cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bwx269n6ky
title: Competencies of health workers related to the integrated health care model in Colombia 2016

description: Diseño, población y muestreo
Se realizó un estudio observacional, descriptivo de corte transversal. La población de estudio fueron los profesionales en medicina, enfermería, psicología, bacteriología/microbiología, nutrición, odontología, fisioterapia y técnicos auxiliares de enfermería que laboran en instituciones prestadoras de servicios de salud (IPS) públicas y privadas del departamento de Santander. Asimismo, fueron población de estudio los supervisores de los profesionales y técnicos en salud en las respectivas IPS. Teniendo en cuenta que por normativa nacional de tratamiento de datos personales no es posible acceder a información personal de los trabajadores de las IPS para realizar un muestreo aleatorio, se procedió a realizar un abordaje censal con muestreo no probabilístico utilizando como canal de la invitación a participar en el estudio a los gerentes o directores de recurso humano de las IPS públicas y privadas. Se hizo invitación de participación a la totalidad de las IPS públicas del departamento de las cuales se dispone de información completa de contacto en la SSS.
Cuestionario de percepción de competencias  
Se construyó un cuestionario de competencias en los tres ámbitos del saber (Ser, Conocer y Hacer) con base en la definición de competencias de Tobón7. Para establecer las competencias a evaluar se hizo una revisión detallada del documento conceptual que contiene los lineamientos y componentes del MIAS1 y las memorias del taller de socialización con actores regionales del Nodo de Atención Primaria en Salud de Santander donde se discutieron las competencias requeridas por los profesionales de salud para desempeñarse satisfactoriamente en el MIAS8. Así mismo se revisaron instrumentos de evaluación de percepción de competencias de profesionales de medicina y enfermería usados en estudios internacionales9,10,11. El cuestionario se diseñó con enunciados de competencias (ítems) del saber Ser, Conocer y Hacer y respuestas en una escala Likert de cinco categorías (1 a 5), siendo 1 la opción que reflejaba la ausencia de la competencia y 5 la que reflejaba la mejor competencia del ítem. Para los profesionales y técnicos de salud, el cuestionario abordó las tres dimensiones. Para los supervisores solamente abordó las dimensiones del Ser y el Hacer dado que se consideró inadecuado que los supervisores emitieran algún concepto subjetivo relacionado con el nivel de conocimiento de sus trabajadores sobre los ítems evaluados.

Continua en "steps to reproduce"
DOI: 10.6084/m9.figshare.27058645.v1
title: Mitochondrial IFC NAO TMRM

description: Imaging Flow Cytometry results for the NAO TMRM staining. Both raw data files (.rif) and compensated data files (.cif) are provided. File names and corresponding diseases can be found in the excel sheet attached to the data: File Names and Corresponding Genes NAO TMRM Experiments 24-09-2024.xlsx.
DOI: 10.17632/jf9vxpj5d8
title: Renal resistive index in the immediate postoperative period after kidney transplantation and long-term data on graft function and mortality

description: /
DOI: 10.17632/xxzmb73x27
title: Research Data for "Comparison of detectability of ship wake components between C-Band and X-Band synthetic aperture radar sensors operating under different slant ranges" 

description: This research data repository contains the datasets for publication "Comparison of detectability of ship wake components between C-Band and X-Band synthetic aperture radar sensors operating under different slant ranges" in ISPRS Journal of Photogrammetry and Remote Sensing.
For each sensor and each wake component one data file is added to the uploaded .zip-archive. The sensors TerraSAR-X, CosmoSkymed, Sentinel-1 and RADARSAT-2 are abbreviated tsx, csk, s1 and rs2, respectively. The wake components near-hull turbulence, turbulent wake, Kelvin wake arm and V-narrow wake are abbreviated nt, tw, kw and vw, respectively. The result is a collection of 16 main datasets.
For uncertainty estimation each of the main datasets is split into five data subsets. The subsets extend the file name of the MAIN dataset by MIX1, MIX2, MIX3, MIX4 and MIX5, respectively. The results are a collection of 80 data subsets.
In total 96 dataset are available.
The format of the datasets follows the .arff format, which is readable by the Data Science Tool “Weka” (https://www.cs.waikato.ac.nz/ml/weka/index.html) and also by human using any text editor. Each data row defines one candidate wake sample. The columns define the five influencing parameters and the wake component length of the respective dataset by:
Wind speed, incidence angle, ship velocity, ship length, 90°-projected relative ship heading, wake component length
DOI: 10.6084/m9.figshare.21617340.v1
title: IV Curve comparison of 440WP Bifacial PV Modules (with & without reflectors)

