cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2nk84c46pj
title: Unmitigated Disasters JIE 2024

description: This is the Replication Package for “Unmitigated Disasters? Risk Sharing and Macroeconomic Recovery in a Large International Panel”, by G von Peter et al (2024), Journal of International Economics. 

The paper examines the patterns of macroeconomic recovery following natural disasters. In a panel with global coverage from 1960 to 2011, the study makes use of insurer-assessed losses to estimate growth responses conditional on risk transfer. The empirical results show that major disasters reduce growth by 1 to 2 percentage points on impact, and over time produce an output cost of 2% to 4% of GDP, on top of the initial damage to property and infrastructure. Akin to wars and financial crises, natural disasters have permanent effects, in the sense that output losses are not fully recovered over time. But it is the uninsured losses that drive the macroeconomic cost; insured losses are less consequential in the aggregate, and can even stimulate growth. By helping to finance the recovery, insurance mitigates the macroeconomic cost of disasters. Many countries lack the capacity to (re)insure themselves and would stand to benefit from international risk sharing.

The Stata code referenced in this replication package produced the original findings of the article cited. They mainly consist of estimated growth responses to scaled disaster impulses in a dynamic panel setting, allowing for four types of natural disasters and distinguishing between insured and uninsured losses. The code enables the exact replication of our results when using the Munich Re NatCat statistics presented in the JIE paper. For reasons of confidentiality, this replication package contains no data from Munich Re. The code can be run using public data, such as the data included in this replication package based on the EM-DAT database (publicly available at https://public.emdat.be). The datasets included in this package are sufficient for running the code, but the quantitative results do not replicate the estimates in the paper and should not be relied upon for other purposes. 

For background and detailed guidance, see the READ_ME file and other materials included in this replication package.
DOI: 10.6084/m9.figshare.23959293.v1
title: Table of raw de-identified data

description: This is the raw data for a randomized placebo controlled cross over clinical trial evaluating if resveratrol supplementation improved brachial artery flow mediated dilation in patients with chronic kidney disease.
DOI: 10.17632/mmhw3vhf6w
title: Heterogeneous Dataset of Arrhythmia

description: This is a heterogeneous dataset of heart disease and it is collected from MIT-BIH Arrhythmia database of PhysioNet (https://physionet.org ). The created heterogeneous dataset contains three different types of data, where the age of the patient is in numeric form, gender in categorical form and ECG in signal format. The collected data contain six different classes, normal sinus rhythm (NSR), pulmonary ventricular contraction (PVC), sinus tachycardia (ST), sinus bradycardia (SB), atrial fibrillation(AF), and atrial flutter(AFL). The dataset contains 271 male (M) and 145 female (F) where they are in the age range from 1 to 89. In the dataset, all the 10-second (3600 samples) fragments of the ECG signals were selected and they are in mat format (Matlab).
DOI: 10.17632/nn5nvzybtt
title: Innovation in the Socratic approach used for Neurological testing

description: This data represents the structure of a mind map on "Six Types of Socratic Questions." It leverages the Mermaid markup language to define the visual layout. The mind map has a central root node labeled "Six Types of Socratic Questions" and branches out to six child nodes, each representing a specific type.

The child nodes are:

Conceptual Clarification Questions
Probing Assumptions
Probing Rationale, Reasons, and Evidence
Questioning Viewpoints and Perspectives
Probing Implications and Consequences
Questioning the Question
Each child node further branches out with specific examples or sub-questions relevant to that particular type of Socratic Question.

The data itself is not the visualized mind map, but rather the code instructions written in Mermaid format that, when processed by a compatible platform, would generate the visual representation.

pen_spark

Sources info
blog.irisconnect.com/uk/how-to-improve-questioning-skills
pinneyinsurance.com/van-muellers-monthly-newsletter-october-2020/
DOI: 10.6084/m9.figshare.28428941.v1
title: Supplementary Material for: The Association Between Green Tea Consumption and Cognitive Function: A Meta-Analysis of Current Evidence

