cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/33bnkfwsjd.1
title: Valorization of Industrial Agro-Waste: A Quantitative Phytochemical and Nutritional Analysis of Tomato and Sweet Corn Residues: A Case Study of Anand City, Gujarat, India

description: The global food processing industry generates billions of tons of organic waste annually. In India, a nation with a burgeoning food processing sector, the disposal of these materials poses significant environmental challenges. However, modern scientific perspectives have shifted from viewing these materials as "waste" to viewing them as "untapped resources”. This study focuses on the industrial residues of tomato (Solanum lycopersicum) and sweet corn (Zea mays var. saccharata), specifically the cobs and husks, sourced from the industrial hub of Anand City, Gujarat, India. The concept of the circular economy is central to this research. By quantifying the bioactive compounds within these residues, we move toward a "zero-waste" manufacturing model where by-products from one industry become the high-value raw materials for another viz. the pharmaceutical and nutraceutical sectors. The samples were sourced from food processing units in Anand, often referred to as the "Milk Capital of India" but also a significant hub for vegetable processing. To ensure the stability of the bioactive compounds, rigorous pre-treatment protocols were followed: Rinsing, Drying, Pulverization, Storage. The accuracy of this dataset is supported by a sophisticated instrumentation suite: Microplate Reader (iMARK, BIORAD), Double-Beam Spectrophotometer (JASCO V-630), Flame Photometer, Gas Chromatography (GC). To ensure the waste materials meet safety and quality benchmarks, the nutritional analysis was performed in strict compliance with the Food Safety and Standards Authority of India (FSSAI) manual. This includes the measurement of: Crude protein and fiber content, Ash content (mineral density), Moisture and lipid profiles. To bridge the gap between raw data and actionable insights, the study employed: Regression Analysis, Correlation Coefficients. The quantification reveals that tomato and corn wastes are not merely fibrous fillers but are dense in both micro- and macronutrients. The high alkaloid and phenolic content suggests these wastes could be processed into standardized extracts for herbal medicines. Flavonoids extracted from corn husks or tomato pomace can be used as natural preservatives or health-boosting additives in the human food chain. The presence of balanced carbohydrates and minerals makes these residues an ideal, cost-effective base for livestock feed, reducing the reliance on primary crops for animal nutrition. This study concludes that industrial food waste from Anand, Gujarat, represents a significant economic opportunity. By integrating these "wastes" back into the industrial cycle, we reduce environmental footprints, lower production costs for pharmaceuticals, and enhance food security through better resource management.
DOI: 10.17632/4jkv3k333c
title: Investigating Chinese undergraduate students’ perception of creative support in the EFL classroom

description: This data repository contains the supplementary materials for a research on students' perceptions of creativity in EFL classrooms. The files include all statistical tables (such as EFA results and descriptive data), the questionnaire, and the interview guide. These files support the findings presented in the main manuscript, allowing readers to verify the statistical analysis.
DOI: 10.17632/4jkv3k333c.1
title: Investigating Chinese undergraduate students’ perception of creative support in the EFL classroom

description: This data repository contains the supplementary materials for a research on students' perceptions of creativity in EFL classrooms. The files include all statistical tables (such as EFA results and descriptive data), the questionnaire, and the interview guide. These files support the findings presented in the main manuscript, allowing readers to verify the statistical analysis.
DOI: 10.17632/w559ygj34g
title: Dataset for GCA paper entitled "Copper and Zinc isotopic signatures of sequentially extracted phases in methane-derived authigenic carbonates: implications for paleoenvironmental reconstruction"

description: The mineral, elemental, and isotopic (C, O, Cu, Zn) data of methane-derived authigenic carbonates.
DOI: 10.17632/w559ygj34g.1
title: Dataset for GCA paper entitled "Copper and Zinc isotopic signatures of sequentially extracted phases in methane-derived authigenic carbonates: implications for paleoenvironmental reconstruction"

description: The mineral, elemental, and isotopic (C, O, Cu, Zn) data of methane-derived authigenic carbonates.
DOI: 10.34740/kaggle/dsv/14331996
title: Lumbar Spinal MRI Dataset
DOI: 10.15468/dl.qgp63q
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tylototriton houi"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068487-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30963970
title: Low-temperature (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> roasting for sustainable recovery of aluminum and iron from coal gangue: process optimization and mechanism insight

