cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/b2437352ky
title: Dataset of dimensionless operating conditions for welding and metal additive manufacturing

description: The present dataset contains the dimensionless operating conditions obtained by processing a wide range of welding and  metal Additive Manufacturing (AM) process parameters through a unified theoretical framework based on the Rosenthal solution [1]. The exploratory data analysis covered Arc and Beam Welding (AW and BW, respectively) on various materials, joint types, and bead sizes ranging from 0.5 to over 10 mm.  As for AM, we considered Laser Metal Deposition (LMD) and Selective Laser Melting (SLM) on steel, Al, Ni, Ti, Cu, and Co-Cr alloys by limiting the research to the last five years of published literature.

Nomenclature:
U	Velocity magnitude
P	Power	
p	Welding power (AW and BW)
d	Distance between adjacent scan lines (SLM)	
s	Nominal layer thickness (SLM)	
Τ0	Initial or preheating temperature
R ̅  	Melt pool half-width	
Ar	Melt pool aspect ratio
Ũ	Dimensionless velocity	
P ̃	Dimensionless power

Welding joint types are identified by the initials B, L, and T, standing for Butt, Lap, and T- joints, respectively.

[1] M. Moda, A. Chiocca, G. Macoretta, B.D. Monelli, L. Bertini, Technological implications of the Rosenthal solution for a moving point heat source in steady state on a semi-infinite solid, Mater. Des. (2022). https://doi.org/10.1016/j.matdes.2022.110991
DOI: 10.17632/n6z95235zx
title: Kassab et al 2019 Supplementary Table 3S

description: GC-MS raw data from control, untreated-diabetic and pyridoxamine-diabetic rats.
DOI: 10.6084/m9.figshare.19152740.v1
title: Dataset 12_1.csv

description: Spectral dependency of the reflectance coefficient for the sample #6 (Ru/Y) measured at the incidence angle 2° at the synchrotron BESSY II
DOI: 10.6084/m9.figshare.19698286.v1
title: Multiplexed Immune Profiling of the Ductal Carcinoma In Situ Immune Microenvironment

description: Dataset supporting our paper "Comprehensive multiplexed immune proﬁling of the ductal carcinoma in situ immune microenvironment regarding subsequent ipsilateral invasive breast cancer risk" published in the British Journal of Cancer (2022). <br> Patients were derived from a Dutch population-based cohort of 10,090 women with pure DCIS with a median follow-up time of 12 years. Density, composition and proximity to the closest DCIS cell of CD20+ B-cells, CD3+CD8+ T-cells, CD3+CD8- T- cells, CD3+FOXP3+ regulatory T-cells, CD68+ cells, and CD8+Ki67+ T-cells was assessed with multiplex immunofluorescence (mIF) with digital whole slide analysis and compared between primary DCIS lesions of 77 women with subsequent iIBC (cases) and 64 without (controls).
DOI: 10.17632/m4sv7pg4tj
title: Replication package for "Rise of NBFIs and the Global Structural Change in the Transmission of Market Shocks"

description: The paper proposes a cross-jurisdictional measure ("the interlinkage effect") of fire sale spillovers using a standard fire sale model calibrated using connectedness measures obtained from a time series network estimation. The paper find that this interlinkage effect has increased substantially at the global level since the global financial crisis, suggesting a global structural change in the transmission of market shocks.
DOI: 10.6084/m9.figshare.25974742.v1
title: SpinalCordInjury_PBM-main

description: Spinal cord injury (SCI) affects more than a million people every year and causes lifelong disability and at present there is nothing available to treat the underlying condition. Hence, there are no reparative therapies currently available. We have recently shown that photobiomodulation (PBM) using low level red or near-infrared light therapy is neuroprotective and axon regenerative and thus improves sensory and locomotor function in preclincal models of SCI. In this project, we used our well-established dorsal column lesion model of SCI and treated the lesion site with PBM subcutaneously for 3 days. We then harvested the lesion site, extracted the RNA and subjected the total RNA to who genome transcriptome sequencing and subsequent pathway analysis.We trimmed the raw read counts using iDEP96, pre-processed to limit genes to 0.5 counts per million and compared PMB treated (T) versus control (C). Counts were transformed for clustering and PCA analysis and identified differentially expressed genes using DESeq2. Volcano plots, k-means and heatmaps were all performed. Pathway analysis was performed using GAGE and the top 20 pathways for gene ontology and KEGG terms were identified. For exploratory networks, GO terms and KEGG pathways were retireved from STRING database.
DOI: 10.6084/m9.figshare.25561914.v1
title: seasonal sea surface height of omparative experiments.

