cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ymrzd8j2r5
title: Data for Design of porthole aluminium extrusion dies through mathematical formulation

description: A mathematical approach to solve the porthole die design problem is achieved by statistical analysis of a large amount of geometric data of successful porthole die designs. Linear and logarithmic regression are used to analyse geometrical data of 596 different ports from 88 first trial dies. Non-significant variables or high correlated variables are discarded according to knowledge of the extrusion process and statistical criteria. This investigation focuses on a validation model for a typical case of porthole dies: four cavities and four ports per cavity dies. This mathematical formulation is a way of summarizing in a single expression the experience accumulated in a large number of designs over time. From 88 tried and tested four cavities and four ports per cavity porthole die designs, a huge number of geometrical variables of ports geometry and profiles geometries are analysed. Two files are provided: an SPSS data file and an SPSS result file
DOI: 10.17632/693jnkd79z
title: children's health care

description: children's health care
DOI: 10.17632/prb2wzr77y
title: BoSL FAL Pump

description: Water sampling is an essential undertaking for water utilities and agencies to protect and enhance our natural resources. The high variability in water quality, however, often necessitates a spatially distributed sampling program which is impeded by high-cost and large sampling devices. This paper presents the BoSL FAL Pump - a low-cost, easily constructed, 3D-printed peristaltic pump which can be made from commonly available components and is sized to suit even the most space constrained installations. The pump is 38mm in height and 28mm in diameter, its components cost $16 AUD and the construction time is just 12 minutes (excluding 3D printing times). The pump is driven by a direct current motor which is commonly available, cheap and allows for flexibility in the energy supply (5-12 V). Optionally, the pump has a Hall effect sensor and magnet to detect rotation rates and pumping volumes to improve the accuracy of pumping rates/volumes. The pump can be easily controlled by commonly available microcontrollers, as demonstrated by this paper which implements the ATmega328P on the Arduino Uno R3. This paper validates the pump for long-term deployments at flow rates of up to 13mL per minute in 0.14mL volume increments at accuracy levels of greater than 99%. The pump itself is scalable, allowing for a wider range of pumping rates when, for example, large volume samples are required for pathogen and micropollutant detection.
DOI: 10.6084/m9.figshare.6843602.v1
title: Energy from Waste (EfW) Ontology In Use - Prototype Snapshots & Supplemental Information

description: UI snapshots - from web-based JavaScript prototype, built using D3
DOI: 10.17632/6d798dkhpz
title: Data for: Short-term Prediction of CO2 Concentration based on a Wireless Sensor Network

description: No Field Description 1 Record id Increment record id (unique) 2 timestamp Linux timestamp, anda bisa melihat konversi waktu linux time pada link berikut ini https://www.epochconverter.com/ 3 CO2 CO2 concentration in ppm (part per million) https://www.co2.earth/ 4 Temperature Temperature dalam 0C 5 Humidity Humidity (percentage %) 6 Light intensity Light Intensity, approx. 0 – 1000 7 Node ID Node 0, Node 1, and Node 9
DOI: 10.17632/fjjbdx84jc
title: Building patient safety culture by using interprofessional simulation with nursing, paramedic, and emergency telecommunication students: A mixed- methods research study

description: Purpose: Healthcare, allied health, and social service professionals have an essential role in fostering student’s attitudes, skills, and behaviours that support safe care. The aim of this study was to offer new insights into assessments of interprofessional education by evaluating student’s perceptions of an interprofessional simulation experience. 

Principal results: Teams comprised of nursing (n=81), paramedic (n=38), and emergency telecommunication students (n=11) were involved in a high acuity simulated scenario involving a client with a high-risk pregnancy and her family. Both quantitative and qualitative data were evaluated. The findings suggest that the students found the experience important in developing communication, teamwork and collaboration skills that are essential for effective handover communication and patient safety. 

Major conclusions: Based on thematic coding, 4 themes emerged from the data: communication and collaboration in teamwork; roles and responsibilities, and leadership; patient-centred care and safety; and emotional dynamics and professional growth. Emergency telecommunication students noted ‘feedback being constructive and timely’ as the most important in the simulation design while nursing and paramedic students rated ‘opportunity to obtain feedback from teacher to build knowledge to another level’ as the most important. Students wanted earlier and more frequent interprofessional education experiences. Areas that students identified as needing more clarity included role clarification and collaborative leadership. 

