cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/acqr-8x30
title: Temporal processing and context dependency in C. elegans mechanosensation dataset

description: A quantitative understanding of how sensory signals are transformed into motor outputs places useful constraints on brain function and helps reveal the brain's underlying computations. Here we present over 8,000 animal hours of behavior recordings to investigate the nematode C. elegans' response to time-varying mechanosensory signals. We use a high-throughput optogenetic assay, video microscopy and automated behavior quantification. In the prevailing picture of the touch circuit, the animal's behavior is determined by which neurons are stimulated and by the stimulus amplitude. In contrast, a statistical analysis of these recordings find that the nervous system is tuned to temporal properties of mechanosensory signals, like its integral and derivative, that extend over many seconds. We show that mechanosensory signals, even in the same neurons, can be tailored to elicit different behavioral responses. Moreover, we find that the animal's response also depends on its behavioral context. Most dramatically, the animal ignores all tested mechanosensory stimuli during turns. We present these findings, and a linear-nonlinear model that predicts the animal's behavioral response to stimulus, in an accompanying manuscript, Liu et al., “Temporal processing and context dependency in C. elegans mechanosensation” available at https://arxiv.org/abs/1803.04085.
DOI: 10.7910/dvn/xnoarv/cx7khg
title: itanes_data .tab

description: Analysis of Itanes data reported in Mancini and Roncarolo (2018: 59). Reference: Mancini, P. and Roncarolo, F. (2018). Tanto tuonò che piovve: la campagna elettorale nei giornali e in televisione, in ITANES (ed.) Vox Populi. Il voto ad alta voce del 2018 (pp. 47-62). Bologna: Il Mulino.
DOI: 10.21227/6ycv-6j88
title: Dataset for Double-Layer LSTM Recognition Method for Early Stage of 10kV Single-Core Cable Based on Multi-Observable Electrical Quantities

description: The research subject of this papper is five electrical quantities,the phase current of abnormal phase IL, the sheath current of initial terminal Iss, the sheath current of last end Ise and other two phase currents IO1, IO2.
DOI: 10.21227/h5sp-z061
title: Dataset for Double-Layer LSTM Recognition Method for Early Stage of 10kV Single-Core Cable Based on Multi-Observable Electrical Quantities

description: The research subject of this papper is five electrical quantities,the phase current of abnormal phase IL, the sheath current of initial terminal Iss, the sheath current of last end Ise and other two phase currents IO1, IO2.
DOI: 10.5061/dryad.h7t362d/1
title: Dryad Item 10.5061/DRYAD.H7T362D/1

description: (:tba)
DOI: 10.5061/dryad.h7t362d/2
title: Dryad Item 10.5061/DRYAD.H7T362D/2

description: (:tba)
DOI: 10.5286/isis.e.rb1910332-2
title: Gathering Gemology and Glassmaking

description: A set of more than 1000 specimens of glass gems enriches the collection of the National Archaeological Museum of Aquileia (Italy), in many different colours and transparencies. Glass classification generally follows elemental composition as for major (silica), minor (soda, ashes or potash) and trace components (B, F, Ti, Fe, but also Sb and Sn elements). Therefore, deriving the composition could return useful criteria for dating, provenance, manufacturing and trading issues. In agreement with the Museum, 40 significant glass gems were selected by colours, style, and gemmological criteria. Aim of the study will be the determination of different colouring and opacifying agents as well as the glassy or crystalline phases. In details, we want to disclose in a non-destructive way: (i) elemental composition (by NRCA), and (ii) phase composition (by ToF-ND) of the opacifying agents.
DOI: 10.5281/zenodo.3339344
title: Corresponding spreadsheet to the Paper 'Variability in the assessment of childcare in 30 European countries'

description: The spreadsheet provides the list of indicators reported by the national experts to assess the quality of child care in the relevant countries along with those gathered from official documents provided by the experts. It has been adopted to the Paper 'Variability in the assessment of childcare in 30 European countries'.
DOI: 10.5281/zenodo.3339345
title: Corresponding spreadsheet to the Paper 'Variability in the assessment of childcare in 30 European countries'

description: The spreadsheet provides the list of indicators reported by the national experts to assess the quality of child care in the relevant countries along with those gathered from official documents provided by the experts. It has been adopted to the Paper 'Variability in the assessment of childcare in 30 European countries'.
DOI: 10.5281/zenodo.3339346
title: SSD2 tools for Chemical Contaminants Occurrence Data

