cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dsjku7
title: Occurrence Download

description: A dataset containing 10798 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drosera rotundifolia, Drosera rotundifolia)",
 "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 10798 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007912-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3g9y98kpm7.3
title: DOACT.Vasc Study

description: The project was conceived and developed based on an automated computational flowchart structured through a decision tree using the CART (Classification and Regression Tree) method, and it was approved by the Ethics Committee of Santa Casa de São Paulo.

The resulting algorithm, named DOACT, was fully documented and made available in a private GitHub repository, ensuring scientific transparency and reproducibility. The code repository associated with this study can be accessed at: https://github.com/italoeugenioabreu/doact
.

The flowchart was structured according to the most recent recommendations from leading international clinical guidelines, including those from the American College of Chest Physicians (CHEST) and the European Society for Vascular Surgery (ESVS).

Study Design

This was an observational, comparative, and exploratory single-blind study conducted across three analytical groups:

Vascular surgery specialists

Non-vascular medical specialists

Artificial intelligence (AI) models based on Large Language Models (LLMs) - (ChatGPT-4o, Gemini 2.5, Grok 3.0, and Claude Sonnet 4.0)

The total sample consisted of 59 participants, and the main objective was to evaluate the accuracy and diagnostic performance of the DOACT tool across 15 clinical case vignettes involving superficial venous thrombosis, deep vein thrombosis, and pulmonary thromboembolism.Case
DOI: 10.17632/rmhfzw8f7d
title: Corporate Social Responsibility and Welfare Analysis: A Review from Economics Perspective

description: This study attempted to analyse the processes by examining the relationships between corporate
social responsibilities (CSR), households, and social welfare in economic fields, using existing
theory to evaluate how CSR provides financial benefits to businesses. CSR contributes in the
areas of social, economic, political, and cultural enhancement to emphasise welfare. The
corporate sector has used a broader context to boost economic and social development and
establish a standard of living for every citizen. This study contributes to a better understanding
of CSR concepts by focusing on social welfare. However, CSR has significance for national
development due to its focus on research and development. The natural point of CSR supports
attempts to limit the establishment's environmental consequences; on the other hand, CSR has
played an important role in the recovery from the economic crisis. The theoretical contribution
of this study indicates business theories related to society and business ethics. Existing literature
has benefited through the enhancement of business ethics, business strategies, business
communications, and interaction with government national policies.
DOI: 10.17632/rmhfzw8f7d.1
title: Corporate Social Responsibility and Welfare Analysis: A Review from Economics Perspective

description: This study attempted to analyse the processes by examining the relationships between corporate
social responsibilities (CSR), households, and social welfare in economic fields, using existing
theory to evaluate how CSR provides financial benefits to businesses. CSR contributes in the
areas of social, economic, political, and cultural enhancement to emphasise welfare. The
corporate sector has used a broader context to boost economic and social development and
establish a standard of living for every citizen. This study contributes to a better understanding
of CSR concepts by focusing on social welfare. However, CSR has significance for national
development due to its focus on research and development. The natural point of CSR supports
attempts to limit the establishment's environmental consequences; on the other hand, CSR has
played an important role in the recovery from the economic crisis. The theoretical contribution
of this study indicates business theories related to society and business ethics. Existing literature
has benefited through the enhancement of business ethics, business strategies, business
communications, and interaction with government national policies.
DOI: 10.17632/3jcp9t922s
title: A mitochondrial Energy Vent

description: Data Cell Metabolism
DOI: 10.17632/3jcp9t922s.2
title: A mitochondrial Energy Vent

description: Data Cell Metabolism
DOI: 10.15468/dl.u9rpqc
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.43237 41.66519,20.32482 41.66519,20.32482 43.59764,18.43237 43.59764,18.43237 41.66519))",
 "TaxonKey is Ursus arctos"
 ]
}

 The dataset includes 110 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007913-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v88wxh
title: Occurrence Download

description: A dataset containing 13456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dryas octopetala, Dryas octopetala, Dryas octopetala, Dryas octopetala)",
 "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 13456 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007914-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzzmqn
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Comolia vernicosa",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 24 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007915-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/bwdm739j7c
title: Replication Data for: Global Financial Cycle and the Chinese Economy: Asset Price Transmission and Stage-Dependent Monetary and Macroprudential Policies