description: Using the high-precision MIKE three-dimensional hydrodynamic numerical model, this study conducted comparative experiments to investigate the impacts of atmospheric pressure, wind direction,specific volume, and evaporation precipitation and runoff on the seasonal variations of the sea surface height (SSH) in the Bohai Sea.
DOI: 10.6084/m9.figshare.28713278.v1
title: Data_Covid.csv

description: This is the raw data of the survey (original in Bahasa Indonesia)
DOI: 10.17632/npr2f6k8b3
title: Indigenous Forest Management Practices Research Data

description: The data set relates to the study on the "Socioeconomic Factors Affecting Households’ Use of Indigenous Forest Management Practices in Managing Plant Non-Wood Forest Products: Evidence from Forest Communities in Nigeria Derived Savannah". The data was collected from 188 households in 10 forest communities that are among the 20 communities selected by the Enugu State government for pilot implementation of institutionalized community forest management policy. Besides the data file, I also attached a file describing the variables and questions that were asked . The file contains the details of the variables and can enable anyone to understand the data.
DOI: 10.6084/m9.figshare.11858379.v1
title: Experimental, computational and robotic data from: "Computational and robotic modeling reveal parsimonious combinations of interactions between individuals in schooling fish"

description: Experimental, computational and robotic data from: "<b>Computational and robotic modeling reveal parsimonious combinations of interactions between individuals in schooling fish</b>"with authors: Liu Lei, Ramón Escobedo, Clément Sire and Guy Theraulaz.<br>There are three zip files:1. <b>Fish.zip</b> contains a single file with the data of experiments with 5 fish (<i>H. rhodostomus</i>) in a tank of 25 cm of radius.2. <b>Agents.zip</b> contains 11 files with the data of 5 agents in an arena of radius 25 cm, for the respective interaction strategies described in the article.3. <b>Robots.zip</b> contains 10 files with the data of 5 robots (cuboids) in an arena of radius 42 cm, for the respective interaction strategies described in the article except one.<br>All dataset have the same structure of 5 columns containing the following information, in columns:<br>#1: Experiment_ID#2: fish/agent/robot identity<br>#3: time of kick of individual nº1<br>#4: x-coordinate of the individual with ID shown in column #2<br>#5: y-coordinate of the individual with ID shown in column #2<br>Time is in seconds, distances are in meters.<br>Data correspond to <i>segmented</i> trajectories, where instants of time denote the kicking time of individual #1. Data of individuals from #2 to #5 correspond to the position of the individual at the kicking instant of individual #1.<br>The 11 conditions are specified in the name of each file:<b>Strategy 0:</b> no interaction between individuals (k = 0)<br><b>Strategy 1:</b> "NEAREST": interaction with the k = 1, 2, 3 nearest neighbors<br><b>Strategy 2:</b> "RANDOM": interaction with k = 1, 2, 3 neighbors selected randomly<br><b>Strategy 3:</b> "MOST INFLUENTIAL": interaction with the k = 1, 2, 3 most influential neighbors<b>Strategy 4:</b> interaction with all the neighbors (k=4)<br>For example, for the agents simulated with the model derived in [1], the 11 files are:<br>----------------------------------------<br>0.agent-no-interaction-k0.dat<br>1.agent-nearest-k1.dat<br>1.agent-nearest-k2.dat<br>1.agent-nearest-k3.dat<br>2.agent-random-k1.dat<br>2.agent-random-k2.dat<br>2.agent-random-k3.dat<br>3.agent-mostinfluential-k1.dat<br>3.agent-mostinfluential-k2.dat<br>3.agent-mostinfluential-k3.dat<br>4.agent-all-neighbors-k4.dat<br>----------------------------------------<br>[1] D.S. Calovi, A. Litchinko, V. Lecheval, U. Lopez, A. Pérez Escudero, H. Chaté, C. Sire, G. Theraulaz (2018) Disentangling and modeling interactions in fish with burst-and-coast swimming reveal distinct alignment and attraction behaviors. PLoS Comput. Biol. 14(1):e1005933.<br>
DOI: 10.17632/6bms9dv3fr
title: The formation of microstructure at the surface

