cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/65nbxg9pr3
title: ABAQUS-concrete hidden defects thermal simulation

description: The ABAQUS dataset consists of 12,018 greyscale images of heat transfer analysis simulation in ABAQUS. The dataset is equally split between not cracked and cracked concrete specimens, where there is a hollow void inside the specimen to represent hidden defects. Each simulation is of varying specimen dimensions, void dimensions, and heat at rear temperature. The concrete specimen begins with an initial temperature of 0 degrees celsius, then a uniform heat flux load of magnitude 60 degrees celsius is applied to the rear surface of the specimen and video frames are captured at the front of each specimen to create this dataset.
for more details read the data description attached.
DOI: 10.6084/m9.figshare.28661399.v1
title: Data for "Comparing ERA5 convective environments associated with hailstorms in Poland between 1948–1955 and 2015–2022"

description: Hail reports with collocated convective environments derived from ERA5 reanalysis using thundeR rawinsonde processing package. This data was used in<i> </i>"Comparing ERA5 convective environments associated with hailstorms in Poland between 1948–1955 and 2015–2022" (https://doi.org/10.1016/j.atmosres.2024.107286).
DOI: 10.6084/m9.figshare.28877057.v1
title: Prehension Data

description: The data needed to run the prehension MS in the github repo https://github.com/willsheppard9895/blurNprehension
DOI: 10.17632/72byg9b69w
title: Correlation between postural biomechanical changes and musculoskeletal disorders among security guards: A cross-sectional study

description: This is a cross-sectional study done to investigate the relationship between changes in the postural variables in different planes and musculoskeletal
disorders among security guards. Participants between 30-50 years was recruited after fulfilling the selection criteria. Posture was analyzed using photogrammetric method in sagittal & coronal plane and further analysis was done using posture analysis app (APECS). And for analysis of musculoskeletal disorders, Nordic musculoskeletal questionnaire was used and pain level was measured using Numeric pain rating scale (NPRS).
DOI: 10.6084/m9.figshare.1569373.v2
title: Attention in Older Adults: A Normative Study of the Integrated Visual and Auditory Continuous Performance Test for Persons Aged 70 Years

description: <i>Objective</i>: Our objective was to present normative data from 70-year-olds on the Integrated Visual and Auditory Continuous Performance Test (IVA), a computerized measure of attention and response control. <i>Method</i>: 640 participants (330 men and 310 women), all aged 70 years, completed the IVA, as well as the Mini-Mental State Examination and the Geriatric Depression Scale. <i>Results</i>: Data were stratified by education and gender. Education differences were found in 11 of 22 IVA scales. Minor gender differences were found in six scales for the high-education group, and two scales for the low-education group. Comparisons of healthy participants and participants with stroke, myocardial infarction, or diabetes showed only minor differences. Correlations among IVA scales were strong (all <i>r</i> &gt; .34, <i>p</i> r p Conclusions: This study provides IVA norms for 70-year-olds stratified by education and gender, increasing the usability of this instrument when testing persons near this age. The data presented here show some major differences from original IVA norms, and explanations for these differences are discussed. Explanations include the broad age-range used in the original IVA norms (66–99 years of age) and the passage of 15 years since the original norms were collected.
DOI: 10.21233/sah5-mx12
title: CRDY5 pollen surface sample dataset

description: Raw data for the CRDY5 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/xm87k23hrh
title: Kudo et al, Cancer Cell 2020
DOI: 10.6084/m9.figshare.22666510.v1
title: MMnGM_processed_files_build39.zip

description: Processed MegaMUGA and GigaMUGA (combined) SNP genotype data on the Collaborative Cross founders, for useful for preparing Diversity Outbred mouse genotypes for use with R/qtl2 (http://kbroman.org/qtl2) <br> Equivalent to https://doi.org/10.6084/m9.figshare.5404762.v2 but with physical and genetic map files revised for mouse build GRCm39 <br> MMnGM_allelecodes.csv: allele codes used for all SNPs MMnGM_foundergeno*.csv: consensus genotypes for each of the 8 founder lines MMnGM_gmap*.csv: Genetic map positions of the SNPs MMnGM_info.csv: marker, chr, Mbp position, cM position, tier, and whether on GM and on MM arrays MMnGM_pmap*.csv: Physical map positions (in Mbp) of the SNPs <br> <br> <br>
DOI: 10.17632/h7v7dgj2bp
title: Data for: Bad news is bad news - information effects and the socio-political acceptance of new technologies in electricity transmission

