cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/mzsnme
title: Revision of the New World leafhopper tribe Faltalini (Hemiptera: Cicadellidae: Deltocephalinae) and the evolution of brachyptery

description: This dataset contains the digitized treatments in Plazi based on the original journal article Zahniser, James N. (2021): Revision of the New World leafhopper tribe Faltalini (Hemiptera: Cicadellidae: Deltocephalinae) and the evolution of brachyptery. Zootaxa 4954 (1): 1-160, DOI: https://doi.org/10.11646/zootaxa.4954.1.1
DOI: 10.17632/cj4dg2k6nn.1
title: Actividad física y comportamientos sedentarios durante el aislamiento por COVID 19 en escolares colombianos, 2020
DOI: 10.17632/9b7dct4xs9.1
title: Spirometry reference equations for children from a Middle Eastern population

description: The attached data was used to formulate spirometry reference equations for children from a Middle Eastern population
DOI: 10.17632/64smxzsbkk.1
title: Exploration of the influence of different biomimetic designs of 3D printed multi-material artificial spinal disc on the natural mechanics restoration: supplementary data

description: This is the Supplementary Data for the manuscript "Exploration of the influence of different biomimetic designs of 3D printed multi-material artificial spinal disc on the natural mechanics restoration" submitted to Journal of Biomechanics. The dataset contains the angular and compressive load response of the specimens. The supplementary data consists of the following folders and files: Optotrak, Spine_tester, Compression, and README_raw_data.docx. The dataset records the angular and compressive responses of the specimens. The folder Optotrak contains the recorded rotation matrix of the local coordinate system attached to the bottom endplate and the local coordinate system attached to the top endplate relative to the fixed global coordinate system, i.e., the transformation matrices, of the specimens during the angular tests. The folder Spine_tester contains the recorded reaction moment of the specimens in the angular test, while the folder Compression contains the load-displacement data of the specimens under three different strain rates. The file README_raw_data.docx contains the detailed information of the files for data processing. Note: the files are named following the norm that Flex = Flexion/Extension, Lat =Left/right lateral bending, and Tor = Left/Right axial rotation. For detailed description please refer to README_raw_data.docx.
DOI: 10.17632/s5p638kbws.1
title: The Gene Regulatory Footprint of Aging Highlights Conserved Central Regulators

description: Many genes and pathways have been linked to aging, yet our understanding of underlying molecular mechanisms is still lacking. Here, we measure changes in the transcriptome, histone modifications and DNA-methylome in three metabolic tissues of adult and aged mice. Transcriptome and methylome changes dominate the liver aging footprint, whereas heart and muscle globally increase chromatin accessibility especially in aging pathways. In mouse and human data from multiple tissues and regulatory layers, age-related transcription factor expression changes and binding site enrichment converge on putative aging modulators, including ZIC1, CXXC1, HMGA1, MECP2, SREBF1, SREBF2, ETS2, ZBTB7A, and ZNF518B. Using Mendelian randomization, we establish possible epidemiological links between expression of some of these transcription factors or their targets, including CXXC1, ZNF518B, and BBC3, and longevity. We conclude that conserved modulators are at the core of the molecular footprint of aging, and variation in tissue-specific expression of some may affect human longevity. This repository containes the R code used to reproduce the findings and figures in the Bou Sleiman et al., 2020 Cell Reports publication. Please contact the authors for specific questions.
DOI: 10.17632/h53yybxcbj.1
title: Dataset on simulating the variability and scale effect for slow crack growth in Hi-Nicalon SiC-based tows: a parametric study