description: The increasing global demand for aluminum (Al) and iron (Fe), along with the rapid depletion of high-grade ores, presents a critical challenge, driving the urgent search for alternative resources. Coal gangue is an abundant solid waste from coal mining which emerges as a compelling secondary resource due to its high Al and Fe content. In this study, we report a green and efficient process for the recovery of Al and Fe from coal gangue, featuring (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>-assisted low-temperature roasting and subsequent water leaching. We systematically investigated the influence of key parameters and achieved optimal leaching efficiencies of 80.58 ± 1.99% for Al and 90.72 ± 1.55% for Fe. Mechanistic analysis revealed that the roasting process effectively disrupted the stable mineral matrix, converting Al and Fe into highly water-soluble sulfates (NH<sub>4</sub>Al(SO4)<sub>2</sub> and Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub>). Notably, this method immobilized sulfur as environmentally benign CaSO<sub>4</sub> and MgSO<sub>4</sub>, thereby preventing SO<sub>2</sub> emissions. This acid-free, low-temperature method provides a sustainable and affordable way to turn coal gangue into valuable metals, thereby supporting a circular economy and reducing the environmental impact of the coal industry.
DOI: 10.6084/m9.figshare.30963970.v1
title: Low-temperature (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub> roasting for sustainable recovery of aluminum and iron from coal gangue: process optimization and mechanism insight

description: The increasing global demand for aluminum (Al) and iron (Fe), along with the rapid depletion of high-grade ores, presents a critical challenge, driving the urgent search for alternative resources. Coal gangue is an abundant solid waste from coal mining which emerges as a compelling secondary resource due to its high Al and Fe content. In this study, we report a green and efficient process for the recovery of Al and Fe from coal gangue, featuring (NH<sub>4</sub>)<sub>2</sub>SO<sub>4</sub>-assisted low-temperature roasting and subsequent water leaching. We systematically investigated the influence of key parameters and achieved optimal leaching efficiencies of 80.58 ± 1.99% for Al and 90.72 ± 1.55% for Fe. Mechanistic analysis revealed that the roasting process effectively disrupted the stable mineral matrix, converting Al and Fe into highly water-soluble sulfates (NH<sub>4</sub>Al(SO4)<sub>2</sub> and Fe<sub>2</sub>(SO<sub>4</sub>)<sub>3</sub>). Notably, this method immobilized sulfur as environmentally benign CaSO<sub>4</sub> and MgSO<sub>4</sub>, thereby preventing SO<sub>2</sub> emissions. This acid-free, low-temperature method provides a sustainable and affordable way to turn coal gangue into valuable metals, thereby supporting a circular economy and reducing the environmental impact of the coal industry.
DOI: 10.6084/m9.figshare.30963968
title: To Initiate or Not: How Virtual Social Touch of Virtual Humans Affects User Perceptions in Marketing Interactions

description: Virtual humans have been widely adopted to serve as alternatives to human staff for user services. Although there is extensive research on the effect of virtual human realism on user responses, it remains unknown how virtual humans conveying virtual social touch affects user perceptions. Our study shows that the presence (vs. absence) of virtual social touch significantly triggers stronger perceived creepiness and intrusiveness toward virtual humans, thereby having a negative effect on the intention to interact. This effect is moderated by the individual social anxiety as well as the virtual human appearance and language style. For users with lower social anxiety, virtual humans with anime-like appearance and using informal language style, this negative perception caused by virtual social touch can be alleviated. These findings enrich the application of mind perception theory and provide theoretical and practical insights for the design and use of virtual humans in marketing interactions.
DOI: 10.6084/m9.figshare.30963968.v1
title: To Initiate or Not: How Virtual Social Touch of Virtual Humans Affects User Perceptions in Marketing Interactions