description: The data set was collected in Switzerland in 2016. A trilingual survey on future energy provision in Switzerland collected 8’287 interviews from a repre-sentative sample provided by the Federal Office of Statistics; respondents where invited by postal mail to participate in the online survey. After three invitations, the response rate was at 41.7%. The data set "OHL_LUP" is a subsample of this larger sample. The 1’129 respondents (randomly drawn from the overall sample) received a module on the acceptance of (hybrid) high voltage lines.
DOI: 10.17632/hbt2chrn3v
title: Replication Data for Exploring Child-based Strategies in addressing Child-to-Child Violence in Primary Schools in Kitgum District, Northern Uganda

description: Exploring Child-based Strategies in addressing Child-to-Child Violence in Primary Schools in Kitgum District, Northern Uganda
DOI: 10.17632/rjcd7phswc
title: HelR manuscript

description: Uncompressed, uncropped Coomassie stained gels, Western Blot, Ponceau Stained membranes, and autoradiographs used within this work.
DOI: 10.6084/m9.figshare.24099552.v1
title: Optimizing rainfed rice productivity in Madagascar: Combinatory design of fertilizing resources assemblage

description: The lack of affordable mineral fertilizers and scarcity of organic materials cause decline in soil fertility for smallholder farmers and producers in the highlands of Madagascar, challenging crop productivity. To fulfill plant growth and nutrition, we explored the effect of 132 combinations of 17 different fertilizing resources, both organic and mineral, on rice growth and nutrition using a greenhouse experiment. Two clustering approaches were used to evaluate the effects of fertilizing resources: elemental clustering and functional clustering. Elemental clustering grouped resources based on their elemental intrinsic composition, while functional clustering grouped resources based on their effect in improving plant growth and nutrition when combined in soil. We found that some resources closely grouped based on their elemental composition exhibited different effects on plant growth and nutrition when combined in soil. Zebu horn emerged as a particular organic resource in elemental clustering, and a key resource in functional clustering by promoting plant growth and nutrition when combined with other resources in soil. Its unique elemental composition played a significant role in driving positive interactions with other resources. We proposed to extend the concept of "assembly motif" within soil fertilization strategy, suggesting that the combination of functional groups of resources determine better their fertilizing effect than their elemental composition. Resources inducing high interaction effects should be combined with those having high elemental composition to optimize crop productivity.<br>
DOI: 10.17632/7nnxbsszyz
title: Rational selection of reverse phase columns for high throughput LC-MS lipidomics.
DOI: 10.6084/m9.figshare.13106774.v1
title: Extended Data Workbook 5. Transcription Factors: TFs present in the AD-DS, Chr 21 genesets

description: Transcription Factors: TFs present in the Alzheimer's disease, Down Syndrome, Chromosome 21, Alzheimer's disease risk factors genesets.
DOI: 10.17632/k8fmy53jjr
title: Data for: Petrogenesis of Early Cretaceous volcanic rocks of the northeastern North China Craton: Constraints from geochemistry and Sr-Nd-Pb isotopes

description: Supplementary materials for "Petrogenesis of Early Cretaceous volcanic rocks of the northeastern North China Craton: Constraints from geochemistry and Sr-Nd-Pb isotopes"
DOI: 10.17632/9t7gn926ry
title: Ex vivo drug screening informed targeted therapy for metastatic parotid squamous cell carcinoma

description: Supplementary data files for Nykänen N et al. Supplementary data 1. GR metrics from the ex vivo drug sensitivity screening of sample A patient derived parotid SCC cells Supplementary data 2. GR metrics from the ex vivo drug sensitivity screening of sample B patient derived parotid SCC cells Supplementary data 3. RPPA assay results from the ex vivo drug sensitivity screening of sample B patient derived SCC cells
DOI: 10.17632/zj9ms7h26y
title: Supplementary Material-Birth weight, cardiometabolic factors and coronary heart disease: a Mendelian randomization study