description: Background: Tea is widely consumed around the world, with green tea showing potential protective effects against cognitive decline, as indicated by multiple studies. These effects are thought to stem from its polyphenols and neuroprotective properties. This study aims to systematically review and meta-analyze recent observational research on the link between green tea consumption and the risk of cognitive impairment. Methods: A systematic search was performed in PubMed, Embase, Web of Science, and the Cochrane Library for observational studies published between September 2004 and September 2024. The relationship between green tea consumption and cognitive impairment was summarized using odds ratios with 95% confidence intervals. Additionally, the study conducted subgroup analyses, assessed heterogeneity, evaluated publication bias, and performed sensitivity analyses. Results: Eighteen studies were included, comprising a total of 58,929 participants. The quality of these studies was evaluated using the Newcastle-Ottawa Scale, and overall, the quality was found to be high. The random-effects meta-analysis indicated that green tea consumption was inversely associated with cognitive impairment OR 0.63 (95% CI: 0.54–0.73), with the greatest benefit observed in individuals aged 50–69 years. Subgroup analysis showed protective effects for dementia OR 0.75 (95% CI: 0.60–0.92) and mild cognitive impairment OR 0.64 (95% CI: 0.43–0.96). Additionally, a significant reduction in the risk of cognitive impairment was observed in Asian populations, whereas no such association was found in European populations. Both women OR 0.51 (95% CI: 0.28–0.95) and men OR 0.47 (95% CI: 0.28–0.80) showed significant associations. High consumption groups had reduced cognitive impairment risk OR 0.63 (95% CI: 0.50–0.82). Conclusions: Green tea consumption is associated with a reduced risk of cognitive impairment, suggesting potential cognitive benefits. However, large-scale longitudinal studies are needed to confirm dose-response relationships and long-term effects. Future studies should also investigate the long-term effects of green tea and its role in personalized nutrition based on genetic predispositions.
DOI: 10.6084/m9.figshare.3814548.v1
title: Evolutionary Decision Making Textual Analysis

description: A textual analysis performed for an article to be published in <i>Trends in Ecology and Evolution.</i> The analysis was cut in the drafting process, but the data obtained is archived here.
DOI: 10.6084/m9.figshare.11987991.v2
title: the Atmospheric and Oceanic Boundary Layers During Convection with the Latitudinal Dependence

description: These are the large eddy simulation data which are used for comparing the boundary layers of the atmosphere and the ocean during convection and investigating their latitudinal dependence.The data are obtained by using PALM (https://palm.muk.uni-hannover.de/trac) . The configuration of Langmuir circulation is the same as in Noh et al. (2011). The simulations are conducted with two different latitudes (10N, 40N). The period of integration is twice the inertial time scale of each latitude. Constant wind stress (u*=0~0.02m/s) or geostrophic wind(Ug=0~20m/s) is applied in ocean and atmosphere simulations. The data representing the characteristics of the boundary layers (ex. horizontal velocity, potential temperature, boundary layer depth(height), vertical buoyancy flux, bulk Richarson number, vertical turbulent kinetic energy etc.) are available in netCDF format.Most of the simulations have been carried out on the supercomputer system supported by the National Center for Meteorological Supercomputer of Korea Meteorological Administration (KMA).<br>
DOI: 10.6084/m9.figshare.13363448.v3
title: Supplementary Table S1

description: This supplementart table to the article 'Convergences and divergences in operationalizing the health-related indicators of the 2030 agenda for sustainable development' (Silveira et al.) aims at clarifying the convergences and divergences in the operationalization of the health-related SDG indicators according to five key global institutions: the World Health Organization (WHO), the World Bank (WB), the Pan American Health Organization (PAHO), the Global Board of Disease (GBD), and the Sustainable Development Solutions Network (SDSN). The compiled list of health-related indicators goes beyond those in SDG 3 – “Ensuring a healthy life and promoting well-being at all ages” – and its 13 targets and 27 indicators – to encompass a total of 60 indicators (in 38 targets and 8 goals) that these institutions associate with health. The analysis spans the themes covered and metrics of the indicators presented both in the institutions’ lists and online platforms, confronting their choices with the official SDG indicators and the operationalized indicators in the official dissemination platform (UNDESA). Understanding where the views of these institutions diverge and converge lend important insights for the strategic organization of the international community for the achievement of the 2030 Agenda’s health targets.
DOI: 10.6084/m9.figshare.13907999.v4
title: Car_Divar.zip

