cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.4121/21814773.v1
title: Spectral radiance measurements during a Nodularia spumigena bloom event on Lake Bante in Wilhelmshaven, Germany

description: Hyperspectral radiance observations were made from a small electric motor powered boat on Lake Bante in Wilhelmshaven, Germany during a Nodularia spumigena bloom event. The observations were completed on 25 August 2022 using a Spectral Evolution (SEV) SR-3501 spectroradiometer covering the wavelength range 280 nm to 2500 nm. SEV was operated in calibrated radiance mode with an 8° field-of-view lens fitted. Each measurement was generated as the mean of 20 scans. At each station, a series of 3 calibrated radiance measurements were done over the unique optical active targets (i) a 20 × 20 cm SphereOptics Zenith Polymer® SG3120 ≈ 99 % full material PTFE diffuse standard panel = Ed, (ii) lake water surface = Lsfc and then (iii) sky = Lsky at a ~45° viewing angle from nadir. The series of observations at each station was repeated at most 6 times. The measurements were completed at an azimuthal angle from sensor heading to the sun within the range 90 - 135° to avoid surface reflectanced (Garaba and Zielinski, 2013). Quality control step managed to obtain a set of at least 3-6 pseudo replicate measurements for the sampled stations as some measurements were affected by drift and rotation of the boat that resulted in non-optimal viewing geometry or presence of surface reflected glint.
DOI: 10.6084/m9.figshare.21494685.v3
title: Impedance.mat

description: Impedance Data File
DOI: 10.6084/m9.figshare.28869710.v1
title: QPE-Based Anti-Time Phase Simulation (.qasm)

description: This OpenQASM 2.0 code implements a quantum phase estimation (QPE) circuit designed to extract the phase characteristics of an anti-time particle modeled as a single-qubit eigenstate. The circuit uses controlled-U gates with varying phase shifts and an inverse QFT to encode phase information into measurement probabilities.
DOI: 10.17632/kr323kzzc6
title: Supplemental Online Content - Exploring the Association Between Isotretinoin and Sexual Dysfunction: A Comprehensive Scoping Review

description: These are supplementary files for the above manuscript. The excel spreadsheet contains the characteristics of all the studies (included, excluded, human and animal), the search strategy details how the search was performed and the flow chart gives a detailed overview of the selection process for the studies.
DOI: 10.17632/vswpnmrgw2
title: Fundamental of Blockchain Technology | Powerpoint Slide

description: This dataset contains a PowerPoint presentation on the fundamentals of blockchain technology. It provides an introductory overview of blockchain principles, decentralization, smart contracts, consensus mechanisms, and more.
DOI: 10.6084/m9.figshare.1363564.v1
title: Using the Internet for Archaeology

description: CSV file of data on how, why and where people use the Internet for archaeological information and communication
DOI: 10.17632/kzkjkt7mx2
title: Sport DB 2.0

description: Sport DB 2.0 is a collection of 168 cardiorespiratory datasets, acquired through wearable sensors and portable devices from 130 subjects while practicing 11 different sports during training and competition. Each dataset consists of demographic data (sex, age, weight, height, smoking habit, alcohol consumption, caffeine consumption, weekly training rate, presence of diseases and dietary supplement consumption), cardiorespiratory signals (electrocardiogram, heart-rate series, RR-interval series, and/or breathing-rate series), and training note data (sport-dependent training protocol). Cardiorespiratory signals were acquired through the BioHarness 3.0 by Zephyr, the KardiaMobile by AliveCor, the Kardia 6L by AliveCor, the Polar M400 by Polar, and heart-rate sensor H7 by Polar, on the playing field or gym following a specific acquisition protocol for each sport. Sport DB 2.0 may be useful to support research activity finalized to investigate the cardiorespiratory pathophysiological mechanisms triggered by sport, to develop automatic algorithms for monitoring athletes’ health while practicing sports, to validate the reliability of wearable sensors and portable devices in sport, and to develop data analytics techniques and artificial intelligence applications to support sport sciences.
DOI: 10.17632/p9f9rrkybv
title: Role of Global Value Chains in Embodied Domestic CO2 Emissions of China's Manufacturing Exports: Normal and Processing Trade Heterogeneity

