cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gf9xctvjrf.1
title: Application of selenium nanoparticles in Portulaca oleracea L

description: Data from the manuscript Impact of the application of selenium nanoparticles on the physicochemical characteristics and antioxidant system in purslane (Portulaca oleracea L.) are shown.
DOI: 10.17632/xjt3mc5hnn
title: Base de evidencia bibliográfica – Intervenciones en registro clínico y cultura organizacional con apoyo de chatbot

description: Para la selección de la evidencia científica que fundamenta el presente proyecto, se llevó a cabo un proceso sistemático de búsqueda, filtrado y selección de artículos, representado mediante un diagrama tipo PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses). Este proceso se desarrolló en varias etapas:

Búsqueda inicial:
Se consultaron seis bases de datos y metabuscadores: PubMed (n=1500), SciELO (n=976), Scopus (n=600), Emerald (n=2200), Redalyc (n=5000) y Google Académico (n=35.000), para un total de 44.276 registros recuperados.

Aplicación de filtros:
Se eliminaron registros duplicados y se aplicaron criterios de inclusión como año de publicación posterior a 2015, disponibilidad en idioma español o inglés, y acceso libre. Esto permitió excluir 41.103 registros, distribuidos en duplicados (n=1500), artículos fuera del rango temporal o temático (n=39.000) y publicaciones en otros idiomas (n=603), quedando 3173 registros válidos.

Cribado inicial por título, resumen y acceso:
A estos 3173 registros se les aplicaron criterios de relevancia temática y cumplimiento de condiciones metodológicas mínimas. En esta etapa se excluyeron 2675 artículos, por no estar relacionados directamente con la temática del estudio (n=2427) o por falta de acceso completo al texto (n=248). Como resultado, se mantuvieron 500 registros válidos para lectura detallada.

Lectura de resumen y conclusiones:
Los 500 artículos restantes fueron revisados en mayor profundidad. De ellos, 474 fueron excluidos por no cumplir con los criterios de inclusión establecidos (como pertinencia metodológica o aplicación práctica), quedando finalmente 26 artículos seleccionados que componen el cuerpo teórico del proyecto.
DOI: 10.17632/xjt3mc5hnn.1
title: Base de evidencia bibliográfica – Intervenciones en registro clínico y cultura organizacional con apoyo de chatbot

description: Para la selección de la evidencia científica que fundamenta el presente proyecto, se llevó a cabo un proceso sistemático de búsqueda, filtrado y selección de artículos, representado mediante un diagrama tipo PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses). Este proceso se desarrolló en varias etapas:

Búsqueda inicial:
Se consultaron seis bases de datos y metabuscadores: PubMed (n=1500), SciELO (n=976), Scopus (n=600), Emerald (n=2200), Redalyc (n=5000) y Google Académico (n=35.000), para un total de 44.276 registros recuperados.

Aplicación de filtros:
Se eliminaron registros duplicados y se aplicaron criterios de inclusión como año de publicación posterior a 2015, disponibilidad en idioma español o inglés, y acceso libre. Esto permitió excluir 41.103 registros, distribuidos en duplicados (n=1500), artículos fuera del rango temporal o temático (n=39.000) y publicaciones en otros idiomas (n=603), quedando 3173 registros válidos.

Cribado inicial por título, resumen y acceso:
A estos 3173 registros se les aplicaron criterios de relevancia temática y cumplimiento de condiciones metodológicas mínimas. En esta etapa se excluyeron 2675 artículos, por no estar relacionados directamente con la temática del estudio (n=2427) o por falta de acceso completo al texto (n=248). Como resultado, se mantuvieron 500 registros válidos para lectura detallada.

Lectura de resumen y conclusiones:
Los 500 artículos restantes fueron revisados en mayor profundidad. De ellos, 474 fueron excluidos por no cumplir con los criterios de inclusión establecidos (como pertinencia metodológica o aplicación práctica), quedando finalmente 26 artículos seleccionados que componen el cuerpo teórico del proyecto.
DOI: 10.17632/7rwgt336tv
title: Business ethics, corporate social responsibility and fostering innovation as predictors of employee happiness

description: Introduction/Objective: this paper examines the influence of personal and social ethics, innovative behaviour, business training, and corporate social responsibility (CSR) on workplace and personal happiness. By exploring how these interconnected variables shape well-being in professional settings and extend into personal life, the research contributes to the broader understanding of happiness management within organisations.