description: This is the Supplementary material for the manuscript entitled "Birth weight, cardiometabolic factors and coronary heart disease: a Mendelian randomization study".
DOI: 10.6084/m9.figshare.15832332.v2
title: 2010-2012 Control and Disturb Matrices .xlsx

description: 2010-2012 Control and Disturb Matrices Presence absence matrices compiled and meta-data for 96 1 m x 1 m plots (48 control plots and 48 disturbed plots) over three years. Disturbed plots were treated with a one-time glyphosate herbicide application, applied to 1/3 of the plot area. The presence-absence matrix for each year includes a culmination of monthly surveys (May-Sept for each year). <br>Trait Data Control and Disturbed Mean trait values for each of the plots described above, including mean height (cm; MeanHeight), mean seed mass (mg; Mean Seed Mass), and proportion of stoloniferous plants (StolonProp). <br><br>
DOI: 10.17632/5gh3xbvc92
title: Dataset: Sun dynamics from topological features extraction

description: The present project has culminated in the creation of a comprehensive and detailed dataset based on solar images from the Solar and Heliospheric Observatory (SOHO). This multidisciplinary effort has resulted in a robust and automated methodology ranging from solar imaging to the calculation of spectral parameters and relevant features.
DOI: 10.17632/7psjn7wrfp
title: RIG-I uses an ATPase-powered translocation-throttling mechanism for kinetic proofreading of RNAs and oligomerization. Devarkar et al

description: Biotin-Streptavidin displacement Assays and EMSA Gel Scans
DOI: 10.17632/f7whz4t9c7
title: Attachment--thesis

description: attachment for my master thesis.
DOI: 10.17632/cpppgck858
title: QCWAVE – A Mathematica quantum computer simulation update

description: Abstract This Mathematica 7.0/8.0 package upgrades and extends the quantum computer simulation code called QDENSITY. Use of the density matrix was emphasized in QDENSITY, although that code was also applicable to a quantum state description. In the present version, the quantum state version is stressed and made amenable to future extensions to parallel computer simulations. The add-on QCWAVE extends QDENSITY in several ways. The first way is to describe the action of one, two and three-qubit quantum g... Title of program: QCWAVE Catalogue Id: ADXH_v3_0 Nature of problem Simulation of quantum circuits, quantum algorithms, noise and quantum error correction. Versions of this program held in the CPC repository in Mendeley Data ADXH_v1_0; QDENSITY; 10.1016/j.cpc.2005.12.021 ADXH_v2_0; QDENSITY 2.0; 10.1016/j.cpc.2008.10.006 ADXH_v3_0; QCWAVE; 10.1016/j.cpc.2011.04.010 ADXH_v4_0; QDensity, QCWave, BTSystem, Circuits; 10.1016/j.cpc.2015.12.015 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/z7h7mndnwc
title: Datasets and R Markdown files for the article "Effect size and inferential statistical techniques coupled with machine learning for assessing the association between prolactin concentration and metabolic homeostasis" submitted to Clinica Chimica Acta

description: - Datasets - - - - - - - - - - - - - - - - - - - - - - - The dataset (dataset_individual_results.xlsx) contains 65,795 anonymized laboratory results from tests of Prolactin (PRL), Glucose (GLU), Insulin (INS), Total Cholesterol (TC), HDL-c, LDL-c, and Triglycerides (TG) conducted on adult patients of both sexes in the first half of 2018. Additionally, another dataset (dataset_mean_results.xlsx) includes 106 average results obtained from stratifying the 65,795 results into 106 partitions based on prolactin concentration ranges. Within each partition, the average concentrations of prolactin and tests for glucose and lipid metabolism were computed.
DOI: 10.17632/bmwb87w8fb
title: Environmental Science Education Nepal

description: Data for the research 'Environmental science education in Nepal: Historical development, current status, and prospects'.
DOI: 10.6084/m9.figshare.5234068.v7
title: American Rivers Dam Removal Database