description: Member States and other stakeholders can submit their chemical contaminants occurrence data using the EFSA tools created for this purpose. Tools are structured in accordance with the SSD2 guidance and provide features that support manual data entry.<br> Please read the instructions before using the tools. <strong>This version replaces version 7 to include updates to the list of reportable progLegalRef</strong>
description: EU; en; XLSX; data.collection@efsa.europa.eu
DOI: 10.17632/75fs3vm5sg.3
title: Fate of organic carbon burial in modern sediment within Yangtze River Estuary

description: Detailed information for Corg, TN, C/N, SA, CF, and isotopes of δ13Corg and δ15N in surface sediments and sediment cores within Yangtze River Estuary (YRE); Detailed information for physico-chemical properties of bottom water and surface sediment from the river channel to the estuary
DOI: 10.17632/75fs3vm5sg.4
title: Fate of organic carbon burial in modern sediment within Yangtze River Estuary

description: Detailed information for Corg, TN, C/N, SA, CF, and isotopes of δ13Corg and δ15N in surface sediments and sediment cores within Yangtze River Estuary (YRE); Detailed information for physico-chemical properties of bottom water and surface sediment from the river channel to the estuary
DOI: 10.17632/gpp7gcfv4t.1
title: Simulation Data from Blockchain Based Uniform Price Double Auctions for Energy Markets

description: Simulation data collected to quantify the effectiveness of different designs for distributed energy markets based on blockchain.
DOI: 10.17632/sj5cms7fky.1
title: Gut microbiota of mouse infected by Giardia muris

description: Raw 16S rRNA gene sequencing data from faecal samples collected from BALB/c and C57BL/6 mice at 2 weeks following experimental infection with 1,000 cysts of Giardia muris, and uninfected controls of each mouse line. The data set includes three types of files: 1. Raw reads files – 2 per sample (demultiplexed): e.g. Sample-I3_S16_L001_R1_001.fastq.gz and Sample-I3_S16_L001_R2_001.fastq.gz 2. Metadata file containing the relevant contextual information for each sample: Mouse_Giardia_muris_gut-microbiota.csv 3. OTU table created using Qiime2 including all of the taxonomic information: OTU_table.biom
DOI: 10.17632/zgs3689p84.5
title: MERRA-2 and supplementary data

description: Raw data that served as the basis for the manuscript entitled "Exploring large-scale black-carbon air pollution over Northern Eurasia in summer 2016 using MERRA-2 reanalysis data" by Sitnov et al., submitted in Atmospheric Research
DOI: 10.17632/zgs3689p84.6
title: MERRA-2 and supplementary data

description: Raw data that served as the basis for the manuscript entitled "Exploring large-scale black-carbon air pollution over Northern Eurasia in summer 2016 using MERRA-2 reanalysis data" by Sitnov et al., submitted in Atmospheric Research
DOI: 10.17632/5v9mv5yrpy.1
title: Multi-SUMO3 mass spectrometry
DOI: 10.17632/m6jd88xgrp.1
title: Mechanical forces regulate cardiomyocyte myofilament maturation via the VCL-SSH1-CFL axis

description: Uncropped images
DOI: 10.17632/n4f563wf7m.1
title: Ab initio thermodynamic properties of certain compounds in Nd-Fe-B system

description: Raw and processed data necessary to reproduce results in the titled paper
DOI: 10.17632/326vpn2x5y.1
title: RNA-seq of OE19 5FMC complex knockdowns - Differential expression analysis
DOI: 10.17632/ggxs227h4z.1
title: SUMO2/3 ChIP-seq with SENP3 knockdownin OE19 - Differential binding analysis
DOI: 10.17632/ym4bb5jxcn.2
title: Satisfaction with life, health locus of control and self-efficacy in disabled and non-disabled people

description: The interaction between health locus of control (HLOC) and self-efficacy, and the influence of both on life satisfaction in persons with acquired disability in comparison to a non-disabled sample, was explored in this study. Self-efficacy is examined as a mediator between HLOC and life satisfaction, and disability as a moderator of this relationship.
DOI: 10.5281/zenodo.3338311
title: gwas-test-2

description: gwas test-2: two more files uploaded together
DOI: 10.5281/zenodo.3338312
title: gwas-test-2

description: gwas test-2: two more files uploaded together
DOI: 10.17632/8g4fxscxcx.1
title: Plain film fracture detection rate of trauma clinicians on Lodox bodygram