description: Description
This repository contains the replication data and code for the paper regarding Global Financial Cycle and the Chinese Economy: Asset Price Transmission and Stage-Dependent Monetary and Macroprudential Policies. The package includes the necessary datasets and scripts to reproduce all empirical results.
The replication package is organized into two main software environments: Stata (for descriptive statistics and unit root tests) and MATLAB (for SVAR, Sign-Restricted SVAR, and TVP-SV-VAR modeling).
1. Software Requirements
Stata: Version 19 or later (Standard StataMP is sufficient; no specialized community packages required).
MATLAB: R2022b or later.
Toolbox Required: Statistics and Machine Learning Toolbox.
External Package: The TVP-VAR package (Nakajima, 2011) must be added to the MATLAB path for the time-varying parameter analysis.
2. Repository Structure and Functionality
The codebase is divided into four distinct modules corresponding to different sections of the paper:
A. Preliminary Analysis (Stata)
Script: replication_stata_appendix.do
Data: data_appendix.dta
Function: Generates Table 1 (Descriptive Statistics) and Appendix Tables A1–A4 and Figures A1–A2 (ADF unit root tests, lag-order selection, and inverse roots checks).
B. Baseline SVAR and Counterfactual Analysis (MATLAB)
Master Script: SVAR_main_reproduce.m
Key Data: China_Macro_Data.xlsx, data_structral_creditspread.xlsx, China_Macro_Data_robust.xlsx, data_quarter.xlsx.
Function: Implements the recursive identification SVAR. By adjusting the Run_Case parameter (1–4) within the script, users can reproduce:
Figure 2 & 3: Baseline IRFs and Counterfactual Analysis (Asset-price channels).
Figure 4 & 5: Subsample analysis (Pre/Post 2015) and SOE-Private Credit Spread extension.
Figure A13 & A14: Robustness checks involving Consumption/Investment and quarterly data.
C. Time-Varying Parameter (TVP-SV-VAR) Analysis (MATLAB)
Master Script: main_reproduce.m
Key Data: data_gfc_mp_rr_2.xlsx, data_gfc_mp_ltv_2.xlsx, data_gfc_mp_ccb_2.xlsx (and robust variants).
Function: Estimates the TVP-VAR model with stochastic volatility. By adjusting the Run_Case parameter (1–7), users can reproduce:
Figures 6–10: Time-varying impulse responses for Quantity vs. Price rules and different macroprudential tools (RR, LTV, CCB).
Appendix Figures: All impulse response robustness checks (VIX substitution, Ordering changes) and MCMC diagnostics (Table A5, Figure A3).
D. Sign-Restricted SVAR (MATLAB)
Script: SignRes_SVAR_reproduce.m
Data: China_Macro_Data.xlsx
Function: Reproduces Figure A15. 
3. Data Sources
The datasets provided are processed and analysis-ready. Primary raw data sources include the CEIC Database, CSMAR, and the National Bureau of Statistics of China.
4. Usage Instructions
Detailed step-by-step instructions for running each module are provided in the specific README.txt files included within the downloaded package.
DOI: 10.17632/bwdm739j7c.1
title: Replication Data for: Global Financial Cycle and the Chinese Economy: Asset Price Transmission and Stage-Dependent Monetary and Macroprudential Policies

description: Description
This repository contains the replication data and code for the paper regarding Global Financial Cycle and the Chinese Economy: Asset Price Transmission and Stage-Dependent Monetary and Macroprudential Policies. The package includes the necessary datasets and scripts to reproduce all empirical results.
The replication package is organized into two main software environments: Stata (for descriptive statistics and unit root tests) and MATLAB (for SVAR, Sign-Restricted SVAR, and TVP-SV-VAR modeling).
1. Software Requirements
Stata: Version 19 or later (Standard StataMP is sufficient; no specialized community packages required).
MATLAB: R2022b or later.
Toolbox Required: Statistics and Machine Learning Toolbox.
External Package: The TVP-VAR package (Nakajima, 2011) must be added to the MATLAB path for the time-varying parameter analysis.
2. Repository Structure and Functionality
The codebase is divided into four distinct modules corresponding to different sections of the paper:
A. Preliminary Analysis (Stata)
Script: replication_stata_appendix.do
Data: data_appendix.dta
Function: Generates Table 1 (Descriptive Statistics) and Appendix Tables A1–A4 and Figures A1–A2 (ADF unit root tests, lag-order selection, and inverse roots checks).
B. Baseline SVAR and Counterfactual Analysis (MATLAB)
Master Script: SVAR_main_reproduce.m
Key Data: China_Macro_Data.xlsx, data_structral_creditspread.xlsx, China_Macro_Data_robust.xlsx, data_quarter.xlsx.
Function: Implements the recursive identification SVAR. By adjusting the Run_Case parameter (1–4) within the script, users can reproduce:
Figure 2 & 3: Baseline IRFs and Counterfactual Analysis (Asset-price channels).
Figure 4 & 5: Subsample analysis (Pre/Post 2015) and SOE-Private Credit Spread extension.
Figure A13 & A14: Robustness checks involving Consumption/Investment and quarterly data.
C. Time-Varying Parameter (TVP-SV-VAR) Analysis (MATLAB)
Master Script: main_reproduce.m
Key Data: data_gfc_mp_rr_2.xlsx, data_gfc_mp_ltv_2.xlsx, data_gfc_mp_ccb_2.xlsx (and robust variants).
Function: Estimates the TVP-VAR model with stochastic volatility. By adjusting the Run_Case parameter (1–7), users can reproduce:
Figures 6–10: Time-varying impulse responses for Quantity vs. Price rules and different macroprudential tools (RR, LTV, CCB).
Appendix Figures: All impulse response robustness checks (VIX substitution, Ordering changes) and MCMC diagnostics (Table A5, Figure A3).
D. Sign-Restricted SVAR (MATLAB)
Script: SignRes_SVAR_reproduce.m
Data: China_Macro_Data.xlsx
Function: Reproduces Figure A15. 
3. Data Sources
The datasets provided are processed and analysis-ready. Primary raw data sources include the CEIC Database, CSMAR, and the National Bureau of Statistics of China.
4. Usage Instructions
Detailed step-by-step instructions for running each module are provided in the specific README.txt files included within the downloaded package.
DOI: 10.17632/vkwfsdmhpp
title: bibilometric vestibular migraine
DOI: 10.17632/vkwfsdmhpp.1
title: bibilometric vestibular migraine
DOI: 10.15468/dl.wmq46h
title: Occurrence Download

