cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15125/bath-00248
title: Assessment of laboratory and daily energy expenditure estimates from consumer multi-sensor physical activity monitors-dataset

description: Wearable physical activity monitors are growing in popularity and provide the opportunity for large numbers of the public to self-monitor physical activity behaviours. The latest generation of these devices feature multiple sensors, ostensibly similar or even superior to advanced research instruments. However, little is known about the accuracy of their energy expenditure estimates. Here, we assessed their performance against criterion measurements in both controlled laboratory conditions (simulated activities of daily living and structured exercise) and over a 24 hour period in free-living conditions. Thirty men (n=15) and women (n=15) wore three multi-sensor consumer monitors (Microsoft Band, Apple Watch and Fitbit Charge HR), an accelerometry-only device as a comparison (Jawbone UP24) and validated research-grade multi-sensor devices (BodyMedia Core and individually calibrated Actiheart™). During discrete laboratory activities when compared against indirect calorimetry, the Apple Watch performed similarly to criterion measures. The Fitbit Charge HR was less consistent at measurement of discrete activities, but produced similar free-living estimates to the Apple Watch. Both these devices underestimated free-living energy expenditure (-394 kcal/d and -405 kcal/d, respectively; P<0.01). The multi-sensor Microsoft Band and accelerometry-only Jawbone UP24 devices underestimated most laboratory activities and substantially underestimated free-living expenditure (-1128 kcal/d and -998 kcal/d, respectively; P<0.01). None of the consumer devices were deemed equivalent to the reference method for daily energy expenditure. For all devices, there was a tendency for negative bias with greater daily energy expenditure.  No consumer monitors performed as well as the research-grade devices although in some (but not all) cases, estimates were close to criterion measurements. Thus, whilst industry-led innovation has improved the accuracy of consumer monitors, these devices are not yet equivalent to the best research-grade devices or indeed equivalent to each other. We propose independent quality standards and/or accuracy ratings for consumer devices are required.
description: For full data collection methods please see associated manuscript by Chowdhury et al (2017) "Assessment of Laboratory and Daily Energy Expenditure Estimates from Consumer Multi-Sensor Physical Activity Monitors" PloS One (in Press) and associated readme file.
description: Further relevant documentation may be found in the following resources.

   Chowdhury, E. A., Western, M. J., Nightingale, T. E., Peacock, O. J., and Thompson, D.,  2017.   Assessment of laboratory and daily energy expenditure estimates from consumer multi-sensor physical activity monitors.    PLOS ONE, 12(2), e0171720.  Available from: https://doi.org/10.1371/journal.pone.0171720.
DOI: 10.13145/bacdive1793.20240510.9
title: Bosea robiniae De Meyer and Willems 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00247
title: Thermally Triggered Release of the Bacteriophage Endolysin CHAPK and the Bacteriocin Lysostaphin for the Control of Methicillin Resistant Staphylococcus aureus (MRSA)

description: Staphylococcus aureus infections of the skin and soft tissue pose a major concern to public health, largely owing to the steadily increasing prevalence of drug resistant isolates. As an alternative mode of treatment both bacteriophage endolysins and bacteriocins have been shown to possess antimicrobial efficacy against multiple species of bacteria including otherwise drug resistant strains. Despite this, the administration and exposure of such antimicrobials should be restricted until required in order to discourage the continued evolution of bacterial resistance, whilst maintaining the activity and stability of such proteinaceous structures. Utilising the increase in skin temperature during infection, the truncated bacteriophage endolysin CHAPK and the staphylococcal bacteriocin lysostaphin have been co-administered in a thermally triggered manner from Poly(N-isopropylacrylamide) (PNIPAM) nanoparticles. The thermoresponsive nature of the PNIPAM polymer has been employed in order to achieve the controlled expulsion of a synergistic enzybiotic cocktail consisting of CHAPK and lysostaphin. The point at which this occurs is modifiable, in this case corresponding to the threshold temperature associated with an infected wound. Consequently, bacterial lysis was observed at 37°C, whilst growth was maintained at the uninfected skin temperature of 32°C.
description: Data was collected through bacterial sampling and monitoring growth on agar plates (through colony counting). Data was collected through spectroscopic methods such as infrared spectroscopy and UV Vis spectroscopy including optical density.
description: Spectroscopic data was processed using Microsoft excel and Prism software packages.
DOI: 10.15125/bath-00249
title: Multi-channel Recordings from L2 Dorsal Root of Rat

