Anonymised dataset and codebook for 50 participants who took part in the amBITION trial (Brief Talking Therapies on Wards; ISRCTN37625394)

Ice surfaces are characterized by pre-melted quasi-liquid layers (QLLs) which mediate both crystal growth processes and interactions with external agents. Understanding QLLs at the molecular level is necessary to unravel the mechanisms of ice crystal formation. Computational studies of the QLLs heavily rely on the accuracy of the methods employed for identifying the local molecular environment and arrangements, discriminating solid-like and liquid-like water molecules. We compared the results obtained using different order parameters to characterize...

The following dataset consists of a spreadsheet file containing survey data from the second-stage of the Protecting Children at a Distance study. The study utilised a two-stage modified Delphi methodology to elicit responses from safeguarding leaders from all professional disciplines involved in child safeguarding and protection. The first stage, which took place between June and September 2020, comprised 67 interviews with London-based safeguarding and child protection leaders within seven professional groups: Children’s Social Care, Health,...

Society has a strong, complex and long-term relationship with waste materials and much can be learned about behaviour from examining it. The ability to deduct activities from litter is a testament to the significance of post-consumption analysis, facilitated by the ability for litter to maintain its identity long after it has been disposed of. This study focuses on littered items to identify which consumption activites contribute the most. Data within are an excel document which...

Litter has a high potential for transport through aquatic environment, rivers and oceans are repeatedly found to not only contain, but displace large quantities of litter. Pathways of litter from land to rivers are far more complex, and exact data on land-based transport methods and levels of contribution is often left to speculation. Facilitating factors of land-based transport are theorised to include the weight and material composition of the item, the incline of the terrain...

This dataset describes the results from a prescreened survey of 663 participants describing their experiences with unfair treatment caused by automated computational systems. After cleaning, the dataset contains a list of 620 participant quotes and their demographics in an Excel spreadsheet.
The data describes experiences by users who are faced with automated decisions, strategies for harm reduction, and perceptions of fairness and discrimination. The data also includes questions on participants' self-perceived technical literacy, and...

Research data supporting "Modelling and mitigating flux jumps in bulk high-temperature superconductors during quasi-static, high-field magnetisation." The dataset related to this publication ("Modelling Mitigating Flux Jumps Dataset 27-9-22.xlsx") can be opened in Microsoft Excel.
Sheet 1: FCM 77K - Fig 3 Data from figure 3 of the manuscript, showing the trapped magnetic flux density (numerical and experimental), with radius of the bulk, measured from the top surface of the top-bulk. Numerical data generated by...

Litter items are incredibly diverse and can range from inert items such as nut shells to highly toxic cigarette ends. Litter however is referred to as a common collective, with no distinction between level of impact associated with their presence. As a result, the Litter Impact Index was constructed, which collates measures of toxicity, tenacity, threat and transportability, to establish a singular value to score level of harm associated with commonly littered items. Data within...

Localized ECG at PCG Auscultation Sites including Respiration Data description: All the data were saved in ‘.mat’ format, and the sampling frequency was 20kHz. There are 12 folders including 12 subjects’ data. In each folder, there are 4 .mat files, named as 2-A, 1-AM, 1-AP, and 1-AT. ‘2’ and ‘1’ means experimental stage I and stage II. ‘A’, ‘P’, ‘T’, and ‘M’ means the measured auscultation sites. ‘AM’ means both two sites PCG and ECG...

This dataset is anonymised participant data collected at baseline and follow up for the GODDESS study. It comprises clinical and questionnaire (behavioural and psychological) data. A key to the data is provided on sheet 2.

Supplementary Material to: Desert dunes transformed by end-of-century changes in wind climate, by Andreas C.W. Baas & Lucie A. Delobel, Department of Geography, King’s College London, London, UK. Matlab matrices storing the arid zone survey recordings for each dune type in approximated areal extent category (1=loca, 2=sparse, 3=partial, 4=full) for each HadGEM3-GC31-MM (N216) model grid cell. Each matrix is oriented in traditional map mode, with top-to-bottom rows spanning latitudes from +90° to -90° and left-to-right...

This file contains source code and dataset of paper "A Probabilistic Model of Activity Recognition with Loose Clothing". This paper proposes a probabilistic model and verifies it in a physical realisation and a real human activity recognition task. The experiment result shows that this model can be used to predict the performance of activity reignition in different situations. This study is also the first to suggest that fabric movement can be beneficial to activity recognition...

All raw data and analysis from Browne et al. 'Rapid presynaptic maturation in naturally regenerating axons of the adult mouse olfactory nerve' Cell Reports 41:111750 https://doi.org/10.1016/j.celrep.2022.111750
Includes image files (Zeiss .lsm), exported text files from electrophysiological recordings (.xls/.csv), matlab analysis scripts (.m; note scripts for image analysis of glomerular coverage are in the 'Figure 1' folder, with usage instructions), and statistical analyses (Prism .pzf).
All data are summarised in the stand-alone 'Cell reports...

This dataset was used in the preparation of the manuscript "Visualising Varnish Removal for Conservation of Paintings by Fluorescence Lifetime Imaging (FLIM)". The dataset contains the raw measurements and processed outputs of measurements of painting sample cross-sections. These cross-sections have been mounted in resin and imaged using a 4X 0.1 NA air objective on a FLIM microscope equipped with a SPAD camera. The data set contains the raw measurement on the cross-sections The raw data...

This repository contains active/passive voice sentences and their sentence embeddings. The repository also contains the code used to generate these files. The file "active_passive_full_cleaned.tsv" has two columns (for active/passive voice) and 472635 rows, because it contains that many sentence pairs. The corresponding file of sentence embedding vectors is "active_passive_embedding_full.npy". It contains a numpy array of shape (472635, 2, 384). 472635 sentences, two columns for active/passive voice, and the embedding dimension of each sentence is 384....

The data set includes:
WP1 the catalogue & landing page research database - with 3 sheets: 1. the main catalogue database, which combines the Lumiere database with the titles added in from the JustWatch research, plus colums to indicate which titles were found during the LPR; 2. a list with titles found during the landing page research; 3. a list with findings from the JustWatch research; (See Catalogue and Landing Page Research– this is...

This datasets contains cardiac MRI images for 20 patients post-coarctation repair. For each patient 2 images of cardiac geometry, and 2-3 phase-contrast flow images are available. This data is suitable for pulse wave velocity measurements. All data is acquired under ethics 09-H0802-78 as approved by the London - Westminster research ethics committee, and has been fully anonymised.Related publication - Van Engelen, Arna, Silva Vieira, Miguel, Rafiq, Isma, Cecelja, Marina, Schneider, Torben, de Bliek, Hubrecht, Figueroa,...

This data contains the three-dimensional force and torque information recorded during palpation of a silicone phantom organ with hard nodules. The order of data is as follows: Force X, Force Y, Force Z (normal), Torque X, Torque Y, Torque Z.

This dataset is a collection of simulated electrocardiogram (ECG) and pulse oximetry (photoplethysmogram, PPG) signals modulated by respiration.It was designed for assessment of algorithms for estimation of respiratory rate (RR) from the ECG and PPG. It serves two purposes. Firstly, it allows one to determine whether an RR algorithm has been implemented reasonably (i.e. whether it estimates RR accurately in ideal conditions). Secondly, it allows one to assess the limitations of RR algorithms, such as...