cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kjmk2cx4dz
title: When Green Certification Pays Off: Financial Returns from Environmental Regulation Compliance

description: This study uses data from A-share listed companies in China between 2010 and 2023 and employs a multi-period difference-in-differences model to empirically examine the impact of green factory certification under China’s green manufacturing demonstration program on corporate financial performance. The results show that after obtaining the green factory certification, firms exhibit a significant improvement in financial performance. Mechanism tests reveal that green factory certification incentivizes corporate green innovation, which emphasizes the adoption of new technologies and concepts to achieve efficient resource utilization and effective pollution reduction, thereby generating economic benefits. Additionally, green factory certification enhances firms’ external green image by attracting green investors, leading to market recognition and increased market share, which further improves financial performance. Heterogeneous analyses indicate that the positive effects of green factory certification are stronger for firms with multiple certifications, no environmental violations, stronger public environmental awareness in the region, and firms in heavily polluting industries. Further analysis shows that green factory certification mitigates the negative impact of extreme weather on corporate financial performance. This study provides micro-level empirical evidence on the determinants of corporate financial performance and offers policy implications for the implementation of green manufacturing demonstration projects and voluntary environmental regulation policies.
DOI: 10.21242/22541.2025.00.00.1.1.0
title: Statistik der Kinder und tätigen Personen in Tageseinrichtungen - Teil III.1 2025, On-Site, Version 0

description: Die Kinder- und Jugendhilfe hat die Aufgabe, junge Menschen in ihrer individuellen und sozialen Entwicklung zu fördern, Benachteiligungen abzubauen sowie die Erziehungsberechtigten zu beraten und zu unterstützen. Die Daten aus den Statistiken der Kinder- und Jugendhilfe dienen daher zur Beobachtung der Entwicklung von unterstützenden und familienstabilisierenden Aktivitäten sowie des finanziellen Aufwandes der Kinder- und Jugendhilfe. Sie finden unter anderem für Planungsaufgaben und die Fortentwicklung des Jugendhilferechts Verwendung.
Das Gesamtkonzept der Kinder- und Jugendhilfestatistiken umfasst vier getrennte Erhebungsteile.
Erhoben werden in
Teil I die Daten zu verschiedenen Hilfen zur Erziehung sowie administrativen Aufgaben der Jugendämter,
Teil II die Daten zu den Maßnahmen der Jugendarbeit von öffentlichen und freien Trägern,
Teil III die Daten zur Kinderbetreuung in diversen Einrichtungen der Jugendhilfe und den dort tätigen Personen sowie zur öffentlich geförderten Kindertagespflege,
Teil IV die Ausgaben und Einnahmen für die Kinder- und Jugendhilfe.
DOI: 10.17632/kjmk2cx4dz.1
title: When Green Certification Pays Off: Financial Returns from Environmental Regulation Compliance

description: This study uses data from A-share listed companies in China between 2010 and 2023 and employs a multi-period difference-in-differences model to empirically examine the impact of green factory certification under China’s green manufacturing demonstration program on corporate financial performance. The results show that after obtaining the green factory certification, firms exhibit a significant improvement in financial performance. Mechanism tests reveal that green factory certification incentivizes corporate green innovation, which emphasizes the adoption of new technologies and concepts to achieve efficient resource utilization and effective pollution reduction, thereby generating economic benefits. Additionally, green factory certification enhances firms’ external green image by attracting green investors, leading to market recognition and increased market share, which further improves financial performance. Heterogeneous analyses indicate that the positive effects of green factory certification are stronger for firms with multiple certifications, no environmental violations, stronger public environmental awareness in the region, and firms in heavily polluting industries. Further analysis shows that green factory certification mitigates the negative impact of extreme weather on corporate financial performance. This study provides micro-level empirical evidence on the determinants of corporate financial performance and offers policy implications for the implementation of green manufacturing demonstration projects and voluntary environmental regulation policies.
DOI: 10.5281/zenodo.17046949
title: MA-XRF data of the painting Madonna at the Fountain by Jan van Eyck from KMSKA
DOI: 10.5281/zenodo.17046950
title: MA-XRF data of the painting Madonna at the Fountain by Jan van Eyck from KMSKA
DOI: 10.15468/dl.e8xxut
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Indonesia",
 "Geometry POLYGON((109.33911 1.88072,108.30231 1.41372,108.06043 -0.93639,109.05339 -4.57746,115.73034 -5.4334,116.54237 -4.40119,119.49068 0.7416,119.77765 3.03598,118.92822 4.13525,117.97885 4.3601,117.89926 3.80717,117.3297 4.39348,115.80529 4.25947,114.4819 1.44517,114.11518 1.4846,113.6134 1.27285,112.92399 1.61269,112.24142 1.53083,111.83512 1.05988,111.39615 0.98964,110.95153 1.12041,110.57874 0.85886,109.33911 1.88072))",
 "OccurrenceStatus is Present",
 "TaxonKey is Nepenthes"
 ]
}

