cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20222178.v2
title: A dataset of lake-catchment characteristics for the Tibetan Plateau (v1.0)

description: Lakes collect runoff, sediment and nutrients from upstream watersheds and are an important "destination" of material migration at the watershed scale. Therefore, the attributes of lake water and sediment are affected by catchment attributes (e.g. climate, terrain and vegetation conditions) to a large degree. This dataset delineates the watershed boundaries of 1525 Lakes (with an area from 0.2 to 4503 square kilometers) on the Tibetan Plateau, and calculates 721 catchment-scale attributes on the aspects of lake body, terrain, climate, vegetation, soil/geology and anthropogenic activities. This is the first dataset of lake-catchment characteristics on the Tibetan Plateau, which can provide foundamental data for the study of lakes in the Tibetan Plateau. <br> <br>
DOI: 10.6084/m9.figshare.23301215.v1
title: Impact of Focus of Attention on Aiming Performance in the First-Person Shooter Videogame Aim Lab: Dataset.xlsx

description: Full and refined (used for analysis) dataset of aiming performance in a First Person Shooter (FPS) game scenario in Aim Lab in two Focus of Attention (FoA) conditions (internal and external) and participant demographic information. <br> <strong>Demographic data includes:</strong> A: Participant B: Age C: Gender D: Recent alcohol use E: Recent psychoactive substance use F: Normal or corrected to normal eyesight G: Right Handedness H: FPS game experience (two groups: 200-1000hours, &gt;1000hours) I: FPS game experience unrefined (three groups: 200-1000hours, 1001-3000hours, &gt;3000hours) J: Cursor sensitivity (cm/360°) <br> <strong>Performance data includes:</strong> External Condition (columns K-O) K: Total kills L: Total shots M: Kills Per Second (KPS) N: Accuracy (%) O: Composite score. <br> Internal Condition (columns P-T) P: Total kills Q: Total shots R: Kills Per Second (KPS) S: Accuracy (%) T: Composite score. <br> Combined AF: FoA effect (External Condition Composite score (column O) - Internal Condition Composite score (T) <br> <strong>FoA data (on 5 point Likert scale):</strong> <br> External Condition U: External Condition-internal FoA score V: External Condition-external FoA score Z: External Condition (external FoA score) - External Condition (internal FoA score) <br> Internal Condition W: Internal Condition-internal FoA score X: Internal Condition-external FoA score Y: Internal Condition (external FoA score) - Internal Condition (internal FoA score) <br> <strong>Additional FoA information</strong> Note: a positive value represents an overall external FoA was used, a negative value represents an overall internal FoA was used <br> AC: Overall FoA for the external condition (Ext-ext - Ext-int), AD: Overall FoA for internal condition (Int-ext - Int-int) AE: Overall FoA used across both conditions (measures the overall tendency to adopt either an internal or external FoA, a value of 0 indicates no tendency) -&gt;calculated by adding values from columns AC and AD <br> <br> <strong>Additional Data:</strong> AA: Inclusion (passing the post-manipulation check) AB: Order of task presented <br> <br>
DOI: 10.6084/m9.figshare.24471076.v1
title: Data and Code for manuscript titled "Distinguishing motion artifacts during optical fiber-based in-vivo hemodynamics recordings from brain regions of freely moving rodents"

description: This repository contains code and data for the manuscript titled - "Distinguishing motion artifacts during optical fiber-based in-vivo hemodynamics recordings from brain regions of freely moving rodents" submitted to journal of neurophotonics.This work is shared under the CC BY-NC-SA (Attribution-NonCommercial-ShareAlike) license.This link will be made public once the manuscript has been accepted for publication.<br>Updated March 19 2024 by Anupam Bisht
DOI: 10.17632/mvdk3xzbgr
title: JCEM Supplementary Material

description: This is the supplementary material for our paper submitted to JCEM, manuscript number being jc.2020-02930R1.
DOI: 10.17632/wh6zpkmh6m
title: Global citizenship – Dataset from Vietnam