Methodology: a quantitative approach was adopted, utilising covariance-based structural equation modelling (CB-SEM). The study analysed a sample of 323 employees from the industrial sector in Baja California, Mexico. Data were collected using validated scales to measure personal and social ethics, innovative behaviour, business training, CSR, workplace happiness, and personal happiness. The methodology included exploratory factor analysis (EFA) and structural equation modelling (SEM) to evaluate the relationships between the variables.

Results: the findings reveal that personal ethics, business training, and CSR significantly predict workplace happiness, which subsequently enhances personal happiness. In contrast, social ethics and innovative behaviour did not demonstrate a significant impact on workplace happiness, suggesting that cultural or contextual factors may mediate these relationships.

Conclusions: the study underscores the importance of fostering ethical practices and investing in professional development to boost employee well-being. Organisations that prioritise ethical growth and professional training can enhance both workplace and overall happiness. Future research should investigate these dynamics across diverse cultural contexts and industries to further elucidate the nuanced relationships identified.
DOI: 10.17632/7rwgt336tv.1
title: Business ethics, corporate social responsibility and fostering innovation as predictors of employee happiness

description: Introduction/Objective: this paper examines the influence of personal and social ethics, innovative behaviour, business training, and corporate social responsibility (CSR) on workplace and personal happiness. By exploring how these interconnected variables shape well-being in professional settings and extend into personal life, the research contributes to the broader understanding of happiness management within organisations.

Methodology: a quantitative approach was adopted, utilising covariance-based structural equation modelling (CB-SEM). The study analysed a sample of 323 employees from the industrial sector in Baja California, Mexico. Data were collected using validated scales to measure personal and social ethics, innovative behaviour, business training, CSR, workplace happiness, and personal happiness. The methodology included exploratory factor analysis (EFA) and structural equation modelling (SEM) to evaluate the relationships between the variables.

Results: the findings reveal that personal ethics, business training, and CSR significantly predict workplace happiness, which subsequently enhances personal happiness. In contrast, social ethics and innovative behaviour did not demonstrate a significant impact on workplace happiness, suggesting that cultural or contextual factors may mediate these relationships.

Conclusions: the study underscores the importance of fostering ethical practices and investing in professional development to boost employee well-being. Organisations that prioritise ethical growth and professional training can enhance both workplace and overall happiness. Future research should investigate these dynamics across diverse cultural contexts and industries to further elucidate the nuanced relationships identified.
DOI: 10.17632/br7c9t6n7p
title: Supplementary materials

description: Supporting Information
DOI: 10.17632/br7c9t6n7p.1
title: Supplementary materials

description: Supporting Information
DOI: 10.17632/9wr37g2pxv.2
title: Identifying Nonlinear Roll Damping and Restoring Parameters via Physics-informed Neural Network

description: The folders (SunCase1_success, SunCase2_success, SunCase3_success) include the detailed numerical implementation in the computer simulations.
The folder (SunCase1_InitialAngles_success) include the detailed numerical implementation and results compared with Ref.[11].
The folder (CFD simulations, Experiments) include the detailed numerical implementation and results in the CFD simulations and Experimental studies.
DOI: 10.17632/km2dzth4pz
title: Replicate package

description: The data and code provided enable replication of the study titled "Environmental Control, Debt Leverage in ‘Old vs. New’ Energy Sectors, and Climate-Fiscal Policy: A Multi-Sector EE-DSGE Approach," published in Economic Modelling.
DOI: 10.17632/km2dzth4pz.1
title: Replicate package

description: The data and code provided enable replication of the study titled "Environmental Control, Debt Leverage in ‘Old vs. New’ Energy Sectors, and Climate-Fiscal Policy: A Multi-Sector EE-DSGE Approach," published in Economic Modelling.
DOI: 10.17632/gg8tc7cbb6
title: shurb encroachment AMF Data

