cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d7sdn42v4m
title: Perceived Value, Brand Attachment, and Behavioral Intentions for Brand Loyalty

description: The data was collected by Cross Marketing Inc. through an Internet survey. The company surveyed consumers, who feel an attachment to a particular brand, from all prefectures in Japan from March 16 to 22, 2021. The company conducted an additional survey between May 12 and 19, 2021. In the main survey, all items were rated on a one-to-seven scale and randomly placed within each matrix to prevent carryover effects. Participants with values greater than 3σ or less than -3σ from the means in any question, which were considered outliers, were removed because skewness and kurtosis were identified in every category.
DOI: 10.17632/td4p3h64nz
title: "Empowering Educators: Evaluating the Effectiveness of Teacher Seminars in Enhancing Instructional Strategies Aligned with the MATATAG Curriculum"

description: This "Empowering Educators: Evaluating the Effectiveness of Teacher Seminars in Enhancing Instructional Strategies Aligned with the MATATAG Curriculum" focuses on improving teaching practices through targeted professional development. This program is particularly relevant as it aligns with the MATATAG curriculum, which emphasizes foundational literacy and numeracy skills while promoting personalized and adaptive learning approaches.
DOI: 10.25405/data.ncl.14125397.v1
title: SmartHubs SLES Research Questions and KPIs

description: This workbook lists a series of research questions developed for the SmartHubs SLES project, and describes some KPIs proposed to measure the effectiveness of SLES interventions
DOI: 10.6084/m9.figshare.12804827.v1
title: JVASP-14903 to JVASP-15520

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.12981977.v1
title: Long-term (1982-2018) global gross primary production dataset based on NIRv

description: This dataset provides global monthly gross primary production (GPP) based on satellite NIRv (near-infrared reflectance) during 1982-2018 with a spatial resolution of 0.05 degree. Data format: netcdf. (Every .zip file contains all monthly GPP of a year) Spatial extent: 90S-90N 180W-180E Fill value: -9999 Scale factor: 0.001 Unit: gC m<sup>-2</sup> d<sup>-1</sup> Any questions about the GPP dataset can be corresponded to wangsonghan2@gmail.com (Songhan Wang). Reference: Songhan Wang, Yongguang Zhang, Weimin Ju et al., Tracking the seasonal and inter-annual variations of global gross primary production during last four decades using satellite near-infrared reflectance data (2020), Science of The Total Environment (In Revision).<br>
DOI: 10.6084/m9.figshare.21968036.v1
title: GrowGreen - West Gorton - Manchester - Water Management Results

description: Water management results for the West Gorton Community Park, Manchester. Results captured as part of the H2020 GrowGreen Project. Grant Agreement number: 730283.
DOI: 10.6084/m9.figshare.25810393.v1
title: Accessing Critical Thinking Data Set

description: This classroom-based research followed a post-test quasi-experimental study that sought to explore the feasibility of meme-based assessment among students and the outcome of testing critical thinking via said meme-based assessment. A meme-based question paper designed to test basic critical thinking skills like inferencing, identification of bias and classification via association was administered. Based on the feedback provided at the end of the test, the learner’s perception of meme-based assessment and the outcome of the meme-based assessment on critical thinking was identified.The study presents key findings using clustered bar graphs and a pie chart, visually representing raw scores without statistical manipulation. Figure 1 displays student performance across test sections (inferencing, bias identification, association, and research). Figure 2 illustrates student perceptions of assessment efficiency based on meme elements, while Figure 3 depicts their comprehension speed perceptions. Figure 4 shows students' perceptions of the test's critical thinking assessment level. Finally, Figure 5 outlines meme skills identified by students, including previous knowledge, logic, creativity, and critical thinking, with each score from 1 to 5. These visual representations offer insights into students' performance, perceptions, and meme-related skills, aiding understanding without relying on complex statistical analysis.
DOI: 10.6084/m9.figshare.26488966.v1
title: <b>The satellite-derived datasets of organic carbon concentration and storage in 24,366 Chinese lakes</b>

