cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vm8c8fv87s.1
title: Dynamic Inflammatory-Nutritional Biomarkers Predict Early Postoperative Complications in Gastric Cancer: A Retrospective Cohort Study

description: Abstract 
Background: Early postoperative complications adversely affect outcomes following gastrectomy. 
Objective: To evaluate whether dynamic inflammatory-nutritional biomarkers can predict early complications after radical gastrectomy.
Methods: In this retrospective analysis of 182 patients undergoing radical gastrectomy between July 2023 and May 2025, we assessed key inflammatory-nutritional biomarkers, including CAR and neutrophil count, on postoperative days 1 and 3. Independent predictors were identified using multivariate logistic regression and receiver operating characteristic (ROC) curve analysis.
Results: Early complications occurred in 37 patients (20.33%). Multivariate logistic regression revealed age &gt;70 years (OR=5.59, 95% CI: 1.19, 29.78), CAR&gt;1.942 on postoperative day 1 (OR=7.26, 95% CI: 1.46, 39.85), and neutrophil count on postoperative day 3 (OR=1.66, 95% CI: 1.21, 2.42) as independent predictors. Tumor location in the gastric body was associated with a reduced risk (OR=0.17, 95% CI: 0.03, 0.76). The combined model yielded superior predictive performance (AUC=0.796; sensitivity: 75.7%; specificity: 82.8%). An interactive web-based calculator was developed using the R Shiny framework to enable rapid individual risk assessment, available at https://gbdata.shinyapps.io/gastric_app/.
Conclusions: Postoperative CAR and neutrophil count, when integrated with key clinical variables, allow early risk stratification for gastric cancer surgery. This simple, cost-effective model may assist clinical decision-making and perioperative management.
Keywords: Gastric Neoplasms; C-reactive Protein-to-Albumin Ratio; Neutrophils; Postoperative Complications; ROC Curve
DOI: 10.17632/m8rwjx67bk
title: Safety dataset

description: Three imbalanced safety datasets are established and shared: a 9-year nationwide construction accident dataset in Singapore, an accident and safety management dataset in a major development project in Singapore, and a US truck driver safety climate survey dataset. The paper link: https://doi.org/10.1016/j.knosys.2025.114120.
DOI: 10.17632/m8rwjx67bk.2
title: Safety dataset

description: Three imbalanced safety datasets are established and shared: a 9-year nationwide construction accident dataset in Singapore, an accident and safety management dataset in a major development project in Singapore, and a US truck driver safety climate survey dataset. The paper link: https://doi.org/10.1016/j.knosys.2025.114120.
DOI: 10.17632/4xg86pthpy.2
title: Investigation of the effects of synergistic modification of mixed bacteria and Ag/TiO2-EPS on all-solid waste concrete: Mechanical properties and sulfate attack

description: The data here includes calcium carbonate precipitation data, urea decomposition data, concrete mechanical strength, sulfate dry-wet cycle test data, and microscopic test data, including SEM, XRD, FTIR, TGA, and MIP data, from the paper “Investigation of the effects of synergistic modification of mixed bacteria and Ag/TiO2-EPS on all-solid waste concrete: Mechanical properties and sulfate attack.”
DOI: 10.15468/dl.gahhzw
title: Occurrence Download

description: A dataset containing 41642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Month is one of (March, April, May, June, July, August, January, February, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Triturus cristatus",
 "Year 2020-2025"
 ]
}

 The dataset includes 41642 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021268-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8f6svr
title: Occurrence Download

description: A dataset containing 766 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cinnamomum subavenium",
 "Year 1950-2025"
 ]
}

 The dataset includes 766 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021271-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dmm95vycsh
title: Environmental Movement in Bali

description: This dataset comprises verbatim transcripts of interviews for a qualitative study on Tukad Bindu Community Enviromental Movement. The data capture participants’ narratives and perspectives related to communication and sociology, analyzed to identify key themes and communication patterns. The dataset is systematically organized to support transparency and reproducibility in qualitative analysis within this study.
DOI: 10.17632/dmm95vycsh.1
title: Environmental Movement in Bali

description: This dataset comprises verbatim transcripts of interviews for a qualitative study on Tukad Bindu Community Enviromental Movement. The data capture participants’ narratives and perspectives related to communication and sociology, analyzed to identify key themes and communication patterns. The dataset is systematically organized to support transparency and reproducibility in qualitative analysis within this study.
DOI: 10.15468/dl.kkqfwh
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tithonia diversifolia",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021274-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/sy2n2thx4t
title: Fubrick tea extracts attenuate HFD induced lipid deposition via regulating the glycerolipid metabolism of gut microbiota and adipose tissue

