cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.5544883.v2
title: An examination of the internal consistency and structure of the Statistical Anxiety Rating Scale (STARS)

description: Participants: 202 (79% females) psychology undergraduates.<br>Demographic variables: Age, Gender (0 = Male, 1 = Female), Campus (0 = Australia, 1 = Singapore).<br>Instruments: Statistical Anxiety Rating Scale, Statistical Anxiety Scale, and the Attitudes toward Statistics Scale.
DOI: 10.17632/2dy4hgn9fw
title: Green-lipped mussel associations with macroalgae on a mussel reef in New Zealand

description: The goal of this study was to develop and test a tool that has the potential to aid restoration practitioners in the selection of suitable natural substrates for overcoming substrate limitation at mussel reef restoration sites in New Zealand and potentially elsewhere across the globe. This study aimed to; 1) create an index that scores the morphological features of macroalgae for their potential to support juvenile mussel recruitment based on prior published data, 2) compare the relative performance of various macroalgae species with differing morphology as attachment substrates for three size classes of juvenile green-lipped mussels or Perna canaliculus on two remnant mussel reefs, and 3) use these findings to evaluate the accuracy with which the index can predict the presence of attached juvenile mussels among macroalgal substrates based on the morphology of the macroalgae. This data details the presence of three different size classes of juvenile green-lipped mussels (i.e., &lt;10 mm, 10 - &lt;20 mm, and 20 - &lt;30 mm in shell length) attached to different species of macroalgae sampled on two remnant intertidal mussel reefs in northeastern New Zealand (Waipu Cove and Pakiri Beach). The presence of juvenile mussels in each size class on macroalgal substrates is reported as total counts and as the proportion (%) of each species of macroalga observed during the reef sampling that exhibited juvenile mussel attachments. The macroalgae species that supported the highest juvenile mussel presence per mussel size class have the most promise for use in overcoming substrate limitation at mussel reef restoration sites.
Scores (1-3) for each of the eight morphological features of macroalgae (i.e., canopy cover, canopy height, holdfast complexity, clustering frequency, planes of branching, branch spacing, degree of branching, and branch width) were generated for each species of macroalga by the Macroalgal Morphology Index (MMI). These scores were tested against the presence of juvenile mussels attached to each species of macroalga using a linear discriminant analysis (LDA) to determine the accuracy of the MMI's scoring criteria. The LDA revealed that collectively, the index scores for each morphological feature were able to predict the likelihood of mussel attachments to macroalgae for juveniles &lt;10 mm in shell length with 75% accuracy but with only 40-60% accuracy for juveniles 10 – &lt;30 mm. Additionally, a 10-fold cross-validation was employed to assess the relative importance of each morphological feature of macroalgae as a predictor of juvenile mussel presence. This revealed that holdfast complexity and canopy cover were the strongest predictors of attached juvenile presence for all three mussel size classes, and planes of branching, branch width, degree of branching, and branch spacing were generally strong predictors of the presence of attached juvenile mussels &lt;10 mm.
DOI: 10.6084/m9.figshare.1497939.v1
title: A Phytogeographical Metaanalysis of the Semiarid Caatinga Domain in Brazil - Supplementary Files

description: These files comprise the database in CSV format used for the analyses described in the paper “A phytogeographical metaanalysis of the semiarid Caatinga Domain in Brazil” published by Moro et al (2016) in The Botanical Review (http://dx.doi.org/10.1007/s12229-016-9164-z). The bibliographical reference for each floristic survey included in our study is given in the file “Appendix 1” and in the Appendix 1 of our paper. The Raunkiaerian life-form spectra analysed in our article and the bibliographical references for those studies are provided here in the file “Appendix 2” with additional data which do not appear in the paper. File 1 represents the initial dataset, with all occurrence data for all species at all sites. File 2 is the full list of species compiled with the habit attributed to each species. Files 3.1, 3.2 and 3.3 are presence-absence matrices showing the occurrence of each species at each site subdivided as follows: 3.1 - occurrence of species in surveys presenting data on the general flora (woody and non woody plants reported in the same floristic survey) 3.2 - occurrence of species in surveys presenting only data on the woody flora (trees, shrubs and woody climbers) 3.3 - occurrence of species in surveys presenting only data on the non woody flora (subshrubs, herbs and non woody climbers).<br>For more information about the Caatinga Phytogeographical Domain, please, consult our paper.<br>
DOI: 10.25955/21454386.v2
title: Bush Medicine Project Database Export S2 2022