 The dataset includes 155 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039456-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13768332
title: Delivery Logistics Dataset (India – Multi-Partner)
DOI: 10.21242/22545.2025.00.00.1.1.0
title: Statistik über Personen in Großtagespflegestellen und die dort betreuten Kinder - Teil III.5 2025, On-Site, Version 0

description: Die Kinder- und Jugendhilfe hat die Aufgabe, junge Menschen in ihrer individuellen und sozialen Entwicklung zu fördern, Benachteiligungen abzubauen sowie die Erziehungsberechtigten zu beraten und zu unterstützen. Die Daten aus den Statistiken der Kinder- und Jugendhilfe dienen daher zur Beobachtung der Entwicklung von unterstützenden und familienstabilisierenden Aktivitäten sowie des finanziellen Aufwandes der Kinder- und Jugendhilfe. Sie finden unter anderem für Planungsaufgaben und die Fortentwicklung des Jugendhilferechts Verwendung.
Das Gesamtkonzept der Kinder- und Jugendhilfestatistiken umfasst vier getrennte Erhebungsteile.
Erhoben werden in
Teil I die Daten zu verschiedenen Hilfen zur Erziehung sowie administrativen Aufgaben der Jugendämter,
Teil II die Daten zu den Maßnahmen der Jugendarbeit von öffentlichen und freien Trägern,
Teil III die Daten zur Kinderbetreuung in diversen Einrichtungen der Jugendhilfe und den dort tätigen Personen sowie zur öffentlich geförderten Kindertagespflege,
Teil IV die Ausgaben und Einnahmen für die Kinder- und Jugendhilfe.
DOI: 10.17632/66rnr2kmvd
title: Trattato LIFE·ΩΩ∞ – Castino Edition (Versione 3.3, Definitiva 2025)

description: Italiano:
Il Trattato LIFE·ΩΩ∞ – Castino Edition (Versione 3.3, Definitiva 2025) presenta la formulazione completa della Legge di Coerenza Tonica (C_T), una struttura fisica che collega energia, entropia di dispersione e stabilità dinamica nei sistemi complessi. L’opera integra teoria, protocolli replicabili, codice Python e dataset sperimentali, definendo un quadro unificato per fisica, biologia, neuroscienze e sistemi adattivi.

English:
The LIFE·ΩΩ∞ Treatise – Castino Edition (Version 3.3, Final 2025) introduces the complete formulation of the Tonic Coherence Law (C_T), a physical framework linking energy, dispersion entropy and dynamic stability in complex systems. The work integrates theory, replicable protocols, Python code and experimental datasets, offering a unified model for physics, biology, neuroscience and adaptive systems.
DOI: 10.17632/66rnr2kmvd.1
title: Trattato LIFE·ΩΩ∞ – Castino Edition (Versione 3.3, Definitiva 2025)

description: Italiano:
Il Trattato LIFE·ΩΩ∞ – Castino Edition (Versione 3.3, Definitiva 2025) presenta la formulazione completa della Legge di Coerenza Tonica (C_T), una struttura fisica che collega energia, entropia di dispersione e stabilità dinamica nei sistemi complessi. L’opera integra teoria, protocolli replicabili, codice Python e dataset sperimentali, definendo un quadro unificato per fisica, biologia, neuroscienze e sistemi adattivi.