description: Figure S1: The food and water intake of mice; Figure S2: Relative abundance of the most abundant gut microbial taxa. At phylum (A) and genus levels (B) for bacteria, and at the species level (C) for eukaryote and viruses among three groups. Data were represented as mean ± SD. *p &lt; 0.05; Table S1: Primer sequences for qRT-PCR analysis of gene expression; Table S2: Summary of metagenomic data sets; Table S3: Microbes that affected by different treatments; Table S4: Functional annotation of the gut microbes; Table S5: Expression of detected and differentially expressed genes in epididymal fat tissue.
DOI: 10.17632/sy2n2thx4t.1
title: Fubrick tea extracts attenuate HFD induced lipid deposition via regulating the glycerolipid metabolism of gut microbiota and adipose tissue

description: Figure S1: The food and water intake of mice; Figure S2: Relative abundance of the most abundant gut microbial taxa. At phylum (A) and genus levels (B) for bacteria, and at the species level (C) for eukaryote and viruses among three groups. Data were represented as mean ± SD. *p &lt; 0.05; Table S1: Primer sequences for qRT-PCR analysis of gene expression; Table S2: Summary of metagenomic data sets; Table S3: Microbes that affected by different treatments; Table S4: Functional annotation of the gut microbes; Table S5: Expression of detected and differentially expressed genes in epididymal fat tissue.
DOI: 10.15468/dl.24ejaz
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tithonia diversifolia",
 "Country is Thailand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021273-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/6n2xbm72b4
title: Research on the microstructure control mechanism of the stagnant water effect at the loess-mudstone interface under seepage conditions

description: Our research data includes the following: Detailed information of the primary peak in the T2 spectrum.Variations of different categories of pores at the interface of samples after seepage.Frequency distributions of the pore numbers at the interface of samples after seepage.The circularity and directional characteristics of pores at the interface of samples after seepage.
DOI: 10.17632/6n2xbm72b4.1
title: Research on the microstructure control mechanism of the stagnant water effect at the loess-mudstone interface under seepage conditions

description: Our research data includes the following: Detailed information of the primary peak in the T2 spectrum.Variations of different categories of pores at the interface of samples after seepage.Frequency distributions of the pore numbers at the interface of samples after seepage.The circularity and directional characteristics of pores at the interface of samples after seepage.
DOI: 10.17632/jy4jw2hhvg
title: Survey data on the Effect of Macro-economic Factors on Business Sustainability in the Leather Industry Cluster of Kanpur and Unnao, Uttar Pradesh , India

description: Macro-economic factors are known to significantly affect the business performance. Kanpur and Unnao, situated on the river Ganges have evolved as the leather industry hub of North India. Leather Industry is known to pollute surface and groundwater resources and chromium pollution is known to take its toll on the workers in the leather processing and tanning. Pollutants and waste water invariably finds its way to the River Ganges. Recent environmental consciousness and changes in ethical consumption of leather goods have motivated the researchers to investigate the effects of macro-economic factors on the business sustainability of the leather industry. 500 industry workers, manufacturers, raw hide suppliers, marketers and exporters were presented with a questionnaire comprising nine demographic and 42 items, six each the seven constructs used in the study. The data was collected in a face to face setting where the potential respondents were explained the purpose of the study and their consent was taken before collecting the data. No personally identifiable information was collected and participation was voluntary. The final data of 397 comprised mostly of males (93.2%). 7 point Likert type questions were framed to elicit responses on the seven constructs namely, Government Policies & Regulations, Environmental Regulations, Economic Conditions, Technological Advancements, Socio-Cultural Factors, Global Market Trends and Business Sustainability.
The preliminary data was analysed using SPSS 23 and the hypotheses were analysed using path analysis by structural equation modelling (SmartPLS 4.0). Bootstrapping was done (10000 iterations) and the bootstrapped histograms of the path coefficients satisfactorily followed normal distribution.
Data in .xlsx and .sav formats is appended. Also included are the questionnaire, consent form and the output of PLS model.
DOI: 10.17632/jy4jw2hhvg.3
title: Survey data on the Effect of Macro-economic Factors on Business Sustainability in the Leather Industry Cluster of Kanpur and Unnao, Uttar Pradesh , India

