cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/gkcrmpn76v
title: Data for Inverse Design of Hierarchically Wrinkled Microstructures Using Machine Learning

description: This dataset presents the raw and pre-processed data that were used to train the machine learning (ML) models for regression analysis of hierarchical wrinkling. Hierarchical wrinkling is a physical phenomenon wherein complex 3D sinusoidal structures are generated upon compression of a pre-patterned bilayer. It is further described in this article: “S.K. Saha and M.L. Culpepper, Deterministic Switching of Hierarchy during Wrinkling in Quasi‐Planar Bilayers. Advanced Engineering Materials, 2016. 18(6): p. 938-943.” This specific dataset refers to the case wherein a two-period hierarchical wrinkle is formed upon compression of a bilayer which is pre-patterned with a single-period sinusoidal pattern. The outputs collectively represent the shape of the hierarchical wrinkles whereas the inputs represent the parameters that can be varied in the physical bilayer systems.
 
Each datapoint comprises a set of four inputs (i.e., attributes) and six outputs (i.e., targets) corresponding to these inputs. The inputs are: applied compressive strain (ε), amplitude of pre-pattern (Ap), normalized period of pre-pattern (λp/λn), and natural period (λn). The outputs are: amplitude of 1st mode (A1), amplitude of 2nd mode (A2), normalized period of 1st mode (λ1/λn), normalized period of 2nd mode (λ2/λn), phase angle of 1st mode (φ1/π), and phase angle of 2nd mode (φ2/π). The raw data refers to the data generated from finite element simulations of wrinkling as-is without any modifications. The pre-processed data was obtained from the raw data by: (i) converting all values of λ2/λn and φ2 to NaN for those cases where A2 ≤ 10 nm and (ii) rounding off φ2/π to the 2nd decimal place. The ML models were trained on the pre-processed data. The attribute λn was not used for training of the ML models.  	

The shape of the hierarchical wrinkle (i.e., Y vs X profile) is given by: Y=A1  cos⁡(2πX/λ1 + φ1 ) + A2 cos⁡(2πX/λ2 + φ2 )
DOI: 10.17632/jtrfwnkm9n
title: LINF_030008000

description: Hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/ppxtz3wgdv
title: Supplementary data-1 of female eyeblinks in ultrasonic frogs

description: Supplementary data of the manuscript “Female frogs communicate with males through blinking”
DOI: 10.17632/sd4s5j796g
title: School directors

description: Results from a survey on Schools' Directors in Portugal
DOI: 10.17632/22c9rgr55f
title: Effect of Bifidobacterium animalis subsp. lactis SF on enhancing tumor suppression of irinotecan by regulating the intestinal flora

description: All the datas came from the experiment named "Effect of Bifidobacterium animalis subsp. lactis SF on enhancing tumor suppression of irinotecan by regulating the intestinal flora", and also the method are provided in the article.
DOI: 10.17632/288c46mb37
title: Supplementary data-JDS_23549

description: Supplementary table 1: Primers list for the genes
DOI: 10.17632/2bn5yjzm37
title: The impact of government revenue on the determinants of child health and the amplification potential of good governance

description: This study aimed to model the relationship between government revenue per capita, quality of governance and the coverage of the determinants of child health; water, sanitation, healthcare and education. The spreadsheet shows the actual and fitted results from the study.
DOI: 10.17632/2ntjd49s7z
title: "Flow modes provide a quantification of Physarum network peristalsis" Code Supplement

description: Included in this dataset are the scripts used to analyze and produce the data shown in the paper "Flow modes provide a quantification of Physarum network peristalsis."
DOI: 10.17632/2vvgs2rw9c
title: Data set on the accurate continuous observations of atmospheric CO2, CH4 dry mole fractions in the western Taimyr Peninsula (Siberia) for the period 09.2018 - 02.2020

description: Atmospheric observations of sources and sinks of carbon dioxide (CO2) and methane (CH4) in the pan-Arctic domain are highly sporadic, limiting our understanding of carbon turnover in this climatically sensitive environment and a fate of enormous carbon reservoirs buried in permafrost. Particular gaps apply to the arctic latitudes of Siberia, covered by the vast tundra ecosystems underlain by permafrost, where only several atmospheric sites are available. The data set contains the time series of the quality controlled (QC) hourly afternoon (1-4 pm of local time (GMT+7)) averages of atmospheric CO2 and CH4 dry mole fractions measured with a CRDS analyzer Picarro G2301-f at 35 m a.s.l. in the western Taimyr Peninsula (Siberia). Meteorological variables (air temperature, relative humidity, precipitation amount, wind) for the same period of observations permit screening of trace gas data series. The data set covers September 2018 to February 2020 with a nearly 4-month break (November 13, 2018 - February 22, 2019) due to technical failure when both trace gas and meteorological records are missing.
DOI: 10.17632/2zf7rtpps6
title: ADAR1p150 Prevents MDA5 and PKR Activation via Distinct Mechanisms to Avert Fatal Autoinflammation