description: American Rivers’ Dam Removal Database includes all dam removals in the United States (of which we have been made aware) in which a significant portion of the dam has been removed for the full height of the dam, such that ecological function, natural river flow and fish passage can be restored at the site. This database is revised and updated annually with information provided by contributors across the country. The database may be used by anyone provided that citation is given to American Rivers and the DOI link is included.
DOI: 10.21233/047d-ph15
title: CRDY7 pollen surface sample dataset

description: Raw data for the CRDY7 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.17632/c3pgj4brhh
title: Darmstadt Engine Tables

description: 1) This data can be used to predict the number of days needed to run the RANS simulation using two different turbulence model, viz. Re-Normalized Group (RNG), K-Epsilon (k-Epsilon) and K-Omega (k-omega) turbulence models
2) This dataset will be useful for academic researchers attempting to undertake computational fluid dynamics studies in diesel engines.
3) This data is more valuable because in-cylinder air motion experimental setup is highly expensive to purchase. Hence, this data can be used as an initial and boundary conditions of CFD simulations.
DOI: 10.17632/wrhd27phzc
title: Dataset on Effect of Cadmium and Lead on Chemical Reactivity of Selected Heterocyclic Compounds as Potential Dipeptidyl Peptidase III Inhibitors Using Insilico method

description: The features encoded in the studied compounds were reported via 2 dimensional descriptors. Also, the binding affinity for the studied compounds and the studied receptor which described their inhibiting activity were presented.
DOI: 10.17632/797zj4wpkj
title: LINF_140017900

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.7272500.v4
title: Earth Analytics Python | Landsat 8 2017 for SJER and HARV

description: This directory contains Landsat 8 data from 2017 for two NEON sites: SJER and HARV:<br>https://www.neonscience.org/field-sites/field-sites-map/SJER<br><br>https://www.neonscience.org/field-sites/field-sites-map/HARV<br><br>All Landsat data files have been cropped to the boundaries of each NEON Field site. Data were downloaded from Earth Explorer by Earth Lab in Oct 2018.<br>
DOI: 10.17632/sf3mfhhcwp
title: Full stack detection 

description: The model was also tested through video1.avi in which full stack detection can be observed.
DOI: 10.6084/m9.figshare.16600991.v4
title: MSPM: A modularized and scalable multi-agent reinforcement learning-based system for financial portfolio management

description: Datasets behind the results of MSPM paper.
DOI: 10.6084/m9.figshare.28738244.v30
title: Logic innovation

description: Logic innovation 9-pdf
DOI: 10.17632/2s8wyzfhc9
title: Data for: An analytical-numerical approach to vibration analysis of periodic Timoshenko beams

description: The subject of this article is analysis of transverse vibrations of beams which geometric and material properties vary periodically along the longitudinal axis. The aim is to present averaged models that take into account the shear deformation and geometric non-linearity, and to analysand transverse vibrations of such beams in moderately large deflection range. As the theoretical foundations, we use Timoshenko beam theory with von Kármán-type non-linearity. This results in obtaining new differential equations with constant coefficients, some of which explicitly depend on the beam inhomogeneity period size. Then, a reasonably simplified model is proposed to describe the vibrations of the considered beams in the low frequency range. The differential equations are transformed into a system of algebraic equations according to the Galerkin method. The response of the beam to transverse harmonic load is investigated by means of a pseudo arc-length continuation scheme. Non-linear coupling between vibration modes and the possibility of superharmonic resonance occurrence are taken into account. As an example of application, few special cases of beam geometry and boundary conditions are examined and compared.
DOI: 10.17632/tybrkkg9dr
title: From Glibness to Aggressiveness: The Dual Facets of Sociopathic Manipulation

description: This dataset captures behavioral traits related to sociopathic manipulation as assessed through two core dimensions: glibness and aggressiveness. It was collected from 34 participants using the Deenz Antisocial Personality Scale (DAPS-24), which is designed to measure antisocial and manipulative tendencies.

