cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2dkqb1
title: CCDC 2221563: Experimental Crystal Structure Determination

description: Related Article: Josephine F. Smernik, Pol Gimeno-Fonquernie, Jorge Albalad, Tyla S. Jones, Rosemary J. Young, Neil R. Champness, Christian J. Doonan, Jack D. Evans, Christopher J. Sumby|2023|CrystEngComm|25|6539|doi:10.1039/D3CE00881A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.24721794
title: Flex_final_open_db_2023.xlsx

description: In the present study we investigate whether cognitive flexibility is a unitary mechanism underlying flexible behaviours across many domains or a domain-specific capacity. The literature on cognitive flexibility is divided into several research lines that do not converge. The most prominent one considers flexibility an executive function that represents the ability to switch among rules or tasks. In other research traditions it is associated with distinct components, such as the capacity to place an item into many categories (in creativity tests) or a characteristic of different cognitive or perceptual processes (e.g., flexible language use, flexibility in mathematics, perceptual flexibility). To determine whether flexibility in different domains relies on a general shared mechanism, 221 subjects from two countries (The United States and Romania, mean age 19.52 years) were tested online with four tasks from four different domains of investigation: language, mathematics, perception, and task switching. All tasks required some form of cognitive flexibility. In addition, we measured math anxiety to see how this relates to mathematical flexibility. The results show weak partial correlations among the tasks. They also highlight some factors that explain shared variance among various combinations of the tasks, but no unitary overarching "executive" factor. The most prominent factor was speed of processing for mathematical and language response times. Shifting does not seem to be a mechanism that underlies flexibility in all of the investigated domains. While we acknowledge the need for replication of this study, the data suggest that the construct of shifting does not exhaust the notion of flexibility as it arises across cognitive domains.
DOI: 10.6084/m9.figshare.24721794.v1
title: Flex_final_open_db_2023.xlsx

description: In the present study we investigate whether cognitive flexibility is a unitary mechanism underlying flexible behaviours across many domains or a domain-specific capacity. The literature on cognitive flexibility is divided into several research lines that do not converge. The most prominent one considers flexibility an executive function that represents the ability to switch among rules or tasks. In other research traditions it is associated with distinct components, such as the capacity to place an item into many categories (in creativity tests) or a characteristic of different cognitive or perceptual processes (e.g., flexible language use, flexibility in mathematics, perceptual flexibility). To determine whether flexibility in different domains relies on a general shared mechanism, 221 subjects from two countries (The United States and Romania, mean age 19.52 years) were tested online with four tasks from four different domains of investigation: language, mathematics, perception, and task switching. All tasks required some form of cognitive flexibility. In addition, we measured math anxiety to see how this relates to mathematical flexibility. The results show weak partial correlations among the tasks. They also highlight some factors that explain shared variance among various combinations of the tasks, but no unitary overarching "executive" factor. The most prominent factor was speed of processing for mathematical and language response times. Shifting does not seem to be a mechanism that underlies flexibility in all of the investigated domains. While we acknowledge the need for replication of this study, the data suggest that the construct of shifting does not exhaust the notion of flexibility as it arises across cognitive domains.
DOI: 10.6073/pasta/ecda298ed0a0def05f530eb18d7fa674
title: Structure of Ant Communities in Declining Hemlock Stands at Harvard Forest 2003