description: Raw data and images for figures
DOI: 10.17632/32kccp9p86
title: Data on the identification of antifungal bacteria and metabolite effective against Ganoderma boninense

description: Chromatograms data for manuscript " Data on the identification of antifungal bacteria and metabolite effective against Ganoderma boninense"
DOI: 10.17632/3bhwwjk4tv
title: ESG and Mergers

description: Data on ESGF and Mergers
DOI: 10.17632/53fk4cht32
title: Data for: Annual dynamics of antimicrobials and resistance determinants in flocculent and aerobic granular sludge treatment systems.

description: ###Files description READ ME: Contains additional data about flow, population equivalents, calculations and LOQ values for antimicrobials. Pallares_Vega_2020_waterline_genes_ecoli #Includes information about 16S, ARGs, MGEs and E. coli in the waterline #blaCTX-M
DOI: 10.17632/5h322s9xvt
title: E-book Convivendo com a COVID Longa

description: Registro do E-book desenvolvido pelo Projeto de Extensão Re-Educa COVID Longa, da Universidade Federal de Juiz de Fora, Campus Governador Valadares (UFJF-GV) com informações sobre a COVID-19 e suas repercussões para a saúde no médio/ longo prazo, (COVID Longa) e dicas para reabilitação física em pessoas com essa condição clínica.
DOI: 10.17632/7g984jm2zc
title: Data for Namiki et al., A population of descending neurons that regulate the flight motor of Drosophila, Current Biology

description: See the README.docx file copied in each folder.
DOI: 10.17632/9bncfvb54g
title: Zearalenone-Contaminated Cereals in African Communities, Probabilistic Exposures and Adverse-Health Outcomes: A Meta-Analysis

description: Zearalenone, a mycotoxin produced by Fusarium spp., is one of the exposomes that elicits global public health concern. However, its exposure and health risks are least studied among cereal-growing communities in Africa. It has been well documented to possess estrogenic activities among female populations in humans and animals. Uncertainties are associated with using the permissible maximum tolerable daily intake as a health-based guidance value. This poses a challenge to quantifying reliable exposures and risks for age-related consumers globally and typically in Africa, where cereal consumption is predicted to increase in the next decade. This meta-analysis used probabilistic approaches to leverage uncertainties in zearalenone concentrations in various cereals reported in the scarce studies published across the continent. Using EFSA recommended guidelines, exposures to zearalenone and health risks, indexed as hazard quotient, were quantified among age-related consumer populations in Africa. Exposures were simulated at 100,000 iterations, benchmarked against the regulatory PMTDI (0.25 μg/kg) and quantified as hazard quotient (HQ) to describe risk of adverse health outcomes. 
The results presented zearalenone concentrations ranging from 0.90 to 1032 μg/kg and high prevalence in rice and rice-based products (75%). Simulated modal and 95th percentile zearalenone exposures ranged respectively from 5.33×10-3 to 9.70×10-2, and 1.91 to 31.60 μg/kg(bw)-day. Infants recorded the highest modal (9.70×10-2 μg/kg(bw)-day, <0.25 μg/kg EFSA limit), and top 5% (95th percentile) exposures (31.60 μg/kg(bw)-day) which exceeded the regulatory threshold and consequently presented risk (HQ>1). In older age groups, 95th percentile exposures ranked in descending order as:  toddlers (13.11 μg/kg(bw)-day) > other children (6.84 μg/kg(bw)-day) > adolescent (3.65 μg/kg(bw)-day) > young adult (2.57 μg/kg(bw)-day) > adult females (2.33 μg/kg(bw)-day) > elderly group (2.09 μg/kg(bw)-day) > adult males (1.91 μg/kg(bw)-day)
The results show a severe risk (HQ >1) among all consumer groups but especially for infants, which seems consistent with global observations in Europe, South America, and the Far East. Infants were more vulnerable to risks arising from zearalenone contaminations and exposures. They are very likely to be exposed to this mycotoxin that exhibits estrogenic traits throughout their lifetime and thus, concerted mitigation strategies for zearalenone must be encouraged to control risk among this age group. Though caution must be exercised in interpreting the results obtained in this study, the probabilistic approach based on the 95th percentile exposure suggests severe zearalenone burden among all consumers, especially infants and children in Africa.
DOI: 10.17632/9kcpnksx5p
title: Mechanism of inhibition of bacterial RNA helicases by diazo dyes and implications for antimicrobial drug development