description: Virtual humans have been widely adopted to serve as alternatives to human staff for user services. Although there is extensive research on the effect of virtual human realism on user responses, it remains unknown how virtual humans conveying virtual social touch affects user perceptions. Our study shows that the presence (vs. absence) of virtual social touch significantly triggers stronger perceived creepiness and intrusiveness toward virtual humans, thereby having a negative effect on the intention to interact. This effect is moderated by the individual social anxiety as well as the virtual human appearance and language style. For users with lower social anxiety, virtual humans with anime-like appearance and using informal language style, this negative perception caused by virtual social touch can be alleviated. These findings enrich the application of mind perception theory and provide theoretical and practical insights for the design and use of virtual humans in marketing interactions.
DOI: 10.6084/m9.figshare.26031019
title: Sorption of Pt(II) on inactive biomass of <i>Aspergillus Niger</i> O-5 treated with cetyltrimethylammonium bromide

description: Platinum-group cytostatic have been found in natural waters due to the current inefficiency of wastewaters treatment plants. This study was aimed to the assessment of inactive biomass of <i>Aspergillus niger</i> O-5 treated with cetyltrimethylammonium bromide as sorbent for solid phase extraction of [PtCl<sub>4</sub>]<sup>2-</sup>complex from aqueous dissolutions for the subsequent development of new water treatment technologies. Maximum sorption capacity of 54 mg·g<sup>−1</sup> was achieved at 25 °C under the following experimental conditions: pH of dissolution = 5, biomass mass = 10 mg, dissolution volume = 10 mL, Pt(II) mass = 0.5 mg and contact time = 30 min. The good fitting of the model of Ho and the increase of sorption capacity up to 102 mg·g<sup>−1</sup> with temperature suggested the chemisorption as predominant mechanism. The mean free energy of adsorption was higher than 8 kJ·mol<sup>−1</sup> for all temperatures, which also indicated the chemical character of the interaction. The absolute value of the standard molar Gibbs free energy of formation increased from 3.032 to 8.336 kJ· mol<sup>−1</sup> with temperature signifying that the sorption was thermodynamically favored, occurred spontaneously and the degree of spontaneity increased with temperature. The positive value (32.3 kJ·mol<sup>−1</sup>) of the standard molar enthalpy qualified the sorption as an endothermic process, after which the adsorbent/sorbate system became more thermodynamically stable.
DOI: 10.6084/m9.figshare.26031019.v1
title: Sorption of Pt(II) on inactive biomass of <i>Aspergillus Niger</i> O-5 treated with cetyltrimethylammonium bromide

description: Platinum-group cytostatic have been found in natural waters due to the current inefficiency of wastewaters treatment plants. This study was aimed to the assessment of inactive biomass of <i>Aspergillus niger</i> O-5 treated with cetyltrimethylammonium bromide as sorbent for solid phase extraction of [PtCl<sub>4</sub>]<sup>2-</sup>complex from aqueous dissolutions for the subsequent development of new water treatment technologies. Maximum sorption capacity of 54 mg·g<sup>−1</sup> was achieved at 25 °C under the following experimental conditions: pH of dissolution = 5, biomass mass = 10 mg, dissolution volume = 10 mL, Pt(II) mass = 0.5 mg and contact time = 30 min. The good fitting of the model of Ho and the increase of sorption capacity up to 102 mg·g<sup>−1</sup> with temperature suggested the chemisorption as predominant mechanism. The mean free energy of adsorption was higher than 8 kJ·mol<sup>−1</sup> for all temperatures, which also indicated the chemical character of the interaction. The absolute value of the standard molar Gibbs free energy of formation increased from 3.032 to 8.336 kJ· mol<sup>−1</sup> with temperature signifying that the sorption was thermodynamically favored, occurred spontaneously and the degree of spontaneity increased with temperature. The positive value (32.3 kJ·mol<sup>−1</sup>) of the standard molar enthalpy qualified the sorption as an endothermic process, after which the adsorbent/sorbate system became more thermodynamically stable.
DOI: 10.57903/uj/tu6abt
title: Soil erosion - Rainfall thresholds