description: This dataset provides information about self-assessment of students' knowledge, skills, and attitudes in the global citizenship context, the relationship between some factors and students' knowledge, skills, and attitudes. The questionnaire contains two groups. Group (1) is about demographic information. Group (2) includes 5 questions with 55 items. Two first questions focus on students' knowledge, skills, and attitudes in the global citizenship context. Three left questions emphasize educational content students learned at school, activities students have participated in, global issues their parents have discussed with them, and activities their parents have encouraged them to join. The data were collected by survey at schools by researchers and experts who are the members of the project "Studying on Vietnam global citizenship.” There were 2379 students who participated in the survey and answered the questionnaire, but after cleaning data, 2069 responds are valid. The survey was conducted in 6 provinces and cities in three main regions of Vietnam, with 54 schools. In each province or city, there were 9 schools chosen to belong to 3 districts (3 schools including 1 primary, 1 lower secondary, and 1 upper secondary school in each district) in both rural and urban areas.
DOI: 10.6084/m9.figshare.27301734.v1
title: An open-pit mine segmentation dataset for deep learning

description: The open-pit mine segmentation dataset for deep learning is a carefully curated resource. It was developed through a systematic process. Firstly, by conducting comprehensive literature research, the Point of Interest (POI) data of open-pit mines was summarized. Based on this, Google Level 17 images were obtained. Then, through painstaking manual annotation work, the boundaries of the mines were precisely marked out. The dataset provides the boundary information in YOLO format, which is highly conducive to the training and optimization of deep learning models for tasks related to open-pit mine segmentation. It enables researchers and practitioners in the field of deep learning to have a reliable and accurate dataset at their disposal, facilitating the development of more effective algorithms and applications for understanding and analyzing the characteristics and patterns of open-pit mines, which can have significant implications for mine management, safety monitoring, and resource optimization in the open-pit mining industry.<br>
DOI: 10.6084/m9.figshare.6715754.v1
title: Data MixoBioGeo Faure et al. 2018

description: <b>TabV9</b>: Sequence abundance for the 318054 metabarcodes assigned to mixotrophic species sampled during the <i>Tara Oceans</i> campaign.<br><br><b>TabMixo</b>: Sequence abundance table for 133 mixotrophic lineages sampled during the <i>Tara Oceans</i> metabarcoding dataset.<br><br><b>Envi_context</b>: Environmental context data for the studied samples.<br><br><b>Mixotype</b>: Vector of mixotypes for the 133 mixotrophic lineages considered in the study.<br><br><b>V92Mixotype</b>: Vector of mixotypes for the 318054 mixotrophic metabarcodes considered in the study.<br><b>Figure 1 & Figure 4</b>: Coloured versions of figure 1 and 4 appearing in black and white on the online PDF.<br><br>
DOI: 10.6084/m9.figshare.8038913.v1
title: The METLIN small molecule dataset for machine learning-based retention time prediction

description: <b>The METLIN Small Molecule Retention Time (SMRT) dataset</b>The METLIN SMRT is a reverse-phase retention time dataset covering a total of 80,038 small molecules. The SMRT dataset includes, for each molecule, the retention time (in seconds), the PubChem number, the molfiles containing the structure (SDF format), and molecular descriptors and extended connectivity fingerprints (ECFP) calculated with Dragon 7 (Kode Chemoinformatics, Pisa, Italy). <br>The SMRT is a freely available resource. Use and redistribution of the data, in whole or in part, requires explicit acknowledgment of the source material and the original publication:<br><br>Domingo-Almenara, X. et al. The METLIN small molecule dataset for machine learning-based retention time prediction. <i>Nature Communications </i>(2019)<i> </i>DOI: 10.1038/s41467-019-13680-7<br><br>
DOI: 10.17632/8ygn9t8ghk
title: The Impact of Deliberate Errors on the Learning of Concrete and Abstract Concepts

description: This study addresses the core issue of learning from errors in educational psychology by innovatively examining the effects of deliberate errors under different lexical-category conditions.
DOI: 10.17632/yzy3jvvrb2
title: ENSURING GENERATIONAL CONTINUITY: A SYSTEMATIC REVIEW OF SUCCESSION PLANNING AND SUSTAINABILITY IN AFRICAN FAMILY BUSINESSES

description: Data set for systematic literature review
DOI: 10.6084/m9.figshare.1065476.v1
title: ENVIRONMENT OF MSMEs' IN RAPID EMERGING ECONOMY: THE CASE OF INDIA

description: The Micro, Small and Medium sized Enterprise (MSMEs) Sector continue to be a vibrant<br>sector of the Indian economy. This sector contributes nearly 45 per cent of the total industrial production<br>and accounts for approximately 40 per cent of the total exports. This Micro Small and Medium sector has<br>every time making a higher growth rate than the large industries. There are over 6000 products ranging<br>from traditional to high-tech items, which are being manufactured by the small enterprises in India. After<br>agriculture, this sector provides the highest opportunities for both self-employment and jobs in India.
DOI: 10.6084/m9.figshare.19694773.v1
title: Norman CNLs