description: Five channel recordings made using a set of hook electrodes from the intact dorsal rootlet of an adult female rat.
description: Further relevant documentation may be found in the following resources.

   Metcalfe, B. W., Chew, D. J., Clarke, C. T., Donaldson, N. de N., and Taylor, J. T.,  2015.   A new method for spike extraction using velocity selective recording demonstrated with physiological ENG in <i>Rat</i>.    Journal of Neuroscience Methods, 251, 47-55.   Available from: https://researchportal.bath.ac.uk/en/publications/a-new-method-for-spike-extraction-using-velocity-selective-record.
DOI: 10.13145/bacdive1794.20240510.9
title: Nitrobacter hamburgensis Bock et al. 2001

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00252
title: Boronate based fluorescence (ESIPT) probe for peroxynitrite

description: This repository contains the experimental data discussed in the manuscript. Including, 1H NMR, 13C NMR (FID and PDF) and Mass Spectra for compounds 4, 5 and probe 3. Fluorescence analysis and UV data of probe 3 including the ONOO- and H2O2 titration curve, selectivity data, Fluorescence intensity changes for probe 3 as a function of time with increasing concentrations of ONOO- (time drive), UV before and after addition of ONOO- cell imaging (exogenous and endogenous) and cell viability.
DOI: 10.15125/bath-00253
title: Dataset for ORCID EPrints Implementation

description: A survey canvassing user requirements for integration of EPrints software with the ORCID service was circulated to four mailing lists.  Although the target audience was the UK EPrints user community, the survey was open to anyone, so included a number of international responses.  This dataset includes an anonymised version of the download of results from Bristol Online Surveys and a copy of the survey form.
description: A survey was circulated to four mailing lists - eprints-uk-user-group@googlegroups.com, eprints-tech@ecs.soton.ac.uk, ORCID-UK@JISCMAIL.AC.UK, UKCORR-DISCUSSION@JISCMAIL.AC.UK

Although the target audience was the UK EPrints user community, the survey was open to anyone, so included a number of international responses.

A copy of the survey form is included with the dataset.

Analysis was taken from the Bristol Online Surveys tool.  No further processing was carried out.
description: Data has been redacted as follows:

Institution names have been replaced with a country.

Job roles have been removed

Other data points in free text comments that would identify a respondent, an individual or an institution have been replaced with a generic term (e.g. [deleted name]).
description: Columns have the full text of the question.  Additionally, a copy of the original survey has been provided for information.

Some observations in the report are based on email correspondence which is unsuitable for sharing.
DOI: 10.15125/bath-00251
title: Dataset for publication: "Modelling dark current decay transients in perovskite solar cells with mobile ions"

description: Data used to produce the figures in the Journal of Materials Chemistry C publication: "Measurement and modelling of dark current decay transients in perovskite solar cells"
DOI: 10.15125/bath-00254
title: Selective Electrochemiluminescent Sensing of Saccharides using Boronic Acid-Modified Coreactant

description: This repository contains the experimental data discussed in the manuscript. Including, 1H NMR, 13C NMR (FID and PDF) and Mass Spectra for the co-reactants E0, E3 and E6. Electrochemical data (excel) for the figures shown in the manuscript and ESI.
DOI: 10.13145/bacdive1796.20240510.9
title: Nitrobacter winogradskyi Winslow et al. 1917

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive1797.20240510.9
title: Afipia carboxidovorans (Meyer et al. 1994) Hördt et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00256
title: Dataset for 'How smart do smart meters need to be?'

description: This dataset consists of three subsets that represent several variables related to energy consumption in 43 households in the UK: 1) households' internal temperature, CO2 level, gas and electricity consumption before, during and after digital energy feedback phase;  2) energy literacy before and after the digital feedback; 3) user experience data after the digital energy feedback interventions.
description: Further relevant documentation may be found in the following resources.

