cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/w3jkrw2ct8
title: Setup of a 3D printed wind tunnel: application for calibrating bi-directional velocity probes used in Fire Engineering Applications

description: The research presented here focuses on the development of a 3D printed wind tunnel and the relevant equipment to be used for calibrating bi-directional velocity probes (BDVP). BDVP are equipment to be used for measuring velocity flow by determining the pressure difference of hot gases generated during fires. The manufactured probes require calibration to determine the calibration factor to achieve precise measurement. The calibration is usually performed in wind tunnels which can be difficult to access due to costs, complexity and the various pieces of equipment required. The aim of the current study is to develop and assemble an inexpensive and easy-to-build bench-scale wind tunnel, with a data-logging system and fan control functionalities for fast and effective calibration of BDVP. A 3D printer with a PET-G filament is used, able to produce parts for the wind tunnel system which are durable and easy to handle and assemble. The system additionally includes an Arduino-based measuring unit with a hot-wire anemometer and temperature correction: Rev. P. This takes precise measurements; continuously logging data on a computer through a USB interface and capable of saving data on an SD card. This design provides users with parameters of velocity flow up to 4 m/s with standard deviation of 1.2 % and turbulence intensity of 1 %. The main advantages of this wind tunnel are its simplicity to build and portability.

The dataset contains design files for 3d printing of the wind tunnel, BOM and wiring of electronic components. 

The project is prototype under development and authors are not responsible for any damages or injuries caused by inappropriate construction or operation. This source is distributed WITHOUT ANY EXPRESS OR IMPLIED WARRANTY, INCLUDING OF MERCHANTABILITY, SATISFACTORY QUALITY AND FITNESS FOR A PARTICULAR PURPOSE.
DOI: 10.6084/m9.figshare.3568341.v1
title: Appendix E. Additional figure showing empirical power of multivariate tests for comparisons of groups based on the Norwegian continental shelf data.

description: Additional figure showing empirical power of multivariate tests for comparisons of groups based on the Norwegian continental shelf data.
DOI: 10.17632/dx8kbs5yxc
title: HHVannPRO: ANN trained to predict the biomass HHV based on the results of the proximate analysis

description: For the comparative analysis of different algorithms for training the ANNs the same network structure is used but with diferent training functions. In all cases this network was fed with the same sets of input data. Data sets were formed on the basis of literature data on measured HHV of biomass characterized by the proximate analysis. In order to improve the ANNs response, the training data sets were augmented with the additional literature data on measured HHV and biomass composition in terms of the proximate analysis, so that the final set of data consisted of 318 training input records and corresponding 318 outputs. The custom designed MATLAB functions were then applied to a new set of input data completely unknown to ANNs and the results were recorded. Folder ANNmatlabDefault comprises files related to training functions Levenberg-Marquardt, Bayesian Regularization ans Scaled Conjugate Gradient. Other folders are related to other training functions: Gradient Descent, Gradient Descent with Momentum, Variable Learning Rate Gradient Descent, One Step Secant, Polak-Ribiére Conjugate Gradient, Fletcher-Powell Conjugate Gradient, Conjugate Gradient with Powell/Beale Restarts, Resilient Backpropagation and BFGS Quasi-Newton.
DOI: 10.17632/p7ft2bvphx
title: Spike count data for studying dimensionality, information and learning in prefrontal cortex

description: Learning leads to changes in population patterns of neural activity. We wanted to examine how these changes in patterns of activity affect the dimensionality of neural responses and information about choices. We carried out high channel count recordings in dorsal-lateral prefrontal cortex (dlPFC; 768 electrodes) while macaques performed a two-armed bandit reinforcement learning task (see https://doi.org/10.1523/JNEUROSCI.0631-17.2017). The high channel count recordings allowed us to study population coding while the animals learned choices between actions or objects.
This dataset includes spike counts from time bins (250ms, consecutive) around the onset of the cue that instructed the animals to respond for the recorded neural population. In addition, behavioral choice data used to model behavior is included. The dataset consists of 8 recording sessions, there is one MAT file per session.
Using this dataset, we have found that the dimensionality of neural population activity was higher across blocks in which animals learned the values of novel pairs of objects, with respect to the dimensionality across blocks in which they learned the values of actions. The increase in dimensionality with learning in object blocks was related to less shared information across blocks, and thus to patterns of neural activity that were less similar compared to learning in action blocks. Furthermore, these differences emerged with learning, and were not a simple function of the choice of a visual image or action. Therefore, learning the values of novel objects increases the dimensionality of neural representations in dlPFC.
DOI: 10.17632/7gcmtsx8fb
title: Brugge_Mouse_CR_CyTOF_Anndata