description: This was a retrospective review to ascertain the plain film fracture detection rate of non-radiologist trauma clinicians when interpreting Lodox bodygram images in adult trauma patients. Customised searches of the Picture Archiving and Communications Systems (PACS) of two tertiary academic hospitals in the Western Cape, South Africa, were conducted to retrieve all adult trauma patients (aged 18+ years) who had Lodox bodygram scans as part of their initial workup on presentation to either of the two Level 1 Trauma Units over two consecutive months. Information collected included age, sex, mechanism of trauma, location of all fractures or dislocations visible on the Lodox bodygram and whether the patient was intubated or not. The bodygram images (which are not routinely reported by radiologists) were retrospectively reviewed by two radiologists, who noted the locations of all fractures visible on Lodox (gold standard). The follow-up imaging sequence on the PACS system was then analysed to see which of the fractures visible on Lodox received dedicated follow-up imaging (radiographs/CT/MR) since the single projection Lodox bodygram is insufficient for full characterization of the injury. Fractures seen on Lodox but without additional dedicated imaging were deemed as missed. Cases which were unclear or where follow-up imaging was delayed were clarified by review of the clinical notes. Generalised Fischer Exact Test assessed any association between the fracture site and failure of detection. An orthopaedic surgeon was consulted to ascertain which of the missed fractures needed surgical treatment. Data included are: Excel Spreadsheet: Complete Dataset Complete dataset for our study in table form. Columns are self-explanatory with totals tallied below. Excel Spreadsheet: Statistical results The results of the Generalised Fischer Exact Test used to assess any association between the fracture site and failure of detection Figure 2: Selected examples of subtle missed fractures, description included in accompanying Word document of the same name.
DOI: 10.17632/wznxpwz238.1
title: GEP comparison

description: Comparison of data set from different cell lines based on the MWDS response
DOI: 10.17037/data.00001160
title: Clinical Code List - Hip Fractures - ICD-10

description: ICD-10 codes for hip fractures
DOI: 10.17037/data.00001162
title: Clinical Code List - Spine Fractures - ICD-10

description: ICD-10 codes for spine fractures
DOI: 10.17037/data.00001164
title: Clinical Code List - Proximal Humerus Fractures - ICD-10

description: ICD-10 codes for proxiumal humerus fractures
DOI: 10.17037/data.00001165
title: Clinical Code List - Proximal Humerus Fractures Sensitivity Analysis - ICD-10

description: ICD-10 codes for proximal humerus fractures (sensitivity analysis)
DOI: 10.17037/data.00001168
title: Clinical Code List - Pelvis Fractures - Read Codes

description: Read codes for pelvis fractures
DOI: 10.17037/data.00001173
title: Clinical Code List - Proximal Humerus Fractures Sensitivity Analysis - Read Codes

description: Read codes for proximal humerus fractures (sensitivity analysis)
DOI: 10.17037/data.00001178
title: Clinical Code List - Smoking - Read Codes

description: Read codes for smoking
DOI: 10.17632/rcrgv63wnx.1
title: Techno-economic data for decentralized energy system sizing for rural areas in Benin. A case study of the village of Fouay.

description: This data article is related to the research article “O.D.T. Odou, R. Bhandari, R. Adamou, Hybrid off-grid renewable power system for sustainable rural electrification in Benin, Renew. Energy. 145 (2020) 1266–1279. doi:10.1016/j.renene.2019.06.032.’’. The data are grouped into 4 categories spread in different worksheets as follow: 1. Resource assessment: The resource assessment comprises the files 1.1.Met_data.xlsx and 1.2. Hydro_Ressource_Modelling.xlsx. The excel worksheet Met_data.xls contains the weather parameters namely: Solar radiation, Wind speed, precipitation and temperature at Kandi and the estimated monthly streamflow data for the hydro site of ‘’sosso’’. Kandi is the nearest station from the village of Fouay. These parameters are daily data with different time range. The sheet Hydro_Ressource_Modelling.xlsx. contains the estimated streamflow of the hydropower site of ‘’Cascade de Sosso’’ as well as the two analogues gauged station streamflow used to perform the estimation. The Couberi gauged station is located at the upstream of Sosso and Gbasse gauged stations at the downstream. 2. Load Assessment The electrical energy demand of the village of Fouay details is provided in the excel worksheet 2. Load.xlsx. The electrical load of the village is classified into three main categories: Household load, Community load, and Commercial load. Some assumptions have been made for seasonal variation of the load profile. Three main season load variation are defined summer, winter low and winter high. For each category of the load demand and seasonal variation, an excel sheet in the worksheet describes them respectively. A summary load sheet is created and the yearly load also. 3. Components costs and specifications The components costs (PV panels, Diesel Generator (DG), Battery, Inverter, Hydro turbine and grid) and specifications are containing in excel worksheet 3. Components_Costs_Specifications.xlsx The step size capacity of PV ARRAY, Converter and DG are in a separate sheet on the worksheet and as well hydro power site details information. 4. Optimization and simulation Under this section three file are generated. The spreadsheet 4.1. HOMER_all_Optimization.xlsx lists all the feasible simulations and the spreadsheet 4.2. HOMER_Categorized_Optimization.xlsx. contains the list of feasible systems according to system type. The above spreadsheets are output retrieved data from HOMER software tools. The third file 4.3. Optimisation_Simulation_Output.xlsx is a retrieved and analyzed data from HOMER software output. It contains monthly electric production of PV/DG/Battery and the system components electric production over a year to meet the load. The month of August in the winter and November in summer are taken to capture the system behaviour to balance the load.
DOI: 10.17037/data.00001166
title: Clinical Code List - Fractures - Read Codes