   Mogles, N., Walker, I., Ramallo-González, A. P., Lee, J., Natarajan, S., Padget, J., Gabe-Thomas, E., Lovett, T., Ren, G., Hyniewska, S., O'Neill, E., Hourizi, R., and Coley, D.,  2017.   How smart do smart meters need to be?    Building and Environment, 125, 439-450.  Available from: https://doi.org/10.1016/j.buildenv.2017.09.008.
DOI: 10.13145/bacdive1798.20240510.9
title: Rhodoblastus acidophilus (Pfennig 1969) Imhoff 2001

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive1799.20240510.9
title: Rhodoblastus acidophilus (Pfennig 1969) Imhoff 2001

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00258
title: Data for "Anharmonicity in the High-Temperature Cmcm Phase of SnSe: Soft Modes and Three-Phonon Interactions"

description: Raw data to accompany the article "Anharmonicity in the High-Temperature Cmcm Phase of SnSe: Soft Modes and Three-Phonon Interactions"
description: Further relevant documentation may be found in the following resources.

   Skelton, J. M., Burton, L. A., Parker, S. C., Walsh, A., Kim, C.-E., Soon, A., Buckeridge, J., Sokol, A. A., Catlow, C. R. A., Togo, A., and Tanaka, I.,  2016.   Anharmonicity in the High-Temperature<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mi>C</mml:mi><mml:mi>m</mml:mi><mml:mi>c</mml:mi><mml:mi>m</mml:mi></mml:math>Phase of SnSe: Soft Modes and Three-Phonon Interactions.    Physical Review Letters, 117(7).  Available from: https://doi.org/10.1103/physrevlett.117.075502.
DOI: 10.13145/bacdive1801.20240510.9
title: Rhodoblastus sphagnicola Kulichevskaya et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00287
title: Data for "The Impact of the Alkyne Substitution Pattern and Metallation on the Photo-isomerization of Azobenzene-based Platinum(II) Di-ynes and Poly-ynes"

description: Data from the computational modelling described in the article "The Impact of the Alkyne Substitution Pattern and Metallation on the Photo-isomerization of Azobenzene-based Platinum(II) Di-ynes and Poly-ynes". Includes optimised molecular structures, vibrational frequencies, electronic excitation level, simulated infrared (IR) and absorption spectra, and assignments of the electronic transitions.
description: Further relevant documentation may be found in the following resources.

   Al-Balushi, R. A., Haque, A., Jayapal, M., Al-Suti, M. K., Husband, J., Khan, M. S., Skelton, J. M., Molloy, K. C., and Raithby, P. R.,  2016.   Impact of the Alkyne Substitution Pattern and Metalation on the Photoisomerization of Azobenzene-Based Platinum(II) Diynes and Polyynes.    Inorganic Chemistry, 55(21), 10955-10967.  Available from: https://doi.org/10.1021/acs.inorgchem.6b01509.
DOI: 10.15125/bath-00304
title: Design and operation of an inexpensive, laboratory-scale, continuous hydrothermal liquefaction reactor for the conversion of microalgae produced during wastewater treatment