Key Words: patient safety, interprofessional education, simulation, health professional students, handover communication, mixed methods 

Please find Quantitative Survey Results for the SPICE-R2 Tool, ANOVA solved to compare results by program.
DOI: 10.6084/m9.figshare.21815367.v1
title: Genotype

description: Genotypic and phenotypic data
DOI: 10.17632/gvjmvbng8k
title: Análise de risco e retorno de ações usando o R published at Open Code Community

description: Material published at https://opencodecom.net/
DOI: 10.17632/m29c8yf3tt
title: Cross Cultural Data

description: The data was utilised in a data-driven investigations studies which examined the association 
between cultural intelligence and job outcomes (intention to stay, Work perfor
mance and organisational citizenship behaviour) among 246 self-initiated expatriates in 20 Malaysian 
public universities. Relying on a quantitative method and using Partial Least Squares 
structural equation modelling to analyse the data, the results reveal that cultural 
intelligence predicted all three components of job outcomes. Additionally, psycho
logical capital moderates the relationship between cultural intelligence and work 
performance so that when positive psychological capital is high, the association is 
more robust. The study has contributed by offering a context-bound approach to 
refine and integrate the social exchange theory with self-initiated academic
DOI: 10.17632/psth9kzsh3
title: Data for: Sleep parameters assessed by actigraphy in Fabry's disease patients.
DOI: 10.17632/668rfbvf6c
title: Nonreactive atom/molecule-surface scattering within the finite basis wave packet method

description: Abstract A quantum wave packet code for studying nonreactive scattering of closed-shell atoms or diatomic molecules from a rigid surface is described. The time evolution relies on the Chebychev propagator. Up to 5 collider degrees of freedom, 3 in translation and 2 in rotation, are treated in a pseudospectral way with the momentum or finite basis representation as the primary space. Potential matrix elements are efficiently evaluated by means of sequential 1D transformations between momentum and coord... Title of program: FBWPSURF Catalogue Id: ADDR_v1_0 Nature of problem The scattering matrix and transition probabilities are computed for the nonreactive collisions of closed-shell atoms or diatomic molecules with a rigid surface. The inelastic channels which are considered are the diffractive scattering and the rotational (de-) excitation for a diatomic collider. The surface unit cell has the general form of a parallelogram. One may appropriately reduce the dimensionality by defining either a 1D vs a 2D corrugation or a flat surface. Versions of this program held in the CPC repository in Mendeley Data ADDR_v1_0; FBWPSURF; 10.1016/0010-4655(96)00064-1 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.17632/hxpvf9gjz9
title: Mechanical Properties of Steels

description: Training Dataset for constructing ML models
DOI: 10.17632/dch8d9m64j
title: Data for: A chemical weathering and paleoclimatic reconstruction of the Early Cambrian environment of the Wyoming Craton from the Wind River Canyon, WY paleosol on the Great Unconformity

description: The weathering of continental rocks during the Precambrian-Cambrian transition contributed to the carving of the Great Unconformity and coincided with increasing biodiversity during the Early Cambrian world. We use an early Cambrian paleosol exposed in the Wind River Canyon of Wyoming where it is buried by the overlying mid-Cambrian Flathead Sandstone to assess the paleo-weathering environment and constrain paleoclimate conditions on the Wyoming Craton in Early Cambrian. The ∼ 3 m thick paleo-weathering profile is characterized by complete plagioclase weathering and moderate alkali feldspar weathering with maximum CIA (Chemical Index of Alteration) and PIA (Plagioclase Index of Alteration) reaching 69 and 98, respectively. Higher K concentrations toward the upper part of the profile associated with the authigenic precipitation of sericite clay minerals suggest that modest post-burial K-metasomatism may have overprinted the weathering profile. Our results suggest that the saprolite was developed under a mean annual paleoprecipitation and paleotemperature comparable to modern temperate environments. Geochemical characteristics of this paleosol formed during the final chapter of the Precambrian suggest intensive chemical weathering in the presence of elevated atmospheric CO2 concentration, forming a saprolite profile similar to other, previously described Cambrian and Precambrian-aged paleosols from the North American Craton.
DOI: 10.17632/dw39sn74kg
title: QRNG datasets

description: Datasets presented in the publication "Development of a high min-entropy quantum random number generator based on amplified spontaneous emission" are stored here.
DOI: 10.6084/m9.figshare.25452076.v1
title: results of 14-bit sampling