description: The IV Curve data is obtained using an IV Curve tracer machin. The machine generates the raw data internally and output is in the form of a report with the final instantaneus values
DOI: 10.17605/osf.io/cgevw
title: Sequence Effects of Therapeutic Empathy and Expectation Violation on Negative Psychotherapy Expectations

description: Negative psychotherapy expectations are violated by sequences of therapist videos that first show either empathy or expectation violation.
DOI: 10.17632/8cffr5nrtf
title: Encuesta del espacio circular de Morelia 8

description: La encuesta fue realizada de marzo a noviembre de 2023 a visitantes del sitio de memoria Circular de Morelia 8, ubicado en la colonia Roma, en la Ciudad de México, México. El objetivo fue registrar el perfil demográfico, el impacto de esta propuesta memorística, así como la resonancia emocional entre el público. Esta encuesta se inscribe en el proyecto de investigación, "Espacio, violencia de estado y memoria colectiva en México", un análisis sociológico y geográfico que se sustenta en la aplicación de técnicas de investigación cualitativas (entrevistas a gestores de memoria, ejercicios de observación participante) y cuantitativas (encuestas).

El archivo está en formato de Excel, la primera hoja contiene la base de datos, la segunda el diccionario de datos con la descripción de las variables.
DOI: 10.17632/crhybxpdy6
title: Simultaneous EEG-fMRI dataset

description: This multimodal neuroimaging repository comprises simultaneously and independently acquired Electroencephalographic (EEG) and Magnetic Resonance Imaging (MRI) data, originally presented in our research article: “Preservation of EEG spectral power features during simultaneous EEG-fMRI”. Eyes-closed and eyes-open resting-state EEG data were recorded outside the Magnetic Resonance (MR) environment, inside the MR scanner without image acquisition and during the simultaneous acquisition of functional MRI (fMRI). Additionally, participants performed an eyes opening-eyes closure block-design task during the outside scanner and simultaneous EEG-fMRI conditions. The EEG data acquired outside the scanner provides a reference signal free of MR-related artifacts, the data acquired inside the scanner records the contribution of the ballistocardiographic (BCG) but not the gradient artifact, and the EEG recorded during fMRI acquisition captures both the gradient and the BCG artifacts. Functional MRI data were obtained with and without simultaneous EEG recording, and structural images were collected with and without the subjects wearing the EEG cap. This represents one of the largest open-access EEG-fMRI datasets available and will enable other researchers to: 1) Characterize the impact of gradient and BCG artifacts on EEG data, 2) Assess the effectiveness of novel artifact removal approaches, 3) Perform hardware-setup comparison studies, 4) Address the quality of structural and functional MRI data collected with this EEG cap, and 5) Validate multimodal integrative analysis on simultaneously acquired resting-state and task EEG-fMRI.
DOI: 10.6084/m9.figshare.12971162.v2
title: Resting-state and movie-watching data

description: This file includes preprocessed resting state and naturalistic imaging fMRI data from 29 subjects scanned four times each.<br>Each text file contains preprocessed fMRI BOLD time series for 114 parcels.<br>Parcels are subdivisions of the 17-system Yeo et al 2011 solution. See parc_info.txt for more information.<br>Any missing data, including entire scans, are encoded as NaNs.<br>If you use these data, please cite:<br>Byrge, L., & Kennedy, D. P. (2019). High-accuracy individual identification using a “thin slice” of the functional connectome. Network Neuroscience, 3(2), 363-383.<br>Byrge, L., & Kennedy, D. P. (2020). Accurate prediction of individual subject identity and task, but not autism diagnosis, from functional connectomes. Human Brain Mapping, 41(9), 2249-2262.
DOI: 10.6084/m9.figshare.24894171.v1
title: Tabla 1. Reseñas.docx

description: Investigation data
DOI: 10.6084/m9.figshare.26053936.v7
title: Supplementary data for the manuscript titled "Integrative genomic reconstruction reveals heterogeneity in carbohydrate utilization across human gut bifidobacteria"