description: Single-Cell and Spatial Analyses Reveal a Tradeoff between Murine Mammary Proliferation and Lineage Programs Associated with Endocrine Cues, 2023 Processed CyTOF Data as h5ad files
DOI: 10.17632/t7sn36rzhn
title: US Monetary Policy Spillovers To Emerging Markets: The Role of Trade Credit

description: Replication package to reproduce the content of the article "US Monetary Policy Spillovers To Emerging Markets: The Role of Trade Credit", London & Silvestrini (2025)
DOI: 10.17632/39hhv89vs5
title: Data for: A new approach to minimize the economic cost of the deck in slab bridges by means of metaheuristics

description: File "structures.xlsx" is the core of this database. It contains the experimental instance or black-box approach to optimize the cost of the slab bridge. See article for details. Folders "GA", "PS" and "VNS" contain examples of codes of three metaheuristics to solve the problem.
DOI: 10.17632/78h6nd3kcy
title: Research Funding and Resource Allocation in Pregnancy-Related Long-Term Cardiovascular Outcome Research Supplementary Data

description: This file summarizes the results of the screening process. We retrieved 8,981 records from World Reporter and 2,839 records from NIH. After deduplication, 1,473 records from World Reporter and 951 records from NIH remained. Merging these datasets resulted in 2,420 unique records.

Following title and abstract screening, 209 studies were deemed eligible. Of these, 23 studies were excluded due to missing funding information, leaving a final set of 186 studies with complete funding data for inclusion.
Inclusion Criteria

Studies assessing pregnancy in relation to immediate or long-term cardiovascular risks were included.
Exclusion Criteria

Studies were excluded if they:

 Focused solely on adverse pregnancy outcomes without evaluating cardiovascular implications.

 Investigated metabolic or neurological outcomes.

 Examined pregnancy outcomes without a cardiovascular context.

 Assessed maternal pregnancy complications in individuals with preexisting congenital or acquired heart disease.

 Involved non-human studies.
DOI: 10.17632/kfp5fhgkvf
title: Compilation, Revision and Updating of the Global VAR (GVAR) Database, 1979Q2-2023Q3

description: This is the latest version of the Global VAR (GVAR) dataset - a global modelling framework for analyzing the international macroeconomic transmission of shocks while accounting for drivers of economic activity, interlinkages and spillovers between different countries, and the effects of unobserved or observed common factors. This dataset includes quarterly macroeconomic variables for 33 economies (log real GDP, y, the rate of inflation, dp, short-term interest rate, r, long-term interest rate, lr, the log deflated exchange rate, ep, and log real equity prices, eq, as well as quarterly data on commodity prices (oil prices, poil, agricultural raw material, pmat, and metals prices, pmetal), from 1979Q2 to 2023Q3. These 33 countries cover more than 90% of world GDP. 

It would be appreciated if use of the updated dataset could be acknowledged as: “Mohaddes, K. and M. Raissi (2024). Compilation, Revision and Updating of the Global VAR (GVAR) Database, 1979Q2-2023Q3. University of Cambridge: Judge Business School (mimeo)”.