description: Raw Data: Plant Sample, Plant Extract Toxicity, and Antimicrobial Activity Database for 2022 from the Bush Medicine Project If you want to use this data it is licenced using a CC BY-NC-SA licence. We would love to know what you use it for so please get in contact (bm.long@federation.edu.au) and share your creations.
DOI: 10.6084/m9.figshare.12100554.v1
title: Table 11 revised. Row data water quality parameters of reared gurami sago

description: weekly recorded of water quality parameter<br>
DOI: 10.6084/m9.figshare.14884437.v1
title: Pre-test and Post-test data

description: Pre-test is dataset before exposure to the VR gamePost-test is dataset after exposure to the VR game
DOI: 10.6084/m9.figshare.22283710.v1
title: Supplemental Table S2 and S3

description: <strong>Supplemental Table 2.</strong> List of the differentially altered metabolites in HEAL vs. SCHK (<em>P </em>&lt; 0.05) <strong>Supplemental Table 3. </strong>List of differentially altered lipids in HEAL vs. SCHK (<em>P</em> &lt;0.05)
DOI: 10.17632/tbns9wthxt
title: Data for: The Environmental Tolerances and Metabolic Physiology of Sablefish (Anoplopoma fimbria)

description: Enclosed are the raw data for the tables and figures, along with a statistical analysis summary, related to the manuscript "The Environmental Tolerances and Metabolic Physiology of Sablefish (Anoplopoma fimbria)".
DOI: 10.6084/m9.figshare.25699182.v1
title: Universal Rapid Weather Prediction Model (Sonagi Model) Forecast Current Result

description: Universal Rapid Weather Prediction Model (Sonagi Model) Forecast

(Based on the data starting 504 hours before the current date, predicting15 days after current day)

https://github.com/flyingtext/sonagi-model

somehowme@gmail.com;flyingtext@nate.com

https://sonagi-weather.web.app

Prediction is based on the observation data of
 - Korea Meteorological Administration API
 - United States National Weather Service API
 - Canada MSC GeoMet API
DOI: 10.6084/m9.figshare.3558744.v1
title: Appendix A. Description of niche and fitness differences for our annual plant population model in a way that closely corresponds to how those terms are defined by Chesson (2000) for the Lotka-Volterra model.

description: Description of niche and fitness differences for our annual plant population model in a way that closely corresponds to how those terms are defined by Chesson (2000) for the Lotka-Volterra model.
DOI: 10.17632/nfw68tgw82
title: Trust in advertising dietary supplements

description: This data was gathered during the process of development and validation of the questionnaire on trust in advertising dietary supplements. The final version of the questionnaire was set according to the results of exploratory factor analysis and criterion and concurrent validity was assessed. The dataset contains 174 responses.
DOI: 10.6084/m9.figshare.24638412.v2
title: Effects of aridification on soil total carbon pools in China’s drylands

description: Dataset for "Effects of aridification on soil total carbon pools in China’s drylands"The detailed experimental treatments and data processing can be found at Materials and Methods section of the publication.
DOI: 10.5522/04/10110860.v1
title: Writings on Political Economy Volume V, Preliminaries and preliminary text files 1-2, 5-15.

description: These files are first, Preliminaries and a very brief Editorial Introduction, and second, thirteen of fifteen text files for the preliminary text of the volume. N.B. Text files 3 and 4, 'Sur les prix' and 'Balance de commerce' will not be uploaded at this time, since further editorial work on them is required. NB.2. At this stage, the text remains provisional, and subject to modification before publication.
DOI: 10.6084/m9.figshare.1314459.v5
title: Portal Project Teaching Database

description: The Portal Project Teaching Database is a simplified version of the Portal Project Database designed for teaching. It provides a real world example of life-history, population, and ecological data, with sufficient complexity to teach many aspects of data analysis and management, but with many complexities removed to allow students to focus on the core ideas and skills being taught. The database is currently available in csv, json, and sqlite. This database is not designed for research as it intentionally removes some of the real-world complexities. The original database is published at Ecological Archives(http://esapubs.org/archive/ecol/E090/118/) and this version of the database should be used for research purposes. The Python code used for converting the original database to this teach version is included as 'create_portal_teach_dataset.py'. Suggested changes or additions to this dataset can be requested or contributed in the project GitHub repository(https://github.com/weecology/portal-teachingdb).
DOI: 10.6084/m9.figshare.19874605.v4
title: Protein families for 2032 <i>Saccharomyces cerevisiae</i> genome assemblies and marker genes