description: The microstructure found in the surface and the center area is different. Figure 5 shows that the microstructure formation on specimen S4 is average and consists of a fully ferritic-matrix microstructure. Therefore, with the rapid cooling process, eutectic carbide formation and a microstructure containing cementite, ferrite, and pearlite are very uniform and compact on the surface area. As explained by Riposan L. et al. that the graphite carbide structure is formed at the end of the solidification step in the ductile iron casting process [34,35]. The microstructure results for Sample S1 are shown in Figure 6, using a preheating temperature of 500OC, with very uniform Ferro carbide in the edge area. Also, the phase structure is randomly formed around the graphite nodule, which is visible because the main material used for all cast specimens is ductile iron. Therefore, chill uses SS 304 material dominated by the composition elements of 19.34%Cr and 4.9%Ni (Table 1). The coating area is found to be a primary eutectic carbide or Cr-carbide structure and is defined as (FeCr)3C, where more details are explained in the SEM-EDX analysis results. According to Vander Voort and Baldwin, chromium carbide is formed with the cooling rate of solidification and the 5%Cr composition. This carbide structure characteristic is very good for high wear-resistant [36]. Figures 7 describe the sample S2 and the parameters using a preheating temperature of 700OC. The type of microstructure formed in the edge area is similar to the S1 sample, which is dominated by Ferro carbide. The phase structure found near the coating area, and the perlite phase around the graphite nodule was acicular ferrite. A ledeburite phase forms in areas far from the diffusion region, while a structure eutectic carbide, also known as a white cast iron layer, is formed in the coating area. The eutectic carbide structure is called (FeCr)7C3, and this structure is formed due to the diffusion of the Cr and Ni structures contained in the chill material at a preheating temperature of 700OC. The microstructure formation on the surface of the S3 specimen using the preheating temperature of 900OC as shown in Figure 8, that the average microstructure consists of ferrous carbide and acicular ferrite near the diffusion zone with the small number of martensite phases. Meanwhile, Figure 8c shows that the diffusion layer formed on the surface has been shifting inward, this layer is the ledeburite phase or the so-called white cast iron layer which is dominant in the surface layer. These results as discussed by J. A. Pero-Sanz Elorz et al. [37].
DOI: 10.17632/8t7hxxnc53
title: Raw data for manuscript "Influence of S100A9 on Prion Protein Amyloid Aggregation"

description: Raw kinetic, FTIR, stability, melt assay and AFM data for manuscript "Influence of S100A9 on Prion Protein Amyloid Aggregation"
DOI: 10.17632/yjdsjvctcb
title: XAS spectra of Cr K-edge and code for analysis

description: Database of Cr K-edge X-ray absorbtion spectra with Jupyter notebook for linear combination fit (LCF ) analysis based on PyFitIt library (https://github.com/gudasergey/pyFitIt). The notebook shows the case of LCF analysis for X-ray absorbtion spectra of Phillips Catalysts.
DOI: 10.17632/xb2w7xvs2b
title: Dual spatially resolved transcriptomics for human host-pathogen colocalization studies in FFPE tissue sections

description: Gene count matrices and corresponding tissue stained images from ST experiment, and images from the computational validation of RNAscope and ISS data in the paper titled "Dual spatially resolved transcriptomics for human host-pathogen colocalization studies in FFPE tissue sections".
DOI: 10.17632/5gmz4fkp6c
title: Nigeria Police (IPOs) Sociodemographic and Adaptability Traits Data