description: This database includes several thousand classified photos of various car models in Iran.Data is automatically crawled from the [www.Divar.ir] website.Farshad Nematpour<br><br>اين ديتاست شامل چند هزار عكس طبقه بندي شده ، ازانواع مدل های رایج خودرو در ایران مي باشد.داده ها به صورت خودکار از سایت دیوار Crawl شده اند.فرشاد نعمت پور
DOI: 10.6084/m9.figshare.16529328.v2
title: Supplementary Data and Code accompanying: "Optimization of avian perching manoeuvres"

description: These two zipped folders contain the Supplementary Data and Code for the paper "Optimization of avian perching manoeuvres". The zipped folder glidetransitionmodel.zip contains: (i) a folder of MATLAB workspaces containing the flight trajectories of n=4 Harris' Hawks (<i>Parabuteo unicinctus</i>) flying between perches, acquired using motion capture as described in the paper; (ii) a folder of custom MATLAB functions used to analyse these data, including the flight dynamics modelling described in the paper; (iii) custom MATLAB scripts executing these functions; (iv) a README file giving further details on the content. The zipped folder glidetransitionmodel-html.zip contains executed versions of the same MATLAB scripts, published as standalone html files with figures.
DOI: 10.6084/m9.figshare.23703807.v1
title: Comparison of the AD group (q value of edgeR &lt; 0.01)

description: The list of DE genes sorted by q value of edgeR &lt; 0.01 in comparison of the AD group.
DOI: 10.6084/m9.figshare.26394593.v1
title: README.txt from Species-specific behavioural responses to environmental variation as a potential species coexistence mechanism in ants

description: Description of the variables given in "Raw data.txt":
DOI: 10.17632/5vx9fk85zt
title: 2023_MBL_western_blots_translatome_manuscript_part2

description: The files contained herein are the original, unmodified western blots shown as panels in the main and supplementary figures for the manuscript.
DOI: 10.17632/hwzx6vfjmv
title: SevenOperators, a Mathematica script for harmonic oscillator nuclear matrix elements arising in semileptonic electroweak interactions

description: Abstract Semi-leptonic electroweak interactions in nuclei-such as β decay, μ capture, charged- and neutral-current neutrino reactions, and electron scattering-are described by a set of multipole operators carrying definite parity and angular momentum, obtained by projection from the underlying nuclear charge and three-current operators. If these nuclear operators are approximated by their one-body forms and expanded in the nucleon velocity through order | over(p, →) | / M, where over(p, →) and M are t... Title of program: SevenOperators Catalogue Id: AEAY_v1_0 Nature of problem Algebraic evaluation of harmonic oscillator nuclear matrix elements for the one-body multipole operators governing semi-leptonic weak interactions, such as charged- or neutral-current neutrino scattering off nuclei. Versions of this program held in the CPC repository in Mendeley Data AEAY_v1_0; SevenOperators; 10.1016/j.cpc.2008.02.018 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.13574378.v4
title: Glacier names

description: This dataset contains a list of glacier names in various languages all in lowercase but with retained punctuation. Note that old, alternative, and error-some spellings are intentionally included.<br><br><b>Biases</b><br>The current version of this dataset contains almost only western European languages.<br><b>Creation</b><b><br></b>This dataset was created for the Glaciers in Archives (glaciersinarchives.org) project and the names have mainly been sourced from Wikidata, national authorities, and Europeana but also include names found in other cultural heritage aggregators as well manually added names.<br><b>Exclusion</b><br>Some Glacier names have been explicitly excluded most commonly because they are the same as common words. For example "first" from First Glacier is excluded. The list of explicitly excluded names is available in blocklist.txt.
DOI: 10.6084/m9.figshare.7628564.v3
title: Summary of data used in reviewing the analysis of dLUC emissions for Australia

description: This dataset is used in a review of the tool developed by Blonk Consultants to assess greenhouse gas emissions associated with direct Land Use Change. It contains the raw data, as collected from FAOStats, and the treatment of the data for its used in the review. <br>
DOI: 10.17632/jz96xn86tx
title: Investigating the relationship between rosacea and use of vasodilatory medications in a hospital-wide population - Supplementary Methods

description: The Supplementary Methods expand upon exclusion criteria rationale, the rationale for using thiazide diuretics as the control group, and the method of statistical analysis in this study.
DOI: 10.6084/m9.figshare.20044394.v3
title: Monthly data at 0.1° resolution