English:
The LIFE·ΩΩ∞ Treatise – Castino Edition (Version 3.3, Final 2025) introduces the complete formulation of the Tonic Coherence Law (C_T), a physical framework linking energy, dispersion entropy and dynamic stability in complex systems. The work integrates theory, replicable protocols, Python code and experimental datasets, offering a unified model for physics, biology, neuroscience and adaptive systems.
DOI: 10.17632/bk7wmz2bt5
title: Supplementary Material for microRNAs profile in colostrum and mature cow milk

description: The data shows the expression profiles of microRNAs from colostrum and mature cow milk
DOI: 10.17632/bk7wmz2bt5.2
title: Supplementary Material for microRNAs profile in colostrum and mature cow milk

description: The data shows the expression profiles of microRNAs from colostrum and mature cow milk
DOI: 10.17632/8jkgmbhvwh
title: Research Data for Shenzhen-Hong Kong Cross-border Spatial Identity

description: 1. Spatial Identity data of Shenzhen-Hong Kong cross-border space measured by large language models from social media data.
2. Prompts of large language models used for quantifying spatial identity and causally attribution.
3. Codes used for quantifying spatial identity and recognize residents' identity.
DOI: 10.17632/8jkgmbhvwh.2
title: Research Data for Shenzhen-Hong Kong Cross-border Spatial Identity

description: 1. Spatial Identity data of Shenzhen-Hong Kong cross-border space measured by large language models from social media data.
2. Prompts of large language models used for quantifying spatial identity and causally attribution.
3. Codes used for quantifying spatial identity and recognize residents' identity.
DOI: 10.17632/dzrcp2nydd
title: FRAME IRI - Alhalabi et al

description: This Mendeley Data includes the working excel sheet that contains the data used in the research of FRAME, in addition to the Python codes used for analysis and interpretation/visualization.
DOI: 10.17632/dzrcp2nydd.1
title: FRAME IRI - Alhalabi et al

description: This Mendeley Data includes the working excel sheet that contains the data used in the research of FRAME, in addition to the Python codes used for analysis and interpretation/visualization.
DOI: 10.3535/2vl-dfn-7kn
title: †Skenidioides Schuchert & Cooper, 1931

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.17632/cxb29jy8ww
title: Data and replication dofile for "Turning up the heat: Extreme heat and labor implications in West Africa"

description: This data and dofile replicate all tables and figures in the paper titled "Turning up the heat: Extreme heat and labor implications in West Africa", published in Journal of Development Economics. If you use this data, please cite Tabe-Ojong, MPJ, Kakpo, AT, Lokossou, JC. 2025. Turning up the heat: Extreme heat and labor implications in West Africa. Journal of Development Economics. https://doi.org/10.1016/j.jdeveco.2025.103683.
DOI: 10.17632/cxb29jy8ww.2
title: Data and replication dofile for "Turning up the heat: Extreme heat and labor implications in West Africa"

description: This data and dofile replicate all tables and figures in the paper titled "Turning up the heat: Extreme heat and labor implications in West Africa", published in Journal of Development Economics. If you use this data, please cite Tabe-Ojong, MPJ, Kakpo, AT, Lokossou, JC. 2025. Turning up the heat: Extreme heat and labor implications in West Africa. Journal of Development Economics. https://doi.org/10.1016/j.jdeveco.2025.103683.
DOI: 10.17632/wnxvz3br5w.1
title: Design files and data for a lab-scale methane biofiltration system
DOI: 10.17632/t8c533pnhy
title: Data for: Relationships and Prediction of Soil Organic Carbon through plant Functional Traits and Edaphic Variables

description: This dataset contains all data used for analyzing woody plant functional traits and edaphic variables. includes two documents: 1) A file with plant functional traits and surrounding edaphic variables for 16 individuals belonging to four species; and 2) A file containing plant functional traits and soil data for the original 16 individuals, along with simulated data for an additional 177 individuals. The simulated values were generated using simple linear regression models based on the original dataset and allometric field measurements, with validation procedures ensuring that the original biological relationships were preserved.
DOI: 10.17632/t8c533pnhy.1
title: Data for: Relationships and Prediction of Soil Organic Carbon through plant Functional Traits and Edaphic Variables

description: This dataset contains all data used for analyzing woody plant functional traits and edaphic variables. includes two documents: 1) A file with plant functional traits and surrounding edaphic variables for 16 individuals belonging to four species; and 2) A file containing plant functional traits and soil data for the original 16 individuals, along with simulated data for an additional 177 individuals. The simulated values were generated using simple linear regression models based on the original dataset and allometric field measurements, with validation procedures ensuring that the original biological relationships were preserved.
DOI: 10.17632/rz79dd5t9c
title: A decision support tool for rubble stabilization on coral reefs