description: The data describe the sociodemographic profiles (gender, age, marital status, highest educational qualification, rank, years spent in service) frequency of forensic training and adaptability traits (Extraversion, Agreeableness, Methodicalness and Independence) of the Investigating Police Officers serving at the Criminal Investigation and Intelligence Departments in Zone 1 of the Nigeria Police. A survey was used to collect information related to the aforementioned variables from 401 respondents via a self-administered questionnaire. The null hypothesis was as follows: there was no association between frequency of forensic training and adaptability trait(s). The hypothesis was accepted. Thus, adaptability traits, which have the potential of influencing an individual's perception toward new knowledge or innovation, and perhaps its acceptance and utilization, were not likely considered in deciding who went for forensic training in the Nigerian Police agency. The implication is that the Nigeria Police agency was likely not making the best selection of officers who were sent for forensic science training.
DOI: 10.17632/wyg77x6n66
title: Study on Multi-water Sources Allocation Based on Multi-scenario potential tapping under Extreme Drought: An Example from the Yellow River Water Supply Area in Henan

description: The water supply of water resources allocation under extreme drought is insufficient, and the limited available water resources make it urgent to tap the potential of water supply. In this paper, the Yellow River water supply area in Henan Province is taken as an example to study the multi-water source allocation under extreme drought. According to the Palmer Drought Severity Index (PDSI), the extreme drought years are selected, and the water supply and demand balance in the extreme drought years is analyzed, and the water shortage degree of each water supply area is obtained. In this paper, unconventional water, flood resource utilization and elastic exploitation of groundwater are used as potential water sources. Different water supply scenarios are set up according to different potential tapping measures, and multi-scenario supply increase under extreme drought is explored. A multi-water source allocation model with the goal of minimizing water shortage is constructed, and a multi-scenario supply increase allocation scheme is proposed, which provides a basis for the study of water supply increase allocation to alleviate the drought degree of the the Yellow River Water Supply Area in Henan. Through the Multi-scenario potential tapping of multiple water sources, the existing potential water volume can be maximized, which is conducive to reducing the water supply pressure and water use restrictions of conventional water sources, improving the support capacity and guarantee capacity of water resources, and reducing the economic and social development bottlenecks caused by extreme drought.
DOI: 10.26188/5e919e62e0dac
title: Two-point high Reynolds number zero-pressure gradient turbulent boundary layer dataset

description: Two-point hot-wire data in a high Reynolds number zero-pressure gradient turbulent boundary layer at Reτ ≈ 15,000
DOI: 10.6084/m9.figshare.20761462.v1
title: GCN-Code&StreetGraphFor298Cities

description: The package includes (1) Python scripts for the proposed GCN framework on street network analysis with a case study of urban polycentricity measurement, (2) Shapefile of top 128 streets for each city and txt file of corresponding dual graph as inputs of the GCN, (3) Excel file with urban statistics across 298 cities regarding GDP and street complexity.
DOI: 10.17632/5r969ptfmb
title: Characteristics of the cases of acrodermatitis Enteropathica accompanied by metabolic diseases

description: The detailed information of the literature we reviewed in this study-Acrodermatitis Enteropathica in pediatrics: Zinc is not the whole.There were 80 cases and 52 references, all of which were case reports or case series of AE with metabolic disease.
DOI: 10.17632/8j7d5swmjw
title: necroptosis

description: mesure table
DOI: 10.6084/m9.figshare.25133906.v1
title: Supplementary Material for: Left Atrial Appendage Occlusion Versus Direct Oral Anticoagulants in the Prevention of Ischaemic Stroke in Patients with Atrial Fibrillation

description: Introduction Existing randomised controlled trials assessing the safety and efficacy of left atrial appendage occlusion (LAAO) in atrial fibrillation (AF) were of relatively small sample size, or included patients who could receive oral anticoagulant treatment after device implantation. We compared the outcomes of patients with newly diagnosed AF who received percutaneous LAAO or direct oral anticoagulants (DOAC) treatment, in a large population from a global federated health network (TriNetX).

Methods Patients with AF treated with percutaneous LAAO were matched with those treated with DOAC between 1st December 2010 and 1st October 2018. Outcomes were all-cause mortality, ischaemic stroke and intracranial haemorrhage (ICH) at 5 years. 