description: results of 14-bit sampling results at 2024-01-08CDL_cnr is carrier-to-noise ratioCDL_velocity is radial wind speedCDL_inf contains spectrum width and spectrum skewnessCDL_time is local time
DOI: 10.6084/m9.figshare.29206376
title: data

description: data for 'Multi-Microgrid P2P Energy Trading Benefiting Both Microgrids and the Main Grid Based on A Bi-level Game'
DOI: 10.6084/m9.figshare.29206376.v1
title: data

description: data for 'Multi-Microgrid P2P Energy Trading Benefiting Both Microgrids and the Main Grid Based on A Bi-level Game'
DOI: 10.6084/m9.figshare.23541543.v1
title: NGTWR_data

description: NGTWR data.
DOI: 10.6084/m9.figshare.25020161.v1
title: Source Data file

description: Data sheet for published paper.
DOI: 10.17632/fb6dm3yb6m
title: Bangla Speech Personality Traits Data

description: The different prominences of the collected data are given shortly:
 Data Types: Audio
 Data size: 1750 (speech-text-phase), 1000 (speech-base-phase)
 Linguistic diversity: Short text
 Audio capturing quality: 44.1 KHz, Mono 
 
We created a new personality traits dataset for our research work because there is a noticeable absence of datasets for automatically assessing personality from Bangla Speech. This data, processed with Machine Learning models, demonstrated that different personality produce varying magnitudes at different frequencies, exhibiting distinct patterns.
DOI: 10.17632/nzzdwrjnxs
title: Date for： Nitrate-nitrite isotopic exchange Unveiling its influence on isotope effect estimates in nitrate assimilation in the Cosmonaut Sea

description: The data were obtained from samples collected between February 2 and March 10, 2022 in the Cosmonaut Sea (62-67°S, 45-60°E).
DOI: 10.6084/m9.figshare.28881314.v2
title: Comprehensive Climate, Soil, Agronomic, and Management Dataset for Data-Driven Cotton Irrigation in NW China

description: This unique dataset integrates climate data, real-time soil sensor data, agronomic data, and crop management data, specifically designed to enhance smart irrigation decision-making for cotton in the semi-arid climate of Northwest China. The dataset establishes correlations between cotton yields, soil conditions, and climatic factors, including detailed records of irrigation, fertilization, crop yields, and soil moisture. To demonstrate its utility, the dataset was validated through the application of advanced machine learning techniques, including reinforcement learning (RL) and algorithms such as DNN, XGBoost, MLP, and RF, to optimize irrigation strategies and simulate irrigation-yield relationships. These approaches effectively balanced crop yield maximization with water use efficiency, underscoring the dataset’s potential to advance sustainable agricultural practices. This dataset serves as a valuable resource for data-driven agricultural research, enabling smart decision-making, validating crop models, and improving agricultural sustainability.
DOI: 10.6084/m9.figshare.8019545.v1
title: Table 2

description: There was the formula used in study to evaluate β-cell function.FPI: Fasting plasma insulin; FPG: Fasting plasma glucose; `G: Mean plasma glucose; `I: Mean plasma insulin; PPI: Postprandial plasma insulin; PPG: Postprandial plasma glucose; FPP: Fasting plasma proinsulin; PPP: Postprandial plasma proinsulin
DOI: 10.17632/v9x2svd9yf
title: 2162 merged records of Scopus & WoS

description: 2486 records after merging Scopus and WoS data and then 324 deleted. The final records used for bibliometrix is 2162
DOI: 10.17632/x934jys38z
title: Data for: You are what you eat: Microplastics in the feces of young men living in Beijing

description: Data on the content of microplastic and related images
DOI: 10.17632/hnbygndt35
title: QSM data

description: Hybrid image based on Quantitative susceptibility mapping and T1w images for DBS planning
DOI: 10.17632/rxwfb3tysd
title: Data and systems for medication-related text classification and concept normalization from Twitter: Insights from the Social Media Mining for Health (SMM4H)-2017 shared task

description: This data accompanies the following publication: Title: Data and systems for medication-related text classification and concept normalization from Twitter: Insights from the Social Media Mining for Health (SMM4H) 2017 shared task Journal: Journal of the American Medical Informatics Association (JAMIA) The evaluation data (in addition to the training data) was used for the SMM4H-2017 shared tasks, co-located with AMIA-2017 (Washington DC). Please use the latest version of these files to avoid inconsistencies: (currently v2)
DOI: 10.6084/m9.figshare.14170727.v1
title: CT-data