description: The datasets include DOC concentrations during 1984-2023, PDOC concentrations during 1984-2023, DOC storage during 1984-2023, POC storage during 1984-202, OCAR after the 1950s, and CO2 in the 2010s. The datasets of DOC concentration and storage were derived from time-series Landsat surface reflectance.
DOI: 10.17632/wmpwynprhc
title: A triple serine motif in the intracellular domain of SorCS2 impacts its cellular signaling, Dalby et al

description: RNAseq data
DOI: 10.6084/m9.figshare.24808563.v2
title: Diretrizes para o Apoio ao Planejamento de Atividades Gamificadas

description: <b>Acess: gamificador.vercel.app</b><br>
DOI: 10.17632/3d4yg89rtr
title: TOM2024

description: The TOM2024 dataset is a valuable resource for agricultural research, comprising 25,844 raw images and 12,227 labeled images of tomato, onion, and maize crops. These images are categorized into 30 classes, facilitating precise identification of pests and diseases, which is crucial for improving crop management and food security. The dataset supports sustainable agriculture by promoting early and accurate pest and disease detection, reducing reliance on pesticides. Its accessibility allows researchers and institutions to develop advanced digital solutions, enhancing the effectiveness of pest and disease management. Additionally, the dataset's versatility—searchable by region, crop type, and other criteria—makes it suitable for model development, education, and agricultural extension services. With high-resolution images captured under diverse environmental conditions, TOM2024 offers a robust foundation for training AI models, ultimately contributing to the advancement of precision agriculture.
DOI: 10.25452/figshare.plus.21711245.v1
title: THINGS-data: fMRI PRF AFNI inputs

description: Input files required to run a population receptive field analysis on the THINGS-fMRI localizer data with AFNI. <br> Part of THINGS-data: A multimodal collection of large-scale datasets for investigating object representations in brain and behavior <br> See related materials in Collection at: https://doi.org/10.25452/figshare.plus.c.6161151
DOI: 10.6084/m9.figshare.1348809.v1
title: SASA-based hotspot prediction dataset S3

description: SASA-based hotspot prediction dataset S3
DOI: 10.6084/m9.figshare.20066363.v1
title: hormones acne

description: the data of Effect of sex hormones on auricle acne induced by propionibacterium acnes in rats
DOI: 10.6084/m9.figshare.21909810.v9
title: omicverse_datasets

description: The datasets of omicverse
DOI: 10.6084/m9.figshare.24347422.v1
title: 数据.xlsx

description: <b>数据：草地植被演替过程中植物磷（P）吸收和微生物磷限制对土壤磷的影响协同机制</b>
DOI: 10.17632/zcdvg3v7mz
title: Effects of Chinese herbal medicine on pregnancy outcomes of women with PCOS undergoing in vitro fertilization and embryo transfer

description: Effects of Chinese herbal medicine on pregnancy outcomes of women with PCOS undergoing in vitro fertilization and embryo transfer
DOI: 10.17632/zcvtwpfj4z
title: Data for mechanisms controlling water-level variations in the MYR

description: We have performed a stage analysis in the Middle Yangtze River based on the channel erosions, resistance, vegetated areas, and jacking force data.
DOI: 10.6084/m9.figshare.21546111.v2
title: BinBench: Dataset for Binary Function Representations

description: Dataset associated to <em>"BinBench: a benchmark for x64 binary functions representations"</em>. The dataset includes all the files needed for evaluating a binary model over the tasks of BinBench. <br> <br> The dataset is composed as follows: <br> - <em>train</em> folder: contains binaries / jsons and datapoints for of the labeled dataset (used for training) <br> - <em>test</em> folder: contains jsons and datapoints for the blind dataset (used for testing and for the EvalAI challenge)
DOI: 10.6084/m9.figshare.28175018.v1
title: Simulation and modelling of convective mixing of carbon dioxide in geological formations