For more details on Global VAR (GVAR) modelling, see also www.mohaddes.org/gvar
DOI: 10.17632/vp3y7zhxxx
title: RMS of Lamb wavefield interacting with delamination - numerical

description: In this work, we have generated a large dataset of 475 cases of a full wavefield of propagating Lamb waves in a plate made of carbon fibre-reinforced plastic (CFRP). The time-domain spectral element method was used for simulation of Lamb wave interaction with delamination. It should be added that despite the utilisation of the parallel code of the spectral element method which was run on the Tesla K20X GPU card, the computation of the dataset took about 3 months. For each case, single delamination was modelled by using the method of splitting nodes between appropriate spectral elements. It was assumed that the composite laminate is made of eight layers of a total thickness of 3.9 mm. The delamination was modelled between the third and fourth layer. Zero-volume delamination was assumed in the model. Delamination spatial location was selected randomly so that the interaction of guided waves with delamination is different for each case. It includes cases when delamination is located at the edge of the plate which is the most difficult to identify by signal processing methods. Additionally, the size of the delamination was randomly simulated by selecting the ellipse minor and major axis from the interval 10-40 mm. Also, the angle between the delamination major axis and the horizontal axis was randomly selected.
Guided waves were excited at the plate centre by applying equivalent piezo-electric forces. The excitation signal had a form of sinusoid modulated by Hann window. It was assumed that the carrier frequency is 50 kHz and the modulation frequency is 10 kHz.
The output from the top and bottom surfaces of the plate in the form of particle velocities at the nodes of spectral elements were interpolated on the uniform grid of 500x500 points by using shape functions of elements. It essentially resembles measurements acquired by the scanning laser Doppler vibrometer in the transverse direction (perpendicular to the plate surface).
The root mean square (RMS) of the wavefield acquired at the bottom surface of the plate is given in this data set.
DOI: 10.17632/bvtztcgzgx
title: Data for: Cretaceous extensional and compressional tectonics in the Northwestern Andes, prior to the collision with the Caribbean oceanic plateau

description: Geochemical and U-Pb raw data
DOI: 10.17632/dx3hx827fp
title: Cryo-EM structure of the yeast Spo11 core complex bound to DNA

description: ChimeraX session files for ySpo11 modeling,
DOI: 10.17632/rfwyhxfnfj
title: Research on Optimization for mixed oil-electric fleet problem under the carbon emissions regulations

description: Experimental data is used to store experimental data for algorithm validation
Case data is used to store the data for the case analysis
DOI: 10.17632/9jwd8h843p
title: Data on Biogas Production using Domestic Waste and Weed

description: This Data shows the data obtained from Biogas production using Organic Waste and Weed for Digested/Restarted Digested with different mixture.
DOI: 10.17632/nnw4z5dh4f
title: Industrialization of All-Solid-State Battery production technologies: Data of an online survey among battery experts

description: All correlated data were collected with the help of an online survey amongst battery experts in the year 2021. The main goal was the identification of technical and economic barriers for the mass production of all-solid-state batteries.
DOI: 10.17632/x3js7s8zdv
title: Veganism 

description: FACTORS INFLUENCING MILLENNNIALS’ PURCHASE INTENTIONS TOWARDS VEGAN PRODUCTS IN SOUTH AFRICA.
DOI: 10.17632/zzg4kfj785
title: COVID-19 Unified US County Daily Dataset - 2020

description: This dataset integrates county-level COVID-19 data from a multitude of open-source and governmental datasets. It contains environmental, social, behavioral, economic, political, regulatory, and health characteristics for every US county on every day of the COVID-19 pandemic from January 22, 2020 to December 31, 2020. Covariates used for modeling were selected from a candidate list through negative binomial stepwise forward selection with backwards elimination, as well as clinical judgement for prediction of COVID-19 cases and deaths. In our study, counterfactual and bootstrap analyses estimated the impact of secondary education on COVID-19 mortality.
DOI: 10.17632/cbkz3mmb6x
title: Sequencing data microbiome type 1 diabetes

description: Microbiome sequencing data type 1 diabetes
DOI: 10.17632/mvyzggr4bf
title: Colon Polyp dataset

description: The dataset consists of the colonoscopy images of various patients. Along with the polyp images, ground truths and segmented masks of the polyps are attached
DOI: 10.17632/pjf5rdcdf9
title: Data for: Comparative Assessment of Outcomes in Drug Treatment for Smoking Cessation and Role of Genetic Polymorphisms of Human Nicotinic Acetylcholine Receptor Subunits