description: The data are related to a research article entitled “Simulating the variability and scale effect for slow crack growth in Hi-Nicalon SiC-based tows: a parametric study” about the prediction of time to failure for Hi-Nicalon SiC-based multifilament tows under static fatigue conditions at intermediate temperature and ambient air. Focus was placed upon understanding parameters affecting the scale effect on stress exponent. In other words, why n = 12.6 on filament whereas it falls to 8.4 on multifilament tows, and how this can be transcribed through a Monte Carlo simulation? The concept behind these simulations can be summarized as follows: combine the filament strength and applied stress distributions, the latter being related to fiber slack, under a deterministic lifetime prediction model. 2 Monte Carlo algorithm including or not the global load sharing phenomenon are given in “Hi-Ni simulation load sharing.xlsx”. The “Stress-strength-lifetime data.xlsx” file link the lifetime of a tow and the parameters (applied stress and strength) for the critical fiber piloting its failure. Scatter for lifetime vs. applied stress (mean stress to tow σapp.t(γ = 14%), actual stress to tow σapp.t(γ) and stress to critical filament σapp.f(αt)) are presented, supporting the supplementary document.
DOI: 10.17632/cgk5npmks2.4
title: Does initial vocational training foster the innovativeness on business level? – Evidence from German establishment data

description: While an increasing number of conceptual studies postulate that vocational education and training (VET) activities have a positive impact on the innovative capacity of training companies, empirical evidence on the subject remains scarce. This study exploits establishment data from a representative survey of German companies to estimate the effects of firms’ participation in initial VET on their innovation outcomes. The results show that the impact of VET activity on innovation is more ambiguous than postulated. Overall, the participation in initial VET has virtually no effect on product innovation and radical novelties. For the total population of all German companies, the positive impact of VET activities is only observable in case of process innovation. However, our results point to significant causal effects on the innovative capacities of small and medium-sized enterprises (SMEs). The empirical analysis rests on cross-sectional data from the IAB Establishment Panel (wave 2017; DOI: 10.5164/IAB.IABBP9317.de.en.v1). The IAB panel is an annual representative employer survey on various topics such as the determinants of labour demand. We analyzed the IAB data via remote data access. In this repository, the three Stata Do-Files used for the empircal analysis are provided: 1. Data preperation Do-File 2. Analysis Do-File for the whole sample 3. Analysis Do-File for SMEs The data of the 2017 wave of the IAB Establishment Panel is available at the Research Data Centre (FDZ) of the German Federal Employment Agency (BA) at the Institute for Employment Research (IAB). For furter information see https://fdz.iab.de/en/FDZ_Establishment_Data/IAB_Establishment_Panel/IABBP_9317.aspx.
DOI: 10.17632/7dwbmybkyc.2
title: QUALITY ASSURANCE IN HIGHER EDUCATION: INDONESIAN MEDICAL EDUCATION CONTEXT

description: This data aimed to investigate factors affecting 1) knowledge, skills, and competencies and 2) employability as the outcome of Higher Education Institutions (HEIs). A survey approach was done to 1086 respondents (medical edication students) in which the instrument was drafted, validated, and examined for the reliability.
DOI: 10.17632/zbwzp4mnmd.1
title: Infectious Diseases and Molecular Epidemiology Dataset on COVID-19 in Bangladesh

description: 1. COVID-19 confirmed case, death, case fatality rate and cumulative recovery rate data of Bangladesh 2. COVID-19 virus Genomics data
DOI: 10.17632/zpv879d4ym.1
title: Dataset for Service Quality (SERVQUAl) of 4G Services in Dhaka City

description: The data was collected jointly by Samsul Alam, Sr. Lecturer (MIS) , Department of Business Administration, Daffodil International University and Mohammad Tariqul Islam, Assistant Professor of Department of Management Information Systems, University of Dhaka from the respondents studying at the University of Dhaka and Daffodil International University who were serving in different organizations whereas most were students and unemployed. In this data collection, S. M. Ashraful Alam, Ex-Lecturer, Daffodil International University. assisted a lot.
DOI: 10.17632/fxw58dy4xd.1
title: Institutions influence on smallholder irrigation production