description: Database containing the data of flux for all simulations performed in one-sided configuration (2D and 3D).Data are written in .mat files. Scripts (Matlab - plot_data.m - and Python - plot_python.py) to access the data are also provided.The following quantities are provided:Rayleigh-Darcy number;Time in diffusive units;Simulation time step in diffusive units;Flux at the top boundary;Volume of solute dissolved;Further details available in the supporting information of the corresponding publication.
DOI: 10.17632/vhvttnhv86
title: Raw data

description: Raw data for XRD, BET, FTIR, XPS, and potentiometric titration figures in the manuscript and supplementary material. Please refer to the original article for details.
DOI: 10.17632/yxzh9fbvbj
title: ARP Poisoning and Flood attack in SDN

description: It is a SDN specific data set generated by using mininet emulator and used for traffic classification by 
machine learning and deep learning algorithms. A tree topology with depth and fanout value of three is emulated in
 Mininet and used for experimental purpose. Total 27 host and 13 switches are connected to a 
 single Ryu controller. Network simulation runs for benign and 
attack traffic where attack traffic is a collection of ARP Poison and ARP flood attack.
DOI: 10.17632/s9gzkz4fc3
title: Flipped Learning Feedback Questionnaire Raw Data

description: The given data set is an attempt to evaluate the effect of the flipped learning in the process of teaching and learning English at the technical institution. The participants of this research were 58 first year students upgrading their professional credentials at Mepco Schlenk Engineering College, Sivakasi.Following are the research questions that guide this study: RQ1: What kind of impact flipped classroom can produce in the process of enhancing communicative English among language learners, particularly among engineering college students? RQ2: How does the flipped approach affect students’ engagement in the learning process? RQ3: How to measure the outcome of flipped classroom approach on engineering students' attitudes and learning in technical English classroom both qualitatively and quantitatively? To address this research questions, the purpose of this study was to measure the impact of the flipped learning on the students’ outcome both quantitatively and qualitatively. Students’ feedback collected via online questionnaire to gauge their learning experiences throughout this process. The feedback questionnaire was revised by subject experts to confirm that the questions were appropriate and the statements were unambiguous, also easily comprehensible.There were five sections logically arranged to elicit student responses. The first part of the questionnaire seeking responses for RQ1 contained a 10 point Likert item. The second and third part of the questionnaire seeking responses for RQ2 and RQ3 provided a series of five-point Likert scale items. The fourth section is created to measure the overall satisfaction level of the respondents and an open-ended question is framed as the fifth section to make the students narrate the overall experience they had in the flipped learning. The reliability coefficient (Cronbach's alpha) value for the form is found to be .930 that reflects a high level of internal consistency as per the rule of thumb.The findings of this study is thus hoped to lend further support for the growing need to apply this method in ELT contexts such as validating learners’ improved grammar knowledge, listening skills, reading skills, and vocabulary. The data confirms the students’ positive responses to the research questions contributing to the overall satisfaction of the chosen method among them. It is inferred from the data that irrespective of the differences among the respondents in terms of gender, board of education at school and their native, all of them unanimously agree positively to the research questions. Thus, this data can provide indications of students’ positive perceptions of improving their communicative competency in the flipped learning method and may also establish some foundations upon which further research may be undertaken.
DOI: 10.17632/z4s5xmmryb
title: Mindful Intentional Deep Breathing: A Pathway to Enhanced Health and Well-Being

description: This article explores the practice of Mindful Intentional Deep Breathing (MIDB) and its significant impact on health and well-being. MIDB, a combination of mindfulness, intentionality, and deep breathing, offers numerous physical, mental, and emotional benefits. It improves lung capacity, lowers blood pressure, strengthens the immune system, and fosters emotional regulation and mental clarity. The article delves into the science behind deep breathing, its influence on the parasympathetic nervous system, and the mental health benefits, including stress reduction, anxiety relief, and enhanced focus. Various breathing techniques such as 4-7-8 breathing, box breathing, and alternate nostril breathing are introduced, with guidance on how to develop a regular MIDB practice. Finally, practical applications in stress management, sports performance, and workplace wellness are discussed, encouraging readers to adopt MIDB as part of their daily self-care routine for long-term health benefits.
DOI: 10.6084/m9.figshare.26317153.v3
title: Episodic intensification of marine phosphorus burial over the last 80 million years