Results We included 200 patients with AF, who received either LAAO or DOAC. The risk of all-cause mortality, ischaemic stroke and ICH at 5 years was not significantly different between the two groups (Risk Ratio [RR] for all-cause mortality: 1.52, 95% confidence interval (CI): 0.97- 2.38, RR for ischaemic stroke: 1.09, 95% CI: 0.51- 2.36, and RR for ICH: 1.0, 95% CI: 0.44- 2.30). 

Conclusion 
Patients newly diagnosed with AF, eligible for DOAC, showed similar 5-year risk of death, ischemic stroke, and ICH when comparing those who underwent percutaneous LAAO to those receiving DOAC. Future randomised controlled trials are needed to confirm the findings and advise changes in guidelines.
DOI: 10.17632/h2wf4wy9m4
title: Data for: The impact of Volcanic activity on the deposition of organic-rich shales: Evidences from carbon isotopic and geochemical compositions

description: Carbon isotopic and geochemical characteristics of the sediments in Late Ordovician and Early Silurian
DOI: 10.17632/wnwk7wxbw4
title: Effectiveness of South Asian Food Pattern in Calorie Restriction Diet among Young Adults with Overweight and Obesity in Dhaka City

description: The prevalence of overweight and obesity among young adults is emerging in Dhaka city, therefore, diet-based strategy for the reduction of the excess weight is observed as an effective way to improve health and well-being.
An exploratory study aims to investigate the effects of calorie-restriction diet in weight reduction by implying the local South Asian dietary pattern.
120 young adults aged 18-35 year with overweight and obesity from Dhaka city were randomized where 60 participants were in a case group following a calorie-restriction diet with South Asian food pattern, and the rest in a control group followed an ad libitum diet for 8 weeks. Participants underwent weight measurement at two weeks' intervals to determine the change in body weight with continuous weight loss motivation and rearranged meal plans to avoid repetition. 
Mean 2.47 kg (95% CI: 1.94, 3.01; p< .001) weight reduction in case (n= 58; 2 dropouts) group and mean 0.313 kg (95% CI: -0.36,0.053; p< 0.142) weight gain in control [n=60] group was observed. The Body Mass Index dropped from mean 26.68 kg/m2 (95% CI: 26.02,27.34; p< .001) to 25.65 kg/m2 (95% CI: 24.99,26.32; p< .001) in the case group. 
The results of this study of weight reduction intervention provide primary evidence of successful weight loss by following local food patterns. It is an attempt to evaluate the feasibility of South Asian diet in established dietary regime. Further studies on different biochemical parameters and long-term trials in the South Asian region is recommended.
DOI: 10.6084/m9.figshare.11764491.v2
title: Chang & Gauthier 2020 data

description: These are the data for the two experiments as reported in a manuscript by Chang & Gauthier submitted in January 2020
DOI: 10.17632/k7r3hvc6rp
title: Investigation of the Effect of Sustainability Themed Playgrounds in School Gardens on Children's Environmental Awareness

description: Investigation of the Effect of Sustainability Themed Playgrounds in School Gardens on Children's Environmental Awareness
DOI: 10.17632/mp7gg98y47
title: The dataset of green innovation peer effect of Chinese manufacturing industry

description:  This paper explores the effect of peer firms on green innovation activities of the Chinese A-share listed firms in the manufacturing industry from 2011 to 2020 and investigates influencing factors of peer effect. The main findings are as follows. First, there is a peer effect in making green innovation decisions. Second, industry competition has a positive moderating effect on the peer effect of green innovation. Third, digital financial inclusion and government intervention both promote the peer effect of green innovation. The peer effect is more significant when the region with a high degree of digital financial inclusion. But the peer effect has no significant difference between regions with different degrees of government intervention. The dataset is about peer effect of green innovation of Chinese manufacturing firms. This data describes the raw and processed information between 2011 and 2020 in Chinese manufacturing industry. A valid sample of 782 firms was collected, covering twenty-one manufacturing industries. The data involves the green innovation patents, competition pressure, and other indicators of the sampling firms, and digital financial inclusion, government intervention indicators of the regions where the firm is located. In this data article, we also briefly present the subject area, background of data source, scale of data, value of data, and main methods used to analyze the data.