description: In biomass and ecological dominance, ants are the most important invertebrate taxon in terrestrial ecosystems and they can alter significantly fundamental processes and dynamics of soil ecosystems. Relative to deciduous stands, hemlock stands are depauperate in ant species that are linked to differences in rates of soil turnover and nutrient mineralization between these forest types. In both hemlock and deciduous stands, we will document ant species richness and abundance; assess their role in soil nutrient cycling; determine temporal trajectories of ant community assembly as hemlock declines following woolly adelgid infestation, and is subsequently replaced by birch; and discover how these trajectories influence nutrient availability during this transition. For more details see: Ellison, A. M., J. Chen, D. Dz, C. Kammerer-Burnham, and M. Lau. 2005. Changes in ant community structure and composition associated with hemlock decline in New England. Pages 280-289 in B. Onken and R. Reardon, editors. Proceedings of the 3rd Symposium on Hemlock Woolly Adelgid in the Eastern United States. US Department of Agriculgure - US Forest Service - Forest Health Technology Enterprise Team, Morgantown, West Virginia.
DOI: 10.6084/m9.figshare.24721977
title: Dataset for cognitive performance study

description: Cognitive and related data for 98 countries<br>
DOI: 10.5281/zenodo.10256821
title: DEVELOPING CRITICAL THINKING AND PROBLEM-SOLVING SKILLS IN GIFTED STUDENTS
DOI: 10.5281/zenodo.10256822
title: DEVELOPING CRITICAL THINKING AND PROBLEM-SOLVING SKILLS IN GIFTED STUDENTS
DOI: 10.17632/4fcb77dxfw.1
title: EasyScan_HEP: A tool for connecting programs to scan the parameter space of physics models

description: We present an application, EasyScan_HEP, for connecting programs to scan the parameter space of High Energy Physics (HEP) models using various sampling algorithms. We develop EasyScan_HEP according to the principle of flexibility and usability. EasyScan_HEP allows us to connect different programs that calculate physical observables, and apply constraints by one human-readable configuration file. All programs executed through command lines can be connected to EasyScan_HEP by setting input and output parameters of the programs. The current version offers the sampling algorithms of Random, Grid, Markov chain Monte Carlo and MultiNest. We also implement features such as resume function, parallelization, post-processing, and quick analysis.
DOI: 10.17632/fwf2gbvp2t.1
title: Risk assessment of severe adult tetanus using the NLR and AST level and construction of a nomogram prediction model

description: This excel presents basic data, clinical symptoms, laboratory results, treatment, and outcomes for all patients included in the study.
DOI: 10.17632/my9xzpm8xg.1
title: Code for the cluster dichotomy model

description: The stability of colloid is closely related to the aggregation of colloidal particles and the dispersion of clusters in the system. Because aggregation changes the original state of the sol, previous studies have paid more attention to the aggregation process of the colloid. In fact, aggregation process and dispersion process coexist. The Cluster-Cluster Aggregation model has been widely used to simulate the process of colloidal agglomeration. In the aspect of cluster dispersion, people pay more attention to the simulation of cluster dispersion caused by external forces (such as shear force). In the actual system, the sudden decrease of electrolyte concentration leads to the increase of electrostatic repulsion between colloidal particles, resulting in the disintegration of the clusters. Inspired by the dimerization process of the traditional Cluster-Cluster Aggregation model, we previously proposed a dichotomy model to simulate the dispersion process of colloidal clusters. Here, we provide Java code for the dichotomy model, which can simulate dispersion caused by external forces and internal forces. This paper further elaborates the key points of the dichotomy model, mainly including: the definitions of the relevant probabilities involved in the dichotomy model, the data structures of particle, cluster and cube, and the functions of the relevant parameters related to the dichotomy model. Furthermore, the cluster's characteristics of erosion dispersion and collapse dispersion are studied respectively.
DOI: 10.17632/jh3f57mgmb.1
title: Data for: Determination of the C(3)^{1}\Sigma^{+} state potential energy curve in KCs molecule based on polarisation labelling spectroscopy data

description: The experimental Dunham coefficients and potential energy curve for the C(3)1Sigma+ state of the KCs molecule. Set of experimental energies E (in cm-1) of the observed rovibrational levels in the C(3)1Sigma+ state.
DOI: 10.17632/jh3f57mgmb.2
title: Data for: Determination of the C(3)^{1}\Sigma^{+} state potential energy curve in KCs molecule based on polarisation labelling spectroscopy data

