cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21954/ou.rd.13560356
title: Outputs from energy models of three heritage buildings with a number of retrofits produced in SBEM

description: This dataset comprises the outputs from energy simulation models of three heritage buildings using Simplified Building Energy Modelling (SBEM). <br>Three different buildings were modelled in their current state (CS1, CS5 and CS14). A number of retrofits were then applied to each building to determine the energy and carbon effect of these retrofits. Finally a package of retrofits was applied to each building. Details of the retrofit options and the version names are included the file entitled 'Appendix B.' <br>For each iteration of the model there are two files. The first 'SBEM output' gives the energy and carbon emissions of the building in that iteration. The second 'data sheet' lists the details that were input to create that iteration of the model.<br>The building as it currently is named 'baseline', each retrofit iteration has a number and some descriptive letters (for example CS1.1TC is CS1 retrofit 1, thermal curtains). The final retrofit package is named 'Retrofit Combi'. Please note that the model outputs for Case study 14.3SG (secondary glazing) are missing due to an error with the software. Their results are still listed in Appendix B however.
DOI: 10.5281/zenodo.4778716
title: Stressor interactions under differential exogenous microbial exposure in Daphnia magna

description: Scripts for life history traits and microbiome analysis with accompanying datafiles.
DOI: 10.5281/zenodo.4778715
title: Stressor interactions under differential exogenous microbial exposure in Daphnia magna

description: Scripts for life history traits and microbiome analysis with accompanying datafiles.
DOI: 10.21227/m0n9-xy27
title: Optimal Power Allocation in Poisson Shot-Noise-Limited M-ary PPM Photon-Counting NOMA Systems

description: This data is related to the submitted paper "Optimal Power Allocation in PoissonShot-Noise-Limited M-ary PPMPhoton-Counting NOMA Systems" byYongkang Chen, Xiaolin Zhou, Haitao Zhou, Dailing Shen, Chongbin Xu,Xin Wang, and Lajos Hanzo.We formulate the power allocation optimization problem of nonlinear discrete-time Poisson (DTP) multiple-access channels (MAC), which is easier than reconfiguring the modulation mode or the duty cycle of signaling. We tackle the challenge is that discrete Poisson shot noise results in MAC mutual information expressions in a series form by deriving a closed-form expression in the low-power scenario for solving the optimization problems formulated. As a benefit of the optimal power-allocation, the average photon efficiency is improved by 1dB to 3dB in comparison to the equal-power benchmark scheme. We also formulate a second optimization problem for minimizing the power required, which becomes as low as 1/3 of that associated with the equal-power benchmark. The proposed scheme is eminently suitable for a variety of background noise conditions or user rate requirements.
DOI: 10.5281/zenodo.4778712
title: Maximally Predictive Ensemble Dynamics from Data

description: This repository contains the dataset and code for generating the figures of the preprint:<br> <br> Costa AC, Ahamed T, Jordan D, Stephens GJ (2021) Maximally predictive ensemble dynamics from data
DOI: 10.5281/zenodo.4778711
title: Maximally Predictive Ensemble Dynamics from Data

description: This repository contains the dataset and code for generating the figures of the preprint:<br> <br> Costa AC, Ahamed T, Jordan D, Stephens GJ (2021) Maximally predictive ensemble dynamics from data
DOI: 10.15468/drer9s
title: The genus Parilia Wood-Mason, in Wood-Mason & Alcock, 1891, with description of a new species and establishment of a new genus for P. tuberculata Sakai, 1961 (Crustacea, Brachyura, Leucosiidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Ng, Peter K. L., Devi, Suvarna, Kumar, Appukuttannair Biju (2018): The genus Parilia Wood-Mason, in Wood-Mason & Alcock, 1891, with description of a new species and establishment of a new genus for P. tuberculata Sakai, 1961 (Crustacea, Brachyura, Leucosiidae). Raffles Bulletin of Zoology 66: 300-319, DOI: http://doi.org/10.5281/zenodo.4503189
DOI: 10.7284/141016
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise KM2012 using a Hawaii UHDAS instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141025
title: Anemometer data collected during research cruise KM2012 using a RM Young 85106 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141026
title: Anemometer data collected during research cruise KM2012 using a RM Young 85106 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141021
title: Barometer data collected during research cruise KM2012 using a Vaisala PTB220 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141020
title: Fluorometer data collected during research cruise KM2012 using a WET Labs WETStar instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141018
title: Gravimeter data collected during research cruise KM2012 using a Bell BGM-3 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141019
title: Gyrocompass data collected during research cruise KM2012 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: 10.7284/141027
title: INS (Inertial Navigation System) data collected during research cruise KM2012 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: 10.7284/141015
title: Meteorological Station data collected during research cruise KM2012 using a Hawaii MET-System instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141022
title: Meteorological Station data collected during research cruise KM2012 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: 10.7284/141023
title: Multibeam Echosounder data collected during research cruise KM2012 using a Kongsberg EM122 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141024
title: pCO2 (Partial Pressure of Carbon Dioxide) data collected during research cruise KM2012 using a General Oceanics 8050 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/141013
title: TSG (Thermosalinograph) data collected during research cruise KM2012 using a Sea-Bird SBE-45 instrument system onboard the platform RV Kilo Moana