description: The protein families obtained with different cluster cutoffs for different sets of genome assemblies as well as the marker genes are presented in text files. In each file, a row indicates a family and a column (separated by TAB) indicates a genome assembly. Protein IDs for multiple homologues from the same assembly are separated by ‘|’. The family ID is shown in the first column and the tag for each assembly is shown in the first row. Cluster cutoffs used are 50%, 60%, 70%, 80%, and 90%. Genome sets shown are all genomes (all), non-redundant (nr) genomes, medium-high-quality genomes (mhq), and high-quality genomes (hq).
DOI: 10.6084/m9.figshare.21664113.v1
title: R Analysis Code from Diving into a dead-end: asymmetric evolution of diving drives diversity and disparity shifts in waterbirds

description: Full R script for all analysis conducted and production of all figures.
DOI: 10.6084/m9.figshare.21896043.v1
title: Codes & Raw Data

description: this item includes two sets of codes for 2D numerical silmution on earthquake nucleation on a planar fault. One of the codes is a quasi-static version, and the other can be used to perform quasi-dynamic slip cycles.
DOI: 10.6084/m9.figshare.26528029.v1
title: Rock magnetic data of a continuous 150-kyr record from Lake Chala, eastern equatorial Africa

description: Rock magnetic data from Lake Chala, ICDP project DeepCHALLA
DOI: 10.6084/m9.figshare.27169827.v1
title: <b>Data_Go big or spin fast? Biomechanical deterministic models for snowboard freestyle tricks performed on a trampoline</b>

description: Dataset and for the publication: "<b>Go big or spin fast? Biomechanical deterministic models for snowboard freestyle tricks performed on a trampoline</b>".
DOI: 10.17632/x7nggt84vx
title: Low-Frequency Raman Active Modes of Twisted Bilayer MoS2

description: These are the relaxed structures corresponding to all the systems studied in "Low-Frequency Raman Active Modes of Twisted Bilayer Mo2" by B. Klein, L. Liang, and V. Meunier. 

The symmetry information is readable in the CIF file and each file can be visualized with standard software, e.g., VESTA (https://jp-minerals.org/vesta/en/) and manipulated with standard packages such as ASE (https://wiki.fysik.dtu.dk/ase/).
DOI: 10.6084/m9.figshare.12542144.v1
title: MEPV.xls

description: African conflict data
DOI: 10.6084/m9.figshare.12813407.v1
title: Gene database of Sulfolobus tokodaii strain 7

description: <i>Sulfolobus tokodaii </i>is a thermophilic, obligately aerobe archaeon able to live in acidic environment. This resource sought to provide fundamental information about the genetic repertoire of <i>Sulfolobus tokodaii</i> strain 7 by parsing the annotated genome sequence of the archaeon from Genbank. Comprising gene name, gene function, and gene sequence, the resource should find use in functional genomics workflows seeking to understand the molecular machinery and metabolic capabilities of this archaeon<i>.</i>
DOI: 10.17632/ff6xtfzvyr
title: Data for: Question-Answering Dialogue System for Emergency Operations

description: The dialog records of Ask Diana
DOI: 10.17632/snw3mzc2jt
title: Nup98 condensates mobilize heterochromatic breaks and exclude Rad51 “off pore”. Mol Cell, 2025

description: This folder contains the raw images used for the paper titled "Nup98 condensates mobilize heterochromatic breaks and exclude Rad51 “off pore”", by Merigliano et al. Mol Cell, 2025
DOI: 10.17632/v8bw5fsrkk
title: A Hybrid Three-staged SF-AHP, PLS-SEM and ANN Model to Predict Vaccination Intention against COVID-19 Pandemic

description:  Spherical Fuzzy Analytic Hierarchy Process (SF-AHP), Structural Equation Model (SEM), and Artificial Neural Network (ANN)  approaches were applied to test the proposed hypotheses and predict the vaccination intention
DOI: 10.17632/zk33z4vc8k
title: LIFU stimulation-induced thalamocortical LTD in adult V1

description: Final data set for the LIFU stimulation-induced thalamocortical LTD in adult V1 paper.
DOI: 10.6084/m9.figshare.13345019.v2
title: GoogleLocationHistoryData.csv