description: This repository contains the following files:bif_263_fna.zip - FASTA file with genomic sequences of 263 reference <i>Bifidobacterium</i> genomesbif_263_subsystem_proteins.zip - FASTA file with 39589 protein sequences of 589 curated functional roles predicted in 263 reference <i>Bifidobacterium</i> genomesselected_gbk_files.zip - GenBank files of six reference <i>Bifidobacterium</i> genomes. These files have the specific locus tags that were reported in several supplementary tables (RNA-seq data of <i>Bifidobacterium catenulatum</i> subsp. <i>kashiwanohense </i>Bg42221_1E1 and regulon reconstructions)<br>
DOI: 10.6084/m9.figshare.17089315.v1
title: Numerical optimization of three-cavity magneto mercury reciprocating (MMR) micropump

description: The operation of the three-cavity magneto mercury reciprocating (MMR) micropump, whose prototype were presented in an earlier companion paper, was numerically explored. In the three-cavity MMR micropump, three mercury slugs are moved by a periodic Lorentz force with a phase difference in three separate cavities. A consecutive motion of the slugs in their cavities transfer air from the inlet to the outlet. Two-dimensional OpenFOAM simulations were carried out to explore the influence of electric current excitation phase difference and back-pressure. The numerical simulations predicted the MMR micropump (with no valve) with a phase difference of 90∘ and 120∘ produces a mean pumping flow rate of 2.7 and 6.1 mL/min at a back-pressure of 10 Pa and maintains a maximum back-pressure of 17.8 and 20 Pa, respectively. However, it was found that there was a reverse flow at large back-pressures with an excitation phase difference of 90∘. The numerical results showed that employing a diffuser/nozzle valve with a length of 5 mm and an angle of 10∘ improves the mean flow rate of the micropump with a phase difference of 90∘ at a back-pressure of 10 Pa by 140% from 2.7 to 6.5 mL/min, and its maximum back-pressure by 125% from 17.8 to 40 Pa.
DOI: 10.17632/dt85xh4wv2
title: Data for: Metallogenic and tectonic implications of detrital zircon U–Pb, Hf isotopes, and detrital rutile geochemistry of Late Carboniferous karstic bauxite on the southern margin of the North China Craton

description: Table 1. Trace elements of the detrital zircons in the samples Table 2. U–Pb ages of the detrital zircons in the samples. Table 3. Hf isotopes of the detrital zircons in the samples. Table 4. Trace element compositions of detrital rutile in the samples.
DOI: 10.17632/fft8c76829
title: Prototyping a low-cost open-source autonomous unmanned surface vehicle for real-time water quality monitoring and visualization

description: A low-cost open-source autonomous unmanned surface vehicle (USV) named “iDroneboat” is developed for real-time water quality monitoring and visualization. The iDroneboat equipped with Internet of Things (IoT) sensors transmits real-time water quality data, including dissolved oxygen (DO), electronic conductivity (EC), pH, and water temperature (WT) to the cloud for data sharing through Long-term Evolution (LTE) communication protocols. Since material and supplies needed are readily accessible from online marketplaces or local hardware stores, the iDroneboat is easily replicable for local water quality studies along with citizen-science activities. The iDroneboat appears to be a promising tool to advance environmental research activities, especially for impaired waterways (e.g., lakes and reservoirs). The preliminary result shows that the proposed low-cost platform, iDroneboat, effectively displays water quality components in real-time to the cloud web services (e.g., ThingSpeak), ultimately contributing to citizen science activities and environmental stewardship in water research ecosystems.
DOI: 10.6084/m9.figshare.21375651.v1
title: Data set.xlsx

description: In this data set 306 scales were included in the study. Of the teachers participating in the study, 228 were female and 78 were male. 246 teachers work in public schools, while 59 work in private institutions. In this study, job satisfaction scale, organizational culture scale, brief psychological resilience scale and brief symptom inventory were used. "Organizational Culture Scale (OCS)" was developed by Glaser et al. (1987) and adapted into Turkish by Öztürk (2015) and is a 5-point Likert scale (1= Strongly Disagree, 5= Strongly Agree). It consists of 31 items and 6 sub-dimensions: teamwork (T), moral values (MV), information flow (IF), participation (P), supervision (S) and meeting (M). "Job Diagnostic Survey (JDS)" was developed by Hackman and Oldham (1975) and adapted for school organizations and teachers by Taşdan (2008). The scale is one-dimensional, has 14 items and is 5-point Likert scale (1=Not at all satisfies me, 5=Satisfies me very much). Brief Resilience Scale (BRS) is a scale developed by Smith et al. (2008) to measure the psychological resilience of individuals. The 5-point Likert-type scale consisting of 6 items was adapted into Turkish by Doğan (2015). The ‘I don't agree at all’ option is rated as 1 and the ‘I completely agree’ option is rated as 5 on the scale. Getting a high score from the scale shows that psychological resilience is high. The Brief Symptom Inventory (BSI) is a Likert-type self-assessment scale that screens for mental symptoms and consists of 53 items and five subscales: anxiety, depression, negative self, somatization and anger. The score range is between 0-212. The scale can be applied to adolescent and adult individuals and groups. There is no time limit for answering the scale. The BSI is a scale consisting of 53 questions that individuals define themselves, aimed at recognizing and measuring various psychological symptoms.
DOI: 10.15468/dl.p46dqh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Holtbyrnia innesi (Fowler, 1934)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((26.9648 19.8496,17.9648 19.8496,17.9648 10.8496,26.9648 10.8496,26.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013407-250525065834625/datasets/export for details.
DOI: 10.17632/k6mry45r8t
title: Dataset para experimentos de micropirólisis de neumáticos fuera de uso utilizando neumáticos ligeros y mineros