description: Monthly data at 0.1 deg resolution
DOI: 10.6084/m9.figshare.28980050.v1
title: Supplementary Material for: Potential key genes for giant cell arteritis revealed based on single-cell sequencing and Mendelian randomization analysis

description: Introduction: Giant cell arteritis (GCA) is an autoimmune disease affecting medium and large arteries. It varies in presentation and often recurs, potentially leading to blindness and aneurysms. The pathogenesis of GCA is not well understood. This study aims to identify key genes linked to GCA and explore potential pathogenic mechanisms.
Methods: This study integrated single-cell RNA sequencing, expression quantitative trait loci, and genome-wide association study data, employing a two-sample Mendelian randomization (MR) method to explore the causal effects of marker genes in CD4+ T cells on the development of GCA. Additionally, colocalization analysis was conducted to determine whether there was a shared causal variant.
Results: Through single-cell RNA sequencing and MR analysis, we identified three key genes, RCAN3, RPS6, and HLA-DQB1, that had a causal relationship with a reduced risk of GCA. Specifically, RCAN3 (OR = 0.49, 95% CI = 0.26-0.93, p = 0.03), RPS6 (OR = 0.21, 95% CI = 0.06-0.73, p = 0.01), and HLA-DQB1 (OR = 0.76, 95% CI = 0.62-0.93, p = 0.01) were inversely associated with the disease. Multiple sensitivity analysis methods showed no heterogeneity and pleiotropy, and ruled out potential reverse causality, demonstrating the robustness of MR analysis results. Colocalization analysis revealed that HLA-DQB1 and GCA were related to SNPs within the same genomic region but involved different causal variants. 
Conclusions: This study identified three potential key genes (RCAN3, RPS6, HLA-DQB1) linked to the causality of GCA, providing new perspectives on the pathogenesis of GCA and new avenues for therapeutic strategies.
DOI: 10.17632/n99dryms76
title: Incoming Load data in Malaysia

description: Title of related paper: SHORT TERM FORECASTING THE ELECTRICAL CONSUMPTION BY USING NEURAL NETWORK: JOINT APPROXIMATE DIAGONAL EIGENVALUE The data is taken from incoming data from utility provider in Malaysia Suggested citation: Please reference the associated publication above when using this datasets/or any papers below: [1] M. Mohd Hussain, Z. H. Zakaria, and S. Serwan, “Voltage estimation using ICA on distribution system,” 2013, doi: 10.1109/PEOCO.2013.6564555. [2] M. M. Hussain, Z. H. Zakaria, and S. Serwan, “FastICA techniques for load profiles estimation,” in ISIEA 2012 - 2012 IEEE Symposium on Industrial Electronics and Applications, 2012, pp. 161–166, doi: 10.1109/ISIEA.2012.6496620. [3] M. M. Hussain et al., “Prediction of time series based on load profile using JADE technique,” 2017 IEEE 8th Control Syst. Grad. Res. Colloquium, ICSGRC 2017 - Proc., no. August, pp. 33–36, 2017, doi: 10.1109/ICSGRC.2017.8070563. [4] M. M. Hussain, “POWER LOSS ESTIMATION DUE TO DIFFERENCE TRANSFORMER TAP OWER LOSS ESTIMATION DUE TO DIFFERENCE TRANSFORMER TAP CHANGER POSITION AT INTERFACE,” J. Fundam. Appl. Sci., vol. 4, no. 1, pp. 685–696, 2017. [5] M. M. Hussain, S. Serwan, and Z. H. Zakaria, “Nodal Load Profiles Estimation for Time Series Load Flow Using Independent Component Analysis,” 2012, pp. 1050–1055. Contact information: Mashitah Mohd Hussain, Universiti Teknologi MARA, Malaysia, mashitah1116@gmail.com or mashitah1116@uitm.edu.mhy
DOI: 10.17632/v9gxkpdp3c
title: HS-GC-IMS data of fermentations of different organisms