description: Norman CNLs dataset
DOI: 10.6084/m9.figshare.27998513.v1
title: How Shared Leadership and Task complexity Shape Expectations of Team Effectiveness_final

description: Research has shown that shared leadership enhances team effectiveness, but do outside stakeholders also expect teams with shared leadership to be more effective? Study 1 (<i>n</i> = 368) showed that people generally expect teams with shared leadership to be less effective than teams with a single leader. This effect was strengthened by stakeholders’ hierarchical beliefs about leadership, indicating that shared leadership does not match with stakeholders’ default beliefs about team leadership so that they would not expect these teams to be effective. However, Study 2 (<i>n</i> = 291) showed that people expect teams with shared leadership to perform worse than teams with single leaders in simple tasks, but better than teams with single leaders in complex tasks. This reversal occurs because complex tasks evoke more communal beliefs about leadership. Shared leadership aligns with these communal beliefs, promoting stakeholders to expect greater effectiveness in teams adopting shared leadership. In conclusion, stakeholders expect teams to be more effective when the team’s leadership structure matches their beliefs about team leadership and their beliefs are contingent on task complexity. We replicated these results in 8 different studies (<i>n</i> = 2220).
DOI: 10.6084/m9.figshare.10012559.v1
title: A dataset of distributed global water withdrawal from 1960 to 2017

description: Global water withdrawal data
DOI: 10.6084/m9.figshare.19289567.v1
title: Supplementary Material for: Relative brain volume of carnivorans has evolved in correlation with environmental and dietary variables differentially among clades

description: Carnivorans possess relatively large brains compared to most other mammalian clades. Factors like environmental complexity (Cognitive Buffer Hypothesis) and diet quality (Expensive-Tissue Hypothesis) have been proposed as mechanisms for encephalization in other large-brained clades. We examine whether the Cognitive Buffer and Expensive-Tissue Hypotheses account for brain size variation within Carnivora. Under these hypotheses, we predict a positive correlation between brain size and environmental complexity or protein consumption. Relative endocranial volume (PGLS residual from species mean body mass) and nine environmental and dietary variables were collected from the literature for 148 species of terrestrial and marine carnivorans. We found that the correlation between relative brain volume and environment and diet differed among clades, a trend consistent with other larger brained vertebrates (i.e., Primates, Aves). Mustelidae and Procyonidae demonstrate larger brains in species with higher quality diets, consistent with the Expensive-Tissue Hypothesis, while in Herpestidae correlations between relative brain size and environment are consistent with the Cognitive Buffer Hypothesis. Our results indicate that carnivorans may have evolved relatively larger brains under similar selective pressures as primates despite the considerable differences in life history and behavior between these two clades.
DOI: 10.6084/m9.figshare.22310317.v2
title: Data from: Assessing bird diversity in Neotropical rainforests: A comparative study of camera traps and mist nets reveals complementary sampling approaches

description: Original data from: Vargas-Daza, A.M., J.F. Betancurt-Grisales, L.J. Cardona-Salazar, Y.A. Benavides-Ossa, F.E. Fontúrbel & G.J. Castaño-Villa. 2023. Assessing bird diversity in Neotropical rainforests: A comparative study of camera traps and mist nets reveals complementary sampling approaches. Ornithological Applications 125: 1-8. doi: 10.1093/ornithapp/duad019 <br> This repository contains two CSV files with the original data, one for camera trap data and the other one for mist net data. <br> Abbreviations used: MF = mature forest OSF = old secondary forest Dry = dry season Wet = rainy season CT = camera trap <br> When re-using this information please cite this repository along with the original article.
DOI: 10.6084/m9.figshare.26089265.v1
title: HiGTS_2015s1

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2015s1 contains the data from January 1, 2015 to March 31, 2015.
DOI: 10.6084/m9.figshare.3564918.v1
title: Appendix C. Additional statistical tables.