description: This dataset complements the research article titled "A decision support tool for rubble stabilization on coral reefs." 
The data includes 1) anonymized raw survey records (method.csv and outcome.csv), as well as its edited versions (merged_methout_edited.csv and casefile_t0_netica.csv), 2) R code for data formatting, analysis, and visualization (BBN_R_data_cleaning_plotting.R), and 3) the resulted Bayesian Belief Network (coral_cover_benefits_v5.neta).
DOI: 10.17632/rz79dd5t9c.1
title: A decision support tool for rubble stabilization on coral reefs

description: This dataset complements the research article titled "A decision support tool for rubble stabilization on coral reefs." 
The data includes 1) anonymized raw survey records (method.csv and outcome.csv), as well as its edited versions (merged_methout_edited.csv and casefile_t0_netica.csv), 2) R code for data formatting, analysis, and visualization (BBN_R_data_cleaning_plotting.R), and 3) the resulted Bayesian Belief Network (coral_cover_benefits_v5.neta).
DOI: 10.17632/6nr44mkd5m
title: The Neutrophil-to-Lymphocyte Ratio as a Predictive Marker of CMV Reactivation and Clinical Outcome in Immunocompetent Patients Admitted to the Intensive Care Unit.

description: Several studies, including our previous work, have demonstrated an association between cytomegalovirus reactivation and morbidity and/or mortality in immunocompetent patients admitted to ICUs. This study aims to identify a predictive marker of CMV reactivation and disease severity in this population.
DOI: 10.7934/p5608
title: A new large zalambdalestid mammal from the Gobi Desert and formal stratigraphic description of the Upper Cretaceous Zos Formation (project)
DOI: 10.17632/6nr44mkd5m.1
title: The Neutrophil-to-Lymphocyte Ratio as a Predictive Marker of CMV Reactivation and Clinical Outcome in Immunocompetent Patients Admitted to the Intensive Care Unit.

description: Several studies, including our previous work, have demonstrated an association between cytomegalovirus reactivation and morbidity and/or mortality in immunocompetent patients admitted to ICUs. This study aims to identify a predictive marker of CMV reactivation and disease severity in this population.
DOI: 10.17632/jw2zyn3dh8
title: Trabajos de Grado - Diseño Gráfico UDES Campus Cúcuta V.01

description: Este dataset consolida información estandarizada sobre los trabajos de grado del Programa de Diseño Gráfico Campus Cúcuta. Su propósito es facilitar análisis académicos, seguimiento de tendencias, evaluación del uso de metodologías y caracterización de productos de creación.
DOI: 10.17632/jw2zyn3dh8.1
title: Trabajos de Grado - Diseño Gráfico UDES Campus Cúcuta V.01

description: Este dataset consolida información estandarizada sobre los trabajos de grado del Programa de Diseño Gráfico Campus Cúcuta. Su propósito es facilitar análisis académicos, seguimiento de tendencias, evaluación del uso de metodologías y caracterización de productos de creación.
DOI: 10.17632/kzmhvz2cbg
title: Zircon_radiometric_dating_on_the_Fitzcarrald_Arch - Supplementary data

description: Supplementary tables containing sampling information and zircon U-Pb geochronology and chemistry data of the manuscript "Zircon radiometric dating constraints on the Pliocene Fitzcarrald Arch uplift (Western Amazonia)"
DOI: 10.17632/kzmhvz2cbg.1
title: Zircon_radiometric_dating_on_the_Fitzcarrald_Arch - Supplementary data

description: Supplementary tables containing sampling information and zircon U-Pb geochronology and chemistry data of the manuscript "Zircon radiometric dating constraints on the Pliocene Fitzcarrald Arch uplift (Western Amazonia)"
DOI: 10.13020/q0nb-z977
title: Data supporting Large-scale high-throughput screen for cardiac ryanodine receptor targeted therapeutics