description: Dataset of shrub encroachment AMF
DOI: 10.17632/gg8tc7cbb6.1
title: shurb encroachment AMF Data

description: Dataset of shrub encroachment AMF
DOI: 10.17632/tvvjfr3c6j
title: A single-cell 3D spatiotemporal multi-omics atlas from Drosophila embryogenesis to metamorphosis [Part 1]

description: Please cite the data from the following article: https://doi.org/10.1016/j.cell.2025.05.047.
The development of a multicellular organism is a highly intricate process tightly regulated by numerous genes and pathways in both spatial and temporal manners. Here, we present Flysta3D, a comprehensive multi-omics atlas of the model organism Drosophila, spanning its developmental lifespan from embryo to pupa. Our datasets encompass 3D single-cell spatial transcriptomic, single-cell transcriptomic, and single-cell chromatin accessibility information. By integrating these multi-omics data, we constructed cell state trajectories that uncover the meticulous profiles of tissue development. With a focus on the central nervous system (CNS) and midgut, we dissected the spatiotemporal dynamics of gene regulatory networks, cell type diversity, and morphological changes from a multi-omics perspective. This extensive atlas provides an unprecedentedly rich resource and serves as a systematic platform for studying Drosophila development with integrated multi-omics data at an ultra-high spatiotemporal resolution.
This is part 1 of 3 of the processed matrices generated in this study, containing scStereo-seq matrices for all samples and scRNA-seq matrix.
DOI: 10.17632/tvvjfr3c6j.2
title: A single-cell 3D spatiotemporal multi-omics atlas from Drosophila embryogenesis to metamorphosis [Part 1]

description: Please cite the data from the following article: https://doi.org/10.1016/j.cell.2025.05.047.
The development of a multicellular organism is a highly intricate process tightly regulated by numerous genes and pathways in both spatial and temporal manners. Here, we present Flysta3D, a comprehensive multi-omics atlas of the model organism Drosophila, spanning its developmental lifespan from embryo to pupa. Our datasets encompass 3D single-cell spatial transcriptomic, single-cell transcriptomic, and single-cell chromatin accessibility information. By integrating these multi-omics data, we constructed cell state trajectories that uncover the meticulous profiles of tissue development. With a focus on the central nervous system (CNS) and midgut, we dissected the spatiotemporal dynamics of gene regulatory networks, cell type diversity, and morphological changes from a multi-omics perspective. This extensive atlas provides an unprecedentedly rich resource and serves as a systematic platform for studying Drosophila development with integrated multi-omics data at an ultra-high spatiotemporal resolution.
This is part 1 of 3 of the processed matrices generated in this study, containing scStereo-seq matrices for all samples and scRNA-seq matrix.
DOI: 10.17632/t5rdxxkmy6
title: Data for: Ca-Ba isotopes reveal distinct mantle metasomatism in the mantle source of ultrapotassic magma

description: The supplementary materials conclude:

1. The assimilation and crystal fractionation (AFC) modeling
2. Figure S1 The modeling results of the effects of limestone assimilation and fractional crystallization of clinopyroxene.
3. Figure S2 Plot of CaO/Al2O3 vs. MgO contents.
4. Figure S3 Plot of δ44/40Ca vs. Eu/Eu*. 
5. Figure S4 The correlation between δ44/40Ca and (Tb/Yb)N.
6. Table S1 Parameters used for Monte Carlo modeling of the Ca-Zn-Sr-Nd isotopic compositions of recycled carbonate-bearing silicate sediments and the mixing modeling between DMM, Italian basement, and carbonate.
DOI: 10.17632/t5rdxxkmy6.1
title: Data for: Ca-Ba isotopes reveal distinct mantle metasomatism in the mantle source of ultrapotassic magma

description: The supplementary materials conclude:

1. The assimilation and crystal fractionation (AFC) modeling
2. Figure S1 The modeling results of the effects of limestone assimilation and fractional crystallization of clinopyroxene.
3. Figure S2 Plot of CaO/Al2O3 vs. MgO contents.
4. Figure S3 Plot of δ44/40Ca vs. Eu/Eu*. 
5. Figure S4 The correlation between δ44/40Ca and (Tb/Yb)N.
6. Table S1 Parameters used for Monte Carlo modeling of the Ca-Zn-Sr-Nd isotopic compositions of recycled carbonate-bearing silicate sediments and the mixing modeling between DMM, Italian basement, and carbonate.
DOI: 10.17632/wyfhk2k43g
title: Trem2-Mical1-Erk1/2 signaling defines a macrophage-Leydig cell axis essential for testicular descent under DEHP exposure

description: About 1%–9% of full-term male newborns suffer from cryptorchidism, which is one of the most common congenital abnormalities in the male reproductive tract. However, the mechanisms by which environmental endocrine disruptors disrupt the crosstalk between macrophages and Leydig cells remain insufficiently defined. In this study, it was demonstrated that prenatal exposure to DEHP induces cryptorchidism and defective spermatogenesis in C57BL/6 male offspring, accompanied by marked reductions in Leydig cell quantity, testosterone production and steroidogenic enzyme expression. Notably, Trem2, an immunoregulatory receptor expressed on testicular macrophages, was significantly downregulated following DEHP exposure. Further investigation revealed that MEHP-activated macrophages exacerbate the inhibitory effects of MEHP on Leydig cell proliferation and steroidogenic function. Transcriptomic profiling of macrophages with Trem2 overexpression identified Mical1 as the most significantly upregulated gene. In vitro, MEHP stimulation led to decreased expression of Trem2, Mical1, and Erk in macrophages. Trem2 overexpression restored Mical1 and Erk signaling and Trem2 activation rescued Leydig cell proliferative capacity, while Trem2 silencing further suppressed Mical1 and Erk expression and exacerbated Leydig cell dysfunction. These findings highlight the Trem2-Mical1-Erk axis as a critical immunoregulatory pathway linking DEHP-induced macrophage activation to testosterone insufficiency. The discovery provides new insights into the etiology of cryptorchidism and identifies potential targets for DEHP-induced cryptorchidism.
DOI: 10.17632/wyfhk2k43g.1
title: Trem2-Mical1-Erk1/2 signaling defines a macrophage-Leydig cell axis essential for testicular descent under DEHP exposure

description: About 1%–9% of full-term male newborns suffer from cryptorchidism, which is one of the most common congenital abnormalities in the male reproductive tract. However, the mechanisms by which environmental endocrine disruptors disrupt the crosstalk between macrophages and Leydig cells remain insufficiently defined. In this study, it was demonstrated that prenatal exposure to DEHP induces cryptorchidism and defective spermatogenesis in C57BL/6 male offspring, accompanied by marked reductions in Leydig cell quantity, testosterone production and steroidogenic enzyme expression. Notably, Trem2, an immunoregulatory receptor expressed on testicular macrophages, was significantly downregulated following DEHP exposure. Further investigation revealed that MEHP-activated macrophages exacerbate the inhibitory effects of MEHP on Leydig cell proliferation and steroidogenic function. Transcriptomic profiling of macrophages with Trem2 overexpression identified Mical1 as the most significantly upregulated gene. In vitro, MEHP stimulation led to decreased expression of Trem2, Mical1, and Erk in macrophages. Trem2 overexpression restored Mical1 and Erk signaling and Trem2 activation rescued Leydig cell proliferative capacity, while Trem2 silencing further suppressed Mical1 and Erk expression and exacerbated Leydig cell dysfunction. These findings highlight the Trem2-Mical1-Erk axis as a critical immunoregulatory pathway linking DEHP-induced macrophage activation to testosterone insufficiency. The discovery provides new insights into the etiology of cryptorchidism and identifies potential targets for DEHP-induced cryptorchidism.
DOI: 10.17632/66gc4zb37c.1
title: NHFOV as Primary Support in Very Preterm Infants With RDS

description: Study Design
This was a prospective, multicenter, superiority-design RCT conducted in China (Aug 2022–Aug 2024) comparing NHFOV vs. nCPAP as primary NIV for RDS in infants &lt;28 weeks’ GA.

