cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18426838
title: Mining Local Government Behavior: A News-Based Panel Dataset of Credit Governance in China (2000–2025) Generated via Large Language Models

description: China’s Social Credit System represents one of the most significant experiments in digital governance globally, yet empirical research has long been constrained by the lack of micro-level, high-frequency execution data. Existing datasets typically rely on macroscopic statistics or static policy documents, failing to capture the dynamic attention allocation and diverse policy instruments employed by local governments. To address this gap, we present a large-scale spatiotemporal panel dataset of local government credit governance in China, spanning from 2000 to 2025. The dataset is derived from a corpus of over 5 million news articles collected from official government portals and state media across 31 provinces, 306 prefectures, and 469 counties. We employed a novel Dual-Track Information Extraction Strategy using Large Language Models (LLMs): a Silver Track utilizing the Qwen-7B model for macro-classification of governance domains and sentiments, and a Gold Track utilizing the Qwen-72B model for the micro-extraction of specific regulatory mechanisms and lifecycle phases. Furthermore, we bridged the gap between unstructured text and quantitative social science by aligning the news-derived indicators with long-term socio-economic statistics (2000–2024) via standardized administrative division codes. This dataset provides a comprehensive, granular, and analysis-ready resource for researchers to evaluate policy effectiveness, analyze government behavior patterns, and explore regional heterogeneity in China’s modernization of governance.
DOI: 10.6084/m9.figshare.31143818
title: Clinical outcomes of metastatic non-clear cell renal cell carcinoma: a real-world single-centre experience

description: In the current study, we aimed to characterize the clinicopathological features of metastatic non-clear cell renal cell carcinoma (nccRCC) using retrospective data from our centre and to assess the clinical outcomes of patients treated with first-line immunotherapy-tyrosine kinase inhibitor (IO-TKI) therapy versus TKI monotherapy. We conducted retrospective analysis of 105 metastatic nccRCC patients at our centre from Jan 2006 to Oct 2022. The end points included progression-free survival (PFS) and overall survival (OS). Survival analysis was performed using the Kaplan–Meier curve and multivariate Cox regression model. Among metastatic nccRCC patients, the most prevalent histology was papillary RCC (39.0%). The most common distant metastasis site was lung metastasis (52.4%), followed by bone metastasis (33.3%). The proportion of the favourable, intermediate and poor IMDC risk group were 19.0%, 54.3% and 26.7%, respectively. Among metastatic nccRCC patients, 26 received first-line IO-TKI therapy and 79 received first-line TKI monotherapy therapy. During the median follow-up of 22.2 months, the 1-year PFS and 3-year OS of IO-TKI group was 46.2% and 48.0%, respectively. In comparison, the 1-year PFS and 3-year OS of TKI monotherapy group was 34.9% and 33.7%, respectively. According to the Cox regression model, unclassified RCC pathology (HR = 2.027, <i>p</i> = 0.023) and poor IMDC risk group (HR = 2.285, <i>p</i> = 0.011) were identified as the independent risk factors for PFS. Poor IMDC risk group (HR = 2.638, <i>p</i> = 0.007) was also identified as the independent risk factors for OS. For metastatic nccRCC, unclassified RCC pathology and poor IMDC risk group were identified as independent risk factors for poor prognosis and IO-TKI showed promising efficacy in patients with metastatic nccRCC.
DOI: 10.6084/m9.figshare.31238685
title: A qualitative comparative investigation of the role of social recovery capital among early- and late-onset problem drinkers in recovery