description: Read codes for all fractures
DOI: 10.17037/data.00001167
title: Clinical Code List - Hip Fractures - Read Codes

description: Read codes for hip fractures
DOI: 10.17037/data.00001169
title: Clinical Code List - Spine Fractures - Read Codes

description: Read codes for spine fractures
DOI: 10.17037/data.00001171
title: Clinical Code List - Wrist Fractures - Read Codes

description: Read codes for wrist fractures
DOI: 10.17037/data.00001175
title: Clinical Code List - Eczema - ICD-10

description: ICD-10 codes for eczema
DOI: 10.17037/data.00001177
title: Clinical Code List - Diabetes - Read Codes

description: Read codes for diabetes
DOI: 10.17037/data.00001180
title: Clinical Code List - Eczema Diagnosis - Read Codes

description: Read codes for eczema diagnosis
DOI: 10.17632/2gj8cb58nj.1
title: TRMM and Rain gauge dataset for ethiopia

description: Drought – a very critical natural process which greatly affects the agriculture which is the major source for human existence. Various researches, experiments have been done in the past which monitored meteorological droughts using standardized indices of precipitation deficits. They mostly relied on rain gauge-based measurements which has the limitations of spatial coverage, data availability and cost efficiency. The purpose of this paper is the potential to apply the satellite derived rainfall product to monitor meteorological drought. Most common is the Standard Precipitation Index (SPI) for research and operational applications on meteorological and agricultural drought monitoring and early warning. The monthly precipitation data accuracy of TRMM (the Tropical Rainfall Measurement Mission) 3B43, was implemented by comparison with the rainfall data of five ground stations in and around Adama woreda from 1998 to 2015. The substantial correlations between the two sources were found during August, and the decision coefficients (R2) are 0.10, 0.25, 0.065, 0.05 and 0.49 respectively. TRMM rainfall data from 1998 to 2015 were used to calculate 3,6,9 and 12-month Standard Precipitation Index (SPI) pixel by pixel for Adama woreda. This 3,6,9 and 12 month SPI was incorporated to depict spatial patterns of meteorological drought and its severity during typical drought and wet years. Further, time series of SPI were considered to assess the drought risk in Adama woreda. We clinch that the TRMM product can properly monitor meteorological droughts though it has relatively short dataset length (~15 years). Lastly, we suggest an assimilation of rain gauge and satellite-based precipitation data to provide more robust estimates of meteorological drought severity.
DOI: 10.17632/dcm7kkdbp4.1
title: Data for : Gender Bias in Job Referrals: An Experimental Test

description: This dataset is associated to the manuscript "Gender Bias in Job Referrals: An Experimental Test", currently submitted for publication in the Journal of Economic Psychology. It reports experimental data from six experimental sessions implemented in the experimental lab of the Burgundy School of Business by researches from the CRESE, University of Besançon. The first sheet (available in the preview) corresponds to the Codebook, where variables are defined. The second sheet corresponds to the full dataset.
DOI: 10.17632/zzcjn2f8c6.2
title: Data for: Predicting missing links in directed networks based on local structure: An investment-profit index

description: This dataset contains all necessary dataset, program files and raw results of our manuscript "Predicting missing links in directed networks based on local structure: An investment-profit index". Experiments are conduct using MATLAB software.
DOI: 10.5281/zenodo.3339095
title: Dataset: SiNGA Simulation of cAMP sink development in different environments.