Primary Outcome
Respiratory support failure (need for IMV within 72h), defined by:

Severe respiratory acidosis (PaCO₂ &gt;60 mmHg + pH &lt;7.2, ≥1h)

Refractory hypoxia (SpO₂ &lt;90% at FiO₂ 0.4, ≥1h post-surfactant)

Severe apnea (&gt;3 episodes/hr with HR &lt;100/min or bag-mask rescue)

Clinician-determined urgent intubation

Secondary Outcomes
IMV need within 7 days

BPD at 36 weeks, hsPDA, ROP &gt;stage 2, NEC ≥stage 2, IVH ≥grade 3

Composite mortality/BPD, weight gain, respiratory/O₂ support duration

Safety & Adverse Events
Death, pneumothorax, airway obstruction, severe nasal injury (grade III–IV)

No protocol modifications or treatment-related SAEs observed

Participants
Screened: 729 → Eligible: 405 → Randomized: 360 → Final cohort: 342 (18 excluded due to consent withdrawal)

Balanced baseline characteristics

Key Finding
NHFOV significantly reduced early treatment failure vs. nCPAP, with comparable safety.

Dataset
Includes patient/center IDs, baseline characteristics, primary/secondary outcomes, and SAEs.
DOI: 10.17632/p3njy3ybgp
title: Machine Learning HPDC datasets

description: This dataset contains 1 000 industrial heats of high-pressure die-cast (HPDC) Al-Si-based alloys, compiled to support the accompanying CALPHAD-oriented manuscript on machine-learning-driven optimisation of hardness (HB) and electrical conductivity (%IACS). Each record couples the melt chemistry, key thermodynamic descriptors and measured properties, enabling supervised learning, feature-importance analysis and inverse alloy design.
DOI: 10.17632/p3njy3ybgp.1
title: Machine Learning HPDC datasets

description: This dataset contains 1 000 industrial heats of high-pressure die-cast (HPDC) Al-Si-based alloys, compiled to support the accompanying CALPHAD-oriented manuscript on machine-learning-driven optimisation of hardness (HB) and electrical conductivity (%IACS). Each record couples the melt chemistry, key thermodynamic descriptors and measured properties, enabling supervised learning, feature-importance analysis and inverse alloy design.
DOI: 10.15468/dl.4ej6dt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micractinium Fresenius, 1858",
 "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 ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060628-250525065834625/datasets/export for details.
DOI: 10.17632/j444j52ddr
title: Replication data for "Monetary Policy Credibility and State-Dependent Exchange Rate Pass-Through in Asia-Pacific Countries"

description: This replication package includes the data and Stata code to create the tables and figures from the paper "Monetary Policy Credibility and State-Dependent Exchange Rate Pass-Through in Asia-Pacific Countries". For detailed information on the dataset and code, please refer to the attached README file.
DOI: 10.17632/j444j52ddr.1
title: Replication data for "Monetary Policy Credibility and State-Dependent Exchange Rate Pass-Through in Asia-Pacific Countries"

description: This replication package includes the data and Stata code to create the tables and figures from the paper "Monetary Policy Credibility and State-Dependent Exchange Rate Pass-Through in Asia-Pacific Countries". For detailed information on the dataset and code, please refer to the attached README file.
DOI: 10.17632/pn9mrxmn79
title: The 5’-end codon bias minimizes fitness costs to facilitate the persistent dissemination of mcr-3 and investigation of novel MCR inhibitors

description: This dataset contains processed RNA-seq data from the entitled study: The 5’-end codon bias minimizes fitness costs to facilitate the persistent dissemination of mcr-3 and investigation of novel MCR inhibitors. For raw sequencing data, please contact the corresponding author Prof. Guobao Tian. Access will be available upon request.
DOI: 10.17632/pn9mrxmn79.1
title: The 5’-end codon bias minimizes fitness costs to facilitate the persistent dissemination of mcr-3 and investigation of novel MCR inhibitors

description: This dataset contains processed RNA-seq data from the entitled study: The 5’-end codon bias minimizes fitness costs to facilitate the persistent dissemination of mcr-3 and investigation of novel MCR inhibitors. For raw sequencing data, please contact the corresponding author Prof. Guobao Tian. Access will be available upon request.