cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31200031.v1
title: LC-MS/MS analysis sequence data

description: Male C57BL/6J mice (6-8 weeks old, purchased from Nanjing Jisihuiyuan Biotechnology Co., Ltd.) were housed under constant temperature and humidity conditions (22 ± 1℃ , 55 ± 10% humidity, 12 h light/dark cycle), with free access to water. Animals were fasted for 12 h prior to dosing. Twenty-four mice were randomly divided into eight groups (n=3) and administered intraperitoneal (IP) injections of SPAM1 solution (100 μmol/kg) dissolved in physiological saline. Blood and brain tissue samples were collected at 10 min, 0.5 h, 1 h, 2 h, 4 h, 6 h, 8 h, and 24 h post-administration. Blood collection: Approximately 200 μL whole blood was collected via the orbital venous plexus into EDTA-K2 anticoagulant tubes. After gentle mixing, plasma was separated by centrifugation (8000 rpm, 5 min, 4℃). Brain tissue collection: Following euthanasia, brain tissue was immediately removed, rinsed with physiological saline, blotted dry with filter paper, rapidly frozen in liquid nitrogen, and stored at -80℃.Plasma Samples: 30 μL of plasma was vortex-mixed with 120 μL of acetonitrile solution containing the internal standard (IS; m/z 455.2/165.0) for 3 min, followed by centrifugation (12,000 rpm, 5 min, 4℃). Transfer 80 μL supernatant and dilute with 40 μL 50% acetonitrile aqueous solution. Brain Tissue Samples: the tissue was homogenized in 5 volumes of 30% acetonitrile in water using a frozen tissue grinder. Subsequently, 30 μL of the homogenate was processed in an identical manner to the plasma samples.Quantification of SPAM1 was performed using an ExionLC-AD system coupled with an API 4000 mass spectrometer (SCIEX) operating in positive ion multiple reaction monitoring (MRM) mode. Chromatographic separation was achieved on an ACE Excel SC18 column (50 × 3.0 mm). The mobile phase consisted of (A) 0.1% formic acid in water and (B) acetonitrile, delivered at a flow rate of 0.3 mL/min. The gradient program was as follows: 0-0.2 min, 20% B; 1-2.2 min, 95% B; 2.21-3 min, 20% B. The mass spectrometric parameters were set as follows: monitor ion transitions for SPAM1 (366.1 → 214.8) and IS (455.2 → 165.0); ion spray voltage: 5500 V; temperature: 500℃.Using Phoenix WinNonlin 8.1 software, non-compartmental models were employed to calculate pharmacokinetic parameters, including C<sub>max</sub>, T<sub>max</sub>, AUC<sub>last</sub>, AUC<sub>infinite</sub>, AUC<sub>%</sub><sub>Extrap</sub>, T<sub>1/2</sub>, CL, and V<sub>ss</sub>.
DOI: 10.15468/dl.98zhsh
title: Occurrence Download

description: A dataset containing 1603 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aulonemia",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1603 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001378-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17608/k6.auckland.25656399
title: 5.10 The influence of nonverbal behaviour or unconscious facial expressions on student performance

description: This video illustrates the impact that a teacher’s nonverbal cues—such as a stern facial expression or a shift in demeanour—can have on a student’s emotional safety and musical performance. In the clip, one student explicitly describes feeling “scared,” a sentiment that manifests physically as tension while playing. These subtle cues can unintentionally transmit high expectations or perceived disapproval, creating significant tension for sensitive learners.In a reflective journal entry, the teacher-researcher captures a candid moment of self-observation and subsequent pedagogical adjustment after reviewing lesson videos and student feedback. By implementing more attentive individual practice portfolios, the teacher combines formative assessments—focusing on growth, effort, and incremental improvements—with summative evaluations. This serves as a powerful example of regular reflective practice in piano pedagogy: it demonstrates how teacher self-awareness and responsiveness to emotional cues foster a safer, more motivating environment that enhances both technical progress and musical confidence.This video forms part of a broader research project investigating the development of coordinated movement in piano performance, with applications in piano pedagogy, injury prevention, and performance enhancement.
DOI: 10.17608/k6.auckland.25656399.v1
title: 5.10 The influence of nonverbal behaviour or unconscious facial expressions on student performance

description: This video illustrates the impact that a teacher’s nonverbal cues—such as a stern facial expression or a shift in demeanour—can have on a student’s emotional safety and musical performance. In the clip, one student explicitly describes feeling “scared,” a sentiment that manifests physically as tension while playing. These subtle cues can unintentionally transmit high expectations or perceived disapproval, creating significant tension for sensitive learners.In a reflective journal entry, the teacher-researcher captures a candid moment of self-observation and subsequent pedagogical adjustment after reviewing lesson videos and student feedback. By implementing more attentive individual practice portfolios, the teacher combines formative assessments—focusing on growth, effort, and incremental improvements—with summative evaluations. This serves as a powerful example of regular reflective practice in piano pedagogy: it demonstrates how teacher self-awareness and responsiveness to emotional cues foster a safer, more motivating environment that enhances both technical progress and musical confidence.This video forms part of a broader research project investigating the development of coordinated movement in piano performance, with applications in piano pedagogy, injury prevention, and performance enhancement.
DOI: 10.15468/dl.jad6p5
title: Occurrence Download

description: A dataset containing 3301 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia mangium"
 ]
}

