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".
Data for "Mapping the Theory of Political Representation to the Empirics: An Investigation for Proportional and Majoritarian Rules"
Contributors: David Stadelmann, Gustavo Torrens, Marco Portmann
... Data for replication of article "A Quasi-Natural Experiment on Electoral Rules and Political Representation"
Contributors: Shawn French
... Data accompanying the Nature Protocols manuscript entitled "A comprehensive guide to dynamic analysis of microbial gene expression using the 3D-printed PFIbox and a fluorescent reporter library". This dataset contains gene expression data from E. coli grown in MOPS-glucose medium over 24 hours, sampling at 5 minute intervals. This also contains the data for Figure 3, 9, and 10 for this manuscript: Figure 3 is cumulative gene expression in MOPS-glucose after 24 hours of growth; Figure 9 are clusters of co-expression after using fuzzy c-means clustering to look at gene expression profiles; Figure 10 is the fold change between MOPS-glucose and lysogeny broth (LB) media, which is provided as promoter, -log10 of P-value, and log2 of fold-change (n=3).
Data for: Classification Model based on strain measurements to identify patients with Arrhythmogenic Cardiomyopathy with Left Ventricular Involvement
Contributors: Yolanda Vives-Gilabert, Pilar Calvillo-Batllés, Francisco Castells, Jose Millet, Jorge Sanz Sanchez, ESTHER ZORIO
... DataBase.xls: PCA 1st component of the radial, circumferential and longitudinal strain for the main study and the follow-up study. strain.mat: data file with radial, circumferential and longitudinal strain values for the 16 AHA segments of the main and the follow-up studies.
Contributors: DIMITRIOS MOKAS, Rob Nijskens
... Replication files and non-confidential data for the paper “Credit risk in commercial real estate bank loans: the role of idiosyncratic versus macro-economic factors"
Contributors: caterina ferrari
... The data referred to frequency of different behaviours in the Alpine marmot, living in the Alps. Marmots are defined according to their age , sex, dominance status , which are considered as intrinsic factors. As extrinsic covariates weather, temperature, site, month, moment of the day were considered. Data were collected by means of regular scan sampling in all the families of the area.