description: Rainfall thresholds for soil erosion by water were determined based on rainfall data for a 23-year period (1987–2009) and long-term field data on rain splash, slope wash, and linear erosion in an agricultural foothill catchment in southern Poland. Stationary measurement of soil erosion by water was conducted on runoff plots in Dworski Potok catchment located in the village of Łazy, in the lowest marginal zone of the Carpathian Foothills (Brzesko Foreland). The catchment covers the area of 0.29 km2, the ranges of altitude being 227-275 m a.s.l. In determining threshold values, the definition of erosive rain was adopted from the USLE model, and rainfall erosivity [EI30] and maximum 30-minute rainfall intensity [I30] were used as the main parameters to assess rainfall’s ability to trigger erosion.
DOI: 10.17632/6ndfvxh9fj
title: Shell noun use in MA thesis introductions in Applied Linguistics

description: There are two corpora. One was the “CMATIC” (short for “Chinese MA Theses Introduction Corpus”), comprising 100 introductions authored by Chinese postgraduate students majoring in applied linguistics, sourced from CNKI from 2020 to 2024. The other was the “AMATIC” (short for “American MA Theses Introduction Corpus”), which also consisted of 100 introductions of MA theses written by their American counterparts and were randomly selected from PQDT from 2020 to 2024. In addition, the two excel files extract the shell nouns from the two corpora and classify them according to their construction and functions.
DOI: 10.17632/6ndfvxh9fj.1
title: Shell noun use in MA thesis introductions in Applied Linguistics

description: There are two corpora. One was the “CMATIC” (short for “Chinese MA Theses Introduction Corpus”), comprising 100 introductions authored by Chinese postgraduate students majoring in applied linguistics, sourced from CNKI from 2020 to 2024. The other was the “AMATIC” (short for “American MA Theses Introduction Corpus”), which also consisted of 100 introductions of MA theses written by their American counterparts and were randomly selected from PQDT from 2020 to 2024. In addition, the two excel files extract the shell nouns from the two corpora and classify them according to their construction and functions.
DOI: 10.17632/ngwfnvvr4v
title: Data for Second Paper (AI-chatbot)

description: The is the second data for our second research
DOI: 10.17632/ngwfnvvr4v.2
title: Data for Second Paper (AI-chatbot)

description: The is the second data for our second research
DOI: 10.15468/dl.amb7tc
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypripedium tibeticum",
 "Year 1951-2025"
 ]
}

 The dataset includes 149 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0068488-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5jd6b5y2rh
title: Systematic Compilation of Experimental Data on Torpedo Anchor Penetration in Clay

description: Torpedo anchor is an attractive anchoring solution for floating offshore structures due to their rapid free-fall installation and low offshore construction demand, yet accurate prediction of their penetration depth in clay seabeds remains a key design challenge. The installation process involves high impact velocities and large strain rates, leading to complex soil–structure interactions that are not easily captured by conventional design approaches. Although numerous experimental studies have been conducted over the past two decades, the available evidence is scattered across field tests, centrifuge experiments, and 1g laboratory model tests, limiting systematic comparison and data-driven analysis. This paper presents a comprehensive review and systematic compilation of experimental data on torpedo anchor penetration in clay, restricted to physical experiments. Existing theoretical and semi-empirical prediction methods are reviewed to identify key governing parameters, including anchor geometry, impact velocity, undrained shear strength profiles, and strain-rate effects. A experimental database is assembled to unify multi-scale test results, highlight consistent trends, and reveal gaps in current knowledge. The compiled dataset provides a transparent benchmark for evaluating design methods and establishes a foundation for future machine-learning and data-driven approaches to torpedo anchor design in offshore engineering applications.
DOI: 10.17632/5jd6b5y2rh.1
title: Systematic Compilation of Experimental Data on Torpedo Anchor Penetration in Clay