description: Due to late-life stressors some individuals start drinking problematically later in life. Late-onset drinkers comprise one-third of older problem drinkers, yet research on this group regarding recovery is scarce. Because their alcohol problem manifests later in life, late-onset drinkers may have acquired greater reserves of social recovery capital (SRC) than their early-onset counterparts. This study investigates that assumption. Using a qualitative comparative methodology, semi-structured interviews were undertaken on nine early- and nine late-onset problem drinkers in recovery (≥50-years-old). Interpretative phenomenological analysis (IPA) was used to analyze, interpret and compare the participants’ recovery narratives. The results are presented within the two domains of SRC (<i>social group memberships</i> and <i>family relationships supportive of recovery</i>). Membership of mutual aid groups and peer-based recovery support was present and beneficial to recovery across both groups. Late-onset participants had a greater diversity of social groups than early-onset participants. Late-onset participants had supportive family relationships in recovery, whereas the families of early-onset participants were ambivalent about recovery. The findings suggest that late-onset problem drinkers in recovery have greater reserves and access to SRC than their early-onset counterparts. These findings can inform recovery practitioners and healthcare professionals how recovery is sustained among older problem drinkers.
DOI: 10.6084/m9.figshare.31238685.v1
title: A qualitative comparative investigation of the role of social recovery capital among early- and late-onset problem drinkers in recovery

description: Due to late-life stressors some individuals start drinking problematically later in life. Late-onset drinkers comprise one-third of older problem drinkers, yet research on this group regarding recovery is scarce. Because their alcohol problem manifests later in life, late-onset drinkers may have acquired greater reserves of social recovery capital (SRC) than their early-onset counterparts. This study investigates that assumption. Using a qualitative comparative methodology, semi-structured interviews were undertaken on nine early- and nine late-onset problem drinkers in recovery (≥50-years-old). Interpretative phenomenological analysis (IPA) was used to analyze, interpret and compare the participants’ recovery narratives. The results are presented within the two domains of SRC (<i>social group memberships</i> and <i>family relationships supportive of recovery</i>). Membership of mutual aid groups and peer-based recovery support was present and beneficial to recovery across both groups. Late-onset participants had a greater diversity of social groups than early-onset participants. Late-onset participants had supportive family relationships in recovery, whereas the families of early-onset participants were ambivalent about recovery. The findings suggest that late-onset problem drinkers in recovery have greater reserves and access to SRC than their early-onset counterparts. These findings can inform recovery practitioners and healthcare professionals how recovery is sustained among older problem drinkers.
DOI: 10.6084/m9.figshare.31143818.v1
title: Clinical outcomes of metastatic non-clear cell renal cell carcinoma: a real-world single-centre experience

description: In the current study, we aimed to characterize the clinicopathological features of metastatic non-clear cell renal cell carcinoma (nccRCC) using retrospective data from our centre and to assess the clinical outcomes of patients treated with first-line immunotherapy-tyrosine kinase inhibitor (IO-TKI) therapy versus TKI monotherapy. We conducted retrospective analysis of 105 metastatic nccRCC patients at our centre from Jan 2006 to Oct 2022. The end points included progression-free survival (PFS) and overall survival (OS). Survival analysis was performed using the Kaplan–Meier curve and multivariate Cox regression model. Among metastatic nccRCC patients, the most prevalent histology was papillary RCC (39.0%). The most common distant metastasis site was lung metastasis (52.4%), followed by bone metastasis (33.3%). The proportion of the favourable, intermediate and poor IMDC risk group were 19.0%, 54.3% and 26.7%, respectively. Among metastatic nccRCC patients, 26 received first-line IO-TKI therapy and 79 received first-line TKI monotherapy therapy. During the median follow-up of 22.2 months, the 1-year PFS and 3-year OS of IO-TKI group was 46.2% and 48.0%, respectively. In comparison, the 1-year PFS and 3-year OS of TKI monotherapy group was 34.9% and 33.7%, respectively. According to the Cox regression model, unclassified RCC pathology (HR = 2.027, <i>p</i> = 0.023) and poor IMDC risk group (HR = 2.285, <i>p</i> = 0.011) were identified as the independent risk factors for PFS. Poor IMDC risk group (HR = 2.638, <i>p</i> = 0.007) was also identified as the independent risk factors for OS. For metastatic nccRCC, unclassified RCC pathology and poor IMDC risk group were identified as independent risk factors for poor prognosis and IO-TKI showed promising efficacy in patients with metastatic nccRCC.
DOI: 10.15468/dl.5ch8kd
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dermacentor reticulatus"
 ]
}

 The dataset includes 333 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009076-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18402719
title: Flood and Fire Real Description Generated Synthetic Dataset

description: Synthetic RGB image dataset depicting 550 images of forest fires and 500 images of floods generated with descriptions of real images with AI methods. This data can be used to train/evaluate fire and floods detection  models on RGB images.