description: Data was collected understand how institutions in smallholder irrigation schemes are working together and influence on productivity. It sought answers to the questions: what role do institutions play in irrigation infrastructure operation and maintenance, and how does that affect productivity? A case study approach was used to collect data. Focus was given to Mkoba and Silalatshani Irrigation Schemes, which are respectively in the Gwayi and Mzingwane catchments of Zimbabwe. The Mkoba scheme has an irrigable area of 10.2 hectares (ha) while Silalatshani has an irrigable area of 442.8 ha respectively. Qualitative and quantitative methodologies were used. Key informant interviews, focus group discussions and field observations were used to establish farmer perceptions on institutions operating in irrigation schemes. A total of 101 questionnaires were administered to smallholder irrigation households. Data on yields harvested, amount of water being received from reservoirs and planting times were gathered from farmers’ and records from the Departments of Agriculture and Extension (AGRITEX) and Irrigation, as well as ZINWA. Descriptive statistics, Social Statistical Package for Scientists (SPSS), version 23 and equations were used to analyse data. The data can be reused to inform policy or to edify data collection of similar calibre
DOI: 10.17632/9bhph834bp.1
title: Assessment of irrigation water productivity in Mkoba Scheme in Midlands Province and Silalatshani Scheme in Matebeleland South Province, Zimbabwe

description: Field measurements were done to quantify amount of irrigation water being applied. Data on yields harvested, amount of water being received from reservoir(s) and planting times was gathered from records of farmers and Departments of Irrigation and Agricultural Extension Services (AGRITEX). Average climatic conditions and crop water requirements were estimated using CLIMWAT 2.0 and CROPWAT 8.0. Data analysis was done using equations as well as Microsoft excel and Statistical Package for Social Sciences (SPSS) version 23 to produce tabulations, descriptions and graphs. Substantial water losses, in both Mkoba Irrigation Scheme and Silalatshani Irrigation Scheme due to the dilapidated irrigation infrastructure, were noted. Maize crop productivity was low, ranging below 50% of the national expected yield of 10-13 tonnes/ha. The collected data further indicated that physical water productivity for maize, beans and wheat was 1.1 kg/m3, 0.54 kg/m3 and 0.87 kg/m3 respectively in Mkoba Irrigation Scheme. Mkoba Irrigation Scheme had higher physical water productivity compared to Silalatshani Irrigation Scheme which had 0.35 kg/m3 for maize, 0.28 kg/m3 for beans and 0.45 kg/m3 for wheat. This suggests that shortages of water under gravity-fed smallholder irrigation increases water productivity as farmers would be conserving it more compared to a situation where the water would be in full supply. In Silalatshani Irrigation Scheme, the economic water productivity for maize was US$0.13/m3, US$0.42/m3 for beans and US$0.23/m3 for wheat. Water productivity was low in both irrigation schemes given the physical water productivity range of 0.3 – 2.0 kg/m3 for maize.
DOI: 10.17632/rphhgns6vp.1
title: Tawanda Hove publications

description: The data set contains the solar global horizontal radiation for Zimbabwe at a resolution of 0.5 x 0.5 degrees longitude x latitude grid resolution. The database is developed by merging ground measured and satellite measured data using a method in the journal article: 11. Hove, T., E. Manyumbu, and G. Rukweza (2014). “Developing an improved global solar radiation map for Zimbabwe through correlating long-term ground- and satellite-based monthly clearness index values.” Renewable Energy 63: 687–697. The data has been validated by the authors to have a maximum normalised root mean square error of less than 3% in predicting ground truth radiation.
DOI: 10.6084/m9.figshare.14447679
title: Minitab_AT - Copy.mpx

description: This active transport dataset contains personal and social-ecological attributes of 860 students aged between 7 to 17 in Sunyani Municipality, Bono, Ghana. It was collected using stratified sampling data collection technique.
DOI: 10.6084/m9.figshare.14447679.v1
title: Minitab_AT - Copy.mpx

description: This active transport dataset contains personal and social-ecological attributes of 860 students aged between 7 to 17 in Sunyani Municipality, Bono, Ghana. It was collected using stratified sampling data collection technique.
DOI: 10.17632/k8d386ndz6.1
title: HNF4A is required to specify glucocorticoid action in the liver

