cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15125/bath-00373
title: Sulfur and oxygen impurities in ReSe2: symmetry breaking and local vibrational modes

description: This dataset supports the publication "Identifying light impurities in transition metal dichalcogenides: the local vibrational modes of S and O in ReSe2 and MoSe2".  It contains shell scripts for running Quantum Espresso code and the original spectroscopic data in Origin Project (.opj) file format.
description: Raman spectroscopy as described in the Methods section of the associated publication: https://researchportal.bath.ac.uk/en/publications/6ae96ef2-7f3f-4712-8cec-a622f6fcff11
description: The Origin Project (.opj) files were created in Origin 2016, and may be viewed with the Origin Viewer application: https://www.originlab.com/.

The shell scripts require BASH, a Message Passing Interface (MPI) implementation, and Quantum Espresso (http://www.quantum-espresso.org/); some variables within the scripts hold path names that must be adjusted according to circumstance.
description: Further relevant documentation may be found in the following resources.

   Hart, L., Webb, J., Murkin, S., Wolverson, D., and Lin, D.-Y.,  2017.   Identifying light impurities in transition metal dichalcogenides: the local vibrational modes of S and O in ReSe<sub>2</sub> and MoSe<sub>2</sub>.    npj 2D Materials and Applications, 1.   Available from: https://researchportal.bath.ac.uk/en/publications/identifying-light-impurities-in-transition-metal-dichalcogenides-.
DOI: 10.15125/bath-00374
title: Data Supporting "Metadata for Research Data Discovery and Management"

description: This dataset contains the University of Bath research data metadata schema and mappings to other schemas (EPrints, DataCite, Pure, DDI and JSON-LD Google Datasets) used in the Research Data Archive.
DOI: 10.15125/bath-00375
title: How do children and their families react following a traumatic event?

description: Anonymised interview transcripts and questionnaire data from parents of children aged 6 to 16 years who had experienced a potentially traumatic event in Khayelitsha, Cape Town, within a two-year time period.
description: Qualitative semi-structured interviews
DOI: 10.13145/bacdive1867.20240510.9
title: Brevibacterium marinum Lee 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00376
title: Data supporting: "Microwave-assisted deep eutectic-solvothermal preparation of iron oxide nanoparticles for photoelectrochemical solar water splitting"

description: This dataset contains freely-available raw data in support of the named article (10.1039/C7TA02078C), including data from powder X-Ray diffraction, magnetometry measurements, Raman spectroscopy, wide-angle X-Ray scattering performed at the I22 beamline of Diamond Light Source, and photoelectrochemical measurements.
description: WAXS: Data were collected on pure, and heat-treated DES samples, using the wide-angle detector at the I22 instrument of Diamond Light Source, UK. Samples were measured in glass capillaries at 30 C.

XRD: Diffraction data of the prepared powders were collected using a Bruker D8-ADVANCE instrument provided by the University of Bath CCAF.

Magnetometry: M(H) and M(T) measurements  of the prepared solids were made using either a Quantum Design PPMS Vibrating Sample Magnetometer, or a Quantum Design MPMS-XL SQUID Magnetometer.

Photoelectrochemistry: PEC measurements were made of the prepared photoanodes using an in-house solar simulator and a three-electrode cell.

Full details of data collection methodology are given in the article.
description: WAXS data were treated using the DAWN software suite, with the following processing steps performed: 
- Detector calibration
- Masking
- Calculation of errors
- Azimuthal reduction (I vs q reduction)
- Division by I(t) (Transmitted intensity)
- Multiplication by I(0) (Primary beam intensity)
- Background subtraction

No significant processing steps can be reported for the other data givenhere, other than basic background subtraction (XRD), and normalisation to either the sample mass (magnetometry measurements) or the sample area (PEC measurements)
description: Where possible, all data has been provided as tab-delimited text files. Due to the large volume of data, the magnetometry data has been provided as a collection of Microsoft Excel sheets.
DOI: 10.13145/bacdive1868.20240510.9
title: Brevibacterium album Tang et al. 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00377
title: Dataset for "The ABC model of recombination reinterpreted: impact on understanding carrier transport and efficiency droop in InGaN/GaN light emitting diodes"

description: The Excel files in this dataset contain the raw data (as measured) for the results/graphs presented in the manuscript "The ABC model of recombination reinterpreted: impact on understanding carrier transport and efficiency droop in InGaN/GaN light emitting diodes". These measurements are of the optical power emitted from the light emitting diodes (LEDs) described in the manuscript for a range of applied forward bias currents at room temperature.
description: As specifed under sub-heading "EXPERIMENTAL METHODS" of the associated paper.