description: Additional statistical tables.
DOI: 10.6084/m9.figshare.695067.v1
title: Organ Donation Data

description: This fileset includes data from multiple sources about state populations, organ donor registries, and the number of deceased donors by state over time.
DOI: 10.6084/m9.figshare.1250074.v3
title: MS agar

description: Mannitol Soya Flour (MS or SFM) agar This medium is used to make a number of Streptomyces species sporulate. Some commonly used strains, including S. scabies and S. venezuelae do not sporulate on MS agar.
DOI: 10.6084/m9.figshare.14167073.v1
title: AllStages_TrophoblastNuclei.loom

description: AllStages_TrophoblastNuclei.loom is the processed trophoblast data shown in Figure 2 in loom file format. It contains the integrated dataset of only the trophoblast nuclei from E9.5, E10.5, E12.5, E14.5 mouse placentae. This file can be used to filter the AllStages_velocyto_output.loom for the trophoblast nuclei and UMAP projections from Figure 2 for analysis in scVelo.
DOI: 10.17632/4mm6kdj4xg
title: China's Overseas Lending - loan-level dataset and country debt stock estimates

description: Data and replication files for Horn, Reinhart and Trebesch (2021) China's Overseas Lending, forthcoming in the Journal of International Economics. 

Our database contains estimates of debt owed to China by more than 100 developing and emerging market governments for each year 2000-2017. The zip file also contains the underlying micro-level  “consensus” database covering 4900 loans and grants from Chinese official creditors 1949 to 2017. 

The Stata Do file "DebtStockEstimation" uses the micro-level loan data to produce our country-level debt stock estimates. The additional Stata and Excel files allow replicating all figures and main results of Horn, Reinhart and Trebesch (2021).
DOI: 10.6084/m9.figshare.13483119.v4
title: Source data for Wälchli, T. et al. Nature Protocols 2021 Hierarchical imaging and computational analysis of three-dimensional vascular network architecture in the entire postnatal and adult mouse brain

description: These data were used in the analysis presented in the paper:<br><br>Wälchli, T. et al. Nature Protocols 2021 Hierarchical imaging and computational analysis of three-dimensional vascular network architecture in the entire postnatal and adult mouse brain<br>It contains the underlying data for the graphical Figures provided as individual .csv files (one for each figure/panel) with the linked figure noted within the file.<br><br>Please give credit to any of these data when appropriate.
DOI: 10.6084/m9.figshare.19248812.v1
title: ParliaMint-SI.tr.csv

description: Machine translated parliamentary debates from the ParlaMint corpus v2.0 for the years 2019 and 2020.<br>
DOI: 10.6084/m9.figshare.7514360.v1
title: Palatal obturator prosthesis: case series

description: ABSTRACT Surgical treatment for palate cancers can result in oral-nasal/sinus communication, which impairs the swallowing, speech and chewing ability of patients with reflux of ingested food into the nasal cavity, reducing their quality of life. This article aims to report how three cancer patients, with different types of palate cancer undergoing partial maxillectomy with oroantral or oral-nasal communication as postoperative sequelae were prosthetically rehabilitated from 2009 to 2015. The prostheses were made by dental-surgeons interns in the service of the Multidisciplinary Residency in Oncological Healthcare of the Hospital School of the Federal University of Pelotas (HE/UFPel). One of the patients is completely edentulous, the second partially toothed and in the third case the patient is totally toothed, only requiring the obturator. The creation of prosthetic rehabilitation followed the steps of conventional prostheses, especially observing the particularities in the planning, molding, installation and adjustment stages of the prosthesis. In all cases there was improvement on speech immediately after the prosthesis installation and patients reported greater ease to feed.
DOI: 10.6084/m9.figshare.24125757.v1
title: Effective mechanical potential of cell–cell interaction in tissues harboring cavity and in cell sheet.

description: Source data and movies for "Effective mechanical potential of cell–cell interaction in tissues harboring cavity and in cell sheet toward morphogenesis" by Koyama et al.
DOI: 10.6084/m9.figshare.26334721.v1
title: Blood glucose of wintering great tits

description: Blood glucose concetrations of great tits wintering in Łódź during nine consecutive winters.
DOI: 10.6084/m9.figshare.26357635.v1
title: Wheat and Tomato Healthy and Disease Images Dataset

description: The training dataset for the disease prediction model comprises more than 500 images capturing both healthy and diseased tomato and wheat leaves. The validation and test datasets included over 120 and 50 images respectively. The dataset was meticulously curated by manually collecting data from diverse sources, including the Plant Village dataset, Plant Doc dataset, and Wheat Leaf dataset.
DOI: 10.6084/m9.figshare.5121151.v1
title: Supplementary Material for: Recombinant Fusion Proteins Assembling Der p 1 and Der p 2 Allergens from <i>Dermatophagoides pteronyssinus</i>