description: A dataset containing 152 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Drymocallis rupestris, Potentilla rupestris, Potentilla rupestris, Potentilla rupestris, Potentilla rupestris, Potentilla rupestris)",
 "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 152 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007917-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/s92786hnsn
title: Síntesis de la evidencia. Cultura de seguridad del paciente: Barreras y Facilitadores en países de altos y bajos ingresos. Un Scoping Review.

description: En la tabla se describe la sintesis de la evidencia desarrollada para el Scoping Review producto del articulo denominado "Cultura de seguridad del paciente: Barreras y Facilitadores en países de altos y bajos ingresos. Un Scoping Review."
Se abordaron los 80 articulos seleccionados como resultado de las busquedas en bases de datos y se estructuraron bajolas variables de: Autor, fecha, titulo del articulo, País de procedencia, clasificacion del pais desde los ingresos.
DOI: 10.17632/s92786hnsn.1
title: Síntesis de la evidencia. Cultura de seguridad del paciente: Barreras y Facilitadores en países de altos y bajos ingresos. Un Scoping Review.

description: En la tabla se describe la sintesis de la evidencia desarrollada para el Scoping Review producto del articulo denominado "Cultura de seguridad del paciente: Barreras y Facilitadores en países de altos y bajos ingresos. Un Scoping Review."
Se abordaron los 80 articulos seleccionados como resultado de las busquedas en bases de datos y se estructuraron bajolas variables de: Autor, fecha, titulo del articulo, País de procedencia, clasificacion del pais desde los ingresos.
DOI: 10.17632/2vf74bmvrc
title: COPD selectively remodels microbe-B cell receptor interactions within compartmentalized airway immune niches

description: The human airway hosts distinct immune-microbial ecosystems, yet how COPD and HIV modifies B cell receptor (BCR) repertoires across airway compartments remains poorly understood. Here, we integrated bulk RNA seq-derived BCR reconstruction with airway microbiome profiling to map clonotype-level microbe-BCR interactions across induced sputum, bronchoalveolar lavage (BAL), and peripheral blood in individuals with HIV infection and/or chronic obstructive pulmonary disease (COPD). Across compartments, anatomical location was the dominant determinant of BCR repertoire structure, with limited clonotype sharing between sputum, BAL, and blood. In contrast, disease effects emerged primarily at the level of microbe-clonotype coupling, rather than global repertoire architecture. Using outer membrane vesicle (OMV)-adjusted interaction modeling, we identified extensive, clonotype-resolved interaction remodeling in sputum for both HIV and COPD, attenuated and COPD-restricted effects in BAL, and selective COPD-associated interactions in blood, with complete absence of HIV-associated systemic effects. These patterns reveal a hierarchical, compartment-specific architecture in which disease selectively retunes microbe-BCR interactions without disrupting underlying repertoire organization. Together, our findings define a model of fine-scale ecological tuning of airway B cell immunity driven by disease and anatomical context.
DOI: 10.17632/2vf74bmvrc.1
title: COPD selectively remodels microbe-B cell receptor interactions within compartmentalized airway immune niches