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.14637708
title: recount Adenocarcinoma Count Data

description: Extracted Adenocarcinoma RNA-seq counts from recount v2 project. Original data is from TCGA project.
DOI: 10.6084/m9.figshare.14637708.v1
title: recount Adenocarcinoma Count Data

description: Extracted Adenocarcinoma RNA-seq counts from recount v2 project. Original data is from TCGA project.
DOI: 10.5066/p9cg7kw8
title: Mapping of 101 agricultural pesticides annually for 2013-2017 for the conterminous United States

description: This dataset consists of a series of 1-kilometer rasters which provide a mapping of the estimated use of 101 agricultural pesticide compounds for the conterminous United States. Each compound is mapped annually for the years 2013 through 2017, thus there are 505 rasters posted (101 compounds x 5 years). The datasets were created by taking previously-published county-level estimates of kilograms of agricultural pesticide use, then allocating them to agricultural pixels from the 2016 National Land Cover Database, aggregated to 1-kilometer spatial resolution.
DOI: 10.5281/zenodo.4778688
title: Denoising Noisy Neural Networks: A Bayesian Approach with Compensation (pretrained models)

description: Pretrained models for paper "Denoising Noisy Neural Networks: A Bayesian Approach with Compensation".
DOI: 10.5281/zenodo.4778687
title: Denoising Noisy Neural Networks: A Bayesian Approach with Compensation (pretrained models)

description: Pretrained models for paper "Denoising Noisy Neural Networks: A Bayesian Approach with Compensation".
DOI: 10.5281/zenodo.4778864
title: Data for paper "OC_Finder: A deep learning-based software for osteoclast segmentation, classification, and counting"

description: <pre>This folder contains the source data for the images we used to train the neural network. Tiff files are microscopic images, and each tiff file has two xls or csv files to indicate the location of osteoclasts or non-osteoclasts in each Tiff file. We performed data collection 3 times, and the data from each data collection is stored separately in 3 folders, "Dataset_1", "Dataset_2", "Dataset_3". The "Dataset_1" folder contains a total of 170 tiff images. They are from the cell culture of wild-type cells stimulated with 50 ng/ml RANKL with/without 100 ng/ml TNF-alpha or 10 ng/ml IL-1beta. The location of cells is recorded in xls files. "IMAGE_NAME osteoclasts.xls" is for the coordination of osteoclasts, and "IMAGE_NAME non-osteoclasts.xls" is for the coordination of non-osteoclasts. The x-coordinate is recorded in the "x" column, and the y-coordinate is in the "y" column, with x=0 and y=0 being the coordinates of the upper left corner of the image. Please ignore the columns other than x and y. The "Dataset_2" folder contains a total of 288 images. They are from the cell culture of wild-type cells or cells with gain-of-function mutation of SH3BP2 (KI) stimulated with 25 or 50 ng/ml of RANKL. The image names are composed of the information about the culture conditions, such as gender of cell sources (female and male), the genotype of the cell source (wt: wild-type, KI: Knock-In mutation in Sh3bp2 resulting in the increased osteoclastogenesis), the concentration of RANKL in the culture media (R25: 25 ng/ml of RANKL, R50: 50 ng/ml of RANKL), and the culture period with RANKL stimulation (day 3: cultured with RANKL for 3 days.), excepting the images with the name starting "Image_". The images with the name Image_NUMBER.tif are from the following culture condition; female KI R25. The location of cells is recorded in xls files. "IMAGE_NAME posi.xls" is for the coordination of osteoclasts, and "IMAGE_NAME nega.xls" is for the coordination of non-osteoclasts. The x-coordinate is recorded in the "x" column, and the y-coordinate is in the "y" column, with x=0 and y=0 being the coordinates of the upper left corner of the image. Please ignore the columns other than x and y. The "additional data" folder contains a total of 288 images, which are identical to the images in the "second batch" folder. Using the same images, we collected additional coordination to increase samples. The location of cells is recorded in csv files. "IMAGE_NAME new posi.xls" is for the coordination of osteoclasts, and "IMAGE_NAME new nega.xls" is for the coordination of non-osteoclasts. The x-coordinate is recorded in the "x" column, and the y-coordinate is in the "y" column, with x=0 and y=0 being the coordinates of the upper left corner of the image. Please ignore the columns other than x and y. Please contact Mizuho Kittaka &lt;mkittaka@iu.edu&gt; for the inquery about the dataset.</pre>
DOI: 10.6084/m9.figshare.14617122
title: The Conceptual Synthesis and Development of a Multifunctional Lawnmower

