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...

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...

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...

Files in this repository contain GWAS summary statistics for the cross-trait meta-analysis between SLE and severe COVID-19 for publication. A "read me" file is included to describe the column labels.

Dynamic PET & structural MRI images with accompanying blood sample data for repeatability study investigating human cerebral ammonia metabolism with 15O-H2O and 13N-NH3 PET tracers. Data from eight healthy subjects. Each subject had a 15O-H2O PET-CT brain scan followed by a 13N-NH3 scan; both scans repeated same day. Continuous and manual arterial blood sampling was acquired on all scans, with metabolite analysis on the NH3 scan blood manual samples. This data was used in the...

This data-set consists of fully anonymised task-based fMRI using a value-related moral sentiments task which probes emotions related to self-blame such as guilt and blaming others, such as anger, structural 3 dimensional T1 weighted and resting-state fMRI data for remitted MDD and Healthy Control participants taking part in our studies. Data sharing is stipulated by our MRC-approved data management plan. Basic anonymised clinical and demographic descriptors are also available.In addition to the anonymised clinical data,...

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...

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

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...

The files are compressed as tarballs. Some files were split in smaller files. The whole original file can be obtained by using the cat command in unix.warehouse.tar.gz contain preliminary data and test calculations not explicitly mentioned in the publication. As we plan to include a link to this data in the final version of the article we prefer to keep restricted the access to this part of the data.

See the related dataset linked to under...

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 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...

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....

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...

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 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...

This dataset contains the results of experimental runs of the MDEOptimiser tool as described in the corresponding paper submitted to TTC 2016 (the Transformation Tool Contest associated to the STAF conference in Vienna). The tool uses evolutionary optimisation algorithms directly on software models (expressed using the MDE approach to software modelling) to solve multi-objective optimisation problems. In this case, the problem was the class—feature allocation problem and the solutions presented are for five specific instances...

This dataset contains electrocardiogram (ECG), photoplethysmogram (PPG), Impedance Pneumography (imp) and reference oral-nasal pressure (paw) signals acquired from young subjects (aged 18-39). Data were acquired for approximately 10 minutes while lying supine at rest. Following this subjects were asked to run on a treadmill (data are not provided from this period). Data were then collected during a second recording period whilst subjects recovered from the exercise, lying supine once again. An example of the signals...

Simulated and experimental image sequences and super resolution reconstructions

This dataset is the source for Figure 2 in the manuscript "Visualising Varnish Removal for Conservation of Paintings by Fluorescence Lifetime Imaging (FLIM)". It contains measurements of painting surface following solvent application by a swab or gel with or without mechanical action. The raw data was processed by the MATLAB processFLIM.m script in the collection called "SPAD Linearization Code". The processed data was fit in TRI2, and produced into graphical outputs using the MATLAB makeFLIMavg.m...

This dataset is the source for Figure 3 in the manuscript "Visualising Varnish Removal for Conservation of Paintings by Fluorescence Lifetime Imaging (FLIM)". It contains measurements of painting surface following solvent application by a swab or gell with or without mechanical action. The raw data was processed by the MATLAB processFLIM.m script in the collection called "SPAD Linearization Code". The processed data was fit in TRI2, and produced into graphical outputs using the MATLAB makeFLIM.m...

This dataset is the source for Figure 3 in the manuscript "Visualising Varnish Removal for Conservation of Paintings by Fluorescence Lifetime Imaging (FLIM)". It contains measurements of painting surface following solvent application by a swab or gell with or without mechanical action. The raw data was processed by the MATLAB processFLIM.m script in the collection called "SPAD Linearization Code". The processed data was fit in TRI2, and produced into graphical outputs using the MATLAB makeFLIM.m...

Data for Chapter 2 of the thesis: Effect of Electron Acceptors on Oral Microbial Community Composition and Function


This raw dataset includes all optical density readings and pH values to generate the graphs from Chapter 2 when supplemented with Nitrite. There is a second file which has all the raw data for Nitrate.

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....