description: Datos experimentales de micropirólisis analítica relacionados con memoria de título: Gestión y análisis de datos de micropirólisis de neumáticos a través de una plataforma visual en Power BI.
Autora: Beatriz Smith Azócar
Supervisor: Dr. Luis Arteaga Pérez
Este conjunto de datos incluye los experimentos de pirólisis analítica (Py-GC/MS) de neumáticos fuera de uso (NFU) sin presencia de catalizador. Los datos son complementarios a la memoria de título ¨Gestión y análisis de datos de micropirólisis de neumáticos a través de una plataforma visual en Power BI¨, por lo que, en esta se proporciona una descripción completa de los materiales, métodos y equipos utilizados para obtener este conjunto de datos. Los experimentos se realizaron con una mezcla de NFU procedentes de vehículos ligeros y mineros, en distintas proporciones (0, 25, 50 y 100%). La temperatura de pirólisis varió entre 350 y 450ºC. 
La carpeta contiene la siguiente información:
•	Archivos Excel con el tiempo de retención y área de pico 
•	Nomenclatura para cada variable y símbolos utilizados
DOI: 10.6084/m9.figshare.17281793.v1
title: Supporting Information for "Preserving avian blood and DNA sampled in the wild: a survey of personal experiences"

description: Supporting information for "Preserving avian blood and DNA sampled in the wild: a survey of personal experiences"<br>Supporting Information 2: anonymized responses to the online survey “Preserving avian DNA from the wild: Your experience of blood sampling, DNA extraction and storage
DOI: 10.6084/m9.figshare.28465178.v1
title: Global forest main disturbance types between 2000 and 2020

description: This dataset describes the main types of disturbances that forests worldwide have experienced over the past 20 years. There may be some forest patches that are subject to various types of disturbances, but this dataset only records the most significant types of disturbances. Mainly using machine learning classification methods, 18 forest disturbance characteristic indicators including global forest disturbance overall characteristics, pre disturbance characteristics, post disturbance characteristics, disturbance potential characteristics, surface cover characteristics, and spatial location are collected and calculated to determine 11 forest disturbance types: other disturbance (0), shifting cultivation (11), forestry replanting (12), plantation renewal (13), deforestation (14), forest fire (15), built-up expansion (18), cropland expansion (19), flood disturbance (20), oil palm cultivation (21), and artificial forest expansion (22). The Spatial resolution of this dataset is 30m. The main types of global forest disturbance are forestry replanting (26.52%), shifting cultivation (26.07%), and forest fires (12.58%), with newly forests accounting for 15.47% of the global forest disturbance area. The large-scale deforestation of natural forests also accounts for 7.94%. The disturbance caused by plantations, oil palm expansion, cropland expansion, and built-up expansion to forests also accounted for 4.63%, 1.54%, 3.88%, and 0.25%, respectively. The validation results based on 16000 sample points show that the accuracy of this dataset is as high as 95%.
DOI: 10.17632/d87vg86zd8
title: Risom et al., Cell 2022, "Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma"

description: Single channel MIBI images for each patient, annotated single-cell data, tissue feature results, and code to perform the analyses in the manuscript "Transition to invasive breast cancer is associated with progressive changes in the structure and composition of tumor stroma".
DOI: 10.6084/m9.figshare.26550406.v1
title: Genome assembly and annotation of black wolfberry (Lycium ruthenicum)

