cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15125/bath-01017
title: Dataset for "Bottom-Up Cubosome Synthesis Without Organic Solvents"

description: This dataset contains processed SAXS data for mixtures of phytantriol with different diluents, and also following bottom-up synthesis of cubosomes. This data was collected to demonstrate the phase formations of phytantriol under different conditions.
description: SAXS data was collected on an Anton-Parr SAXSpoint 2.0.
description: SAXS data was collected on an Anton-Parr SAXSpoint 2.0, using an SDD of 556.9mm. The instrument is known to have a single dead pixel which sometimes results in an anomolous single-point peak.
DOI: 10.13145/bacdive2377.20240510.9
title: Cellulomonas soli Hatayama et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01021
title: Dataset for "On the optimisation of urban form design, energy consumption and outdoor thermal comfort using a parametric workflow in a hot arid zone"

description: This dataset supports the study on the investigation of urban form design parameters and their relationship to outdoor thermal comfort and energy consumption in Cairo, Egypt. The study utilises Grasshopper for Rhino3D to manage parametric combinations of the urban geometry (Documentation video "Typologies") as such it uses the Ladybug-tools plugins which link Grasshopper with EnergyPlus for energy simulations (Documentation video "Simulation"). The CSV data file includes the input geometrical parameters (prefixed "IN:") and the corresponding output thermal comfort and energy use (prefixed "OUT:").
description: TT-Toolbox Colibri Iterator was used to run the simulation of each geometrical configuration consecutively. Upon each run, EnergyPlus calculated the total energy (cooling, lighting electricity and equipment) loads as well as the outside surface temperatures which in turn are used as part of the thermal comfort estimation. Upon each iteration, the Colibri plugin exported the results to the CSV file.
description: Rhinoceros V.6 Service Release 29
Grasshopper Build 1.0.0007
Ladybug V.0.0.69 Honeybee V.0.0.66
DOI: 10.13145/bacdive2378.20240510.9
title: Oerskovia turbata (Erikson 1954) Prauser et al. 1970 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-01023
title: Dataset supporting the paper: High trait anxiety enhances optimal integration of auditory and visual threat cues

description: This dataset includes data on behavioural outcomes for the audiovisual emotion recognition tasks used in the publication, "High Trait Anxiety Enhances Optimal Integration of Auditory and Visual Threat Cues". In this study the authors investigated perception of happy, sad and angry emotions within unimodal (audio- and visual-only) and audiovisual displays in adults with low vs. high levels of trait anxiety. The data is organised to facilitate replication of the analyses carried out in the aforementioned study, which includes two model-based analyses to elucidate how multisensory integration of emotional information operates in high trait anxiety. This was done by comparing performance in the audiovisual condition for both high and low trait anxiety groups to performance predicted by the Maximum Likelihood Estimation (MLE) model (Ernst & Banks, 2002; Rohde et al., 2016) and Miller’s Race Model (Miller, 1982; Ulrich et al., 2007). Data included in this dataset has already been pre-processed (i.e., univariate outliers have already been identified and dealt with).
description: This dataset contains data for behavioural outcomes from the audiovisual emotion recognition task described in the paper: "High Trait Anxiety Enhances Optimal Integration of Auditory and Visual Threat Cues". Participants made emotional judgements about dynamic face and voice stimuli, having to classify them as being either happy, angry or sad by a making a speeded key press. The task included three different stimulus modality conditions: visual-only (faces), audio-only (voices) and audiovisual (faces and voices together). The stimuli were approximately 500ms long and visual noise was added to the central face region of the videos by the addition of a Gaussian blur. 

Participants were screened before they were recruited in the study such that only individuals with a trait anxiety score of 37 or below (low anxiety group) and 48 or above (high anxiety group) were included. The trait subscale of the Spielberger State-Trait Anxiety scale was used to measure trait anxiety.
description: All the data in this dataset has been anonymised prior to sharing. Univariate outliers were identified as datapoints lying more than +/- 3 times the value of the interquartile range from the median value. Outliers have been winsorized prior to sharing (i.e. replaced with the next most extreme non-outlier value in the dataset).
description: Analyses of violation of the race model inequality were carried out using the RMITest software which implements the algorithm described in Ulrich et al. (2007).
description: Information on the layout of the data has been provided in the README sheet in each Excel spreadsheet file.
DOI: 10.13145/bacdive2380.20240510.9
title: Oerskovia enterophila (Jáger et al. 1983) Stackebrandt et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01039
title: Dataset for 'Crack growth and closure in cementitious composites: monitoring using piezoceramic sensors'