description: The human airway hosts distinct immune-microbial ecosystems, yet how COPD and HIV modifies B cell receptor (BCR) repertoires across airway compartments remains poorly understood. Here, we integrated bulk RNA seq-derived BCR reconstruction with airway microbiome profiling to map clonotype-level microbe-BCR interactions across induced sputum, bronchoalveolar lavage (BAL), and peripheral blood in individuals with HIV infection and/or chronic obstructive pulmonary disease (COPD). Across compartments, anatomical location was the dominant determinant of BCR repertoire structure, with limited clonotype sharing between sputum, BAL, and blood. In contrast, disease effects emerged primarily at the level of microbe-clonotype coupling, rather than global repertoire architecture. Using outer membrane vesicle (OMV)-adjusted interaction modeling, we identified extensive, clonotype-resolved interaction remodeling in sputum for both HIV and COPD, attenuated and COPD-restricted effects in BAL, and selective COPD-associated interactions in blood, with complete absence of HIV-associated systemic effects. These patterns reveal a hierarchical, compartment-specific architecture in which disease selectively retunes microbe-BCR interactions without disrupting underlying repertoire organization. Together, our findings define a model of fine-scale ecological tuning of airway B cell immunity driven by disease and anatomical context.
DOI: 10.17632/55tzgvzp8p
title: data and code for "Coalitions in Climate Policy: Harnessing R&D for International Cooperation In Emissions Reductions"

description: this is the data and code for the article "Coalitions in Climate Policy: Harnessing R&D for International Cooperation
In Emissions Reductions“ ”
DOI: 10.17632/55tzgvzp8p.1
title: data and code for "Coalitions in Climate Policy: Harnessing R&D for International Cooperation In Emissions Reductions"

description: this is the data and code for the article "Coalitions in Climate Policy: Harnessing R&D for International Cooperation
In Emissions Reductions“ ”
DOI: 10.15468/dl.qb4er4
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abies fraseri",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is United States of America",
 "Year is greater than or equal to 1970",
 "Year is less than or equal to 2013"
 ]
}

 The dataset includes 99 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007918-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/3jmsy6zgk2.1
title: Divergent Neurobehavioral and Redox Responses to Lithium and Curcumin in a Planarian Model of Sublethal Stress

description: This comprehensive dataset contains all statistical data and experimental measurements from the study "Divergent Neurobehavioral and Redox Responses to Lithium and Curcumin in a Planarian Model of Sublethal Stress." The data encompass multiple experimental approaches investigating pharmacological responses in planarians (Girardia tigrina).
DOI: 10.17632/p64jfzzjjd
title: Structural Z-score

description: The central hypothesis of this study is that the traditional accounting-based Z-score fails to provide a reliable and forward-looking measure of bank default risk because it relies on an unrealistic definition of default, ignores balance-sheet and income-statement dynamics, and neglects persistence in bank risk drivers. We hypothesise that a structural Z-score, grounded in prudential solvency constraints and incorporating memory in risk dynamics, provides a more economically meaningful and empirically informative measure of bank risk.

The dataset consists of annual balance-sheet and income-statement data for eight systemically important European banks over the period 1997–2024 (exact coverage may vary slightly by institution). The sample includes Banco Santander, BNP Paribas, Crédit Agricole, Deutsche Bank, Lloyds Banking Group, Société Générale, UBS, and UniCredit.
The core variables include: total income, total expenses, total profit, total assets, total capital adequacy, risk-weighted assets (RWAs), and solvency ratio.
All variables are expressed in million Euros and were extracted from Refinitiv LSEG dababase and from annual reports and regulatory disclosures of banks.

The repository contains Python scripts implementing the full estimation procedure:
- nonparametric Beta-kernel density estimation with bounded support,
- memory-based conditional weighting,
- computation of conditional expectations via numerical integration,
- fixed-point iterative procedure ensuring internal consistency,
- computation of structural Z-scores under a Geometric Brownian Motion assumption for income;
Replication scripts allowing users to reproduce all figures and results reported in the paper.

The data show that the proposed structural Z-score exhibits dynamics that differ markedly from the traditional Z-score and often delivers opposite signals regarding bank risk. While the traditional Z-score frequently reaches implausibly high values, the structural Z-score remains economically interpretable and closely linked to prudential solvency conditions. The results highlight the central role of predicted expenses, predicted risk-weighted assets, and capital adequacy in shaping bank default risk, as well as the importance of persistence in these variables.

The Python codes are designed for full reproducibility and can be reused to:
- compute structural Z-scores for other banks or countries,
- analyse the role of persistence in bank risk dynamics,
- extend the framework to alternative default definitions or stochastic processes.

All files are documented and organised to facilitate replication and further methodological or empirical extensions.