description: This document contains the following:- experimental data used for analyses to validate the usability of the multifunctional lawnmower.- program codes for the lawnmower system.- schematic of the circuit design.
DOI: 10.6084/m9.figshare.14617122.v1
title: The Conceptual Synthesis and Development of a Multifunctional Lawnmower

description: This document contains the following:- experimental data used for analyses to validate the usability of the multifunctional lawnmower.- program codes for the lawnmower system.- schematic of the circuit design.
DOI: 10.34808/57gg-fc96
title: SEM image and EDS map of SrTi0.65Fe0.35O3-d powder aglomerate

description: This dataset contains  image of the SrTi0.65Fe0.35O3-d powder aglomerate with EDS map analysis results. Images were obtained using a PhenomXL (Thermo Fisher Scientific, the Netherlands) scanning electron microscope (SEM) with an accelerating voltage of 10 kV in a high vacuum mode. The chemical compositions of the investigated powder were determined via energy-dispersive X-ray (EDX) spectroscopy using an integrated analyser (Thermo Fisher Scientific, 25mm2 SiliconDrift Detector) with an accelerating voltage of 20 kV.
DOI: 10.34808/36gf-sd77
title: SEM image and EDS map of SrTi0.50Fe0.50O3-d powder aglomerate

description: This dataset contains  image of the SrTi0.50Fe0.50O3-d powder aglomerate with EDS map analysis results. Images were obtained using a PhenomXL (Thermo Fisher Scientific, the Netherlands) scanning electron microscope (SEM) with an accelerating voltage of 10 kV in a high vacuum mode. The chemical compositions of the investigated powder were determined via energy-dispersive X-ray (EDX) spectroscopy using an integrated analyser (Thermo Fisher Scientific, 25mm2 SiliconDrift Detector) with an accelerating voltage of 20 kV.
DOI: 10.34808/0q82-p008
title: SEM image and EDS map of SrTi0.30Fe0.70O3-d powder aglomerate

description: This dataset contains  image of the SrTi0.30Fe0.70O3-d powder aglomerate with EDS map analysis results. Images were obtained using a PhenomXL (Thermo Fisher Scientific, the Netherlands) scanning electron microscope (SEM) with an accelerating voltage of 10 kV in a high vacuum mode. The chemical compositions of the investigated powder were determined via energy-dispersive X-ray (EDX) spectroscopy using an integrated analyser (Thermo Fisher Scientific, 25mm2 SiliconDrift Detector) with an accelerating voltage of 20 kV.
DOI: 10.6084/m9.figshare.14560782.v1
title: Cell surface epitope WWOX286-299 in normal cells is responsible for repelling invading WWOX-negative or -dysfunctional cancer cells

description: Supplementary spreadsheet for main figures and supplementary figures, and supplementary videos,
DOI: 10.6084/m9.figshare.13207397
title: Omega over alpha for reliability estimation of unidimensional communication measures

description: Cronbach’s alpha (coefficient <i>α</i>) is the conventional statistic communication scholars use to estimate the reliability of multi-item measurement instruments. For many, if not most communication measures, <i>α</i> should not be calculated for reliability estimation. Instead, coefficient omega (<i>ω</i>) should be reported as it aligns with the definition of reliability itself. In this primer, we review <i>α</i> and <i>ω</i>, and explain why <i>ω</i> should be the new ‘gold standard’ in reliability estimation. Using Mplus, we demonstrate how <i>ω</i> is calculated on an available data set and show how preliminary scales can be revised with ‘<i>ω</i> if item deleted.’ We also list several easy-to-use resources to calculate <i>ω</i> in other software programs. Communication researchers should routinely report <i>ω</i> instead of <i>α</i>.
DOI: 10.6084/m9.figshare.13207397.v1
title: Omega over alpha for reliability estimation of unidimensional communication measures