description: 1. Original data：The 2021 version of the OECD Inter-Country Input-Output (OECD-ICIO) tables are used in this work (http://oe.cd/icio). CO2 emissions data are obtained from the China Emissions Accounting Databases (https://www.ceads.net.cn/).
2. Calculation process includes: embodied CO2 emissions from exports; structural decomposition analysis model; structural path analysis model
3. Data include: Raw data; Code; Result
4. Software: MATLAB
DOI: 10.48420/29126585.v1
title: Widening Participation from the Ground Up: Early Intervention in Primary Education to Improve Healthcare Opportunities

description: Access to medical careers has historically been limited for individuals from disadvantaged backgrounds. While widening participation (WP) efforts have primarily focused on secondary education, early career aspirations often develop between the ages of 9 and 11, making primary school interventions crucial. However, the impact of early healthcare exposure on children from WP backgrounds remains underexplored. To address this gap, we implemented a healthcare career intervention for Key Stage 2 (KS2) children from deprived communities, identified using the Index of Multiple Deprivation (IMD) and POLAR4. The intervention consisted of three interactive sessions covering heart anatomy and function, CPR training, and healthcare role-play scenarios. Pre- and post-intervention questionnaires were used to assess changes in knowledge, skills, and career aspirations. Ethnicity was classified using standardised demographic categories. Our findings demonstrated significant improvements in children's knowledge of heart function (p&lt;0.001), CPR (p&lt;0.001), and healthcare roles (p&lt;0.001), as assessed by Likert-scale questionnaires. Career aspirations also increased, with the percentage of children considering a healthcare career rising from 37% pre-intervention to 49% post-intervention (p&lt;0.05). Learning CPR and other healthcare skills at an early age is valuable for all children but may be particularly impactful for those in disadvantaged communities, who often face greater health inequalities. The workshops also provided medical students with practical experience in engaging with children, highlighting potential benefits for broader healthcare student involvement. Despite aligning with the curriculum, school engagement proved challenging, underscoring the need for government-backed initiatives to integrate healthcare workshops into primary education. Introducing structured healthcare education at an early stage may help address inequalities in career access while equipping children with essential life-saving skills.
DOI: 10.6084/m9.figshare.25139474.v1
title: 3.annotation.zip

description: Genome annotation for <i>N.</i><i>tomentosiformis</i>
DOI: 10.6084/m9.figshare.28284377.v11
title: Data files: Reference genome of European whitefish (<i>Coregonus lavaretus L.</i>) from Finland

description: <b>Datafile 2: Summary of the European whitefish assemblies.</b> The main assembly includes both PacBio and OmniC sequence data, while the alternative assembly was based on PacBio sequence data only. The main assembly is publicly available at the ENA under the accession PRJEB69218. The alternative assembly is available upon request from Antti Kause.<b>Datafile 3: Smudgeplot of European whitefish</b>. The k-mer based smudgeplot analysis was performed using PacBio Hi-Fi reads to assess the heterozygosity and ploidy of the European whitefish genome. The analysis indicated that 35% of the genome is fully diverged diploid, indicated by the “AB” pattern. Conversely, 63% of the genome is either tetraploid or highly similar diploid paralogs as evidenced by “AABB” pattern, suggesting that the diploid resolution in these regions is not complete. In the smudgeplot, the x-axis represents the coverage ratio, while the y-axis indicates the total coverage. “A” and “B” represent different alleles; 2n=diploid, and the non-diploid parts indicated by 3n=triploid, 4n=tetraploid, etc.
DOI: 10.6084/m9.figshare.28868951.v2
title: The gut microbiome of white-headed langurs under different community environments

description: The gut microbiome of white-headed langurs (<i>Trachypithecus leucocephalus</i>) under different community environments.
DOI: 10.17632/6y7bjwtv6h
title: Clinical Manifestations and Treatment Outcomes of Pyoderma Gangrenosum on Rituximab Therapy: A Systematic Review - Supplemental Material

description: Supplemental material for 'Clinical Manifestations and Treatment Outcomes of Pyoderma Gangrenosum on Rituximab Therapy: A Systematic Review'. Each file corresponds to a supplementary table referenced within the article text.