Key Features:

Glibness: Reflects superficial charm and persuasiveness. High scores indicate a propensity to use charm for manipulation.
Aggressiveness: Reflects tendencies to resort to threats, hostility, or coercion when charm fails. High scores indicate a readiness to use aggression as a tactic.
Manipulation Tendency: Combines Glibness and Aggressiveness scores into a single metric, representing the participant's overall tendency toward sociopathic manipulation.
Data Highlights:
Total Participants: 34
Scoring Range: 0–20 for Glibness and Aggressiveness.
Format: CSV file with 4 columns: Participant_ID, Glibness_Score, Aggressiveness_Score, Manipulation_Tendency.
Research Applications:
This dataset is suitable for:

Studying the dual strategies of sociopathic manipulation.

Analyzing correlations between charm and aggression in manipulative behavior.

Validating psychometric tools like the DAPS-24 in the context of sociopathy.
DOI: 10.17632/zdmdy8jtsw
title: Digital Elevation Model (DEM) for the State of Hawaii Statewide Coastal Highway Program Report: Maui, Hawaii

description: In this project, we use the Light Detection and Ranging (LiDAR) data to create the Digital Elevation Model (DEM). The LiDAR data can be downloaded through the Data Access Viewer of NOAA ( https://coast.noaa.gov/dataviewer/#/lidar/search/). For Maui, the majority of the DEM is created using the data of 2013 U.S. Army Corps of Engineers (USACE) National Coastal Mapping Program (NCMP) Topobathy LiDAR – Local Mean Sea Level (LMSL). For some areas not covered by this data set, we use the LiDAR data from 2006 FEMA LiDAR: Hawaiian Islands and 2007 JALBTCX Hawaii LiDAR: North Coasts of Hawaii (Big Island), Kauai, Maui, Molokai, Oahu, which are accessed in the Data Access Viewer of NOAA. Please read “Description of Digital Elevation Model (DEM) for Maui, Hawaii.docx” for detailed information.
DOI: 10.6084/m9.figshare.28645892.v2
title: <b>Dental Students’ Attitude toward General Surgery Subject</b>

description: To determine the influence of general surgery subject on oral surgery subject and Student’s preference toward the specialty of the lecturer
DOI: 10.17632/twrhk5hjbd
title: Cumulative cashflow from the rooftop PV-T collectors’ installations in Tarragona .

description: This is the dataset of annual cashflows from the proposed PV-T installations in the 184 municipalities of Tarragona according the techno-economic analysis done in the paper. The annual cumulative cashflows were used to generate the bar chart in Figure 8 in the paper.
DOI: 10.17632/jbv27gkkgb
title: Data for article: The limitations of mouth alcohol detection systems in breath alcohol testing - case reports

description: Breath alcohol analyzers can fail to detect mouth alcohol contamination despite having "slope detection" algorithms, potentially leading to falsely elevated results with serious legal consequences. An analysis of three case reports showed significant anomalies in breath expirograms that strongly suggest undetected mouth alcohol contamination.
DOI: 10.6084/m9.figshare.25719324.v2
title: Uncropped blots

description: Effect of ASRGL1 silencing on TDP-43 proteinopathy in ALS. Uncropped blots.
DOI: 10.17632/7rn8tsvm38
title: TMY weather files: building energy demand-based generation parameters

description: The following database contains TMY weather files generated based on the methodology outlined in "Defining generation parameters with an adaptable data-driven approach to construct typical meteorological year weather files" currently submitted to the journal of Energy and Buildings. The TMY weather files are generated using the Sandia Laboratory method for which the generation parameters have been defined using gradient boosted tree regression model. The monthly weighting factors are obtained using hourly building energy demand for a medium office building.

The file naming standard is as follows: Climate Zone_Station Number_Application Type_System_Algorithm-Weighting Factor Frequency
Montreal weather file example: 
"CZ6_7025251_MediumOffice_IAL_XGB-MH_WF.epw"
CZ6: Climate Zone 6
7025251: Station Number (CWEEDS)
MediumOffice: Regression model trained using building energy demand obtained for a medium office building
IAL: The system is based on "Ideal Air Load"
XGB: The selected algorithm is XGBoost
MH: Monthly (M) weighting factors are obtained and the model is trained using hourly data (H)
DOI: 10.17632/mnytyftvmr
title: SUGAR-TARGET

description: Source files for results (gel images and electropherograms) presented in SUGAR-TARGET: Immobilised enzyme cascade for targeted glycosylation by Makrydaki et al.