The data were obtained from measurements over a user-defined range of current of the light output power obtained using an integrating sphere (Newport) placed circa 5mm above to enable the LEDs (probed on-wafer) using low-profile probes to connect devices to a pulsed current source (Keithley 2600B).  

The measurement system was computer controlled via LabView. Full details of the InGaN/GaN sample structures, their growth by MOVPE and subsequent fabrication into working LEDs and the methods used in their characterisation are described on the second page of the article.  Further information, if needed, can be obtained from the corresponding author.  

The data presented in figures 2, 3 and 4 of the paper are direct measurements of the light output power for different pulsed forward bias currents, these graphs being widely known as L-I curves, with the plotted data having been selected as "typical" from the 3 Excel files in this dataset.  The data presented in figures 5(a), 5(b) and 5(c) was obtained via a standard, commercially available 3rd order curve fitting procedure from these typical L-I curves.  

Excel file "6.2 C6010 to 20 before Ni long matched to short pulse abc analysis data blue shift corrected6_v2.xlsx" contains a comprehensive archive of all results obtained by this curve fitting process for all the devices studied in carrying out this work.
description: As specifed under sub-headings "EXPERIMENTAL METHODS" and "REVISED ABC MODEL" of the associated paper.
description: The equipment used and the methods of its use is fully described under sub-heading "EXPERIMENTAL METHODS" of the associated paper.
description: Further relevant documentation may be found in the following resources.

   Hopkins, M. A., Allsopp, D. W. E., Kappers, M. J., Oliver, R. A., and Humphreys, C. J.,  2017.   The ABC model of recombination reinterpreted: Impact on understanding carrier transport and efficiency droop in InGaN/GaN light emitting diodes.    Journal of Applied Physics, 122(23), 234505.  Available from: https://doi.org/10.1063/1.4986434.
DOI: 10.15125/bath-00378
title: Data for "An empirical assessment of sector-level exergy analysis"

description: Detailed results relating to the study "An empirical assessment of sector-level exergy analysis": (i) Comparison of strength of relationship between energetic improvement potential and historic efficiency improvement in industrial sectors with strength of relationship between exergetic improvement potential and historic efficiency improvement; (ii) Comparison between exergy consumed directly by sectors and that embodied in their inputs; (iii) Comparison between exergy efficiency improvement and exergy productivity improvement of sectors.
description: Additional details may be found within the file (Excel spreadsheet,  "Notes" sheet) and within the associated paper: Cooper, S., Hammond, G. and Norman, J., 2017. An empirical assessment of sector level exergy analysis. Energy Procedia. Post-print available from https://researchportal.bath.ac.uk/en/publications/an-empirical-assessment-of-sector-level-exergy-analysis
DOI: 10.13145/bacdive1869.20240510.9
title: Brevibacterium ravenspurgense Mages et al. 2009 emend. Bernard et al. 2016

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00379
title: Dataset for - Continuous Production of Cellulose Microbeads via Membrane Emulsification

description: Primary data relevant to figures 3 and 4 in the quoted references (10.1021/acssuschemeng.7b00662). The data for figure 3 consists of laser scattering data expressed as volume percents consisting of three runs per sample. The data for figure 4 is mechanical compression data detailing the force required to compression a sample by a certain percentage.
description: The data represented in figure 3 was collected via particle sizing of the formed aqueous microbead dispersions. Each sample was subject to three data collection runs and an average take. The data is expressed as a volume percent. 