description: Macro-economic factors are known to significantly affect the business performance. Kanpur and Unnao, situated on the river Ganges have evolved as the leather industry hub of North India. Leather Industry is known to pollute surface and groundwater resources and chromium pollution is known to take its toll on the workers in the leather processing and tanning. Pollutants and waste water invariably finds its way to the River Ganges. Recent environmental consciousness and changes in ethical consumption of leather goods have motivated the researchers to investigate the effects of macro-economic factors on the business sustainability of the leather industry. 500 industry workers, manufacturers, raw hide suppliers, marketers and exporters were presented with a questionnaire comprising nine demographic and 42 items, six each the seven constructs used in the study. The data was collected in a face to face setting where the potential respondents were explained the purpose of the study and their consent was taken before collecting the data. No personally identifiable information was collected and participation was voluntary. The final data of 397 comprised mostly of males (93.2%). 7 point Likert type questions were framed to elicit responses on the seven constructs namely, Government Policies & Regulations, Environmental Regulations, Economic Conditions, Technological Advancements, Socio-Cultural Factors, Global Market Trends and Business Sustainability.
The preliminary data was analysed using SPSS 23 and the hypotheses were analysed using path analysis by structural equation modelling (SmartPLS 4.0). Bootstrapping was done (10000 iterations) and the bootstrapped histograms of the path coefficients satisfactorily followed normal distribution.
Data in .xlsx and .sav formats is appended. Also included are the questionnaire, consent form and the output of PLS model.
DOI: 10.17632/gmbztjvbmd
title: The contribution of fine-grained exposure to flood risk assessment along the Niger River

description: The dataset contains information used for flood risk assessment (FRA) along 58 km of the Niger River upstream of the city of Niamey. We hypothesised that a more detailed definition of assets exposed to flooding than that provided by standard flood risk assessments (FRA) developed in low- and medium-income economies would facilitate risk management. The dataset comprises five shapefiles, two data tables, and two tables of information related to the reference FRAs in low- and middle-income economies, published between 2016 and 2025. 
The shape files contain: (i) Crops, (ii) Buildings, (iii) Guinean floodplain (W) with 2, 5, 10, 30, 100 years of return period, and (iv) Local floodplain (S) with 2, 5, 10, 30, 100 years of return period. 
The data tables concern: (i) fifty-seven flood-prone settlements according to the return period and floodable buildings (number and gross floor area) , and (ii) flood risk in monetary terms (EUR) according to the probability of occurrence.
The information tables concern: (i) forty river FRAs in low- to middle-income economies, 2016-2025, and (ii) risk mapping implications based on forty river FRAs in low- to middle-income economies, 2016-2025.
DOI: 10.17632/gmbztjvbmd.2
title: The contribution of fine-grained exposure to flood risk assessment along the Niger River

description: The dataset contains information used for flood risk assessment (FRA) along 58 km of the Niger River upstream of the city of Niamey. We hypothesised that a more detailed definition of assets exposed to flooding than that provided by standard flood risk assessments (FRA) developed in low- and medium-income economies would facilitate risk management. The dataset comprises five shapefiles, two data tables, and two tables of information related to the reference FRAs in low- and middle-income economies, published between 2016 and 2025. 
The shape files contain: (i) Crops, (ii) Buildings, (iii) Guinean floodplain (W) with 2, 5, 10, 30, 100 years of return period, and (iv) Local floodplain (S) with 2, 5, 10, 30, 100 years of return period. 
The data tables concern: (i) fifty-seven flood-prone settlements according to the return period and floodable buildings (number and gross floor area) , and (ii) flood risk in monetary terms (EUR) according to the probability of occurrence.
The information tables concern: (i) forty river FRAs in low- to middle-income economies, 2016-2025, and (ii) risk mapping implications based on forty river FRAs in low- to middle-income economies, 2016-2025.
DOI: 10.17632/gb4tfwcswr
title: Radiomics Architecture Predicts Disease-Free Survival in Breast Cancer

description: Scripts to generate RPVbc.
DOI: 10.15468/dl.3cxgus
title: Occurrence Download

description: A dataset containing 36728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nicotiana glauca, Nicotiana glauca grandiflora, Nicotiana glauca genuina, Siphaulax glabra, Nicotiana glauca typica, Nicotiana glauca angustifolia, Nicotiana arborea, Nicotiana arborea, Nicotiana glauca lateritia, Nicotiana glauca decurrens, Nicotidendron glauca)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 36728 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021272-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gb4tfwcswr.1
title: Radiomics Architecture Predicts Disease-Free Survival in Breast Cancer

description: Scripts to generate RPVbc.
DOI: 10.5281/zenodo.15298538
title: Dataset - peer support moodle

description: The dataset includes (a) the raw data from Moodle activity logs from two editions of the senior digital mentor training program, and (b) after selecting the logs that may be indicative of teaching presence, social presence, and cognitive activity, a second database is created to be used for the linear regression analysis of the data. This second database presents the activity logs of each participant in both editions of the training course for peer-to-peer digital mentoring of older adults.
description: Acknowledgments:

The authors acknowledge the support received from the Agencia Estatal de Investigación, the Ministerio de Ciencia, Innovación y Universidades, the European Union “NextGenerationEU/PRTR,” and “ERDF/EU” [Grant TED2021-129253B-100, Grant PID2021-123552OB-I00]; as well as the Consejería of Universidades, Investigación and Innovación, Junta of Andalucía, Spain [Project PROYEXCEL_00320].
DOI: 10.5281/zenodo.15298539
title: Dataset - peer support moodle

description: The dataset includes (a) the raw data from Moodle activity logs from two editions of the senior digital mentor training program, and (b) after selecting the logs that may be indicative of teaching presence, social presence, and cognitive activity, a second database is created to be used for the linear regression analysis of the data. This second database presents the activity logs of each participant in both editions of the training course for peer-to-peer digital mentoring of older adults.
description: Acknowledgments:

The authors acknowledge the support received from the Agencia Estatal de Investigación, the Ministerio de Ciencia, Innovación y Universidades, the European Union “NextGenerationEU/PRTR,” and “ERDF/EU” [Grant TED2021-129253B-100, Grant PID2021-123552OB-I00]; as well as the Consejería of Universidades, Investigación and Innovación, Junta of Andalucía, Spain [Project PROYEXCEL_00320].
DOI: 10.17632/x8yt85yfws
title: Textual Requirements Dataset for NLP-Based Software Requirement Analysis

description: This dataset contains 68 examples of textual requirements collected from various software application modules, including cooperative, convenience store, and mini-hospital applications. Each entry includes the application name, module, process function, and a textual description of the system requirements. These requirements describe user interaction scenarios with the system in real-world operational contexts, such as patient registration, cash transactions, savings reports, member management, and sales. This dataset is useful for research and development in the fields of Natural Language Processing (NLP) and software engineering. It can be used for training NLP models, analyzing requirements quality, and testing requirements documentation automation tools. Furthermore, this dataset is suitable as a case study in requirements analysis learning and a benchmark for various academic experiments.
DOI: 10.17632/x8yt85yfws.1
title: Textual Requirements Dataset for NLP-Based Software Requirement Analysis

description: This dataset contains 68 examples of textual requirements collected from various software application modules, including cooperative, convenience store, and mini-hospital applications. Each entry includes the application name, module, process function, and a textual description of the system requirements. These requirements describe user interaction scenarios with the system in real-world operational contexts, such as patient registration, cash transactions, savings reports, member management, and sales. This dataset is useful for research and development in the fields of Natural Language Processing (NLP) and software engineering. It can be used for training NLP models, analyzing requirements quality, and testing requirements documentation automation tools. Furthermore, this dataset is suitable as a case study in requirements analysis learning and a benchmark for various academic experiments.
DOI: 10.15468/dl.vjn5hp
title: Occurrence Download

description: A dataset containing 559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Robinia pseudoacacia",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 559 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021276-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ngh365fjb9
title: Datesat of Phenology regulates carbon and water allocation strategies in vegetation ecosystems of the Qinghai–Tibet Plateau

description: The dataset provided the phenological distribution of 11 vegetation zones on the Qinghai-Tibet Plateau from 2000 to 2019, and the calculated carbon use efficiency (CUE) and water use efficiency (WUE: mg C/g H₂O) during the green-up (GP), maturity （MP）, and senescence (SP) periods.The saved format was tif file with a spatial resolution of 1km.
DOI: 10.17632/ngh365fjb9.1
title: Datesat of Phenology regulates carbon and water allocation strategies in vegetation ecosystems of the Qinghai–Tibet Plateau

description: The dataset provided the phenological distribution of 11 vegetation zones on the Qinghai-Tibet Plateau from 2000 to 2019, and the calculated carbon use efficiency (CUE) and water use efficiency (WUE: mg C/g H₂O) during the green-up (GP), maturity （MP）, and senescence (SP) periods.The saved format was tif file with a spatial resolution of 1km.
DOI: 10.6084/m9.figshare.29608748
title: Time-series images of Jasminum nudiflorum during flowering period

description: Time-series images were acquired using a fixed-position digital camera in Beijing botany garden, with consistent framing throughout the observation period. Photography commenced prior to the onset of flowering and continued until the end of the flowering phase, from March 2 to May 19, 2023. During this period, images were captured twice daily at 08:00 and 17:00, with 5-8 photographs taken per session, resulting in a total dataset of 1,047 high-resolution images (4000 × 2992 pixels).
DOI: 10.6084/m9.figshare.29608748.v1
title: Time-series images of Jasminum nudiflorum during flowering period

description: Time-series images were acquired using a fixed-position digital camera in Beijing botany garden, with consistent framing throughout the observation period. Photography commenced prior to the onset of flowering and continued until the end of the flowering phase, from March 2 to May 19, 2023. During this period, images were captured twice daily at 08:00 and 17:00, with 5-8 photographs taken per session, resulting in a total dataset of 1,047 high-resolution images (4000 × 2992 pixels).