description: The data of this manuscript entitled “Comparative Assessment of Outcomes in Drug Treatment for Smoking Cessation and Role of Genetic Polymorphisms of Human Nicotinic Acetylcholine Receptor Subunits” by Muderrisoglu et. al., 2022 is presented in this file. In the study, the effects of functional genetic polymorphisms of nicotinic acetylcholine receptor subunits on smoking status and success of cessation treatments in a Turkish population of non-smokers and smokers treated with nicotine replacement, bupropion or varenicline were investigated.
DOI: 10.15468/dl.twux44
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argentina Linnaeus, 1758",
 "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 ((-1.9734 4.2478,-0.0352 5.0957,-0.0352 10.8496,-9.0352 10.8496,-9.0352 4.4397,-8.4168 4.1049,-7.389 3.8664,-5.7288 4.5489,-4.0108 4.7359,-1.9734 4.2478))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012889-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/kh538dfdt9
title: Data for: Business cycle implications of rising household credit market participation in emerging countries

description: Macroeconomic data for Mexico used to estimate the small open economy model described in Section 2 of: "Business cycle implications of rising household credit market participation in emerging countries". The file includes National Account data from OECD and Credit to Households as % of GDP extracted from Bank for International Settlements (BIS) "Long series on credit to the private non-financial sector" database.
DOI: 10.17632/d67sxmccrk
title: Dataset of Dowry and Marriage Practices in Rural Punjab Pakistan

description: The dataset contains raw cross-section data of 659 households obtained by structured questionnaire-based survey. The survey was conducted in rural Punjab in Pakistan in 2013 to examine the association between dowry and women’s status in the marital household. The questionnaire was uniquely designed to collect information concerning various marital practices in rural Punjab Pakistan, including marriage ceremonies, marriage expenses and transfers, cousin marriage, endogamous marriage, and watta satta (exchange marriage). The survey area covers the entire Punjab Province in Pakistan, and thus, we believe that it could capture the heterogeneous climate, cultural, and socioeconomic aspects of the province. The selection of the survey households followed the stratifying random sampling process so that the survey consists of the representative households in rural Punjab Province. The eligible households were those with an economically active husband and wife aged 15–65 because the primary outcome of the survey was the husband-wife relationship in the marital household.
DOI: 10.17632/dmvd7tzjrv
title: Bibliometric Dataset on Creativity in Education Research in ASEAN Countries (2000-2024)

description: This dataset comprises metadata of 453 scientific publications on creativity in education within ASEAN countries, published between 2000 and May 2024. The data were retrieved from the Scopus database using a targeted search query focusing on creativity-related terms, education-related terms, and ASEAN country affiliations. This dataset formed the basis for a bibliometric analysis examining publication trends, influential authors and journals, collaborative networks, and thematic evolution in the field. The analysis employed Biblioshiny (R package) and VOSviewer software.
DOI: 10.17632/xx2djjddhs
title: In Someone Else’s Shoes: Reducing Prejudice through Perspective Taking

description: Replication files for paper: In Someone Else’s Shoes: Reducing Prejudice through Perspective Taking published at the Journal of Development Economics: 
https://www.sciencedirect.com/science/article/pii/S0304387824000580?dgcid=author
DOI: 10.17632/z73rn2n6vs
title: ThreatBiasedAttentionERPData
DOI: 10.17632/8syw267ccw
title: A Green's function code for Schrödinger equations with nonlocal separable kernels

description: Title of program: GREFUL Catalogue Id: ABPP_v1_0 Nature of problem The program GREFUL calculates the Green's function in r-space for integro-differential equations of Schrodinger type with nonlocal, separable complex potentials at a given energy. The potentials are input quantities and can be l-independent with a central and a spin- orbit component, parity dependent or generally dependent on the partial wave. The program can be widely applied for any calculation in second or higher order perturbation theory in nuclear physics when the distorting potential is a ... Versions of this program held in the CPC repository in Mendeley Data ABPP_v1_0; GREFUL; 10.1016/0010-4655(85)90004-9 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)
DOI: 10.17632/9h4xyfnvny
title: Manzano, Günther et al. 2020