description: Surface bone models for femur and tibia together with a reduced vertex count (_red) version.
DOI: 10.17632/9g28c874n2
title: Diagonal compressive tests with different mortar bedding

description: This database presents experimental results from three-course wallettes constructed with hollow concrete blocks. Thirty-three wallettes were tested under diagonal compression with different mortar placements: full and face-shell bedding. The results were processed and presented in two Excel sheets. One sheet contains the characterization results of the component materials: blocks and mortar, while the other includes the results of the tested wallettes. The Excel sheets present shear stress vs angular deformation graphs and the filtered and summarized results. Additionally, photos from the tests are provided to illustrate the failure modes of the specimens.
DOI: 10.15468/dl.fr8nbs
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "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 ((7.9237 1.4388,7.9186 1.8496,6.9096 1.8496,6.7752 1.3312,7.0614 0.9078,7.5027 0.9107,7.9237 1.4388))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012924-250525065834625/datasets/export for details.
DOI: 10.17632/b6b4sdxy95
title: Temporal Evolution of Urban Physical Disorder in China

description: These zip files contain data from the paper " Measuring Temporal Evolution of National-Wide Urban Physical Disorder: An Approach Combining Time-Series Street View Imagery with Deep Learning". The data comes from a large-scale analysis of urban physical disorder in 698 natural cities in China using street view imagery and deep learning models.

This folder contains the results of the multi-scale urban physical disorder measurement. Three shapefiles "point_result.shp", "subdistrict_result.shp" and "city_result.shp" record unique IDs and urban physical disorder levels for 2,643,959 sampling points, 11,422 subdistricts, and 698 natural cities for two time periods, period1(UPD_P1) and period2(UPD_P2), respectively.
DOI: 10.17632/stm7p75298
title: Survey data of additive manufacturing enterprises in South Africa

description: This dataset comprises survey data from South African additive manufacturing (AM) enterprises, representing approximately 80% of the industry. The survey was designed using innovation indicators from the technology innovation system (TIS) framework to explore the dynamics within South African AM enterprises. The survey's comprehensiveness and relevance were validated by six TIS experts and two AM industry specialists. A statistician reviewed the data collection process to ensure it was suitable for robust statistical analysis. Managers of South African AM enterprises were invited to complete the survey online, and the responses were systematically collected and stored. This dataset is a valuable resource for AM researchers and practitioners, facilitating market gap analysis concerning current materials and services and offering insights for future AM applications.
DOI: 10.17632/6m6bt5427c
title: Supplementary data for 'Compositional heterogeneity in 91500, GJ-1/89 and TEMORA-2 zircon reference materials'

description: Solution Q-ICP-MS data for GJ-1/89 zircon and long-term laser ablation Q-ICP-MS data for 91500, GJ-1/89 and TEMORA-2 zircon reference materials.
DOI: 10.17632/8p4vkw38y3
title: Data for JASP

description: Dataset of the study titled "Effect of learning to ski with an indoor skiing carpet compared to the real snow setting on alpine skiing technique, autotelic experience, and anxiety levels in university students. A pilot randomized controlled trial"
DOI: 10.6084/m9.figshare.25939360.v1
title: Data and jupyter notebooks for generating scripts and results in Benchmark.

description: The zipped file contains the data and jupyter notebooks for generating scripts and results in Benchmark.
DOI: 10.17632/6jrnwm5nh8
title: Arabidopsis thaliana pLMI1::SPL9r:Venus leaf8 time-lapse images

description: Raw confocal stacks used in the following Manuscript: 
TITLE: Age-associated growth control modifies leaf proximodistal symmetry and enabled leaf shape diversification
JOURNAL: Current Biology
Article Type: Report
Authors: Xin-Min Li, Hannah Jenke, Sören Strauss, Yi Wang, Neha Bhatia, Daniel Kierzkowski, Rena Lymbouridou, Peter Huijser, Richard S. Smith, Adam Runions, Miltos Tsiantis*
*Corresponding Authors: Miltos Tsiantis (tsiantis@mpipz.mpg.de)
Leaf8 development (1-7 days after initiation, D1-D7) was monitored in the SPL9 distal augmentation (pLMI1::SPL9r:Venus, distal margin) line using live imaging with a one-day time interval. Four biological replicates are archived.
tdTomato signals from the plasma membrane were captured by a Leica TCS SP8 Confocal Laser Scanning Microscope, and images were channel-split and converted into .tif format stacks using FIJI. For further information, please refer to the related publication.
DOI: 10.17632/8wgcvs8v88
title: SR DATA 