description: Supplementary data for "Mechanism of inhibition of bacterial RNA helicases by diazo dyes and implications for antimicrobial drug development"
Table S2: HDX data 
Hausmann et al_SI: all other supplementary figures and information
DOI: 10.17632/bzzthwgpdj
title: Data for: Nutrient limitation of phytoplankton in three tributaries of Chesapeake Bay: Detecting responses following nutrient reductions

description: This data archive contains the monitoring data for nutrient bioassays and water-quality parameters collected at six tidal monitoring locations in three major tributaries to Chesapeake Bay, namely, the Choptank, Patuxent, and Potomac Rivers. These data sets can be found in the first folder “1. Monitoring Data”. 

The second folder “2. Model Code” contains R scripts for developing the classification and regression tree (CART) models to relate the water-quality monitoring data to the nutrient bioassays at each tributary station. These scripts have been applied to all six tidal monitoring stations. For the purpose of demonstration, this data archive shows the workflow and saves R workspaces and output files for one example station, which is ET5.2 (Lower Choptank River near Route 50 Bridge at Cambridge, Maryland).

The data and scripts archived here are also those used in the following publication: Zhang, Q., T. R. Fisher, C. Buchanan, A. B. Gustafson, R. R. Karrh, R. R. Murphy, J. M. Testa, R. Tian and P. J. Tango, 2022. Nutrient limitation of phytoplankton in three tributaries of Chesapeake Bay: Detecting responses following nutrient reductions. Water Research, 119099, DOI: 10.1016/j.watres.2022.119099.
DOI: 10.17632/h2j89r5j5b
title: Typically efficient lipreading without motor simulation

description: Raw results accompanying the article "Typically efficient lipreading without motor simulation "
DOI: 10.17632/h5ww5txhch
title: Universal rainfall loggers gekk0-r

description: Rainfall monitoring stations are a critical component of operational flood early warning systems (EWS) and climate resilience initiatives, especially in mountainous landscapes where rainfall patterns are complex. Furthermore, in data-scarce regions they are necessary to properly define warning thresholds that might otherwise only be based on hazard assessment models. However, use of traditional proprietary-technology rainfall monitoring stations can be challenging due to operational and resource-related limitations. In this paper, we describe gekk0-r, a data logging and communication system designed to support the use of (potentially any) commercially available rain gauges to operate as a quasi-automatic rainfall station as part of a monitoring network. gekk0-r uses open and free technologies to record without any degradation of data quality. It is controlled by a Raspberry Pi microcomputer with a custom-made printed circuit board (PCB) as a hat for easy connection with the selected rain gauge. It can send data to web platforms through the cellular network or any other available internet connection. To demonstrate its performance, we conducted a calibration experiment in a laboratory setting which showed that the combination of the gekk0-r logger with a commercial rain gauge achieved World Meteorological Organization (WMO) standards for rainfall intensity measurements.
DOI: 10.17632/hwx8ptgtvz
title: Moutai Distiller's Grains Polyphenol Extracts and Rutin Alleviate DSS-Induced Colitis in Mice: Modulation of Gut Microbiota and Intestinal Barrier Function Raw data on intestinal flora

description: Distiller's grains, byproducts of the brewing process, represent a valuable resource for extracting natural phenolic compounds due to their significant global production. This study presents the first evidence of the protective effects of Moutai distiller's grain polyphenol extract (MDGP) on dextran sulfate sodium (DSS)-induced colitis in mice. These protective effects manifest predominantly through the amelioration of general colitis indices and histopathological improvements. Utilizing liquid chromatography-high-resolution electrospray ionization mass spectrometry (LC-HR-ESI-MS), the main components of MDGP were identified as rutin, quercetin, naringenin, and dihydroquercetin. Moreover, a novel mechanism was elucidated by which rutin, the primary active component of MDGP, alleviates DSS-induced colitis. Assessment of intestinal barrier function, microbial sequencing, fecal transplantation, and antibiotic depletion experiments revealed that rutin suppresses the abundance of pathogenic bacteria (Helicobacter, Klebsiella, and Veillonella) while promoting the proliferation of beneficial bacteria (Ruminococcus_torques_group, Lachnoclostridium, and norank_f__Muribaculaceae). This modulation culminates in elevated butyric acid concentrations within short-chain fatty acids (SCFAs), amplified integrity of tight (ZO-1, occludin) and adherent (E-cadherin, β-catenin) junctional complexes, fortified intestinal barrier function, and diminished intestinal inflammation.This investigation accentuates the innovative therapeutic potential of MDGP and its main active component, rutin, in assuaging DSS-induced intestinal inflammation and fortifying the intestinal barrier through a mechanism predominantly mediated by the intestinal microbiota. Such insights potentially elevate the prominence of distiller's grains in the realm of functional food development.
DOI: 10.17632/mt8vm22bbj
title: The SARS-CoV-2 Subgenome Landscape and its Novel Regulatory Features. Wang et al. Supplementary Tables

