Dataset on tip vortex formation noise produced by wall-mounted finite airfoils with sinusoidal and porous airfoil tip geometries
Contributors: Tingyi Zhang, Danielle Moreau, Thomas Geyer, Jeoffrey Fischer, Con Doolan
... This dataset consists of measurements of tip vortex formation noise produced by finite length airfoils with sinusoidal and porous tips. These data were obtained using the specialist aeroacoustic test facilities at the Brandenburg University of Technology (BTU) in Cottbus, Germany and a 47-channel planar microphone array. Over 2600 unique test cases with variations in airfoil profile shape, tip geometry, angle of attack and Reynolds number were measured during the experimental campaign. The dataset contains one-third-octave band tip noise spectra that have been processed using Acoular, a Python module for acoustic beamforming.
Meaning in life: a major predictive factor for loneliness comparable to health status and social connectedness
Contributors: Dídac Macià Bros
... The dataset includes scores for perceived loneliness (3-item UCLA scale) and predictors of loneliness, including summary scores of sociodemographic, lifestyles, self-rated health status questionnaires and cognitive constructs about meaning in life in their several dimensions. Data comprises more than 2000 responses to questionnaires from the BBHI study (https://bbhi.cat/en/), a longitudinal cohort to study potential determinants of healthy ageing. The dataset includes all data entries and statistical code in R necessary to totally reproduce the results and figures in the study: "Meaning in life: a major predictive factor for loneliness comparable to health status and social connectedness "
Contributors: Heqiang Du
... This dataset was supported by the Key Research and Development Program of China (Grant No. 2016YFC0500902) and the National Nature Science Foundation of China (Grant No. 41601009). It includes two parts: one is the data of SOC contents of aeolian sediment and parent soils, and the data type is '.csv'; and the other is raster type, which includes SOC enrichment rate, average annual dust emission rate, and average annual SOC loss induced by dust emission.
Contributors: Jason Holderieath, Michael Crosby, T. Eric McConnell
... • aidsSystemData-DIB.xlsx contains the first combination of the USDA ERS data into a single tabular format. It also contains the formulas for the calculation of derived data. • aidsSystemData3.csv is the .xlsx file converted to .csv for import into R. • aidsvdataInbrief.R contains all code used to estimate and calculate elasticities. The following packages must be installed for the script: 'tidyverse', 'lubridate', 'micEconAids', and 'broom'. • Results.xlsx contains all results. Tabs are labeled as “results_” lags between price and quantity, and “h” or “m” to indicate Hicksian or Marshallian. • all.Rdata contains all results and intermediate objects.
Neave et al. 2020 - Long term consistency of personality traits of cattle (Royal Society Open Science)
Contributors: Heather Neave, Joao H Cardoso Costa, Daniel Martin Weary, Marina von Keyserlingk
... We have provided the SAS code and data set with all variables (original and transformed) for each age period that were used as input variables in the 4 PCAs.
Contributors: Martin Bitomský, Pavla Mládková, Robin Pakeman, Martin Duchoslav
... Data from: Bitomský M., Mládková P., Pakeman RJ, & Duchoslav M. (accepted pending minor revision 12.11.2020). Clade composition of a plant community indicates its phylogenetic diversity. Ecology and Evolution Data summarises results from the case studies and simulations presented in our paper. In addition, we provide an R script for calculation of proposed phylogenetic diversity metrics (the clade indices). Brief description of each file: 1. Grasslands_DNA_markers_info.xls - Accession numbers of all DNA markers used for phylogeny inference in grasslands 2. Grasslands_DNA_alignment_BEFORE_GBlocks.fasta - DNA alignment matrix before utilisation of the GBlocks tool 3. Grasslands_DNA_alignment_AFTER_GBlocks.fasta - DNA alignment matrix after utilisation of the GBlocks tool 4. Grasslands_BEAST_file.xml - BEAST .xml file submitted to the CIPRES portal (www.phylo.org) 5. Grasslands_tree.txt - Dated MCC tree, grasslands (newick format) 6. Phyto-database_pruned_tree.txt - Pruned dated tree from the super tree of European flora (Durka & Michalski 2012, Ecology), phytosociological database (newick format) 7. Plot_data.slx - plot data of all case studies + species lists 8. Simulation_results.txt - Summary of R2 values (phylogeny-based metric ~ the clade index) for simulated phylogenies and community matrices (manipulated: phylogenetic scale, species pool size and species richness range) 9. Bitomsky2020EE_R_script_indices.R - An R script for computation of the clade indices (with notes and examples)
Data for: Application of Cost-Sensitive LSTM in Water Level Prediction for Nuclear Reactor Pressurizer
Contributors: Jin Zhang, Wei Bai, Yang Li, Zhisong Pan, Jun Shen, Cheng Zhao, Xiaolong Wang
... data: Normalized data sampled from a nuclear power plant simulator, including pressurizer water level and other six parameters according to the transient process of increasing reactor power from 30% to 90%. code: including CSLSTM, LSTM and SVR models in two experiment settings, i.e. global learning setting and local learning setting.
Contributors: Ahmet Eşiyok
... This data is collected from a manufacturing company employees in Turkey via the Safety Culture Assessment Survey. Results are put into the SPSS. Then the fuzzy model constructed in order to measure the safety culture.
Deriving ecological site metrics for mapping rangeland resource units in an extensive East African pastoral landscape
Contributors: Mohamed Shibia, Achim Röder, Francesco Fava, Marion Stellmes, Joachim Hill
... GIS data and data codes supporting satellite data interpretation scheme for categorizing and mapping different rangeland resource units in an extensive African landscape where field observation is irregular and sparse.
Contributors: Yi Zheng
... Data from the study titled "Vocal attractiveness and voluntarily pitch-shifted voices".