description: Description of Additional Supplementary FilesFile Name: SuppDataset1—Sample information;Description: Detail information of five ferromanganese crust samples, including position, water depth, and CFA infills contained.File Name: SuppDataset2—CFA U-Pb age and crust Pb isotope analyses;Description: the fifteen CFA U-Pb geochronology data, and Pb isotope data for Fe-Mn crust from LA-ICP-MS and solution, respectively.File Name: SuppDataset3—Os isotope compositions of Fe-Mn crusts and Sr isotope compositions of CFAs;Description: Osmium isotope data for Fe-Mn crust MCSD85; Raw reference data of seawater osmium isotope curves; Strontium isotope data for 15 CFA samples and one calcite basement.File Name: SuppDataset4—Major element compositions of CFA and crust;Description: EPMA results for Fe-Mn crust MCSD85 and CFA studied.File Name: SuppDataset5—Trace element compositions of CFA and crust;Description: Trace elements content data for three Fe-Mn crusts and fifteen CFA studied.File Name: SuppDataset6—Instrument parameters for LA-ICP-MS and LA-MC-ICP-MS;Description: LA-ICP-MS Instrument parameters for CFA and Fe-Mn crust trace elements, and CFA U-Pb data; LA-MC-ICP-MS Instrument parameters for Sr isotope analysis.<br>
DOI: 10.6084/m9.figshare.27686706.v1
title: I Use Artificial Intelligence: An empirical study on the banking sector in Indonesia by extending the TAM model and the moderating effect of perceived trust

description: Tabulasi hasil penelitian
DOI: 10.17632/86my2r3gj5
title: An introduction to Open Science and Research Data Management 

description: "An introduction to Open Science and Research Data Management" by the UniSR/OSR Open Science Team. 

The presentation is divided in two parts: 
- The first briefly discusses the core concepts and principles of Open Science, the benefits of this approach for all stakeholders, and the open science requirements from journals and funders, with a focus on the new policies adopted by the European Commission in the "Horizon Europe" programme (the EU's key funding programme for research and innovation, until 2027). 
- The second part focuses on Research Data Management and provides practical information on Data Management Plans (DMPs), on how to effectively preserve and share research data, and on how to make research data FAIR (Findable, Accessible, Interoperable, Reusable). 

All relevant references are collected in the last slide.
DOI: 10.17632/fbs5vyj6wt
title: The Distributional Effects of Student Loan Forgiveness (Replication Package)

description: Replication package for: Catherine, Sylvain, and Constantine Yannelis, 2022. "The Distributional Effects of Student Loan Forgiveness", Journal of Financial Economics.
DOI: 10.17632/vsvw3xfpwz
title: EMRBots: a 100-patient database

description: A 100-patient database that contains in total 100 virtual patients, 372 admissions, and 111,483 lab observations.
DOI: 10.6084/m9.figshare.1477876.v1
title: Modular Reasoning in Aspect-Oriented Languages

description: Aspect-oriented programming aims to separate crosscutting concerns into their own modules, called aspects. While aspects can achieve this at a syntactic level, this is done at the expense of modular reasoning: Whenever a method call is made, all aspects should be inspected to determine whether or not that call's behaviour will be affected by an aspect. To restore modular reasoning, we present a two-part approach that does not affect the programming language itself, but rather governs how to write contracts for aspect-oriented programs. Presented at SATToSE'15.
DOI: 10.6084/m9.figshare.26797660.v1
title: Source Data NC_Yunpeng Zheng

description: The data were corresponding to the Figures in article titled Carrier-phonon decoupling in perovskite thermoelectrics via entropy engineering.
DOI: 10.6084/m9.figshare.28120901.v2
title: Data from: Smart IoT-driven precision agriculture: Land mapping, crop prediction, and irrigation system

description: This dataset collects the Landsat 8 satellite image for NDVI and salinity Index.
DOI: 10.6084/m9.figshare.3569112.v1
title: Appendix A. Overview of appendices and notation.