description: The setup files for the simulation of cAMP sink development in different environments. The results of the simulations were presented on the ISMB Sysmod Meeting 2019. To run a simulation the desired simulation setup file must be located in the same directory as the "singa-run.jar" and must be named "simulation_setup.json". Afterwards the simulation can be run using the "java -jar singa-run.jar" command on any system with Java 8 installed. Simulation parameters may be altered by changing the simulation setup file. The "singa-run" jar in this depository automatically runs all simulations resulting from all combinations of the "alternative values" annotated to concentrations or features. Results are saved in an "observations" folder that is created in the same directory. Each simulation creates one folder containing the variations used and the trajectory of the simulation. More information are available on the SiNGA github.
DOI: 10.5281/zenodo.3339096
title: Dataset: SiNGA Simulation of cAMP sink development in different environments.

description: The setup files for the simulation of cAMP sink development in different environments. The results of the simulations were presented on the ISMB Sysmod Meeting 2019. To run a simulation the desired simulation setup file must be located in the same directory as the "singa-run.jar" and must be named "simulation_setup.json". Afterwards the simulation can be run using the "java -jar singa-run.jar" command on any system with Java 8 installed. Simulation parameters may be altered by changing the simulation setup file. The "singa-run" jar in this depository automatically runs all simulations resulting from all combinations of the "alternative values" annotated to concentrations or features. Results are saved in an "observations" folder that is created in the same directory. Each simulation creates one folder containing the variations used and the trajectory of the simulation. More information are available on the SiNGA github.
DOI: 10.17632/pt537prnbr.1
title: Imputing Away Convergence

description: The data includes real GDP, population and shares of imputation-heavy industries in GDP, collected from United Nations and World Bank Databases. They can be used to construct Narrow-Measured Value-Added (NMVA) following Basu and Foley (2013), which can be compared to GDP in assessing economic convergence rates of countries (both total and per capita).
DOI: 10.17632/zdb2wd2h77.1
title: Fire-induced spalling in reinforced concrete (RC) columns
DOI: 10.5281/zenodo.3338632
title: ROS-Specific Huntingtin Interactions: Huntingtin chromatin retention dynamics by FRAP with veliparib

description: Measurement of huntingtin chromatin recruitment dynamics by fluorescence recovery after photobleaching (FRAP) of the YFP-tagged huntingtin-specific intrabody, nucHCB2, under conditions of oxidative stress and PARP inhibition
description: This work is funded by the HDSA Berman/Topper HD Career Development Fellowship.
DOI: 10.5281/zenodo.3338633
title: ROS-Specific Huntingtin Interactions: Huntingtin chromatin retention dynamics by FRAP with veliparib

description: Measurement of huntingtin chromatin recruitment dynamics by fluorescence recovery after photobleaching (FRAP) of the YFP-tagged huntingtin-specific intrabody, nucHCB2, under conditions of oxidative stress and PARP inhibition
description: This work is funded by the HDSA Berman/Topper HD Career Development Fellowship.
DOI: 10.5281/zenodo.3339097
title: BCdatabaser - coi.bovidae.none.2019-07-17.zip

description: Parameters: --marker-search-string COI OR CO1 OR 'Cytochrome oxidase 1' OR 'Cytochrome oxidase I' --taxonomic-range Bovidae --sequence-length-filter 100:2000 --sequences-per-taxon 9
description: This dataset was automatically created with data from NCBI using the BCdatabaser tool
description: {"references": ["Keller et al. (2019) BCdatabaser: on-the-fly reference database creation for (meta-)barcoding. EcoEvoRxiv (2019); https://doi.org/10.32942/osf.io/cmfu2 - https://github.com/molbiodiv/bcdatabaser", "eutils: Sayers E. E-utilities Quick Start. 2008 Dec 12 [Updated 2018 Oct 24]. In: Entrez Programming Utilities Help [Internet]. Bethesda (MD): National Center for Biotechnology Information (US); 2010-. Available from: https://www.ncbi.nlm.nih.gov/books/NBK25500/", "NCBI::Taxonomy: F\u00f6rster et al. https://github.com/greatfireball/NCBI-Taxonomy - F\u00f6rster F. greatfireball/NCBI-Taxonomy v0.90. Zenodo. 2018 Oct 15; https://doi.org/10.5281/zenodo.1462861", "SeqFilter: Hackl et al. https://github.com/BioInf-Wuerzburg/SeqFilter", "dispr: Cofield et al. https://github.com/douglasgscofield/dispr", "Krona: Ondov BD, Bergman NH, and Phillippy AM. Interactive metagenomic visualization in a Web browser. BMC Bioinformatics. 2011 Sep 30; 12(1):385."]}