description: The experimental Dunham coefficients and potential energy curve for the C(3)1Sigma+ state of the KCs molecule. Set of experimental energies E (in cm-1) of the observed rovibrational levels in the C(3)1Sigma+ state.
DOI: 10.6084/m9.figshare.24722085.v1
title: 20231205_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.24722085
title: 20231205_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.17632/cptpkwphn4.1
title: SDE method for cosmic rays modulation in the heliosphere statistical error and solution uniqueness

description: The cosmic ray modulation in the heliosphere models comes to a new phase of their evolution, where the still higher number of models will be public with published source code. At the dawn of this period, we want to address two topics, the statistical error of their results and the uniqueness of their solutions. We present a method for the evaluation of statistical error for the numerical stochastic differential equation method, which is probably the most used method to numerically solve Parker's equation. We defined a limit of statistical error, for which we present a method to estimate the number of particles needed to be simulated to reach this limit. The estimation of statistical error from a scan of parametric space of two currently available models with public code, for the SOLARPROP model and Geliosphere 2D model, is presented. We present a test of the uniqueness of the solution of Parker's equation for 1D and 2D models of heliospheric modulation. Namely for the 1D B-p model and Geliosphere 2D model. The dependence of solution uniqueness on the selected model's input parameters is presented and discussed.
DOI: 10.5281/zenodo.10149671
title: Data and documentation from: Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape

description: The zip file contains data and code to reproduce the analysis in the submitted manuscript entitled Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape. Please see the manuscript for further details on methodology, results and discussion.
DOI: 10.5281/zenodo.7785210
title: Data and documentation from: Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape

description: The zip file contains data and code to reproduce the analysis in the submitted manuscript entitled <em>Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape</em>. Please see the manuscript for further details on methodology, results and discussion.
DOI: 10.5281/zenodo.10149979
title: Data and documentation from: Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape

description: The zip file contains data and code to reproduce the analysis in the submitted manuscript entitled Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape. Please see the manuscript for further details on background, methodology, results and discussion.
DOI: 10.5281/zenodo.7785209
title: Data and documentation from: Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape

description: The zip file contains data and code to reproduce the analysis in the submitted manuscript entitled Microclimate explains little variation in year-round decomposition across an Arctic tundra landscape. Please see the manuscript for further details on background, methodology, results and discussion.
DOI: 10.5281/zenodo.10256843
title: PSYCHOLOGICAL AND PEDAGOGICAL ASPECTS OF TRAINING CADETS FOR ACTIONS IN COMBAT WITH THE USE OF FIREARMS
DOI: 10.17632/8bwmxk2ddb.1
title: DATASET: Camouflage efficiency in a colour‐polymorphic predator is dependent on environmental variation and snow presence in the wild

description: dataset for the paper: Camouflage efficiency in a colour‐polymorphic predator is dependent on environmental variation and snow presence in the wild.
DOI: 10.17632/5myj6bp4t3.1
title: The increasing intention of pro-environmental behavior in the tourist destination-Asia Pacific Journal of Tourism Research

description: The study selected tourists of Zhangjiajie National Forest Park, China as a typical case to demonstrate how perceived eco-friendship evaluation of destination information and tourist emotions influence tourists' pro-environmental behaviour. 568 tourists were used to empirically investigate the UNAM model.
DOI: 10.17632/5myj6bp4t3.2
title: The increasing intention of pro-environmental behavior in the leisure destination-Asia Pacific Journal of Tourism Research

description: The study selected tourists of Zhangjiajie National Forest Park, China as a typical case to demonstrate how perceived eco-friendship evaluation of destination information and tourist emotions influence tourists' pro-environmental behaviour. 568 tourists were used to empirically investigate the UNAM model.
DOI: 10.17632/cfrnv6gj7k.1
title: Ethanol induces replication fork stalling and membrane stress in immortalized laryngeal cells_Hoes et al