description: The glucocorticoid receptor (GR) is a nuclear hormone receptor critical to the regulation of energy metabolism and the inflammatory response. The actions of GR are highly dependent on cell type and environmental context. Here, we demonstrate the necessity for liver lineage-determining factor hepatocyte nuclear factor 4A (HNF4A) in defining liver-specificity of GR action. In normal mouse liver, the HNF4 motif lies adjacent to the glucocorticoid response element (GRE) at GR binding sites found within regions of open chromatin. In the absence of HNF4A, the liver GR cistrome is remodelled, with both loss and gain of GR recruitment evident. Lost sites are characterised by HNF4 motifs and weak GRE motifs. Gained sites are characterised by strong GRE motifs, and typically show GR recruitment in non-liver tissues. The functional importance of these HNF4A-regulated GR sites is further demonstrated by evidence of an altered transcriptional response to glucocorticoid treatment in the Hnf4a-null liver. This Mendeley Data repository contains supportive data and code for our bioRxiv preprint. Methods are described in the preprint text. All experiments conducted on mouse (Mus musculus) liver, all processed data derived from raw sequencing data aligned to the mm10 genome. Differential GR binding analysis incorporated spike-in normalisation (spiked-in Drosophila melanogaster chromatin; reads aligned to dm6 genome). The "MACS2 GR ChIP-seq peaks, wildtype liver" folder contains the BED files for GR ChIP-seq peaks called in dexamethasone- or vehicle-treated mouse liver (Figures 1 & S1). The "Output of differential binding and differential expression analyses" folder contains the edgeR, stageR and csaw output, following the methods described in the text, using the code in the "Code for differential binding and differential expression analyses" folder (Figures 2, 4, S3). The "HOMER motif discovery" folder contains screenshots of the output from HOMER (http://homer.ucsd.edu/homer/ngs/peakMotifs.html) motif discovery analysis of GR binding sites (Figures 1, S1, 2). The "GIGGLE output" folder contains the output (csv) from GIGGLE analysis of GR binding sites, run through the Cistrome DB Toolkit portal (http://dbtoolkit.cistrome.org/) (Figure 3).
DOI: 10.6084/m9.figshare.14331182
title: Supplementary Table 7

description: <b>Supplementary Table 7. EdgeR comparison between normal circadian and chronic jetlag female mice on day 8 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14331176
title: Supplementary Table 5

description: <b>Supplementary Table 5. EdgeR comparison between normal circadian and chronic jetlag male mice on day 9 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14331179
title: Supplementary Table 6

description: <b>Supplementary Table 6. EdgeR comparison between normal circadian and chronic jetlag female mice on day 1 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14331179.v1
title: Supplementary Table 6

description: <b>Supplementary Table 6. EdgeR comparison between normal circadian and chronic jetlag female mice on day 1 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14331182.v1
title: Supplementary Table 7

description: <b>Supplementary Table 7. EdgeR comparison between normal circadian and chronic jetlag female mice on day 8 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14331155
title: Supplementary Table 4

description: <b>Supplementary Table 4. EdgeR comparison between normal circadian and chronic jetlag male mice on day 1 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14331176.v1
title: Supplementary Table 5

description: <b>Supplementary Table 5. EdgeR comparison between normal circadian and chronic jetlag male mice on day 9 (ZT8) of normalization.</b>
DOI: 10.7284/138814
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise KM2011 using a Hawaii UHDAS instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.14331143
title: Supplementary Table 1

description: <b>Supplementary Table 1. The top 15 Gene Onotology Biologic Process terms for normal circadian and chronic jetlag</b><b> cohorts.</b>
DOI: 10.6084/m9.figshare.14331143.v1
title: Supplementary Table 1

description: <b>Supplementary Table 1. The top 15 Gene Onotology Biologic Process terms for normal circadian and chronic jetlag</b><b> cohorts.</b>
DOI: 10.6084/m9.figshare.14331155.v1
title: Supplementary Table 4

description: <b>Supplementary Table 4. EdgeR comparison between normal circadian and chronic jetlag male mice on day 1 (ZT8) of normalization.</b>
DOI: 10.6084/m9.figshare.14036711.v1
title: Supplementary_Table_3.xlsx

description: <b>Supplementary Table 3. Misaligned gene pathway enrichment.</b><br>
DOI: 10.7284/138821
title: Anemometer data collected during research cruise KM2011 using a RM Young 85106 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.14036711
title: Supplementary_Table_3.xlsx