Supplementary 1. Probability assessment of rituximab-induced PG based on the Adverse Drug Reaction Probability Scale by Naranjo et al.

Supplementary 2. List of included articles and contributory number of cases.
DOI: 10.17632/fswb4z7y76
title: Joint ensemble learning-based risk prediction of Alzheimer's disease among mild cognitive impairment patients

description: This study used the UDS version 3.0 from the National Alzheimer’s Coordinating Center (NACC) (https://www.naccdata.org),This study used data from 27,418 patients from the UDS 3.0. We developed a risk prediction model for AD among MCI patients using NACC data. Data from MCI patients were obtained from the NACC. Importance ranking and the SHapley Additive exPlanations (SHAP) method for the Random Survival Forest (RSF) and Extreme Gradient Boosting (XGBoost) algorithms in ensemble learning were adopted to select the predictors, and hierarchical clustering analysis was used to mitigate multicollinearity. A total of 3674 subjects with MCI were included. Thirteen predictors were ultimately identified.This model can be easily understood by nonstatisticians. Furthermore, it can be used in primary medical institutions to screen high-risk populations for further examination and treatment, to reduce the incidence of AD, and to prolong the life of AD patients.
DOI: 10.17632/gfspgw6633
title: Data for: Process for selective extraction of pigments and functional proteins from Chlorella vulgaris

description: Raw data of results discussed in the submitted manuscript
DOI: 10.17632/kysnxmy7xw
title: S-S Curve for TPU Experiment

description: S-S Curve of Experimentally Stretched and Simulated TPU
DOI: 10.17632/ywxg5hhyn5
title: Tree-ring insights into past and future streamflow variations in Beijing, northern China

description: As the largest city in northern China and the capital of China, the rapid increases in Beijing's water consumption in recent years have made water resources provision an increasing problem. To rationally allocate water resources, it is important to obtain long-term runoff information in Beijing. In this study we develop a 236-year chronology of tree-ring widths based on cores from Pinus tabuliformis from four sampling sites. The resulting regression model reconstructs December-July runoff of the Yongding River in Beijing, with 49.5% of the variance explained, back to 1786 CE. Among the last 236 years, 1868, 1956, 1991, 1998, 2018, and 2021 were extremely high runoff years; and 1900, 1906, 1999, and 2000 were extremely low runoff years. Comparison of the runoff reconstruction results with climate grid data demonstrated a large magnitude of climate change in North China during the study period. Linkage analysis between the reconstructed runoff and large-scale water vapor indicated that the high runoff years occurred during negative phases of the Pacific Decadal Oscillation, which may be influenced by the East Asian Summer Monsoon. Projections indicate that the flow of the Yongding River will increase in the future. Supported by policies such as the Ecological Water Supply and South-to-North Water Diversion, regional vegetation productivity and Yongding River runoff have increased substantially since 2000. Vegetation growth interacts with runoff volume. It is unclear how long these increases will continue.
DOI: 10.6084/m9.figshare.16810501.v1
title: Supplementary Material for: Circ_ROBO2/miR-149 Axis Promotes the Proliferation and Migration of Human Aortic Smooth Muscle Cells by Activating NF-κB Signaling

description: Atherosclerosis is the leading global cause of mortality. The occurrence of coronary artery disease (CAD) is regulated by a diversity of pathways, including circRNAs. However, the potential mechanisms of circRNAs in CAD remain unclear. Here, qRT-PCR was used to examine the expressions of miR-149 and circ_ROBO2. Their influences on cell proliferation, migration, and apoptosis were measured by CCK-8, trans­well, and flow cytometry assays, respectively. The protein levels of p-IκBα and NF-κB p65 were examined using western blot. The molecular interactions were validated using dual luciferase reporter and RNA pull-down assays. The expression patterns of circ_ROBO2 and miR-149 in CAD patients and PDGF-BB-treated human aortic smooth muscle cells (HASMCs) were upregulated and downregulated, respectively. Knockdown of circ_ROBO2 could markedly inhibit the capabilities of proliferation and migration, enhance the apoptotic rate, and suppress NF-κB signaling in PDGF-BB-treated HASMCs. Mechanistically, circ_ROBO2 acted as a sponge of miR-149 to activate TRAF6/NF-κB signaling. Rescue studies demonstrated that neither silencing miR-149 nor activation of NF-κB signaling obviously abolished the biological roles of circ_ROBO2 knockdown in PDGF-BB treated-HASMCs. This discovery elucidated a functional mechanism of circ_ROBO2 in CAD, suggesting that circRNAs serve a vital role in the progression of CAD.
DOI: 10.6084/m9.figshare.29094650.v2
title: The Creation of a new model/ identification of contemporary approaches that increase healthcare students who are carers sense of belongingness pre programme, and as they journey towards successful professional registration