description: Torpedo anchor is an attractive anchoring solution for floating offshore structures due to their rapid free-fall installation and low offshore construction demand, yet accurate prediction of their penetration depth in clay seabeds remains a key design challenge. The installation process involves high impact velocities and large strain rates, leading to complex soil–structure interactions that are not easily captured by conventional design approaches. Although numerous experimental studies have been conducted over the past two decades, the available evidence is scattered across field tests, centrifuge experiments, and 1g laboratory model tests, limiting systematic comparison and data-driven analysis. This paper presents a comprehensive review and systematic compilation of experimental data on torpedo anchor penetration in clay, restricted to physical experiments. Existing theoretical and semi-empirical prediction methods are reviewed to identify key governing parameters, including anchor geometry, impact velocity, undrained shear strength profiles, and strain-rate effects. A experimental database is assembled to unify multi-scale test results, highlight consistent trends, and reveal gaps in current knowledge. The compiled dataset provides a transparent benchmark for evaluating design methods and establishes a foundation for future machine-learning and data-driven approaches to torpedo anchor design in offshore engineering applications.
DOI: 10.17632/2w7rbpb4v9
title: Raw data for Pandanus amaryllifolius and Tectona grandis study

description: This dataset contains the raw experimental data supporting the study entitled “Pandanus amaryllifolius and Tectona grandis Extracts Improve Fetal Outcomes in Streptozotocin-Induced Gestational Diabetes in Rats.” The dataset includes numerical data for maternal metabolic parameters, fetal growth indices, placental measurements, and biochemical analyses obtained from a rat model of gestational diabetes.

Specifically, the dataset comprises raw measurements of maternal blood glucose, insulin levels, fetal body weight, crown–rump length, placental weight, placental index, and fetal glucose levels. All data correspond to the experimental groups described in the associated manuscript, including non-diabetic controls, untreated diabetic controls, and treatment groups receiving varying doses of the pandan–teak formulation.

The data are provided to ensure transparency, reproducibility, and to facilitate further analysis or meta-analyses by other researchers. All values represent individual measurements or litter-based averages as described in the Methods section of the manuscript.
DOI: 10.17632/2w7rbpb4v9.1
title: Raw data for Pandanus amaryllifolius and Tectona grandis study

description: This dataset contains the raw experimental data supporting the study entitled “Pandanus amaryllifolius and Tectona grandis Extracts Improve Fetal Outcomes in Streptozotocin-Induced Gestational Diabetes in Rats.” The dataset includes numerical data for maternal metabolic parameters, fetal growth indices, placental measurements, and biochemical analyses obtained from a rat model of gestational diabetes.

Specifically, the dataset comprises raw measurements of maternal blood glucose, insulin levels, fetal body weight, crown–rump length, placental weight, placental index, and fetal glucose levels. All data correspond to the experimental groups described in the associated manuscript, including non-diabetic controls, untreated diabetic controls, and treatment groups receiving varying doses of the pandan–teak formulation.

The data are provided to ensure transparency, reproducibility, and to facilitate further analysis or meta-analyses by other researchers. All values represent individual measurements or litter-based averages as described in the Methods section of the manuscript.
DOI: 10.17632/9d64yfryk6
title: Supplementary Table 1

description: Supplementary Table 1
DOI: 10.17632/9d64yfryk6.2
title: Supplementary Table 1

description: Supplementary Table 1
DOI: 10.17632/34bb8x5tf4
title: Geochronological data of early Menozoic metamorphic and igneous rocks in SW China

description: Table S1. Summary of age data of early Menozoic metamorphic and igneous rocks in SW China.
Table S2. Rutile LA-ICP-MS U–Pb isotopic analyses of eclogites in SW China.
DOI: 10.17632/34bb8x5tf4.1
title: Geochronological data of early Menozoic metamorphic and igneous rocks in SW China

description: Table S1. Summary of age data of early Menozoic metamorphic and igneous rocks in SW China.
Table S2. Rutile LA-ICP-MS U–Pb isotopic analyses of eclogites in SW China.
DOI: 10.17632/64rc2h39zf
title: Physicochemical properties, CH4 fluxes and qPCR data from karst wetlands

description: The topsoils (0-20cm) from a lake wetland, and its adjacent paddy fields and abandoned paddy fields were collected in the Huixian Karst Wetland System, China
DOI: 10.17632/64rc2h39zf.1
title: Physicochemical properties, CH4 fluxes and qPCR data from karst wetlands

description: The topsoils (0-20cm) from a lake wetland, and its adjacent paddy fields and abandoned paddy fields were collected in the Huixian Karst Wetland System, China