description: <b>Supplementary Table 3. Misaligned gene pathway enrichment.</b><br>
DOI: 10.7284/138822
title: Anemometer data collected during research cruise KM2011 using a RM Young 85106 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138818
title: Barometer data collected during research cruise KM2011 using a Vaisala PTB220 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138817
title: Fluorometer data collected during research cruise KM2011 using a WET Labs WETStar instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138815
title: Gravimeter data collected during research cruise KM2011 using a Bell BGM-3 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138816
title: Gyrocompass data collected during research cruise KM2011 using a Sperry NAVIGAT X MK 1 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138823
title: INS (Inertial Navigation System) data collected during research cruise KM2011 using a Applanix POS/MV-320 V4 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138813
title: Meteorological Station data collected during research cruise KM2011 using a Hawaii MET-System instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138819
title: Meteorological Station data collected during research cruise KM2011 using a Hawaii MET-System instrument system onboard the platform RV Kilo Moana

description: Processed data created by vessel technician during a Field_expedition
DOI: 10.7284/138820
title: pCO2 (Partial Pressure of Carbon Dioxide) data collected during research cruise KM2011 using a General Oceanics 8050 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/138811
title: TSG (Thermosalinograph) data collected during research cruise KM2011 using a Sea-Bird SBE-45 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.17632/pxrnvp4yy8.2
title: Handwritten Devanagari Characters - Vowels and Numerals (38,750 Isolated images)

description: The data contains handwritten samples of Devanagari numerals and vowels (i.e., 10 numerals and 13 vowels). Thus, the dataset includes a total of 23 different Devanagari characters. The data is collected on a regular A4 sheet, scanned at 300 dpi using Epson DS – 150. The numerals and vowels were collected from 2400 and 1400 subjects of different age groups. Further, data is segmented, pre-processed, and stored in a publicly accessible location. By removing the occluded images and scribbles, the final data set contains a total of 38,750 digitized images where 22,500 Devanagari Numerals (2250 each) and 16,250 Vowels (1250 each). This data separated manually into respective folders. The data is also available in the form of CSV files, and the labels attached.
DOI: 10.17632/hptbgydhyg.1
title: Self-assessment of physical health, perceived threat from COVID-19 and mental resilience among people diagnosed and undiagnosed with mental disorders

description: Data was collected from 11 November 2020 to 03 April 2021 in Bulgaria both online and offline. The participants in the study were 268 divided into four groups equal in number (N = 67) – mentally ill people diagnosed with schizophrenia or bipolar disorders who were pensioners because of their disease or unemployed; students and workers in the area of healthcare; students and workers in other occupational fields such as economy, education, law, and information technologies (IT); and athletes who practiced sport more than once per week. In total, 201 subjects (75%) in good mental health, undiagnosed with a mental disease were compared with 67 mentally ill subjects (25%) diagnosed with schizophrenia (N = 50) or bipolar disorders (N = 17). The participants self-assessed their physical health on a scale from 0 (very poor) to 10 (very good). The participants self-assessed the perceived threat from COVID-19 by means of a questionnaire comprising of five dichotomous items whose score ranged from 0 to 5 - as perceived threat for themselves, their relatives, their familiar acquaintances, unfamiliar citizens of the country, and foreigners. Connor-Davidson Resilience Scale - CD-RISC2 (Vaishnavi et al., 2007) was applied for measuring mental resilience. CD-RISC2 is a copyright -protected instrument and its items are presented only with their numbers, not with their content. The answers on both items from CD-RISC 2 were given on a 5-point scale from 0-not true at all, to 4 - true nearly all the time. Data were statistically processed by means of software JASP 0.14 (JASP Team, 2020). Acknowledgments The authors thank Prof. Jonathan Davidson for permitting to use The Connor-Davidson Resilience scale (CD-RISC2). This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors. References JASP Team. (2020). JASP (Version 0.14) [Computer software]. https://jasp-stats.org/faq/ Vaishnavi, S., Connor, K., & Davidson, J. R. (2007). An abbreviated version of the Connor-Davidson Resilience Scale (CD-RISC), the CD-RISC2: Psychometric properties and applications in psychopharmacological trials. Psychiatry Research, 152(2-3), 293–297. https://doi.org/10.1016/j.psychres.2007.01.006