description: Overview of appendices and notation.
DOI: 10.1285/i24995835v2025n23p192
title: Intelligenza Artificiale e Service Learning: sinergie e prospettive nel contesto educativo nazionale ed internazionale

description: L'intelligenza artificiale sta ridefinendo le modalità dell'insegnamento e dell'apprendimento mentre, il service learning, si conferma sempre di più come una metodologia capace di coniugare conoscenza accademica e impegno civico. Questo articolo analizza le intersezioni tra IA e SL nel contesto europeo e internazionale, esplorando come l'IA possa potenziare le esperienze di apprendimento-servizio e, viceversa, come il SL possa offrire un terreno formativo ed etico per l'uso consapevole delle tecnologie intelligenti. Si discutono applicazioni, sfide e prospettive di ricerca, con particolare attenzione alla promozione della cittadinanza digitale, dell'etica tecnologica e della sostenibilità, in linea con gli Obiettivi di Sviluppo Sostenibile (Agenda 2030).
description: Artificial intelligence is redefining the ways of teaching and learning while, service learning, is increasingly confirmed as a methodology capable of combining academic knowledge and civic commitment. This paper analyzes the intersections between AI and SL in the European and international context, exploring how AI can enhance service-learning experiences and, conversely, how SL can offer a formative and ethical ground for the conscious use of intelligent technologies. Applications, challenges and research perspectives are discussed, with a focus on promoting digital citizenship, technological ethics and sustainability, in line with the Sustainable Development Goals (Agenda 2030).
DOI: 10.15468/dl.aa22j5
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025035-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkqjz8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thevetia peruviana",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025033-250811113504898/datasets/export for details.
DOI: 10.7910/dvn/k7kbw5
title: OCAI Centroid method R code

description: This code is for the evaluation and making subcultures of the OCAI data with a new method published here: 
Kasa, R: Capturing blended subcultures through individual-level cultural vectors: A new method for competing values framework-driven organizational culture assessment instrument. In: Humanities and Social Sciences Communications
DOI: 10.6084/m9.figshare.29950277
title: Deaths of despair data (UK)

description: These data show the mortality related to "deaths of despair" - that is, deaths related to drugs, alcohol & suicide - in the UK, along with social factors which might co-vary with these deaths, such as deprivation, economic inactivity & income. These data are taken from the Office for National Statistics and are all publicly available.
DOI: 10.5281/zenodo.16913058
title: IAC_PAC_Q&A_PAIRS
DOI: 10.6084/m9.figshare.29950277.v1
title: Deaths of despair data (UK)

description: These data show the mortality related to "deaths of despair" - that is, deaths related to drugs, alcohol & suicide - in the UK, along with social factors which might co-vary with these deaths, such as deprivation, economic inactivity & income. These data are taken from the Office for National Statistics and are all publicly available.
DOI: 10.6084/m9.figshare.29950277.v2
title: Deaths of despair data (UK)

description: These data show the mortality related to "deaths of despair" - that is, deaths related to drugs, alcohol & suicide - in the UK, along with social factors which might co-vary with these deaths, such as deprivation, economic inactivity & income. These data are taken from the Office for National Statistics and are all publicly available.
DOI: 10.15468/dl.r8f4ux
title: Occurrence Download

description: A dataset containing 170192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Helminthotheca echioides"
 ]
}

 The dataset includes 170192 records from 1742 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025817-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fabv5s
title: Occurrence Download

description: A dataset containing 26326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((103.24414 18.7295,124.13076 18.7295,124.13076 34.68603,103.24414 34.68603,103.24414 18.7295))",
 "TaxonKey is Microhyla fissipes"
 ]
}

 The dataset includes 26326 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005327-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.