 The dataset includes 3301 records from 270 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001377-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.se6za8
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caragana arborescens",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 305 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049940-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/hbbkg-bzd17
title: Data for Zebrafish Night/Day Experiments in Chapter 4 of Thesis ("Investigations of Protein Synthesis Underlying Behavioral Phenomena in Zebrafish Using BONCAT Proteomics")
DOI: 10.15468/dl.mfh944
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Xenodermichthys copei (Gill, 1884)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((26.9648 19.8496,17.9648 19.8496,17.9648 10.8496,26.9648 10.8496,26.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010506-250525065834625/datasets/export for details.
DOI: 10.17632/kjv7bc96kt.1
title: Effects of Sea Buckthorn-Based Composite Reclamation Models on Soil Quality and Microbial Communities

description: Raw Data of Antaibao Open-pit Coal Mine
DOI: 10.17632/8gkbbvfx4x
title: Effects of aromatherapy on menopausal symptoms: a systematic review and meta-analysis

description: Processed data for a systematic review and meta‑analysis on the effects of aromatherapy on menopausal symptoms. 
The dataset contains standardized and harmonized data extracted from included studies. Adjustments were applied to handle shared control/intervention groups (Choi 2014, Darsareh 2012/Taavoni 2013, Döner 2024) and to convert MD/SE to Mean±SD (Döner 2024). All procedures follow Cochrane Handbook recommendations.
Complete methodological details, formulas, and traceable calculations are provided in the accompanying Excel file and a separate README sheet.
DOI: 10.15468/dl.zkv6x3
title: Occurrence Download

description: A dataset containing 1126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-73.90549 44.36802,-73.90736 44.36728,-73.90421 44.36418,-73.90074 44.36467,-73.89912 44.36766,-73.89739 44.36982,-73.90149 44.36967,-73.90227 44.36827,-73.90549 44.36802))",
 "OccurrenceStatus is Present",
 "StateProvince is New York",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1126 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007858-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8gkbbvfx4x.1
title: Effects of aromatherapy on menopausal symptoms: a systematic review and meta-analysis

description: Processed data for a systematic review and meta‑analysis on the effects of aromatherapy on menopausal symptoms. 
The dataset contains standardized and harmonized data extracted from included studies. Adjustments were applied to handle shared control/intervention groups (Choi 2014, Darsareh 2012/Taavoni 2013, Döner 2024) and to convert MD/SE to Mean±SD (Döner 2024). All procedures follow Cochrane Handbook recommendations.
Complete methodological details, formulas, and traceable calculations are provided in the accompanying Excel file and a separate README sheet.
DOI: 10.17632/6vwpwd5jwz
title: Eliminating anisotropy and unlocking ultra‑high strength in TA15 via in‑situ nitrogen microalloying during micro laser powder bed fusion

description: Eliminating anisotropy and unlocking ultra‑high strength in TA15 via in‑situ nitrogen microalloying during micro laser powder bed fusion
DOI: 10.15468/dl.a9c4xy
title: Occurrence Download

description: A dataset containing 7153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cypripedium calceolus, Cypripedium calceolus, Cypripedium calceolus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 7153 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007857-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6vwpwd5jwz.2
title: Eliminating anisotropy and unlocking ultra‑high strength in TA15 via in‑situ nitrogen microalloying during micro laser powder bed fusion

description: Eliminating anisotropy and unlocking ultra‑high strength in TA15 via in‑situ nitrogen microalloying during micro laser powder bed fusion
DOI: 10.17632/vs37f9ntnc
title: CUL4A promotes glycolytic metabolism of fibroblast-like synoviocytes by targeting FGF2 in rheumatoid arthritis