description: <i>Background:</i> Fusion proteins assembling multiple allergens can be engineered by recombinant DNA technologies in order to produce tools for diagnostic and immunotherapeutic purposes. Herein, we developed and characterized chimeras assembling Der p 1 and Der p 2 allergens as potential candidate vaccines against house dust mite allergy. <i>Methods:</i> Fusion proteins encompassing Der p 2 with either mature or proDer p 1 were expressed in <i>Escherichia coli</i> or <i>Pichia pastoris</i>. Forms with mutation in Der p 1 catalytic site were also engineered. Purified chimeras were characterized by immunoblotting, circular dichroism, disulfide bond mapping, basophil and T lymphocyte stimulation assays. <i>Results:</i> Four fusion proteins were expressed in <i>E. coli </i>as inclusion bodies, whereas only chimeras comprising proDer p 1 were obtained in yeast. All such hybrids formed polymers and aggregates, and yeast-expressed chimeras were unstable. Circular dichroism analysis performed after refolding of bacteria expressed chimeras encompassing mature Der p 1 confirmed partial folding, consistent with the occurrence of both correct and inappropriate intramolecular disulfide bonds. All fusion molecules were recognized by Der p 1- and Der p 2-specific human IgEs, monoclonal and polyclonal antibodies. Fusion proteins activate basophils from mite-allergic patients and trigger the proliferation of specific CD4+ T cells, albeit to a lower level when compared to individual allergens. <i>Conclusions:</i> Production of multiple Der p 1-Der p 2 fusion proteins exhibiting partial folding and proper antigenic properties has been achieved. Nonetheless, significant solubility and stability issues currently limit the application of such chimeras for immunotherapy or diagnostic.
DOI: 10.6084/m9.figshare.811862.v2
title: Script for creating an NCI surface as a JVXL compressed file from a (Gaussian) cube of total electron density

description: A Script to generate a NCI surface from a Gaussian Cube file, and to write the result as two files, a .xyz coordinate file and a .jvxl isosurface file. See E. R. Johnson, S. Keinan, P. Mori-Sánchez, J. Contreras-García, A. J. Cohen and W. Yang, J. Am. Chem. Soc., 2010, 132, 6498–6506. doi: 10.1021/ja100936w for details of the theoretical procedure. The NCI procedure was implemented in Jmol by Bob Hanson.
DOI: 10.60893/figshare.adv.28789883.v1
title: Comparison of two forms of particle dynamics equation

description: This material provides seven distinct typical examples comparing the applications of the new particle dynamics equation with Newton's second law. These examples comprehensively illustrate how the new equation better explains classical mechanics experiments.
DOI: 10.17632/f62ypmcb64
title: Data for: Method to correct ambient pressure XPS for the distortion caused by the gas

description: Cross Section for N2 gas published as figure 2 in Sven Tougaard and Mark Greiner, "Method to correct ambient pressure XPS for the distortion caused by the gas" Applied Surface Science. (2020) First column: energy loss T in eV Second column: the cross section K(T) in the form: IMFP*K(T) in units (1/eV) where IMFP is the inelastic mean free path and K(T)dT is the probability for the electron to lose energy in the interval T to T+ dT per unit path length travelled in the gas. It can be used with the QUASES software to correct XPS taken in a N2 gas for the distortions caused by the gas. IMFP*K(T) is the form used as input in the software.
DOI: 10.17632/zyc7rz5w43
title: I smell it, I (do not) want it - The influence of food odor on inhibition in restrained and non-restrained eaters

description: Complete Data for I smell it, I (do not) want it - The influence of food odor on inhibition in restrained and non-restrained eaters
DOI: 10.6084/m9.figshare.14330492.v1
title: High-resolution records of anthropogenic activity, geohazards and natural environmental changes during the past 4000 years from the Reservoir of Sun-Moon Lake, central Taiwan

description: The data cited in the paper of "High-resolution records of anthropogenic activity, geohazards and natural environmental changes during the past 4000 years from the Reservoir of Sun-Moon Lake, central Taiwan" was published in "Science of the Anthropocene". From Sun-Moon Lake of cores Sun 2-1 and SM 16 4-3 include in three files.