description: Supplementary Tables: Table S1. Statistics of all sequencing data used in this study. Table S2. The list of significant and consistent junction sites in NGS and Nanopore data. Table S3. The list of subgenome clusters and core subgenomes.
DOI: 10.17632/nwc8hcmwv6
title: Data for: Multilayer porous Pd-WO3 composite thin films prepared by sol-gel process for hydrogen sensing
DOI: 10.17632/tt328cbvmw
title: Osmia bee dataset_23

description: This dataset contains the preprocessed data for the optical multi-band polarimetric modulation sensing for the identification of gender and species of native solitary pollinators in flight. The dataset includes the Degree of Linear Polarization (DoLP), the Intensity of the insect body, and the wingbeat power spectra for all six categories at three wavelengths.
DOI: 10.17632/v3hxjwv8xz
title: Testing the Validated and Reliable Lesson Plan Analysis Protocol (LPAP)

description: In 2015, Rwanda embarked on a new curriculum aiming at enriching the learned knowledge with required competencies. In this regard, in planning the lesson, the teacher is required to set a clear instructional objective and integrate cross-cutting issues as well as evaluate acquired competencies. However, since 2015 there was no protocol to assess pedagogical documents such as lesson plans. Therefore, we have developed a lesson plan analysis protocol (LPAP) to cater to this problem. After validating it and check its reliability of use, we have collected a number of lesson plans from various teachers for practice. This data will serve as a guideline for teachers and tools for policymakers, education evaluators, developmental partners, and researchers to use this protocol.
DOI: 10.17632/v4cwym59bx
title: Cognitive Impairment Associated With Functional Gait in Unilateral Vestibular Disorders.

description: Data are effering to a cross-sectional study for the examination of correlations between values of cognitive function, functional gait and perceived dizziness as well as to exploration of variables to that could be used as prognostic factors of functional gait in people with unilateral vestibular deficits.
DOI: 10.17632/vk5xyc57js
title: Supplementary file 3 the subgroup analysis (age and sex) by relative ROR and IC delta.

description: To explore if different gender and age affect the disproportionate signal for TLS with CD20 mAbs, we conducted subgroup analyses. Relative ROR(20) and IC delta(21) were used to measure the signal strength. The 95% confidential interval (CI) lower limit of IC delta (ICΔ025) exceeding zero indicated significantly increased risk, and the 95% CI upper limit (ICΔ975) under zero indicated significantly decreased risk.
DOI: 10.17632/x4r9857s7r
title: δ13C values of organic compounds before and after the addition of the reduction furnace using GC IsoLink

description: δ13C values of n-alkanes ( C21, C25, C27, C29, C31, C33 alkanes), fatty acid methyl ester,  USGS62,USGS61, and 9-Ethylcarbazole before and after the addition of the reduction furnace using GC IsoLink combustion reactor by GC/C/IRMS
DOI: 10.17632/xsxwjfhz8f
title: A Hydride transfer complex reprograms NAD metabolism and bypasses senescence

description: Original Research Data 

The files provide source data for most of the experiments in the article. In case data is missing please contact the first authors or lead author of the article. 
For supplementary figures, a high-resolution pdf is available for download. 
For all figures, statistics are indicated in the excel sheet.
For technical questions please consult Star methods of the paper or contact lead contact Gerardo Ferbeyre. 
For Immunofluorescence, Immunohistochemistry, and SA-B-Gal images, one representative image is shown due to space limitations. Further images are available on reasonable requests. 
Due to space limitation some data can be found in part 2  doi 10.17632/7v8h94yvht.1
DOI: 10.17632/2zmtzfdzx2
title: Salud mental Villavicencio 2018