description: A chromosome-level genome of black wolfberry
DOI: 10.6084/m9.figshare.27685914.v1
title: Herbarium Image Segmentation Dataset with Plant Masks for Enhanced Morphological Trait Analysis

description: The Herbarium Image Segmentation Dataset originates from the MNHN (Muséum National d’Histoire Naturelle) in Paris and includes 11 diverse plant families and genera, offering a rich variety within dicotyledons. The dataset comprises 2,277 RGB images, each paired with a corresponding segmentation mask. These images cover a range of genera: Amborella (91 images), Castanea (161), Desmodium (164), Ulmus (352), Rubus (184), Litsea (199), Eugenia (219), Laurus (250), Convolvulaceae (177), Magnolia (162), and Monimiaceae (318), showcasing significant morphological diversity.This dataset was generated by removing non-plant backgrounds to enhance the clarity of plant features. It is suitable for segmentation tasks in botanical research and supports studies on plant morphology, biodiversity, and conservation. The segmented images can improve accuracy in classification tasks, particularly in identifying plant morphological traits, and are intended to facilitate research in plant science, biodiversity, and conservation.
DOI: 10.17632/y7yc7dyvhn
title: Replication: Do Coaches Stick With What Barely Worked? Evidence of Outcome Bias in Sports

description: This data package replicates the results in: "Replication: Do Coaches Stick With What Barely Worked? Evidence of Outcome Bias in Sports". More information can be found in the associated paper.
DOI: 10.6084/m9.figshare.12687185.v1
title: Additional file 1 of Wound closure in epidermolysis bullosa: data from the vehicle arm of the phase 3 ESSENCE Study

description: Additional file 1. ESSENCE individual baseline characteristics of the vehicle group. Contains individual de-identified data of patients who were randomly assigned to the vehicle group in the current study.
DOI: 10.6084/m9.figshare.17099840.v4
title: Land plants distribution in the islands of Macaronesia

description: Presence/absence matrix of native land plants (liverwort, moss, pteridophyte and spermatophyte) on the islands of three Macaronesian archipelagos (Azores, Canaries and Madeira).
DOI: 10.6084/m9.figshare.17126312.v1
title: Trypoxylus dichotomus gene annotation GM4

description: Functional annotation of gene models (ver. GM4) of Japanese rhinoceros beetle Trypoxylus dichotomus.<br>diamond_ncbinr: outputs of diamond (blastp command) search against NCBI nr in tab-delimited format. The column definitions are described in the associated json file.<br><br>eggNOG-mapper: outputs of eggNOG-mapper analysis.<br><br>InterProScan: outputs of InterProScan motif searches.<br>Gene model ver. GM4 (<b>doi: 10.6084/m9.figshare.17126306</b>) was used as reference set of gene models.<br><br><br><br>
DOI: 10.6084/m9.figshare.3565026.v1
title: Appendix C. Results of the encounters between neighboring corals at the Exposed N. Crest, 1963–1989.

description: Results of the encounters between neighboring corals at the Exposed N. Crest, 1963–1989.
DOI: 10.6084/m9.figshare.28078265.v1
title: Dataset and jupyter notebooks to generate the plots of the study: "A Comprehensive Study of the Differential Cross Sections for Water-Rare Gas Collisions: Experimental andTheoretical Perspectives"

description: This data supports the results presented in the paper "A Comprehensive Study of the Differential Cross Sections for Water-Rare Gas Collisions: Experimental and Theoretical Perspectives". This research encompasses the analysis of the differential cross-section for the excitation of the fundamental ortho and para levels of water molecules by collision with Ne, Ar and Xe. A joint experimental and theoretical study has been undertaken to this end.
DOI: 10.17632/kkbkfwtgbd
title: Data set for: Frictional melting in fluid–rich faults: Field and experimental evidence from the Bolfín Fault Zone (Chile)

description: The following dataset includes (i) the Structural data taken in the field, (ii) the Mechanical Data produced during the high-velocity shear experiments in SHIVA and (iii) the elemental analyses and mineral composition together with the calculated volatiles available during experiments.
DOI: 10.17632/ycmp4ctb9v
title: LINF_170021600

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.25874386.v3
title: Sangji University Campus Tree Map (2024): Raw data

description: This is a raw data set of the campus tree inventory (csv) and map (ESRI shapefile) of Sangji University, South Korea. Please refer to the SJ Campus Tree Map webpage: https://doi.org/10.23065/felsj.2021.sjctm.01