description: In order to compare GLH data to travel diary data, GLH data were captured passively across five smartphone devices<b> </b>while two researchers followed prescribed itineraries. While the same five smartphone devices were not all carried on each prescribed itinerary, resulting in an uneven number of samples between devices, two researchers traveled together along prescribed itineraries following identical characteristics of travel. Arrival and departure times from all prescribed itinerary locations were measured empirically by self-report, thus completing the prescribed itineraries as travel diaries. This method afforded <i>a priori </i>knowledge of what the GLH data should be reporting as expected from the prescribed itineraries. In all, 12 unique itineraries were prepared, accounting information that GLH data provide, and to which can be compared: positions of locations, arrival and departure times, location dwell times, trip duration times, trip distances, travel modes, and trip geometries throughout different urban forms. <br> <br> Once GLH data were captured, the downloadable Keyhole Markup Language (KML) files were retrieved from the desktop Google Maps “Your Timeline” feature. The attribute information associated to the point and line shapefiles (SHP) derived from the KML files were then matched to the itinerary data by arrival and departure times within an error of ten minutes. We accepted an error of ten minutes as a reasonable limit for which we could unambiguously assume that the GLH data were sensing our prescribed itinerary travel and assign a match.<br> <br> The following analysis were done for each variable interaction of interest between smartphone device, travel mode and urban form. Mean location position errors were calculated by taking the mean Euclidean distance between the expected locations and the matched GLH data locations. Arrival and departure times were assessed using the root mean square error (RMSE). Similarly, trip duration times, trip distances, and location dwell times were assessed by the normalized RMSE to account for the differences in range for each interaction subset. Finally, GLH data trip geometries were assessed using the mean Hausdorff distance. The Hausdorff distance is a measure of the maximum distance from a point in set A to its nearest point in set B. In other words, of all the shortest distances from each point in set A to points in set B, it is the maximum of those distances. Since GLH data trip geometries were given as linestrings, we converted the linestrings to point sets for computing Hausdorff distances. This was done by generating points along linestring geometries. An interval of one meter between points was chosen as a distance small enough to account for the geometric variation in trip geometry for all scales of travel. The mean Hausdorff distances were then calculated for each interaction subset of travel mode and urban form.
DOI: 10.6084/m9.figshare.27934935.v1
title: manta-medicine-lettered_tablet/embossed_tablet/oblong_tablet/pink_tablet/white_tablet

description: manta medicine lettered_tablet/embossed_tablet/oblong_tablet/pink_tablet/white_tablet
DOI: 10.6084/m9.figshare.28789115.v2
title: Supplementary Table for "Origins of zircon xenocrysts in the Neoproterozoic South Anhui Ophiolite, Yangtze Block" submitted to Minerals

description: Zircon serves as a robust tracer for crustal recycling processes owing to its wide stability under diverse geological conditions. Its cryptic occurrence within ophiolites offers valuable insights into regional paleotectonic evolution. In this study, we identified abundant zircon xenocrysts in both peridotite and basalt units from the Neoproterozoic South Anhui Ophiolite (SAO) in southeastern Yangtze Block, South China. Zircon xenocrysts within the peridotite yield U-Pb ages ranging from ca. 2.7 to 1.0 Ga (n=21), with three peaks of 2.8–2.5 Ga, 2.2–1.8 Ga, and 1.2–1.0 Ga. Comparative analysis of age spectra suggests these xenocrysts likely sourced from recycled subducted continental materials within the Yangtze Block. In the basalts, zircon xenocrysts exhibit ages of ca. 2.1–0.9 Ga (n=27), with peaks of 1.1–0.9 Ga, 1.5–1.4 Ga, and 2.1–1.7 Ga. These zircons are interpreted to have been inherited from wall rocks through crustal contamination during magma ascent, as their age spectra closely resemble those of the surrounding basement strata. Collectively, these findings support that the SAO possibly formed in a back-arc basin setting, characterized by significant crust-mantle interactions.
DOI: 10.6084/m9.figshare.13055639.v1
title: Supplementary Material for: Interatrial Block Predicts Atrial Fibrillation and Total Mortality in Patients with Cardiac Resynchronization Therapy