description: Cronbach’s alpha (coefficient <i>α</i>) is the conventional statistic communication scholars use to estimate the reliability of multi-item measurement instruments. For many, if not most communication measures, <i>α</i> should not be calculated for reliability estimation. Instead, coefficient omega (<i>ω</i>) should be reported as it aligns with the definition of reliability itself. In this primer, we review <i>α</i> and <i>ω</i>, and explain why <i>ω</i> should be the new ‘gold standard’ in reliability estimation. Using Mplus, we demonstrate how <i>ω</i> is calculated on an available data set and show how preliminary scales can be revised with ‘<i>ω</i> if item deleted.’ We also list several easy-to-use resources to calculate <i>ω</i> in other software programs. Communication researchers should routinely report <i>ω</i> instead of <i>α</i>.
DOI: 10.5283/epub.45851
title: Raw Data - Bayesian Reasoning - Improving diagnostic efficiency with frequency double-trees and frequency nets - Kunzelmann et al.
DOI: 10.18430/m36owz
title: X-ray diffraction data for the spy H96L:Im7 L19pI-Phe complex; multiple anomalous datasets contained herein for element identification (6owz)
DOI: 10.25345/c5gg0p
title: MassIVE MSV000087476 - Ultrafast and Reproducible Proteomics from Small amounts of Heart Tissue Enabled by Azo and timsTOF Pro
title: Data for the manuscript "Ultrafast and Reproducible Proteomics from Small amounts of Heart Tissue Enabled by Azo and timsTOF Pro".
DOI: 10.6084/m9.figshare.14617131
title: mRHI_tDCS_Dataset

description: Scores at the mRHI Questionnaire and the proprioceptive drift in all the conditions (AI - active congruent, PC - passive congruent, AI -active incongruent) and sessions (anodal tDCS, sham tDCS) of the Experiment 1 (target area: premotor cortex) and Experiment 2 (target area: cerebellar tDCS).
DOI: 10.6084/m9.figshare.14617131.v2
title: mRHI_tDCS_Dataset

description: Scores at the mRHI Questionnaire and the proprioceptive drift in all the conditions (AI - active congruent, PC - passive congruent, AI -active incongruent) and sessions (anodal tDCS, sham tDCS) of the Experiment 1 (target area: premotor cortex) and Experiment 2 (target area: cerebellar tDCS).
DOI: 10.6084/m9.figshare.14617131.v1
title: mRHI_tDCS Dataset

description: Scores at the mRHI Questionnaire and the proprioceptive drift in all the conditions (AI - active congruent, PC - passive congruent, AI -active incongruent) and sessions (anodal tDCS, sham tDCS) of the Experiment 1 (target area: premotor cortex) and Experiment 2 (target area: cerebellar tDCS).
DOI: 10.6084/m9.figshare.14637765.v1
title: A mutation-selection model of protein evolution under persistent positive selection

description: Sequence alignments, phylogenies and analysis outputs for "A mutation-selection model of protein evolution under persistent positive selection" bioRxiv, https://doi.org/10.1101/2021.05.18.444611.
DOI: 10.6084/m9.figshare.14637765
title: A mutation-selection model of protein evolution under persistent positive selection

description: Sequence alignments, phylogenies and analysis outputs for "A mutation-selection model of protein evolution under persistent positive selection" bioRxiv, https://doi.org/10.1101/2021.05.18.444611.
DOI: 10.6084/m9.figshare.14096543
title: ICH_ACEI_MS

description: Proteomics analysis of zebrafish larval head tissue following intracerebral haemorrhage and treatment with ramipril or quinapril
DOI: 10.6084/m9.figshare.14096543.v1
title: ICH_ACEI_MS

description: Proteomics analysis of zebrafish larval head tissue following intracerebral haemorrhage and treatment with ramipril or quinapril
DOI: 10.6084/m9.figshare.14096465
title: ICH_Drug_Screen

description: A drug screen carried out in a zebrafish larval model of spontaneous brain haemorrhage to identify novel treatments for stroke
DOI: 10.6084/m9.figshare.14637768
title: Stotz et al. Global trends in phenotypic plasticity of plants - Data .xlsx