description: El siguiente Dataset contiene datos sobre los principales diagnósticos clínicos en salud mental atendidos durante el 2018 en la ciudad de Villavicencio.
DOI: 10.17632/59jr28jc5d
title: Asteroid Impact Risk Changes Due To Disruption By A Deflection Mission

description: This data is the basis for the analysis relating to impact risk analysis of asteroids following disruption by a deflection mission. In particular, these data describe Apophis scenarios.
DOI: 10.17632/5kf5zh9zms
title: CellListMap.jl: Efficient and customizable cell list implementation for calculation of pairwise particle properties within a cutoff

description: N-body simulations and trajectory analysis rely on the calculation of attributes that depend on pairwise particle distances within a cutoff. Interparticle potential energies, forces, distribution functions, neighbor lists, and distance-dependent distributions, for example, must be calculated. Cell lists are widely used to avoid computing distances outside the cutoff. However, efficient cell list implementations are difficult to customize. Here, we provide a fast and parallel implementation of cell lists in Julia that allows the mapping of custom functions dependent on particle positions in 2 or 3 dimensions. Arbitrary periodic boundary conditions are supported. Automatic differentiation and unit propagation can be used. The implementation provides a framework for the development of new analysis tools and simulations with custom potentials. The performance of resulting computations is comparable to state-of-the-art implementations of neighbor list algorithms and cell lists, available in specialized software. Examples are provided for the computation of potential energies, forces, distribution of pairwise velocities, neighbor lists and other typical calculations in molecular and astrophysical simulations. The Julia package is freely available at http://m3g.github.io/CellListMap.jl. Interfacing with Python and R with minimal overhead is possible.
DOI: 10.17632/5mh53ghdzk
title: CP Epidemiology Supplementary Table 1

description: Supplemental Table 1. CP Epidemiology studies extracted for literature review.
DOI: 10.17632/bjfrxzhgv5
title: Enterogenic Stenotrophomonas maltophilia migrates to the mammary gland to induce mastitis by activating the calcium-ROS-AMPK-mTOR-autophagy pathway

description: original data
DOI: 10.17632/ctpc3mycry
title: Differentially Expressed Genes (DEGs) identified under high night temperature (HNT) and control conditions in 15 rice QTLs for grain quality traits.

description: This dataset contains a list of 149 Differentially Expressed Genes (DEGs) that were identified in two rice genotypes (Cypress and LaGrue) under control and High Night Temperature (HNT) conditions. The 149 up/down regulated genes are housed in the 15 rice QTLs for grain quality traits such as grain length (GL), grain width (GW), and percent chalkiness (%chalk) under control and HNT stress conditions.
DOI: 10.17632/d548dftwd2
title: Mechanistic Data and Source code for "Geospatiotemporal and Causal Inferential Epidemiological Survey and Exploration of Cannabinoid- and Substance- Related Carcinogenesis in USA 2003-2017"

description: Data and source files and R code for paper of above title.
DOI: 10.17632/f9fgnp7hzz
title: Exploring Behavior Differences Between Sightseeing and Cycling Tourists and Tourism Infrastructure Supply-Demand Pattern Based on Multi-source Data in Yunnan, China

description: Some data  including flickr tourists and 2bulu cycling tourists and python processing code  for the paper 'Exploring Behavior Differences Between Sightseeing and Cycling Tourists and Tourism Infrastructure Supply-Demand Pattern Based on Multi-source Data in Yunnan, China'
DOI: 10.17632/h2m4yy2t95
title: [Dataset] Examining Antecedents of Organizational Citizenship Behavior: An Empirical Study in Indonesian Police Context

description: This dataset is the result of a survey of 395 Police Mobile Brigade Corps officers in Indonesia. This dataset includes four research variables consisting of Empowering Leadership, Pschological Empowerment, Job Satisfaction, and Organizational Citizenship Behavior.
DOI: 10.17632/hf5hd8w92f
title: DataDerm 2020 Audit - Mendeley Hyperlinks for The Completeness and Accuracy of DataDerm - The Database of The American

description: Mendeley Hyperlinks for: VanBeek M, Swerlick RA, Mathes B, Reeder MJ, Kaye T, Aninos A, Fitzgerald ME, Etkin CD, Jacobs JP. The Completeness and Accuracy of DataDerm™: The Database of The American Academy of Dermatology (AAD). J Am Acad Dermatol. 2021 Jun 11:S0190-9622(21)01128-2. doi: 10.1016/j.jaad.2021.06.024. Epub ahead of print. PMID: 34126095.