description: Recently, much research has been published on the hydrothermal liquefaction (HTL) of microalgae to form bio-crude, which can be further upgraded into sustainable 3rd generation biofuels. However, most of these studies have been conducted in batch reactors, which are not fully applicable to large-scale industrial production. In this investigation an inexpensive laboratory scale continuous flow system was designed and tested for the liquefaction of microalgae produced during wastewater treatment. The system was operated at a range of temperatures (300 °C – 340 °C) and flow rates (3 – 7 ml min-1), with the feed being delivered using high pressure N2 rather than a mechanical pump. The design incorporated the in-situ collection of solids through a double tube design. The algae was processed at 5 wt% and the results were compared to those from a batch reactor operated at equivalent conditions. By combining high heating rates with extended reaction times, the continuous system was able to yield significantly enhanced bio-crude yields compared to the batch system. This demonstrates the need for inexpensive continuous processing in the lab, to aid in scale up decision making.
description: All methods are given in the experimental section of the full publication. Each seperate reaction has been assigned a code. cHTL for continuous processing, Bx for batch processing. cHTL1-9 were used to determine the stability of the temperature of the reactor system so full data for each run was not collected.
description: Further relevant documentation may be found in the following resources.

   Wagner, J., Le, C., Ting, V., and Chuck, C.,  2017.   Design and operation of an inexpensive, laboratory-scale, continuous hydrothermal liquefaction reactor for the conversion of microalgae produced during wastewater treatment.    Fuel Processing Technology, 165, 102-111.   Available from: https://researchportal.bath.ac.uk/en/publications/design-and-operation-of-an-inexpensive-laboratory-scale-continuou.
DOI: 10.13145/bacdive1805.20240510.9
title: Bradyrhizobium japonicum (Kirchner 1896) Jordan 1982

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00312
title: Dataset for All-fiber multiplexed source of high-purity single photons

description: Raw data for coincidence count rate and second order coherence measurements.
description: Photon counting data collected using FPGA based counting system, raw data stored in Matlab workspace variables. Datasets included for coincidence counting experiments, heralded second order coherence measurements, and marginal second order coherence measurements for each photon pair source.
description: Matlab is required to read the data files.
DOI: 10.13145/bacdive1808.20240510.9
title: Bradyrhizobium sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00257
title: Dataset for 'Design and fabrication of enhanced lateral growth for dislocation reduction and strain management in GaN using nanodashes'

description: This dataset contains the results of scanning electron microscopy (SEM) secondary electron (SE) images, panchromatic cathodoluminescence (CL) imaging and Electron Channelling Contrast Imaging (ECCI) and Raman spectroscopy on GaN epitaxial layers. These techniques were used to assess the morphology of the GaN crystal growth, and the dislocation density and strain in planar layers.
description: Secondary electron images were captured using a Hitachi S-4300 scanning electron microscope (SEM). An accelerating voltage of 5 kV was used to collect the images.

A field-emission gun scanning electron microscopey (SEM) LEO1550 combined with a cathodoluminescence (CL) Gatan MonoCL4 detection system was employed. An electron acceleration voltage of 5 kV and a beam current below 1 nA were used to avoid the radiation damage and preserve the lateral resolution during the panchromatic SEM CL imaging. 

MOVPE growth were performed in a horizontal flow Aixtron 200/4HT RF-S reactor.

The templates were prepared using a nanoimprinting stamp, whic was replicate on the wafer using acrylate. Chlorine/Argon chemistry was used in order to etched GaN dashes to obtain the pendeo template. CHF3 chemistry was used in order to open GaN dashes windows and obtain the ELOG template.
DOI: 10.13145/bacdive1810.20240510.9
title: Bradyrhizobium denitrificans (Hirsch and Müller 1986) van Berkum et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive1812.20240510.9
title: Bradyrhizobium canariense Vinuesa et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00315
title: Data set for: Molecular and atomic manipulation mediated by electronic excitation of the underlying Si(111)-7x7 surface

description: All the data associated with this publication, please see publication for methodology and details.
description: Please see published paper.
description: Please see published paper.
description: Please see published paper.
description: Further relevant documentation may be found in the following resources.