description: The Data in this spreadsheet is pertinent to the study  in the paper titled ' Crack growth and closure in cementitious composites: monitoring using piezoceramic sensors’.
The spreadsheet contains the real part of the electrical impedance of Lead Zirconate Titanate PZT sensors, which were attached to the surface of different mortar samples. 
The samples are numbered Sample 1, 2, 3, 4 and 5, and the PZT are either donated PZT (C), which are close to the crack location or denoted PZT (S), which are further away from the crack location.
For sample 5, only PZT (C) was monitored, therefore the data in the data set for this sample is only for PZT (C).
description: Throughout both a three-point bending damage senario, and a compressive loading recovery senario, the Impedance response of mortar samples was collected through surface attached PZT sensors. The impedance response was collected at discrete loading points.
The voltage used to actuate the PZT sensors was 2 V, and the impedance signature was collected in the frequency range of 15 – 350 kHz. 1000 points were collected in each sweep and a PC was used to both control the impedance analyser and to collect the data.
The purpose of this experiment was to demonstrate that both cracking and recovery, healing, can be detected by using the electromechanical impedance method by using surface attached PZT sensors.
description: The impedance response of the PZT sensors was collected with a Newtons4th PSM 3750 frequency analyser (Newtons4th Ltd., Leicester, UK) interfaced with an impedance analyser. The impedance analyser was connected to the PZT sensors through 50 Ω coaxial cables, which were connected at one end to the impedance analyser, and the other end connected to the wires which were soldered to the PZT sensors.
description: The data is in a spreadsheet, which composed of nine sheets. Each sheet contains the impedance response of one surface attached PZT through different loading values, collected at the frequency range 15 kHz- 350 kHz.
The sheets were named as follow:
Sample 'N'-PZT ('L'), in which:
'N': refers to the sample number.
'L' : refers to the PZT sensor location, which takes either the value of 'C' or 'S' , which are near centre or near support respectively.
DOI: 10.13145/bacdive2381.20240510.9
title: Oerskovia paurometabola Stackebrandt et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01036
title: Dataset for "Stratification in a Reservoir Mixed by Bubble Plumes under Future Climate Scenarios"

description: Datasets used for the paper "Stratification in a reservoir mixed by bubble plumes under future climate scenarios". This includes models results from Blagdon Lake with both observed weather data and the downscaled future climate data.  These runs cover five year intervals from 2030 to 2080 as well as 2017.  These weather datasets are also given along with the scripts required to downscale the future data. Observations from Blagdon Lake from Late May to Early September 2017, including a heatwave from 2017.
description: Two temperature chains were deployed within Blagdon Lake from May to September in 2017. These recorded every 10 munities at a meter resolution. These were anchored with weights to prevent drifting and with a floatation device at the surface to keep the rope taught. These were deployed and recovered via boats.
description: Data files produced form AEM3D were processed in MATLAB
description: MATLAB or other software that can read .mat files is required to read the results. 

The 2018 version of AEM3D was used to run the models.
description: The Model results are saved inside of MATLAB structure called "Data" within each of the saved model run mat files. This includes all the model outputs saved from the model.
DOI: 10.13145/bacdive2382.20240510.9
title: Oerskovia jenensis Stackebrandt et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01042
title: Dataset for "Cold Housing in Central Mexico: Environmental Dissatisfaction and Underheating Lowers Self-Perceived Health in Central Mexico"

description: This dataset contains the data analyzed in the study "Cold housing in Mexican homes", which focuses on studying the internal environments of dwellings in Mexico (especially during the cold season), creating retrofitting solutions to raise internal temperatures. The data included are monitored for eleven months (March to February) with sensors, the results of health surveys applied during the fieldwork stage, and the dynamic simulations undertaken in the Design-Builder software.
description: Data were collected using DS18B20 sensors temperature sensor (−10 to +85 ° C> ± 0.5 ° C) and the RHT03 humidity sensor (0 to 100%> ± 2% ) attached to a raspberry pi microcomputer. They were placed in the participating houses for eleven months. Health data was obtained through surveys applied during site visits. Finally, the simulated data was created through dynamic simulations in the Design builder software.
description: DS18B20 sensors temperature sensor (−10 to +85 ° C> ± 0.5 ° C) and the RHT03 humidity sensor (0 to 100%> ± 2% ) attached to a raspberry pi microcomputer.
DOI: 10.13145/bacdive2385.20240510.9
title: Actinotalea fermentans (Bagnara et al. 1985) Yi et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01043
title: Dataset for paper entitled "A Frequency Modulation-Based Taxel Array: A Bio-Inspired Architecture for Large-Scale Artificial Skin"

description: Datalogs acquired during experiments related the article "A Frequency Modulation-Based Taxel Array: A Bio-Inspired Architecture for Large-Scale Artificial Skin." These datasets contains both raw data e.g. FM mixed signals generated by the electronic architecture and processed signals e.g. reconstructed demodulated signal.