FireDescription.txt contains the 11 descriptions from real images that were used as a prompt for the fire imagesFloodsDescription.txt contains the 10 descriptions from real images that were usesd as a prompt for the flood images 

DescriptionDataset/├── FireJPG/                       (fire1__00001_.jpg → fire11__00050_.jpg)├── FloodsJPG/                  (flood1__00001_.jpg → flood10__00050_.jpg)├── FireDescription.txt└── FloodsDescription.txt
DOI: 10.5281/zenodo.18402718
title: Flood and Fire Real Description Generated Synthetic Dataset

description: Synthetic RGB image dataset depicting 550 images of forest fires and 500 images of floods generated with descriptions of real images with AI methods. This data can be used to train/evaluate fire and floods detection  models on RGB images.

FireDescription.txt contains the 11 descriptions from real images that were used as a prompt for the fire imagesFloodsDescription.txt contains the 10 descriptions from real images that were usesd as a prompt for the flood images 

DescriptionDataset/├── FireJPG/                       (fire1__00001_.jpg → fire11__00050_.jpg)├── FloodsJPG/                  (flood1__00001_.jpg → flood10__00050_.jpg)├── FireDescription.txt└── FloodsDescription.txt
DOI: 10.15468/dl.4edvvq
title: Occurrence Download

description: A dataset containing 733 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Myzus persicae",
 "BasisOfRecord is Human Observation",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2026"
 ]
}

 The dataset includes 733 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009074-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18465469
title: ADVERTISING AND ITS FEATURES

description: This scientific article broadly covers the essence of the concept of advertising, its role in society, and its importance in economic and social processes. The study analyzes the historical formation of advertising, its main functions, features, and its place in the modern information space. It also reveals the impact of advertising on consumer behavior, its role in brand formation, and the specific aspects of digital advertising. The research used analytical, comparative, observational, content analysis, and systematic approaches. The results obtained confirm that advertising is an important communication tool that, along with increasing economic efficiency, has a strong impact on the consciousness of society.
DOI: 10.5281/zenodo.18465470
title: ADVERTISING AND ITS FEATURES

description: This scientific article broadly covers the essence of the concept of advertising, its role in society, and its importance in economic and social processes. The study analyzes the historical formation of advertising, its main functions, features, and its place in the modern information space. It also reveals the impact of advertising on consumer behavior, its role in brand formation, and the specific aspects of digital advertising. The research used analytical, comparative, observational, content analysis, and systematic approaches. The results obtained confirm that advertising is an important communication tool that, along with increasing economic efficiency, has a strong impact on the consciousness of society.
DOI: 10.6084/m9.figshare.31238693
title: Sandwich cylindrical shells with a porous E-FGM core and FG-CNTRC face sheets undergoing harmonic base-acceleration load

description: Modern engineering applications notably high-speed transit systems and airplane fuselages need innovative sandwich structures to efficiently control accelerating and harmonically driven moving loads. This current research examines the dynamic response of a sandwich cylindrical shell with a porous exponentially functionally graded material (E-FGM) core and functionally graded carbon nanotube-reinforced composite (FG-CNTRC) face sheets under a concentrated moving harmonic load including constant acceleration. <i>via</i> applying the Hamiltonian method and first-order shear deformation shell theory, the equations of motion are obtained. Next, the time-dependent dynamic deflection behavior is achieved by applying the state-space method (SSM) for simply supported boundary conditions. Parametric investigation studies the influence of initial position and velocity of the load, acceleration magnitude, and time history on the dynamic behavior. Furthermore, the influence of core material inhomogeneity, carbon nanotube distribution patterns, volume fractions and porosity, and thickness ratios on the structural response is examined for different geometric configurations. The findings obtained provide guidance for the design of sandwich structures that are used in high-speed precision machining, aerospace components, disk systems in vehicles, and railroads, all of which experience moving load scenarios with harmonic motion and acceleration.
DOI: 10.6084/m9.figshare.31238693.v1
title: Sandwich cylindrical shells with a porous E-FGM core and FG-CNTRC face sheets undergoing harmonic base-acceleration load