The mechanic compression data collected to produce figure 4 was produced from 10 repeats on beaded samples of varying crosslinking.
description: All data was processed in excel 2016
DOI: 10.13145/bacdive1871.20240510.9
title: Brevibacterium sandarakinum Kämpfer et al. 2010 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00381
title: Data from "A bodipy based hydroxylamine sensor"

description: This repository contains the experimental data discussed in the manuscript. Including, 1H NMR, 13C NMR (FID and PDF) and Mass Spectra for all the intermediates (A-H); probe 1; the hydroxylamine nitrone cyclic product; N-Methylhydroxylamine cyclic product; N,O,-BocHydroxylamine alkyne and N-Hydroxylamine alkyne. Fluorescence analysis data of probe 1 including the hydroxylamine titration curve; selectivity data against other hydroxylamines; amines and amino acids, Fluorescence intensity changes for probe 1 as a function of time with increasing concentrations of hydroxylamine (time drive) and cell images.
DOI: 10.13145/bacdive1874.20240510.9
title: Mycoplana dimorpha Gray and Thornton 1928 emend. Urakami et al. 1990

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00384
title: The causal role of breakfast in energy balance and health: a randomized controlled trial in lean adults. ISRCTN31521726

description: Background: Popular beliefs that ‘breakfast is the most important meal of the day’ are grounded in cross-sectional observations linking breakfast to health, the causal nature of which remains to be explored under real-life conditions.
Objective: To conduct a randomized controlled trial examining causal links between breakfast habits and all components of energy balance in free-living humans.
Design: The Bath Breakfast Project is a randomized controlled trial with repeated-measures at baseline and follow-up amongst a cohort in South-West England aged 21-60 y with Dual-Energy X-Ray Absorptiometry (DXA)-derived fat mass indices ≤11 kg·m-2 (women; n=21) and ≤7.5 kg·m-2 (men; n=12). Components of energy balance (resting metabolic rate, physical activity thermogenesis, energy intake) and 24-h glycemic responses were measured under free-living conditions with random allocation to daily breakfast (≥700 kcal before 1100 h) or extended fasting (0 kcal until 1200 h) for 6 weeks, with baseline and follow-up measures of health markers (e.g. hematology/biopsies).
Results: Contrary to popular belief, there was no metabolic adaptation to breakfast (e.g. resting metabolic rate stable within 11 kcal·d-1), with limited subsequent suppression of appetite (energy intake remained 539 kcal·d-1 greater than fasting; 95%CI=157, 920). Rather, physical activity thermogenesis was markedly higher with breakfast than fasting (442 kcal·d-1; 95%CI=34, 851). Body mass and adiposity did not differ between treatments at baseline or follow-up and neither did adipose tissue glucose uptake or systemic indices of cardiovascular health. Twenty-four hour glycemia was more variable during the afternoon/evening with fasting than with breakfast by the final week of intervention (2%; 95%CI=0.1, 8). 
Conclusions: Daily breakfast is causally linked to higher physical activity thermogenesis in lean adults, with greater overall dietary energy intake but no change in resting metabolism. Cardiovascular health indices were unaffected by either treatment but breakfast maintained more stable afternoon/evening glycemia than fasting.
DOI: 10.13145/bacdive1878.20240510.9
title: Ochrobactrum anthropi Holmes et al. 1988

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00386
title: Dataset for "Continuously Tuneable Critical Current in Superconductor-Ferromagnet Multilayers"

description: Datasets underpinning the four Figures for "Continuously Tuneable Critical Current in Superconductor-Ferromagnet Multilayers" which is accepted for publication in Applied Physics Letters.
description: Further relevant documentation may be found in the following resources.