The files are similarly named in pairs e.g. File1XX.txt and FileFM1XX.txt containing the processed data and mixed FM respectively. Another file per pair complements these files providing the list of main variable used (e.g. sampling rate, filters, decimation) and are named as Metadata_File1XX.txt. Two other files are included File1static8k.txt and File1static23k.txt used to generate the input/reconstruction image of the article.

These data are collected to assess the performances of the proposed architecture.
description: The hardware used comprises of Hall-effect sensors, FM encoding architecture, NI compact rio acquisition module and Labview processing.
A magnet was used to trigger sensor response and the encoding architecture modulated the signal into FM. The NI 9775module was used to sample this analogue signal that was then modulated using realtime system built-in in the Compact RIO. FM and demodulated signal were logged (datasets).
DOI: 10.13145/bacdive2386.20240510.9
title: Paraoerskovia marina Khan et al. 2009 emend. Schumann et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01045
title: Dataset for "A parametric optimisation study of urban geometry design to assess outdoor thermal comfort."

description: This dataset supports the study on the effect of urban geometry parameters, namely, building heights (H), street widths (W), aspect ratio (H/W) and orientation on the outdoor thermal comfort conditions in Cairo, Egypt. The study uses Grasshopper for Rhino3D and its environmental plugins, Ladybug-tools, to analyse thermal comfort represented by the Universal Thermal Climate Index (UTCI) of multiple geometry configurations. The data files include the input parameters (prefixed "in:"), processed data and the output UTCI (prefixed "out:") in each phase of the study.
description: TT-Toolbox Colibri Iterator was used to iterate the simulation of each geometrical configuration consecutively. Upon each run, EnergyPlus calculates the outside surface temperatures, which are used as part of the Mean Radiant Temperature (MRT) calculation. Ladybug-tools plugins were used to agglomerate the data streamed from EnergyPlus and the Urban Weather Generator to estimate the UTCI. Upon each iteration, the Colibri plugin exported the results to a CSV file.
description: Rhinoceros V.6 Service Release 29
Grasshopper Build 1.0.0007
Ladybug V.0.0.69 Honeybee V.0.0.66
DOI: 10.15125/bath-01046
title: Dataset for "Spatial periodicities inside the Talbot effect: understanding, control and applications for lithography"

description: This dataset contains the data used to create the figures within the article "Spatial periodicities inside the Talbot effect: understanding, control and applications for lithography" by Pierre Chausse and Philip Shields.

The data comprises one-dimensional and two-dimensional data showing the spatial variation of the light intensity behind grating masks that are illuminated with collimated 375 nm optical radiation. The grating mask period has been varied from 600 nm to 1200 nm.
description: A MATLAB computer model was developed to simulate the operation of a DTL machine in which the light source is a 375 nm UV laser. An optical system generates a plane wave illuminating a conventional lithography mask at normal incidence so that the light arriving at the mask is homogeneous, unpolarised, and in phase. The complex electric field is derived using Fast Fourier Transform (FFT) of the electric field of the mask. As periodic masks are mandatory for DTL, periodic boundary conditions can be applied. Contributions from the different mask regions, propagating behind it, are given amplitudes of 1 and 0 for a chrome amplitude mask, and 1 and -1 for a phase mask. The integration of the three-dimensional light known as the Talbot carpet is then performed. The electric field is multiplied by its conjugate to obtain the surface light intensity.
description: The simulations were performed within MATLAB.
description: Within the main .rar file, each figure has its own compressed .rar file. In each of these, the final figure in .jpg is included, along with the source figure or subfigures in both .tif and MATLAB proprietary .fig formats. The underlying data has also been exported in CSV format.

In the data folder for figure 1, there are two CSV files:
- x.csv corresponds to the x-axis value for each curve;
- y.csv contains the values of the different spatial periodicity, where NaN means no value.

For all the other figures, each subfigure is accompanied by two or three CSV files:
- x.csv is the x-axis points value;
- y.csv is the y-axis points value;
- Data.csv corresponds to the matrix data, where applicable.
DOI: 10.13145/bacdive2387.20240510.9
title: Paraoerskovia marina Khan et al. 2009 emend. Schumann et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01047
title: Dataset for "Site-specific symmetry sensitivity of angle-resolved photoemission spectroscopy in layered palladium diselenide"

description: PdSe$_2$ is an emerging 2D transition-metal dichalcogenide with band gap ranging from $\sim 1.3$~eV in the monolayer to a predicted semimetallic behavior in the bulk. Our measurements reveal the semiconducting nature of the bulk. Furthermore, constant binding-energy maps of reciprocal space display a remarkable site-specific sensitivity to the atomic arrangement and its symmetry. This dataset contains details necessary to reproduce the supporting density functional theory calculations within the associated publication. It also contains the raw experimental ARPES data.
description: Plane wave density functional theory self consistent field calculations of electronic band structure.