description: Dataset associated to the manuscript "Global trends in phenotypic plasticity of plants" by Stotz et al. Includes a worldwide dataset on phenotypic plasticity in plants.
DOI: 10.6084/m9.figshare.14637768.v1
title: Stotz et al. Global trends in phenotypic plasticity of plants - Data .xlsx

description: Dataset associated to the manuscript "Global trends in phenotypic plasticity of plants" by Stotz et al. Includes a worldwide dataset on phenotypic plasticity in plants.
DOI: 10.5517/ccdc.csd.cc27wjsg
title: CCDC 2082046: Experimental Crystal Structure Determination

description: Related Article: N.H. Metwally, G.H. Elgemeie, P.G. Jones|2021|Acta Crystallogr.,Sect.E:Cryst.Commun.|77|615|doi:10.1107/S2056989021004795
DOI: 10.5517/ccdc.csd.cc27t6w5
title: CCDC 2079817: Experimental Crystal Structure Determination

description: Related Article: D.E. Smirnov, S.V. Tatarin, S.I. Bezzubov|2021|Acta Crystallogr.,Sect.E:Cryst.Commun.|77|618|doi:10.1107/S2056989021004898
DOI: 10.5517/ccdc.csd.cc27t6t3
title: CCDC 2079815: Experimental Crystal Structure Determination

description: Related Article: D.E. Smirnov, S.V. Tatarin, S.I. Bezzubov|2021|Acta Crystallogr.,Sect.E:Cryst.Commun.|77|618|doi:10.1107/S2056989021004898
DOI: 10.5517/ccdc.csd.cc27t6v4
title: CCDC 2079816: Experimental Crystal Structure Determination

description: Related Article: D.E. Smirnov, S.V. Tatarin, S.I. Bezzubov|2021|Acta Crystallogr.,Sect.E:Cryst.Commun.|77|618|doi:10.1107/S2056989021004898
DOI: 10.18430/m35tev
title: X-ray diffraction data for the crystal structure of a tryptophanyl-tRNA synthetase from Neisseria gonorrhoeae, apo (5TEV)
DOI: 10.18430/m35tew
title: X-ray diffraction data for the crystal structure of a tryptophanyl-tRNA synthetase from Neisseria gonorrhoeae bound to tryptophan (5TEW)
DOI: 10.21227/x6jw-m015
title: Data Server Energy Consumption Dtaset

description: This dataset includes the monitoring of energy consumption of a Data Server that is working in the facilities of the Information Technology Center (CTI) of the Escuela Superior Politecnica del Litoral (ESPOL). The data acquisition equipment was implemented in the Electronic Prototype Development Matter of the Faculty of Electrical Engineering and Computing (FIEC), based on the ESP32 hardware.Link of the Electronic Design of the energy consumption meter: https://vasanza.blogspot.com/2021/02/ensemble-de-pcbs-de-desarrollo-de.html
DOI: 10.5066/p99exni0
title: Streamflow measurement and channel cross section data from a synoptic base-flow survey of the Verde River, Arizona, USA January 2021

description: These data include a summary of a base flow survey of the Verde River within Verde Valley, a ~65km reach from ~7 km above Clarkdale, AZ to ~5km below the mouth of West Clear Creek. Data include discharge, water temperature, and specific conductance values from 22 sites on the Verde River and its tributaries, including Oak Creek, Beaver Creek, West Clear Creek, and irrigation ditches. These data also include channel cross section and stream velocity information from discharge measurements made at each site on January 12 and 13, 2021. Discharge measurements were performed by USGS Arizona personnel by standard USGS methods using acoustic doppler velocimeters and mechanical current meters.
DOI: 10.5281/zenodo.4779031
title: Revisão de literatura sobre Institutional Research Office

description: A intenção deste trabalho foi identificar as práticas relacionados aos InstitutionalResearch Office para sistematização de dados que alimentam Ranking Universitáriosa partir da literatura científica. Para isso, foram utilizados registros da Web of Sciencee Scopus e a metodologia adotada para análise foi o Methodi Ordenatio (Pagani et al.,2017).
description: {"references": ["Pagani, R. N., Kovaleski, J. L., & Resende, L. M. M. (2017). Avan\u00e7os na composi\u00e7\u00e3o da Methodi Ordinatio para revis\u00e3o sistem\u00e1tica de literatura. Ci\u00eancia da Informa\u00e7\u00e3o, 46(2), 161\u2013187. Retrieved from https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048512017&doi=10.18225%2Fci.inf..v47i1.1886&partnerID=40&md5=cb9a9098b9153c897854a2f953db825d"]}