description: Modern engineering applications notably high-speed transit systems and airplane fuselages need innovative sandwich structures to efficiently control accelerating and harmonically driven moving loads. This current research examines the dynamic response of a sandwich cylindrical shell with a porous exponentially functionally graded material (E-FGM) core and functionally graded carbon nanotube-reinforced composite (FG-CNTRC) face sheets under a concentrated moving harmonic load including constant acceleration. <i>via</i> applying the Hamiltonian method and first-order shear deformation shell theory, the equations of motion are obtained. Next, the time-dependent dynamic deflection behavior is achieved by applying the state-space method (SSM) for simply supported boundary conditions. Parametric investigation studies the influence of initial position and velocity of the load, acceleration magnitude, and time history on the dynamic behavior. Furthermore, the influence of core material inhomogeneity, carbon nanotube distribution patterns, volume fractions and porosity, and thickness ratios on the structural response is examined for different geometric configurations. The findings obtained provide guidance for the design of sandwich structures that are used in high-speed precision machining, aerospace components, disk systems in vehicles, and railroads, all of which experience moving load scenarios with harmonic motion and acceleration.
DOI: 10.6084/m9.figshare.31238696
title: Geographic disparities and health inequality evolution in the disease burden of tracheal, bronchus, and lung cancer in Asia: a 33-year longitudinal analysis and future projections

description: This study examined geographic patterns, temporal trends, and determinants of tracheal, bronchus, and lung (TBL) cancer burden in Asia (1990-2023), evaluated disparities in health outcomes, and developed projections for targeted prevention initiatives. Data were obtained from the Global Burden of Disease Study 2023. We estimated age-standardized rates (ASPR, ASIR, ASMR, ASDR). Joinpoint regression assessed temporal trends; age–period–cohort and Das Gupta analyses identified underlying mechanisms and drivers. Data envelopment analysis (DEA) evaluated efficiency relative to the Human Development Index (HDI). Health inequalities were measured with the slope index of inequality (SII) and concentration index (CI). Bayesian age–period–cohort (BAPC) modeling projected trends to 2038. Asian populations experienced 2.05 million prevalent cases, 1.40 million incident cases, 1.26 million fatalities, and 29.45 million DALYs in 2023. East Asia had the highest burden. From 1990 to 2023, ASPR increased, while ASMR and ASDR declined. Males and older adults carried disproportionately higher burdens. Decomposition analysis revealed that epidemiological changes and population growth were the major contributors. Inequality worsened, with SII rising from 275.8 to 311.6 and CI consistently negative, indicating concentration in low-HDI regions. Projections suggested further increases in ASPR (+28.7%) and ASIR (+21.6%) by 2038. The TBL cancer burden in Asia is rising, with marked regional, gender, age disparities and deteriorating health equity. East Asia is most affected. Targeted strategies, including enhanced early screening in high-burden areas and improved healthcare accessibility in low-HDI regions, are essential to reduce the disease burden and promote equity.
DOI: 10.6084/m9.figshare.31238696.v1
title: Geographic disparities and health inequality evolution in the disease burden of tracheal, bronchus, and lung cancer in Asia: a 33-year longitudinal analysis and future projections