Angle-resolved photoemission spectroscopy at the Spectromicroscopy beamline of the Elettra synchrotron.
description: Quantum Espresso input files necessary to obtain orbital projections as a function of in-plane momentum for bulk PdSe2. For interpretation of these input files, see the Quantum Espresso documentation. For a key to the naming and contents of the output files, see the documentation for Quantum Espresso routine projwfc.x
description: Quantum Espresso version 6.7 (GNU open source licence). See https://www.quantum-espresso.org/

Beamline software (IGOR macros) local to Spectromicroscopy at Elettra are required to process the experimental data.
description: All files are plain text.
DOI: 10.15125/bath-01049
title: Data set for "Self-assembly of ionic and non-ionic surfactants in type IV cerium nitrate and urea based deep eutectic solvent"

description: This is the dataset for cationic  surfactants dodecyl trimethylammoniumnitrate/bromide (C12TANO3/C12TAB), anionic surfactant sodium dodecyl sulfate (SDS), and non-ionic surfactants hexaethylene glycol monododecyl ether (C12EO6) and octaethylene glycol monohexadecyl ether (C16EO8) in a Type IVDES comprising the metal salt cerium (III) nitrate hexahydrate and urea in the ratio 1:3.5.
The folder contains data from the SANS measurements along with the fits, tensiometery measurements used to calculate the cmc and the characterization data including the DSC and viscosity measurements.
description: Small Angle Neutron Scattering Measurements were carried out at room temperature on SANS2D instrument at the ISIS Pulsed Neutron and Muon Source, UK (RB1920676)
Differential scanning calorimetry (DSC) measurements to determine the melting/transition temperature of the neat DES were carried out on a TA Instruments DSC-Q20 differential scanning calorimeter.  
The viscosity of the DES was measured using a TA Instruments HR-3 Discovery  Hybrid  Rheometer operating in flat plate geometry with Peltier temperature control. Room temperature viscosity data for the DES was obtained for applied shear rate ranging from 0.1−100 1/s at 25C the temperature sweep data was measured at shear rate of 1 1/s for temperature ranging from−10C to 40C.
description: The SANS data was fitted using SasView software and plotted in Igor 6.3
DOI: 10.13145/bacdive2388.20240510.9
title: Sediminihabitans luteus Hamada et al. 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01053
title: Dataset for: Does design-for-deconstruction increase upfront embodied carbon? Life cycle assessment of a deconstructable building

description: The dataset has been prepared to summarise the life cycle inventory that has been developed to describe the environmental impacts of the building used as a case study for the study. The life cycle inventory has been prepared by completing a material take-off from the as-built drawings and material specifications for the building. The material take-off has been used to develop quantities and material specifications that can be used to represent the building without knowing the exact details of the building.
description: The information presented in the dataset was gathered using a material take-off of the material specifications and as-built construction drawings for the case study building located in Swansea, UK. The dataset can be used to develop a model that can be used to perform a life cycle assessment to evaluate the environmental impacts of the case study building.
description: The dataset is based on the use of ecoinvent version 3.6. The ecoinvent processes used to describe the materials in the inventory can be used to represent the life cycle inventory in other life cycle assessment databases.
description: The LCI has been structured as described in the Readme file.
DOI: 10.13145/bacdive2395.20240510.9
title: Chlorobaculum tepidum (Wahlund et al. 1996) Imhoff 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive2396.20240510.9
title: Chlorobaculum limnaeum Imhoff 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-01057
title: Dataset for "Coherency of Lightning Sferics"

description: The dataset contains data and code underlying figures that illustrate an event selection process for lightning sferics with an example of 650 km group events. The data includes both amplitude waveform bank and coherency waveform bank data; coherency of different frequency components data of 190 km; simulated impulse detection cases data; and waveform comparison data. The code folder contains the code used to produce these figures in the associated publication.
description: The full details of the methodology used are contained in the manuscript associated with this dataset.
DOI: 10.15468/dl.vptz5s
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphinx constricta Butler, 1885"
 ]
}

 The dataset includes 55 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022835-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13145/bacdive2398.20240510.9
title: Chlorobaculum thiosulfatiphilum Imhoff 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.