description: The central role in the pathogenesis of rheumatoid arthritis (RA) is played by fibroblast-like synoviocytes (FLS), which drive disease progression through aberrant proliferation, recruitment of inflammatory cells, and subsequent degradation of cartilage and bone. Cullin 4A (CUL4A) is an important member of the Cullin family, which is a scaffolding protein for the E3 ubiquitin ligase complex. In this study, we investigated the functional significance and molecular mechanisms of CUL4A in the pathogenesis of RA. We identified elevated CUL4A expression in synovial tissues, TNFα-stimulated FLS, and peripheral blood mononuclear cells from RA patients. Furthermore, CUL4A mRNA expression levels showed a positive correlation with both clinical disease activity and inflammatory markers in RA. Knockdown of CUL4A led to a marked suppression of both cytokine production and glycolytic metabolism in FLS in vitro. RNA sequencing analysis and validation revealed the PI3K/AKT pathway as a key mediator in this process, with a significant functional interaction between CUL4A and fibroblast growth factor 2 (FGF2). Furthermore, knocking down FGF2 significantly inhibited synovial inflammation in RA FLS. In vivo experiments, knocking down CUL4A significantly reduced synovial inflammation in K/BxN serum transfer-induced arthritis (STA) mice and inhibited glycolytic metabolism. In conclusion, our findings reveal that CUL4A, via FGF2 binding, initiates PI3K/AKT pathway signaling, fostering the glycolysis process and synovial inflammation. Consequently, CUL4A holds significant promise as a target for early intervention against this pathogenic cascade.
DOI: 10.17632/vs37f9ntnc.3
title: CUL4A promotes glycolytic metabolism of fibroblast-like synoviocytes by targeting FGF2 in rheumatoid arthritis

description: The central role in the pathogenesis of rheumatoid arthritis (RA) is played by fibroblast-like synoviocytes (FLS), which drive disease progression through aberrant proliferation, recruitment of inflammatory cells, and subsequent degradation of cartilage and bone. Cullin 4A (CUL4A) is an important member of the Cullin family, which is a scaffolding protein for the E3 ubiquitin ligase complex. In this study, we investigated the functional significance and molecular mechanisms of CUL4A in the pathogenesis of RA. We identified elevated CUL4A expression in synovial tissues, TNFα-stimulated FLS, and peripheral blood mononuclear cells from RA patients. Furthermore, CUL4A mRNA expression levels showed a positive correlation with both clinical disease activity and inflammatory markers in RA. Knockdown of CUL4A led to a marked suppression of both cytokine production and glycolytic metabolism in FLS in vitro. RNA sequencing analysis and validation revealed the PI3K/AKT pathway as a key mediator in this process, with a significant functional interaction between CUL4A and fibroblast growth factor 2 (FGF2). Furthermore, knocking down FGF2 significantly inhibited synovial inflammation in RA FLS. In vivo experiments, knocking down CUL4A significantly reduced synovial inflammation in K/BxN serum transfer-induced arthritis (STA) mice and inhibited glycolytic metabolism. In conclusion, our findings reveal that CUL4A, via FGF2 binding, initiates PI3K/AKT pathway signaling, fostering the glycolysis process and synovial inflammation. Consequently, CUL4A holds significant promise as a target for early intervention against this pathogenic cascade.
DOI: 10.17632/xr9kmy3gv3
title: Hungary quarterly economic dataset (Q1 2015–Q4 2024)

description: This dataset contains a quarterly macro-financial panel for Hungary covering the period Q1 2015–Q4 2024 (40 observations). It was constructed to support the empirical analysis in “Equity Risk Premium in Hungary’s Emerging Market: Evaluating Country Risk and Financial Dynamics” and is used to examine the drivers of Hungary’s equity risk premium (ERP).
The dataset includes the following variables: Equity Risk Premium (ERP), Expected Equity Return, GDP growth, inflation (CPI), short-term interest rate (Hungarian central bank base rate / 3-month benchmark), 10-year government bond yield, and the Global Volatility Index (VIX, quarterly average). All rates are expressed in percentage terms, while VIX is reported in index points.
The ERP is defined consistently with the empirical model as the difference between the expected equity return and the 10-year government bond yield (ERP = Expected Equity Return − 10Y Yield). Expected equity return is correspondingly constructed as the sum of ERP and the 10-year yield. This definitional relationship explains the strong valuation-based dynamics observed in the regression analysis.
Data were compiled from official and widely used sources, including the Hungarian Central Statistical Office (KSH), the Magyar Nemzeti Bank (MNB), the CBOE (VIX), and market-based calculations informed by Damodaran’s country risk framework. The dataset contains no missing values and is suitable for replication and further research on equity risk premia, sovereign risk, and valuation dynamics in emerging European markets.
DOI: 10.17632/xr9kmy3gv3.1
title: Hungary quarterly economic dataset (Q1 2015–Q4 2024)