   Curran, P., Kim, J., Satchell, N., Witt, J., Burnell, G., Flokstra, M. G., Lee, S., and Bending, S.,  2017.   Continuously tuneable critical current in superconductor-ferromagnet multilayers.    Applied Physics Letters, 110(26).   Available from: https://researchportal.bath.ac.uk/en/publications/continuously-tuneable-critical-current-in-superconductor-ferromag.
DOI: 10.13145/bacdive1879.20240510.9
title: Ochrobactrum anthropi Holmes et al. 1988

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00385
title: Reprocell 500, Reprocell 300 and LD40 Polyurethane foam mechanical and characterisation tests October 2016 - April 2017

description: This dataset encompasses the first phase of experimentation concerning low and high density polyurethane foam, from October 2016 - April 2017. The data, along with SEM and stereo microscope images, forms the basis of two journal papers. Three types of commercially available polyurethane foam were analysed: Reprocell 500 (high density), Reprocell 300 (medium density) and LD40 (low density). Mechanical tests consisted of Compressive, flexural, shear, creep and drilling resistance. Material characterisation in this dataset encompasses XRD, FTIR, DMA and STA. The dataset also contains rheology tests done on the liquid components here at the University of Bath and on the curing, mixed high density Reprocell 500 foaming liquid conducted at Malvern Instruments.
description: Laboratory tests on material specimens.
description: Data processed in Microsoft excel.
DOI: 10.15125/bath-00387
title: Data concerning the hydrodynamic advantages of arching sea stars modeled in a hydraulics flume.

description: Arched and flat model sea stars were used in a recirculating flow hydraulics flume to assess flow velocities. Methods employed were: using a fluorometer to detect injected rhodamine dye, acoustic Doppler velocimeter to detect mean and shear velocities to a depth of 35mm above the substrate, DPIV using glass microspheres to detect velocities closer to the substrate.
description: The experimental work was undertaken in a unidirectional flow channel measuring 7.50 m long and 0.30 m wide. Flow rate was controlled using a pump and two depth-averaged flow velocities (flow velocity averaged over the entire depth of the water column) were investigated. These were 0.10 ms-1 and 0.25 ms-1 and corresponded to relatively “low” and "high” turbulence cases. A sluice gate located downstream of the experimental section was used to control the water depth, which was set at 0.15 m or 0.30 m during the experiment. 
Dye concentration was measured at four positions downstream of the model along the flume centreline using a Turner Designs C3 Submersible Fluorometer sampled at 1 Hz.
A Nortek Vector Acoustic Doppler Velocimeter (ADV) was used to obtain direct point measurements of flow velocity through the flume cross-section, a distance 80 mm downstream of the model centre (Fig. 2).  Measurements of all three velocity components (x – along-flume, y – cross-flume, z - vertical) were obtained for both depth-averaged flow velocities at 35 mm vertical intervals at three cross-flume measurement locations.  Velocity data was recorded for a 15 second period at each instrument location.
DOI: 10.15125/bath-00390
title: Dataset for "Mitigation versus adaptation: Does insulating buildings increase overheating risk?"

description: Dataset for journal article "Mitigation versus adaptation: Does insulating buildings increase overheating risk?". The dataset contains the summary simulation results of the building simulation parametric study (EnergyPlus v8.9) for overheating, natural ventilation and space heating demand (annual simulations with yearly indicators). The dataset contains the performance of all the buildings that combine the following parameters: dwelling types, insulation levels, thermal mass, window sizes, shading strategies, internal gains, window opening rubrics, algorithms, infiltration levels, building orientations and locations.
description: Parametric building simulations in EnergyPlus v8.9.
description: See `readme.txt`.
description: See `readme.txt`.
description: See `readme.txt`.
DOI: 10.13145/bacdive1882.20240510.9
title: Brucella grignonensis (Lebuhn et al. 2000) Hördt et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive1884.20240510.9
title: Brucella tritici (Lebuhn et al. 2000) 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-00392
title: Dataset for 'Mid-infrared 1 Watt continuous wave hollow-core fiber gas laser source'

description: This dataset contains all data and program code underlying the results presented in the paper of 'Mid-infrared 1 Watt continuous wave hollow-core fiber gas laser source'.