description: 
This dataset contains raw headspace GC-IMS data in the .mea file format (Gesellschaft für analytische Sensorsysteme mbH, Dortmund, Germany) of shake flask fermentations of different pure and mixed cultures. The aim was to differentiate the microorganisms and detect mixed cultures compared to pure cultures by non-target profiling of volatile metabolites (mVOC) as a first step towards a new analytical method for early contamination detection.
Microorganisms were obtained from the German Collection of Microorganisms and Cell Cultures GmbH (DSMZ, Braunschweig, Germany, https://www.dsmz.de). Levilactobacillus brevis (DSM 2647), Escherichia coli (DSM 498), Saccharomyces cerevisiae (DSM 70449) and Pseudomonas fluorescens (DSM 6147) were used. The culture media was a modified De Man, Rogosa, and Sharpe (MRS) medium, adapted from https://www.dsmz.de/microorganisms/medium/pdf/DSMZ_Medium11.pdf. The inhibiting compounds ammonium citrate and sodium acetate were omitted.
Fermentations were carried out in 300 mL shake flasks at 30°C and 180 rpm on a shaking incubator for 6 hours. The dataset contains four batches of each organism (GCIMS_pure_cultures folder) and two - four batches of each combination of two organisms (GCIMS_mixed_cultures folder).
2 mL of fermentation broth were sampled every hour for headspace GC-IMS analysis. Measurements were performed using an Agilent 6890 GC (Agilent Technologies Deutschland GmbH, Waldbronn, Germany) equipped with an OEM IMS detector (Gesellschaft für analytische Sensorsysteme mbH, Dortmund, Germany). A non-polar ZB-5 GC column (Phenomenex Inc., Torrance, USA) was used.
DOI: 10.6084/m9.figshare.24793677.v1
title: LM_GWAS_Shrimp

description: We constructed male, female and sex-averaged high-density genetic maps using a 50K single-nucleotide polymorphism (SNP) array followed by a genome-wide association study (GWAS) to identify genomic regions associated to sex in white shrimp.
DOI: 10.6084/m9.figshare.5280874.v1
title: BROT plant functional trait database: Taxa file

description: List of all taxa names, including authority and Family, for all species considered in the Data file.
DOI: 10.15468/dl.ggdbyh
title: Occurrence Download

description: A dataset containing 351 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pascopyrum smithii (Rydb.) Barkworth & D.R.Dewey",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 351 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013043-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.16627398.v1
title: Supplementary information on Ninteract windows from Mitonuclear interactions and introgression genomics of macaque monkeys (<i>Macaca</i>) highlight the influence of behaviour on genome evolution

description: Additional information on Ninteract genes including gene acronym, genomic location, and polymorphism statistics.
DOI: 10.6084/m9.figshare.3561963.v1
title: Appendix C. Notes on autocorrelation estimation.

description: Notes on autocorrelation estimation.
DOI: 10.6084/m9.figshare.24224953.v1
title: Single_Tree_Detection__NEWFOR_Benchmark_Dataset.zip

description: The data used in this research are publicly available from the NEWFOR Single Tree Detection Benchmark Dataset. The data can be downloaded from the NEWFOR website via https://www.newfor.net/download-newfor-single-tree-detection-benchmark-dataset/
DOI: 10.6084/m9.figshare.26073439.v1
title: RCC and RLF Data of Nanostring assay.

description: Dataset of miRNA among Thalassemia.
DOI: 10.6084/m9.figshare.11916609.v1
title: C2_2.fastq.gz

description: Positive dataset containing 1000 simulated circRNAs<br>
DOI: 10.6084/m9.figshare.27229614.v1
title: PATData.xlsx

description: Two sets of data (one coded by participants and one by problems) are included for Experiment 1, and two for Experiment 2. For data coded by participant, each row represents a different participant, and shows that person's counterbalancing condition, and their correct (1) and incorrect (0) responses for each of the 60 problems (20 problems in each of 3 sets). Problems, shown in the top 3 rows, depending on the counterbalancing condition, are shown in their sequential presentation order, one problem per column. Also shown are that participant's subjective reports (NONE, SOME, or MOST) for the 3 sets. Problem Data for Experiment 1 shows each problem in a single row with its mean solution rate at 7-sec, 15-sec, and 30-sec times, and a mean solution rate across all 3 times. Experiment 2 Participant Data shows each participant as a single row, with Solution Rate and Aha rates for all problems, for CRA problems, for PAT problems, and the mean numbers of problems that were both solved and reported as Aha for CRA problems and for PAT problems. Experiment 2 Problem Data show each problem as a row, and columns include each problems average solution rate, average aha rate, mean proportion of solutions reported as aha, as well as the average forward association strength form test words to solution words, and average backwards association strength from solution words to test words (From the South Florida association norms).