description: This file contains the Source Data of all the figures and supplementary figures of the manuscript.
DOI: 10.5281/zenodo.10256829
title: Promoting Transportation Equity through Curriculum Interventions

description: Transportation equity is an integral part of the urban and regional development conversation as it relates to basic rights for citizens, including access to resources and opportunities. In response to this need, there has been an increased interest by the public sector in transportation equity education for present and future engineers, planners, and policymakers. Such education moves beyond conventional engineering and planning education and incorporates a broader range of perspectives, concepts, and ideas, including the social and environmental implications of transportation interventions.  
However, many universities and professional development centers in the U.S. do not currently offer courses and training materials related to equity implications of transportation planning. This report narrates the findings of a study addressing transportation equity education in the Southeast and outlines the development and implementation of a transportation equity program for planning and engineering schools. In light of our findings, we determined three key subject areas that need to be thoroughly considered in curriculum development for graduate schools, specifically in engineering fields: impact analysis, multi-criteria decision-making modeling, and social divide in new technologies.
DOI: 10.17632/8dd5756cxm.1
title: Effect of iron addition to electrolyte on alkaline water electrolysis performance - data

description: This data set contains the raw untreated data, the treated data failes, and the python/MatLab scripts used to handle data treatment.
DOI: 10.17632/r4vrvhb23h.1
title: Dataset for Bibliometric Data-Driven Research Team Formation

description: The dataset contains csv tables regarding the individual expertise and teamwork skills of scholars affiliated with Politehnica University of Timisoara – Romania. The variables included in the dataset were computed from IEEE Xplore bibliometric metadata, extracted on July 4, 2023 using IEEE Xplore Metadata Search API, for the period 2010-2022. A total of 1992 publications, authored by 1179 researchers, have been collected. The domains of expertise are modeled by key terms extracted from paper metadata. In this respect, the dataset contains four collections: a) Case#1 - key terms from publications are extracted from 'title', 'keywords', and 'abstract' metadata fields (6493 key terms); Case#2 - key terms from publications are extracted from 'title' and 'keywords' metadata fields (2651 key terms); Case#3 - key terms from publications are extracted from 'title' metadata fields (1844 key terms); and, Case#4 - key terms from publications are extracted from 'keywords' metadata fields (1254 key terms). Each of these collections contains nine csv tables. For each of the anonymized authors (columns ‘IDx’), table "Individual_Expertise_and_Collaborators" contains the total number of publications, citations, citations in patents, downloads, coauthors with the same affiliation, and, coauthors with other affiliations in lines ‘publications’, ‘citations’, ‘citations_patents’, ‘downloads’, ‘internal_collaborators’, and, ‘external_collaborators’, respectively. Four tables describe the collaborations among pairs of scholars by offering the number of coauthored publications (table "Collaborations_number"), the number of citations received by coauthored publications (table "Collaborations_citations"), the number of citations in patents received by coauthored publications (table "Collaborations_citations_patents), and the number of downloads received by coauthored publications ("Collaborations_downloads"), respectively. The rest of the tables have the same structure, the columns representing the identified key terms and the lines representing the anonymized authors. In these tables, a cell corresponds to the number of publications (table “KeyTerms_number”), the number of citations (table “KeyTerms_citations”), the number of citations in patents (table “KeyTerms_citations_patents”), and the number of downloads (table “KeyTerms_downloads”) received by the publications containing the specified key term, respectively.
DOI: 10.17632/75n5pkc2dk.1
title: Carbon Stock Estimation in different Ecological Zones

description: Analysis of raw data on carbon stock estimation in three ecological zones in Ghana
DOI: 10.17632/sz8rp3d2f9.1
title: Personality Differences and Investment Decision-Making

description: Three datasets used in "Personality Differences and Investment Decision-Making": a survey by American Association of Individual Investors, the HILDA survey, and the GSOEP survey.
DOI: 10.5281/zenodo.5850961
title: Data from: Cross-scale regulation of seasonal microclimate by vegetation and snow in the Arctic tundra