In the paper, we report the characteristics of a 1 Watt hollow-core fiber gas laser, emitting continuous-wave in the mid-infrared. Our system is based on an acetylene-filled hollow-core optical fiber, guiding with low losses at both the pump and laser wavelengths and operating in the single-pass ASE regime. By systematic characterization of the pump absorption and output power dependence on gas pressure, fiber length and pump intensity, we determine that the reduction of pump absorption at high pump flux and the degradation of gain performance at high gas pressure necessitate the use of increased gain fiber length for efficient lasing at higher powers. Low fiber attenuation is therefore key to efficient high-power laser operation. We demonstrate 1.1 Watt output power at 3.1 µm wavelength by using a high-power EDFA pump in a single-pass configuration, approximately 400 times higher CW output power than in the ring cavity previously reported.

In the dataset, 

1. Figure_1_original_absorption_intensity_strength_from_HITRAN.csv contains the orignal downloaded data from HITRAN database. MATLAB code is to convert the absorption intensity to the spectral transmittance per meter in fig.1.

2. Figure_2_b_EDFA_spectrum.csv contains the measured EDFA output spectrum at maximum amplification to generate fig.2 (b).

3. Figure_2_c_fiber_attenuation.csv contains the attenuations of fiber used in this paper, to generate fig.2 (c).

4. Figure_3_b_on_off_resonance_absorption_spectra.csv contains the transmission spectra across the whole pump spectrum, when on and off resonance measured by OSA at the end of fiber. The incident power is 40 dBm for both conditions.

5. Figure_3_c_side_scattering_slopes.csv contains the measure on and off absorption spectra, in unit of dB at various fiber length positions.

6. Figure_4_a_incident_power_laser_output.csv contains measured incident powers and output powers for various pressure in 15 m fiber length.

7. Figure_4_b_absorbed_power_laser_output.csv contains measured absorbed powers and output powers for various pressure in 15 m fiber length.

8. Figure_5_slope_efficiency_and_threshold.csv contains all data to generate fig.5 (a) and (b), including measured slope efficiencies, corresponding maximum absorbed pump power and absorbed pump threshold power for 15m and 6 m fiber lengths and various pressures. 

9. The program to simulate the 1 meter transmission in acetylene gas of 1 mbar is included in the MATLAB script file theoretic_absorption.m.
DOI: 10.15125/bath-00397
title: Computational Dataset for "Reversible Magnesium and Aluminium-ions Insertion in Cation-Deficient Anatase TiO2"

description: This dataset contains the computational data and analysis for the paper "Reversible Magnesium and Aluminium-Ions Insertion in Cation-Deficient Anatase TiO2" (https://doi.org/10.1038/nmat4976).

The repository contains:  
1. Input and output files for the DFT calculations, performed using VASP. This is detailed below in the Data section.
2. A `vasp_summary` script, that collects the relevant VASP data into a file `F-TiO2_intercalation_data.yaml`.
3. A Jupyter notebook, `F-TiO2 intercalation energies.ipynb`, containing the data analysis, and code for plotting intercalation energies.

2 and 3 both depend on the vasppy Python module (https://github.com/bjmorgan/vasppy, https://doi.org/10.5281/zenodo.801663), available under the MIT licence.
description: All calculations were performed using VASP 5.3.5. Input files for each calculation are contained within the dataset.

For further details, please see the associated paper, available at
http://opus.bath.ac.uk/57334/.
description: Relevant data (energies of optimised structures) were extracted using the included `vasp_summary`. Intercalation energies and voltages were calculated with the included Jupyter notebook. Both steps use the `vasppy` Python module, available at https://github.com/bjmorgan/vasppy.
DOI: 10.15125/bath-00398
title: All-fibre pseudo-slit reformatters

description: Collected data and code used for the results presented in the paper All-fibre pseudo-slit reformatters
description: An IR camera (Xenics XEVA -927) used and the near- and far- field intensity patterns were collected. Images were processed using the uploaded code.
description: Matlab code for analysing the NF and FF intensity patterns captured using the IR camera. The code plots the x and y intensity profiles of all NF and FF patterns and calculates the centroid drift for each direction.
description: Further relevant documentation may be found in the following resources.

   Yerolatsitis, S., Harrington, K., and Birks, T. A.,  2017.   All-fibre pseudo-slit reformatters.    Optics Express, 25(16), 18713.  Available from: https://doi.org/10.1364/oe.25.018713.