description: DATA FOR SYSTEMATIC REVIEW
DOI: 10.17632/g9m4t5dcwp
title: Data for: New geochemical and Sr-Nd-Pb isotope evidence for FOZO and Azores plume components in the sources of DSDP Holes 559 and 561 MORBs
DOI: 10.17632/n2fjzjtg62
title: Women fertility state

description: Data shows related factors associated with women fertility status. Five factors are involved to identify the fertility state with target label is assigned as normal (fertile) and altered (infertile). Data gatherd from shristhi infertility clinic located at west bengal, focuses on indian women. Besides, this data helps to upcoming reaseachers who are interest to explore and persue their research in this domain. Various features are related to human reproductive system which are listed in this data set. face to face interview has been conducted during data collection session and fill the questionaire, detailing are listed in dataset.
DOI: 10.17632/trghs22fpg
title: A Composite Retinal Fundus and OCT Dataset with Detailed Clinical Markings of Retinal Layers and Retinal Lesions to Grade Macular and Glaucomatous Disorders

description: This repository contains composite retinal fundus and OCT dataset for analyzing retinal layers, retinal lesions, and to diagnose normal and abnormal retinal diseases like Centrally Involved Diabetic Macular Edema, Acute Central Serous Retinopathy (CSR), Chronic CSR, Geographic Age-related Macular Degeneration (AMD), Neovascular AMD, and Glaucoma. 

Please cite the following papers if you want to use any part of this dataset:
1) T. Hassan, M. U. Akram, M. F. Masood, U. Yasin, “Deep structure tensor graph search framework for automated extraction and characterization of retinal layers and fluid pathology in retinal SD-OCT scans”, Computers in Biology and Medicine, December 2018.
2) T. Hassan, M. U. Akram, N. Werghi, and N. Nazir, “RAG-FW: A hybrid convolutional framework for the automated extraction of retinal lesions and lesion-influenced grading of human retinal pathology,” IEEE Journal of Biomedical and Health Informatics, March 2020.
DOI: 10.6084/m9.figshare.26038927.v1
title: Rainfall Erosivity from EMO

description: Input files to accompany the github directory: https://github.com/matfran/Rainfall_erosivity_from_EMO.gitThe accompanying data to run the workflow includes extractions of the 6-hourly rainfall at all stations within the REDES database. All station locations are listed here and can be downloaded via the ESDAC link: https://esdac.jrc.ec.europa.eu/content/rainfall-erosivity-european-union-and-switzerland<br>Manuscript:Panagos, P., Ballabio, C., Borrelli, P., Meusburger, K., Klik, A., Rousseva, S., Tadić, M. P., Michaelides, S., Hrabalíková, M., Olsen, P., Aalto, J., Lakatos, M., Rymszewicz, A., Dumitrescu, A., Beguería, S., & Alewell, C. (2015). Rainfall erosivity in Europe. <i>Science of the Total Environment</i>, <i>511</i>, 801–814. https://doi.org/10.1016/j.scitotenv.2015.01.008<br>EMO manuscript:Thiemig, V., Gomes, G. N., Skøien, J. O., Ziese, M., Rauthe-Schöch, A., Rustemeier, E., Rehfeldt, K., Walawender, J. P., Kolbe, C., Pichon, D., Schweim, C., & Salamon, P. (2022). EMO-5: a high-resolution multi-variable gridded meteorological dataset for Europe. <i>Earth System Science Data</i>, <i>14</i>(7), 3249–3272. https://doi.org/10.5194/ESSD-14-3249-2022
DOI: 10.17632/b6kvr4bzxp
title: Overexpression of AMP-activated kinase sensitizes Sorafenib-resistant Hepatocellular cancer cells and decreases stem cell markers

description: Data used to generate figures of the paper by Bort A, Sánchez BG, Mateos-Gómez PA, Vara-Ciruelos D, Rodríguez-Henche N, Díaz-Laviada I. “Targeting AMP-activated kinase impacts hepatocellular cancer stem cells induced by long-term treatment with sorafenib” Mol Oncol. 2019 May;13(5):1311-1331. doi: 10.1002/1878-0261.12488. In this study we demonstrate that the AMP-activated kinase AMPK reverse the Cancer Stem cell features of Hepatocellular CSC.
DOI: 10.6084/m9.figshare.3517379.v1
title: Appendix B. Description of GIS-based spatial resource data.

description: Description of GIS-based spatial resource data.