description: The zip file contains data and code from the analyses for von Oppen et al. (2022) Global Change Biology (https://doi.org/10.1111/gcb.16426). Access through the provided R project file (e.g. with RStudio) is recommended for seamless running of the code. Please see the paper (link below) for methodological details, results and discussion, and the ReadMe included in the archive for further detail and usage policy.
DOI: 10.5281/zenodo.5850962
title: Data from: Shrubs, bryophytes and snow influence microclimate across topographic and moisture gradients in the Arctic tundra

description: The zip file contains data and code from the analyses for von Oppen et al. (2022). Access through the provided R project file (e.g. with RStudio) is recommended for seamless running of the code.
DOI: 10.5281/zenodo.6779978
title: Data from: Cross-scale regulation of seasonal microclimate by vegetation and snow in the Arctic tundra

description: The zip file contains data and code from the analyses for von Oppen et al. (2022). Access through the provided R project file (e.g. with RStudio) is recommended for seamless running of the code.
DOI: 10.5281/zenodo.7057780
title: Data from: Cross-scale regulation of seasonal microclimate by vegetation and snow in the Arctic tundra

description: The zip file contains data and code from the analyses for von Oppen et al. (2022) <em>Global Change Biology</em>. Access through the provided R project file (e.g. with RStudio) is recommended for seamless running of the code.
DOI: 10.5281/zenodo.7060023
title: Data from: Cross-scale regulation of seasonal microclimate by vegetation and snow in the Arctic tundra

description: The zip file contains data and code from the analyses for von Oppen et al. (2022) Global Change Biology (https://doi.org/10.1111/gcb.16426). Access through the provided R project file (e.g. with RStudio) is recommended for seamless running of the code. Please see the paper (link below) for methodological details, results and discussion, and the ReadMe included in the archive for further detail and usage policy.
DOI: 10.17632/y9pfcs6ptx.1
title: Sensory Modality Influence on Human Reinforcement Learning: Different Response Time but Consistent Performance - Data and Stimuli

description: This online study sought to investigate human learning behavior across the visual, auditory and haptic sensory modalities in a probabilistic selection task on computers and mobile devices. We examined reaction time, as an indicator for confidence, learning speed, and task accuracy. The haptic based probabilistic selection task showed the fastest reaction time, reinforcing the notion of heightened perceptual confidence in haptics. Conversely, visual stimuli processing exhibited the slowest reaction time and auditory based responses occupied an intermediate position. Despite the differences in reaction time across the senses, all modalities showed a striking consistency in both learning speed and task accuracy. The experiment was conducted using the online platform Gorilla. Experimental data acquired during the study is included in this dataset, and organised into the first block of training phase, all blocks of training phase, and evaluation phase. Auditory and visual stimuli are included in this data set, whilst haptic stimuli are listed as javascript code in the paper. For each sensory modality, 8 different sensory stimuli are created. Two stimuli are used only in the practice phase, and six are used for training and evaluation phases (details are described in the paper).
DOI: 10.17632/dcfgkb7rzk.1
title: Impact of Communicable Diseases on the Nursing Student’s Performance During Clinical Training

description: This research is about impact of communicable disease on students performance during clinical training
DOI: 10.17632/f66zx5bjnp.1
title: Magnetic Domain Recovery: Shocked and Oxidized Magnetite's Response to Temperature

description: The data used for the study "Magnetic Domain Recovery: Shocked and Oxidized Magnetite Response to Temperature" consists of hysteresis, direct current demagnetization (DCD) and first order reversal curves (FORC) measured in sequence and in single “.vres” data files for each temperature step of each sample. We have processed these raw data files and provided all processed data and raw data necessary for reproduction of our results. All files, as well as extra diagrams are available under the name of “supplemental files” as referred to in the text.