description: <b><i>Background:</i></b> Interatrial block (IAB) and abnormal P-wave terminal force in lead V<sub>1</sub> (PTFV<sub>1</sub>) are electrocardiographic (ECG) abnormalities that have been shown to be associated with new-onset atrial fibrillation (AF) and death. However, their prognostic importance has not been proven in cardiac resynchronization therapy (CRT) recipients. <b><i>Objective:</i></b> To assess if IAB and abnormal PTFV<sub>1</sub> are associated with new-onset AF or death in CRT recipients. <b><i>Methods:</i></b> CRT recipients with sinus rhythm ECG at CRT implantation and no AF history were included (<i>n</i> = 210). Automated analysis of P-wave duration (PWD) and morphology classified patients as having either no IAB (PWD &lt;120 ms), partial IAB (pIAB: PWD ≥120 ms, positive P waves in leads II and aVF), or advanced IAB (aIAB: PWD ≥120 ms and biphasic or negative P wave in leads II or aVF). PTFV<sub>1</sub> &gt;0.04 mm•s was considered abnormal. Adjusted Cox regression analyses were performed to assess the impact of IAB and abnormal PTFV<sub>1</sub> on the primary endpoint new-onset AF, death, or heart transplant (HTx) and the secondary endpoint death or HTx at 5 years of follow-up. <b><i>Results:</i></b> IAB was found in 45% of all patients and independently predicted the primary endpoint with HR 1.9 (95% CI 1.2–2.9, <i>p</i> = 0.004) and the secondary endpoint with HR 2.1 (95% CI 1.2–3.4, <i>p</i> = 0.006). Abnormal PTFV<sub>1</sub> was not associated with the endpoints. <b><i>Conclusions:</i></b> IAB is associated with new-onset AF and death in CRT recipients and may be helpful in the risk stratification in the context of heart failure management. Abnormal PTFV<sub>1</sub> did not demonstrate any prognostic value.
DOI: 10.6084/m9.figshare.25398430.v1
title: Data from: [Endangered Black-faced Spoonbills alter migration across the Yellow Sea due to offshore wind farms]

description: Tracks of two Black-faced Spoonbills during the Yellow-Sea crossing and the wind turbine datasets updated to Q4, 2022 from Hoeser, Feuerstein, and Kuenzer (2022) and Zhang et al. (2021).
DOI: 10.17632/vg33bvzc6k
title: oil-rev-armey-sss

description: Data used in econometric model for optimization of oil revenues in Iran.
DOI: 10.6084/m9.figshare.10262582.v1
title: final_bins_prot.tar.gz

description: These are the amino acid sequences of the predicted proteins in the NCLDV MAGs presented Moniruzzaman et al., 2019. <br>
DOI: 10.6084/m9.figshare.12453287.v2
title: SPSS

description: clinical isolates initially identified as <i>Pseudomonas aeruginosa</i>, were obtained from Soba Teaching Hospital, Police’s Hospital, National Laboratory for Public Health, Ear Nose Throat Hospital and Military Hospital in Khartoum State–Sudan. The samples were collected from patients suffering from urinary tract infections, respiratory tract infections, blood infections, wound and ear infections. Data was collected from hospitals records. This data containing file contain the data of all samples included in this study from identification, sensitivity testing until different beta-lactamases genes detection.
DOI: 10.6084/m9.figshare.28955696.v1
title: Winther-Have_Supplementary_Information.xlsx

description: Supplementary material for Winther-Have et al. 2025
DOI: 10.6084/m9.figshare.6682913.v1
title: Differentially expressed gene lists - Discard

description: Files of differentially expressed genes (using DESeq2) from different mutant lines. Discard set.see the README for more detail.<br>
DOI: 10.6084/m9.figshare.25809334.v2
title: Recovery of 1559 metagenome-assembled genomes from the East China Sea’s low-oxygen region

description: Recovery of 1559 metagenome-assembled genomes from the East China Sea’s low-oxygen region
DOI: 10.17632/352jpd593h
title: MAXIM: Metasurfaces-oriented electromagnetic wave simulation software with intuitive graphical user interfaces

description: We develop MAXIM which is electromagnetic wave simulation software based on rigorous coupled-wave analysis. The principal advantage of MAXIM is an intuitive graphical user interface drastically improving the accessibility of the software to who are not familiar with computer programming. Here, we present the basic formulation and computation methods that are incorporated in MAXIM. The computation performance is also evaluated for several didactic examples of dielectric metasurfaces which are the main application of MAXIM. The comparison of the calculation results with commercial software based on a finite-difference time-domain method confirms that the computation results of two programs coincide closely with each other within 1% difference. Considering the easy accessibility, wide availability and high reliability, MAXIM will serve the development of related research fields of metasurfaces and nanophotonics.
DOI: 10.6084/m9.figshare.15086535.v4
title: source data for "Exacerbated drought impact on global ecosystems due to structural overshoot"

description: This repository hosts the source data for creating figures 1-5 in Zhang et al., 2021<br>Zhang, Y., Keenan, T.F., Zhou, S., 2021, Exacerbated drought impact on global ecosystems due to structural overshoot. Nature Ecology & Evolution, https://doi.org/10.1038/s41559-021-01551-8<br>