description: <b><i>“WISER Together: Advancing Excellence in Education”</i></b>Our Association of National Teaching Fellows (ANTFS) Presentation. Presented at NMITE, Hereford, the annual ANTF Symposium, May 2025.https://ntf-association.com/annual-symposia/antf-symposium-2025/<b>Aim of Project</b>: The aim of this project is to develop a national inter-university student society for students who are also informal carers (often to family members).<b>Brief overview: </b>The objectives of this are to support their transition and journey into university, to enable them to have informal networks with others in similar situations and to raise the profile of specific issues relevant for these students whilst studying healthcare degrees.
DOI: 10.17632/hyn62spny2
title: Third Revision of the Global Surface Seawater Dimethyl Sulfide Climatology (DMS-Rev3)

description: This dataset contains all the input data and the Matlab codes for the Third Revision of the Global Surface Seawater Dimethyl Sulphide Climatology (DMS-Rev3)
Shrivardhan Hulswar, Rafel Simo, Martí Galí, Thomas G. Bell, Arancha Lana, Swaleha Inamdar, Paul R. Halloran, George Manville and Anoop S. Mahajan
*corresponding author: Anoop Sharad Mahajan (anoop@tropmet.res.in)

Details to run the code can be found in the word file: Code details.docx
DOI: 10.17632/s9tkcdbszb
title: Standardizing the injection point distance in palmar hyperhidrosis treatment using 3D printed molds.

description: The use of a 3D printed acrylonitrile butadiene styrene (ABS) mold with a regular conical pattern and a 1 cm distance between each cone spike. A pack of gauzes is soaked in povidone iodine solution that will work as an ink pad. The sharp-pointed aspect of the mold will be pressed on the impregnated gauzes and subsequently stamped onto the affected area to treat (Fig 1). This ensures that the treatment area receives an equally distributed quantity of BTX. Not only does this method provide standardization of the distance between injections, but it also represents an efficient time-sparing technique. Additionally, iodine povidone marks are easier to clean (for example, with saline or chlorhexidine solutions) than those produced with conventional marker pens. Finally, this solution could also be useful in other injected treatments such as corticosteroids in alopecia areata or dutasteride in androgenetic alopecia. A Supplementary Video showing the full procedure is available.
DOI: 10.25403/upresearchdata.23813751.v1
title: Foundation phase teachers on the use of digital play in teaching Mathematics in the early grades

description: The school that was purposefully selected for this study was a technology rich school located in a well established urban neighbourhood. Many of the learners attending this school came from middle income homes. The researcher then proceeded to draw a sample of five grade R– 3 teachers. From this sample, one of the teachers taught a special needs class, while another taught a remedial class. In this way, the study was able to make comparisons and determine how a specific classroom setting contributes to the type and level of engagement by the teachers with digital play.
Data were collected through semi-structured interviews and document analysis of classroom materials and lesson plans. The data analysis considered teacher views on the role of information and communication technology (ICT) in education, digital games and the extent to which digital pedagogies can enhance mathematical skills.The biographical information about the participants, such as their gender, home language, academic and professional qualifications, foundation phase specialisation as well as years of teaching experience were sourced from the participants. All this information was helpful in the analysis of the research participant's personal and professional backgrounds in relation to their knowledge and experience in teaching the foundation phase.
DOI: 10.6084/m9.figshare.19146104.v1
title: DISEASES v2 (human, text mining, full)

description: This file contains the full set of gene–disease associations obtained from automatic text mining in DISEASES v2.
DOI: 10.6084/m9.figshare.24982794.v1
title: Diverging effects of host density and richness across biological scales drive diversity-disease outcomes