description: Supplemental Tables Describing Analyzed Datasets for Manzano, Günther et al. 2020
DOI: 10.17632/fnzyhvdh2k
title: Gig workers In-depth interview data

description: We interviewed 33 gig workers in the food delivery service. The interviews are audiotaped, transcribed, and translated into English. The data was analyzed using NVivo using Thematic analysis. The arrived themes revealed the presence of psychosocial anxieties among gig workers which is not identified and studied so far among gig workers.
DOI: 10.17632/g5sf93zwtf
title: Whole-cell and plasma membrane proteomics of herpes simplex virus-1 infection reveals cell surface remodelling via pUL56-mediated GOPC degradation

description: Herpesviruses are ubiquitous in the human population and they extensively remodel the cellular environment during infection. Multiplexed quantitative proteomic analysis over the time-course of herpes simplex virus (HSV)-1 infection was used to characterize changes in the host-cell proteome and the kinetics of viral protein production. Several host-cell proteins are targeted for rapid degradation by HSV-1, including the cellular trafficking factor GOPC. We show that the poorly-characterized HSV-1 pUL56 directly binds GOPC, stimulating its ubiquitination and proteasomal degradation. Plasma membrane profiling revealed that pUL56 mediates specific changes to the cell surface proteome of infected cells, including loss of IL18 receptor and Toll-like receptor 2, and that cell surface expression of Toll-like receptor 2 is GOPC-dependent. Our study provides significant resources for future investigation of HSV-host interactions and highlights an unanticipated and efficient mechanism whereby a single virus protein targets a cellular trafficking factor to modify the surface of infected cells. This deposition includes quantified peptide data for the five experiments presented in the manuscript. In HSV_UL56_GOPC_Figures3_and_6.xlsx, 090316_Exp[123] relate to the SILAC IP shown in Figure 3, and Exp1_2018_singleshot_SILAC_LMH_Mock_WT_dUL56" and "Exp2_2018_Fraction[123456]_SILAC_LMH_Mock_WT_dUL56" relate to the plasma membrane profiling experiment shown in Figure 6.
DOI: 10.17632/h3g6fh3rwx
title: Data for: Screening of Different Iranian Ecotypes of Cannabis under Water Deficit Stress
DOI: 10.17632/t8vvk6p4kt
title: Дополнительные материалы к статье "Эффективность и безопасность мультимодальной аналгезии на основе болюсного vs. продленного введения НПВП: мета-анализ рандомизированных контролируемых исследований"

description: Дополнительные материалы к статье "Эффективность и безопасность мультимодальной аналгезии на основе болюсного vs. продленного введения НПВП: мета-анализ рандомизированных контролируемых исследований"
Материалы включают в себя: 
Табл. Д1 – Чек-лист PRISMA
Табл. Д2 – Исключенные публикации с причинами для исключения
Рисунок Д1 – Воронкообразные диаграммы для исследований, включенных в мета-анализ по потреблению опиоидов, частоте послеоперационной тошноты и/или рвоты, угнетения дыхания и потребности в дополнительной анальгезии.
Рисунок Д2 – Воронкообразные диаграммы для исследований, включенных в мета-анализ по уровню боли через 6, 12, 24 и 48ч после окончания операции.
Табл. Д3 – Оценка риска систематической ошибки (bias) с помощью RoB2. 
Табл. Д4 – Степень достоверности доказательств по методологии GRADE.
DOI: 10.17632/dt2xb2r8gm
title: Positive mental health and perceived stress-dataset v1.

description: This dataset contains collected data from a study on positive mental health and perceived stress, in a sample of healthcare students from Colombia and Mexico between years 2022 and 2023.
DOI: 10.17632/wbx7j53s4p
title: Data for: Mimicry cannot explain rejection type in a host-brood parasite system

description: Data belonging to manuscript entitled "Mimicry cannot explain rejection type in a host-brood parasite system". Data were used in two generalized linear mixed models with a binomial error distribution (ejection or desertion).