description: This dataset contains a quarterly macro-financial panel for Hungary covering the period Q1 2015–Q4 2024 (40 observations). It was constructed to support the empirical analysis in “Equity Risk Premium in Hungary’s Emerging Market: Evaluating Country Risk and Financial Dynamics” and is used to examine the drivers of Hungary’s equity risk premium (ERP).
The dataset includes the following variables: Equity Risk Premium (ERP), Expected Equity Return, GDP growth, inflation (CPI), short-term interest rate (Hungarian central bank base rate / 3-month benchmark), 10-year government bond yield, and the Global Volatility Index (VIX, quarterly average). All rates are expressed in percentage terms, while VIX is reported in index points.
The ERP is defined consistently with the empirical model as the difference between the expected equity return and the 10-year government bond yield (ERP = Expected Equity Return − 10Y Yield). Expected equity return is correspondingly constructed as the sum of ERP and the 10-year yield. This definitional relationship explains the strong valuation-based dynamics observed in the regression analysis.
Data were compiled from official and widely used sources, including the Hungarian Central Statistical Office (KSH), the Magyar Nemzeti Bank (MNB), the CBOE (VIX), and market-based calculations informed by Damodaran’s country risk framework. The dataset contains no missing values and is suitable for replication and further research on equity risk premia, sovereign risk, and valuation dynamics in emerging European markets.
DOI: 10.17632/fm8jfmk855
title: Replication Package for article "A Co-Jump Network Approach to Systemic Risk Measurement: Evidence from the U.S. Financial Market"

description: Replication Package for article "A Co-Jump Network Approach to Systemic Risk Measurement: Evidence from the U.S. Financial Market", includes readme file, R code and data folders. The data folder contains the datasets used in this study. The R code folder provides a complete set of replication codes for every figure and table in the paper. The README file provides detailed instructions for this replication package.
DOI: 10.17632/fm8jfmk855.1
title: Replication Package for article "A Co-Jump Network Approach to Systemic Risk Measurement: Evidence from the U.S. Financial Market"

description: Replication Package for article "A Co-Jump Network Approach to Systemic Risk Measurement: Evidence from the U.S. Financial Market", includes readme file, R code and data folders. The data folder contains the datasets used in this study. The R code folder provides a complete set of replication codes for every figure and table in the paper. The README file provides detailed instructions for this replication package.
DOI: 10.17632/jthrm4mj5r
title: Primitive Indian Paddy On-Field Images

description: Primitive Indian Paddy Varities on-field Images are Collected from RRTTS, Odisha University of Agriculture and Technology, Chiplima, Sambalpur, Odisha, India
DOI: 10.17632/jthrm4mj5r.1
title: Primitive Indian Paddy On-Field Images

description: Primitive Indian Paddy Varities on-field Images are Collected from RRTTS, Odisha University of Agriculture and Technology, Chiplima, Sambalpur, Odisha, India
DOI: 10.17632/m678cnygwm.3
title: Replication files for -- AI and Perception Biases in Investments: An Experimental Study

description: This file contains code and data for the full replication of "AI and Perception Biases in Investments: An Experimental Study". The readme describes the R and python packages needed to run the code, and some additional information about the tables included in the R and Python code files.
DOI: 10.17632/8cngvs275h.1
title: Psychometric Properties of the Burnout Assessment Tool among Physicians

description: Physicians are among the highest-risk groups for developing burnout. The Burnout Assessment Tool (BAT) was recently created to measure six dimensions of burnout. These data are from a study to assess the psychometric properties of the BAT among Iranian physicians.
DOI: 10.15468/dl.dz5qwy
title: Occurrence Download

description: A dataset containing 963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cytisus capitatus, Cytisus capitatus, Cytisus supinus, Cytisus supinus, Cytisus supinus, Cytisus supinus, Cytisus supinus, Chamaecytisus supinus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 963 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007859-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ppw7xcsxgv
title: Original Data for Development of Pd-Ni/Ni foam cathode based MFC-PMS system for dye wastewater treatment: Performance and underlying mechanism

description: This dataset contains the original experimental data supporting the research article on the development of a novel Pd-Ni/Ni foam cathode for microbial fuel cell-peroxymonosulfate (MFC-PMS) system for dye wastewater treatment. The data includes:

Electrochemical Performance Data:

Polarization curves and power density measurements for three different electrodes: Carbon cloth, Ni foam, and Pd-Ni foam

Voltage monitoring data over extended operation periods

Current-voltage characteristics under varying conditions

Material Characterization Data:

SEM images showing the microstructural evolution of electrode materials

EDS spectra and elemental composition analysis (including weight% and atomic% quantification)

XRD patterns for crystal structure identification

BET surface area measurements

Microbial Analysis Data:

16S rRNA sequencing data showing microbial community composition

Relative abundance of key electroactive bacteria (Geobacter, Thiobacillus, etc.)

Functional gene expression profiles related to electron transfer mechanisms

Wastewater Treatment Performance:

Dye degradation efficiency under different operational conditions

Chemical oxygen demand (COD) removal data

PMS activation efficiency measurements

Reactive oxygen species quantification

Experimental Parameters:

Detailed operational conditions (pH, temperature, PMS concentration, etc.)

Electrode preparation protocols

Analytical methods and instrumentation specifications