description: The data and analyses support results published in Johnson et al. 2024 Nature Communications (Diverging effects of host density and richness across biological scales drive diversity-disease outcomes). The data include estimates of trematode infections from multiple amphibian species, alongside predictors of transmission (e.g., infection pressure, host species richness, host densities, predator densities, amphibian competence). See "README.doc" for a guide to the data files and R scripts. All methods are included in the associated publication.<br><br>All data were collected with the approval of the University of Colorado's Institutional Animal Care and Use Committee (protocol 1002.021302.01) and in accordance with sampling protocols approved by the California Department of Fish and Wildlife (SC-3683 and SC-10560) and the Santa Clara County Parks, East Bay Regional Parks District, East Bay Municipal Utility District, California State Parks and other local landowners
DOI: 10.6084/m9.figshare.28104302.v1
title: Supplementary Data for Genome Wide Cross Analysis Identifies Shared Genetic Loci between Obesity and Orthopedics-related Diseases

description: Leveraging summary-level data from the FinnGen cohort and summary-level data from the genome-wide association studies(GWASs) conducted on European individuals. We illuminated the potential health benefits of reducing the incidence of obesity to mitigate the risk of chronic bone disorders. It also unveils a shared genetic basis between obesity and chronic bone disorders, offering valuable insights into the intricate biological pathways.
DOI: 10.17632/nnkhzgshcb
title: Data for: Truncated phytoglobin displays a catalase-like activity towards cyanamide

description: Editable data for the following manuscript

Title: ”Truncated phytoglobin displays a catalase-like activity towards cyanamide”
Authors: Cezara Zagrean-Tuza (cezara.zagrean@ubbcluj.ro), Augustin C. Mot (augustin.mot@ubbcluj.ro), Grigore Damian, Radu Silaghi-Dumitrescu (radu.silaghi@ubbcluj.ro);
Affiliations: Department of Chemistry and Department of Physics, Babes-Bolyai University, Cluj-Napoca, Cluj, Romania.

1. Excel documents
1a. ABTS_pseudoperoxidase: data for Figure 4 and Figures S4 and S5 from the Supplementary material;
1b. EPR_data: resources of editable EPR spectra for Figure 3 and Figures S1, S8 and S9;
1c. Figure5_all_spectra: editable control UV-vis spectra;
1d: metAt3_CA_px_Figure2: editable UV-vis spectra;
1e: metAt3_CN+px2_FigureS7: editable UV-vis spectra;
1f: metAt3_px_CA_FigureS3: editable UV-vis spectra;

2. Docking files
The docking calculations were performed in Autodock. To visualize the results of the docking calculations, the .dlg file is opened in AutodockTools software. Subsequently, the .pdbqt file of the protein is loaded onto the same software and the determined binding sites, affinities and scoring can be explored.
Alternatively, the At3_NH2CN.pdbqt and Hb_NH2CN.pdbqt files can be loaded onto ChimeraX. Only the binding site described in the manuscript for each protein is available in this format.

3. DFT results
Two types of files are available in the DFT_calculations folder. 
Spartan files (.spartan) for each cyanamide linkage isomer and spin state are available and can be loaded only onto the Spartan software (on virtually any version).
Gaussian files (.log, they appear as ”Text Document”) showing calculations that evaluate the hydrogen bonding of cyanamide (low spin adduct) with the aminoacids in the binding site are available. These can be opened in GaussView to examine the structure itself or directly in any .txt reader.
DOI: 10.17632/sy2jn6gh8b
title: Research Instruments - The Role of Gamification Elements in Digital Banking Adoption

description: The research instrument was developed based on adaptations from previous research and adapted to the context of gamification in digital banking. The questionnaire was conducted using Google Form and distributed to users of digital banking applications in Indonesia with the majority of respondents residing in Jakarta.
DOI: 10.6084/m9.figshare.11866386.v2
title: Thermal diversity of North American ants

description: The data accompanies the manuscript Bujan et al. 2020 accepted in Global Ecology and Biogeography with the same running title.
DOI: 10.6084/m9.figshare.22730954.v1
title: Orthogroups file

description: Orthogroups file