description: This study examined geographic patterns, temporal trends, and determinants of tracheal, bronchus, and lung (TBL) cancer burden in Asia (1990-2023), evaluated disparities in health outcomes, and developed projections for targeted prevention initiatives. Data were obtained from the Global Burden of Disease Study 2023. We estimated age-standardized rates (ASPR, ASIR, ASMR, ASDR). Joinpoint regression assessed temporal trends; age–period–cohort and Das Gupta analyses identified underlying mechanisms and drivers. Data envelopment analysis (DEA) evaluated efficiency relative to the Human Development Index (HDI). Health inequalities were measured with the slope index of inequality (SII) and concentration index (CI). Bayesian age–period–cohort (BAPC) modeling projected trends to 2038. Asian populations experienced 2.05 million prevalent cases, 1.40 million incident cases, 1.26 million fatalities, and 29.45 million DALYs in 2023. East Asia had the highest burden. From 1990 to 2023, ASPR increased, while ASMR and ASDR declined. Males and older adults carried disproportionately higher burdens. Decomposition analysis revealed that epidemiological changes and population growth were the major contributors. Inequality worsened, with SII rising from 275.8 to 311.6 and CI consistently negative, indicating concentration in low-HDI regions. Projections suggested further increases in ASPR (+28.7%) and ASIR (+21.6%) by 2038. The TBL cancer burden in Asia is rising, with marked regional, gender, age disparities and deteriorating health equity. East Asia is most affected. Targeted strategies, including enhanced early screening in high-burden areas and improved healthcare accessibility in low-HDI regions, are essential to reduce the disease burden and promote equity.
DOI: 10.5281/zenodo.18463800
title: Early Eocene leucogranite dikes in the Gangdese batholith, southern Tibet: constraints on transcrustal magmatic systems
DOI: 10.5281/zenodo.18463799
title: Early Eocene leucogranite dikes in the Gangdese batholith, southern Tibet: constraints on transcrustal magmatic systems
DOI: 10.6084/m9.figshare.30648146
title: Seasonal dynamics and ecological correlates of population abundance of birds inhabiting green areas within a megacity

description: The expansion of cities has had severe effects on biodiversity. However, within cities, green areas are suitable habitats for diverse species, both native and exotic. This study quantified the population abundances and temporal variations of 16 native and four exotic species of birds that inhabit urban green areas of Mexico City, which is considered a megacity. We used N-mixture models to estimate the abundance of these species. These demographic models also estimate their detection probabilities. We found that six species of birds (three native and three exotic) had remarkably higher abundances than the rest of the species. Eight species had seasonal changes in their abundances, with six of these species increasing in numbers during the dry season and the other two species being more abundant during the rainy season. Some native bird species had higher population numbers in parks with large trees of diverse species, abundant flowers, less urban cover, and low noise levels. In contrast, exotic species were more abundant in parks with intense human activity, where they can easily find anthropogenic food sources. Our findings provide fundamental information about the ecological traits of urban green areas that allow native and exotic birds to thrive in urban ecosystems.
DOI: 10.6084/m9.figshare.30648146.v1
title: Seasonal dynamics and ecological correlates of population abundance of birds inhabiting green areas within a megacity

description: The expansion of cities has had severe effects on biodiversity. However, within cities, green areas are suitable habitats for diverse species, both native and exotic. This study quantified the population abundances and temporal variations of 16 native and four exotic species of birds that inhabit urban green areas of Mexico City, which is considered a megacity. We used N-mixture models to estimate the abundance of these species. These demographic models also estimate their detection probabilities. We found that six species of birds (three native and three exotic) had remarkably higher abundances than the rest of the species. Eight species had seasonal changes in their abundances, with six of these species increasing in numbers during the dry season and the other two species being more abundant during the rainy season. Some native bird species had higher population numbers in parks with large trees of diverse species, abundant flowers, less urban cover, and low noise levels. In contrast, exotic species were more abundant in parks with intense human activity, where they can easily find anthropogenic food sources. Our findings provide fundamental information about the ecological traits of urban green areas that allow native and exotic birds to thrive in urban ecosystems.