding to different interrogator configurations (photodiode/acquisition output), and (iii) supporting metadata such as “Configuration” (text file; includes key settings when available, e.g., laser wavelength, embedded FBG Bragg wavelength, filter center wavelength, oscilloscope sampling/record settings, averaging) and “Actuation_Direction” (image). Some datasets also include the AWG waveform file (e.g., “generated_sine_hamming.arb”) and/or additional subfolders (e.g., tunable-laser related auxiliary data).

File naming convention (within each DataSet): configuration files encode the optical chain using compact tags. Common prefixes include “BLS_” for broadband-source-based interrogation and “TunableLaser_” or “TL_*” for tunable-laser-based interrogation. Mid-tags such as “Amp/NoAmp” indicate whether optical amplification (e.g., EDFA stage) was enabled; tags such as “Filter/TF/NoFilter/OF” indicate whether a tunable optical filter (or related filter condition) was present/enabled. Suffixes such as “_PD1” and “_PD2” indicate the photodiode/acquisition path used. Filenames starting with “NoSource/NoBLS/NoLightSource” correspond to control measurements with optical illumination disabled (background/noise reference).
DOI: 10.25810/c862-0e81.94
title: US Television Coverage of Climate Change or Global Warming, 2000-2026 - January 2026

description: The Media and Climate Change Observatory Data monitors 131 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.5281/zenodo.17724411
title: Assessing supply diversification for food system resilience DATA

description: A repository for storing the source code and raw data for the Dietary Sourcing Flexibility Indicator (DSFI).
DOI: 10.5281/zenodo.18611845
title: Assessing supply diversification for food system resilience DATA

description: A repository for storing the source code and raw data for the Dietary Sourcing Flexibility Indicator (DSFI).
DOI: 10.17632/44bb9wz59m.3
title: Wet yet reduced: The conundrum of magmatic water and fO2 in porphyry Sn-(W) system

description: Data for: Wet yet reduced: The conundrum of magmatic water and fO2 in porphyry Sn-(W) system
DOI: 10.17632/phtnwgtknm
title: Data for Tabova Warnock Treasuries

description: replication files for Tabova Warnock Treasuries paper
DOI: 10.17632/phtnwgtknm.1
title: Data for Tabova Warnock Treasuries

description: replication files for Tabova Warnock Treasuries paper
DOI: 10.17632/2ngm848wyh
title: Productivity Spillover Effects of Participation in Global Value Chains and FDI Inflows

description: Replication file for Sung Hyun Son and Young-Han Kim (2025). Productivity Spillover Effects of Participation in Global Value Chains and FDI Inflows Economic Modelling
DOI: 10.17632/2ngm848wyh.3
title: Productivity Spillover Effects of Participation in Global Value Chains and FDI Inflows

description: Replication file for Sung Hyun Son and Young-Han Kim (2025). Productivity Spillover Effects of Participation in Global Value Chains and FDI Inflows Economic Modelling
DOI: 10.17632/w48msjz2v5.1
title: Survery Data on Urban Roaming and Place Attachment in Community Tourism

description: This dataset consists of questionnaire survey data related to urban roaming and community urban tourism, used for structural equation modeling (SEM) analysis to examine the relationships among place attachment, physical environment, in-person experience sharing, electronic word-of-mouth, and travel intention.
It contains three files:
Raw questionnaire data in SPSS format.
Data standardized for model analysis.
AMOS model file (.amw) used for path analysis and hypothesis testing.
Data were collected through formal questionnaires. Variables include place attachment (place identity, place dependence), physical environment, in-person experience sharing, electronic word-of-mouth, and travel intention. Data standardization was performed to facilitate normality tests and model fitting.
The data can be directly imported into SPSS and AMOS for result replication, statistical analysis, or related tourism behavior studies.
DOI: 10.5281/zenodo.17467924
title: Human dlPFC snRNAseq dataset

description: Summary single nucleus annotated dataset from: Uncovering the Signatures of Aging and Senescence in the Human Dorsolateral Prefrontal Cortex (Sloan, Mares and Daly et al. 2025)
DOI: 10.5281/zenodo.17467925
title: Human dlPFC snRNAseq dataset

description: Summary single nucleus annotated dataset from: Uncovering the Signatures of Aging and Senescence in the Human Dorsolateral Prefrontal Cortex (Sloan, Mares and Daly et al. 2025)
DOI: 10.17632/ghrhr7nddg
title: Research data on suction bucket foundation

description: Research data on suction bucket foundation, porosity ratio generated through subroutines, and suction response of suction bucket foundation at different aspect ratios
DOI: 10.17632/ghrhr7nddg.1
title: Research data on suction bucket foundation

description: Research data on suction bucket foundation, porosity ratio generated through subroutines, and suction response of suction bucket foundation at different aspect ratios