description: In high-throughput screening (HTS) assays using fluorescence lifetime (FLT)-detected FRET, we have identified compounds that allosterically modulate the pathologically leaky ryanodine receptor (RyR) calcium release channels. These compounds may prevent or reduce the elevated Ca2+ that fuels arrhythmia, heart failure, and age-related neurodegeneration. RyRs are responsible for intracellular Ca2+ release from endo-plasmic/sarcoplasmic reticulum (ER/SR). The resulting [Ca2+] pulse is a signal for many cellular processes, whereas sustained elevated [Ca2+] is pathologic. Our FRET-based HTS detects the pathology-linked RyR leaky state by monitoring binding of the accessory protein calmodulin and the DPc10 peptide (corresponding to RyR2 residues 2460–2495) known to perturb inter-domain interactions within RyR2. Under conditions mimicking a pathological state, we have screened a 50,000-compound chemical library to identify small-molecule modulators of RyR2 in cardiac SR membranes. This screen yielded 603 compounds that reproducibly altered FRET. Based on FRET response profiles that align with therapeutic potential, 83 of those most promising compounds were purchased and validated by FRET dose response evaluation. Focusing on ten chemical scaffolds that desirably increase A-CaM binding, six representative compounds reduced RyR2 activity as measured by [3H]ryanodine binding. Ca2+ dynamics in HEK293 cells expressing human RyR2 or in cardiomyocytes highlighted the isoxazole group of hits as potentially therapeutic by targeting the pathological RyR2 leak state.
description: Data to accompany a research article.
DOI: 10.17632/7b5kgfv6rk
title: Normal trichoscopic features and hair shaft parameters in healthy women of African descent: a cross-sectional study.

description: Dataset presenting clinical and demographic data and frequencies of qualitative trichoscopic features in healthy women of African descent.
DOI: 10.17632/7b5kgfv6rk.1
title: Normal trichoscopic features and hair shaft parameters in healthy women of African descent: a cross-sectional study.

description: Dataset presenting clinical and demographic data and frequencies of qualitative trichoscopic features in healthy women of African descent.
DOI: 10.17632/dck3hg9fx6
title: Industrial Policy and Urban Children’s Human Capital Accumulation

description: This replication package provides all the publicly available data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/dck3hg9fx6.1
title: Industrial Policy and Urban Children’s Human Capital Accumulation

description: This replication package provides all the publicly available data, code, and instructions required to reproduce the main empirical results of the above-mentioned research paper. The package is designed to facilitate transparency and enable independent verification of all statistical findings reported in the study.
DOI: 10.17632/f46xx3jmg3
title: Query-Free OpenWebText - Part 2: SPARQL Injection Corpus

description: This dataset is derived from OpenWebText and filtered so that it does not contain any SQL, SPARQL or Cypher in the plain text.

This is Part 2 of the Query-Free OpenWebText dataset, which contains SPARQL-injected versions.
SPARQL injected versions are derived from OpenWebText-clean

The OpenWebText SPARQL Injection Corpus consists of two variations (Injected-10% and Injected-30%) derived from the Clean OpenWebText dataset and augmented with SPARQL queries. This process was designed to simulate controlled pre-training bias (RQ2).

Dataset Format: Arrow
DOI: 10.17632/f46xx3jmg3.1
title: Query-Free OpenWebText - Part 2: SPARQL Injection Corpus

description: This dataset is derived from OpenWebText and filtered so that it does not contain any SQL, SPARQL or Cypher in the plain text.

This is Part 2 of the Query-Free OpenWebText dataset, which contains SPARQL-injected versions.
SPARQL injected versions are derived from OpenWebText-clean

The OpenWebText SPARQL Injection Corpus consists of two variations (Injected-10% and Injected-30%) derived from the Clean OpenWebText dataset and augmented with SPARQL queries. This process was designed to simulate controlled pre-training bias (RQ2).

Dataset Format: Arrow
DOI: 10.17632/x7rn78ymtn
title: S1-AAD: Sentinel-1 Amazon Airstrip Dataset

description: This repository contains the "S1-AAD: Sentinel-1 Amazon Airstrip Dataset", a dataset developed to support the training and evaluation of deep learning models for detecting, segmenting, and monitoring airstrips in the Brazilian Amazon Rainforest using Synthetic Aperture Radar (SAR) imagery.

The Brazilian Amazon Rainforest is a region of immense ecological importance, but it faces significant challenges from illegal human activities, such as the construction of unauthorized airstrips. Monitoring these activities is often hindered by persistent cloud cover, which limits the effectiveness of optical satellites. SAR imagery provides a crucial all-weather, day-and-night alternative for surveillance.

This dataset consists of 1,040 C-band SAR images from the Sentinel-1 satellite , corresponding to known airstrip locations sourced from the MapBiomas project. It is structured to support three distinct machine learning tasks:
1. Object Detection
2. Semantic Segmentation
3. Change Detection