   Rusimova, K. R., and Sloan, P. A.,  2016.   Molecular and atomic manipulation mediated by electronic excitation of the underlying Si(111)-7x7 surface.    Nanotechnology, 28(5), 054002.  Available from: https://doi.org/10.1088/1361-6528/28/5/054002.
DOI: 10.13145/bacdive1813.20240510.9
title: Bradyrhizobium betae Rivas et al. 2004

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive1816.20240510.9
title: Bradyrhizobium jicamae Ramírez-Bahena et al. 2009

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00319
title: Electrically tuneable polyaniline membranes: Influence of polymerization temperature on in-filtration electrical tuneability of flux and MWCO

description: This dataset underpins the results published in the paper, "Stimuli responsive conductive polyaniline membrane: In-filtration electrical tuneability of flux and MWCO". Included are the results of Fourier transform infrared spectroscopy (FTIR), UV–visible spectroscopy (UV–vis), 
dynamic contact angle goniometry, and measurements of four-point probe conductivity, membrane permeance, electrical tuneability under applied potential, and molecular weight cut-off (MWCO), as applied to a conductive polyaniline (PANI) membrane.
description: Full details of the methodology can be found in the 'Experimental methods' section of the associated manuscript.
description: Further relevant documentation may be found in the following resources.

   Xu, L., Shahid, S., Holda, A. K., Emanuelsson, E. A. C., and Patterson, D. A.,  2018.   Stimuli responsive conductive polyaniline membrane: In-filtration electrical tuneability of flux and MWCO.    Journal of Membrane Science, 552, 153-166.   Available from: https://researchportal.bath.ac.uk/en/publications/stimuli-responsive-conductive-polyaniline-membrane-in-filtration-.
DOI: 10.15125/bath-00320
title: Dataset for 'Hybrid  Microfibre-Lithium Niobate Nanowaveguide Structures as High Purity Heralded Single Photon Sources'

description: This article contains all of the data and codes supporting the paper:

'Hybrid Microfibre-Lithium Niobate Nanowaveguide Structures as High Purity Heralded Single Photon Sources'
Philip Main, Peter J Mosley, Wei Ding, Lijian Zhang and Andriy V. Gorbach

In this paper we propose a new architecture for photon pair generation by parametric downconversion. The zip file in this repository contains a set of .csv spreadsheets, each of which contains the data for a figure in the paper.  
For more info contact: P.B.Main@bath.ac.uk
description: Numerical simulations with software packages Matlab and Comsol Multiphysics.
description: csv spreadsheets files were created using matlab
DOI: 10.13145/bacdive1817.20240510.9
title: Bradyrhizobium cytisi Chahboune et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00321
title: Nanostructuring perovskite oxides: The impact of SrTiO3 nanocubes 3D self-assembly on thermal conductivity

description: The research demonstrates that nanostructuring the perovskite oxide SrTiO3 via 3D assemblage of nanocubes leads to a lower the thermal conductivity over a broad range of temperatures. This is particularly valuable in thermoelectric materials applications. The assemblages are comprised of pristine perovskite grain interiors confined by SrO or TiO2-rich interfaces resembling Ruddlesden Popper and Magneli phases.  The research also demonstrates that it is possible to generate vibrational fingerprints of the by a combination of lattice and molecular dynamics. TiO2-rich assemblages display splitting of the active modes similar to anatase providing a way to distinguish them from SrO-rich assemblages. Finally, we show that the IR active low vibrational frequencies are sensitive to the structure and could provide an efficient experimental route for identifying and characterizing materials with very low thermal conductivity.  The results are in the paper, while the repository contains the structures of all of the related structures used in the lattice and molecular dynamics calculations.
description: Lattice Dynamics folder contains the Input files to calculate the PDOS using Phonopy.

Molecular Dynamics folder contains the structures minimized at 500K using the LAMMPS code.
description: Further relevant documentation may be found in the following resources.

https://www.lammps.org/

   Yeandel, S. R., Molinari, M., and Parker, S. C.,  2016.   Nanostructuring perovskite oxides: the impact of SrTiO3 nanocube 3D self-assembly on thermal conductivity.    RSC Advances, 6(115), 114069-114077.  Available from: https://doi.org/10.1039/c6ra23887d.