DataCat: The Research Data Catalogue (University of Liverpool)
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The University of Liverpool Rehabilitation Exercise Dataset (UL-RED)
This human motion dataset captures marker, marker-less, and depth data of 22 rehabilitation based exercise movements from 10 subjects.
For each motion category, a single repetition and three repetition recording was captured. Three repetition recordings capture time varied movements, where subjects were asked to perform the movement at a normal, fast, and slow pace of their own intuition (in that order). A total of 1,320 samples were collected across marker, marker-less, and depth data, with over 3 hours of recordings
Arterial blood gas, electrolyte and acid-base analysis at admission can be used to predict survival to hospital discharge in small intestinal and large colon causes of colic.
Arterial blood samples obtained at admission to a single UK clinic for horses presenting with colic. Data set consists of blood gas, electrolyte and acid-base variables and outcome (hospital discharge
Solvent-free synthesis of mesoporous MoO3-V2O5/Al2O3 catalyst for liquid phase selective oxidation of furfural to maleic anhydride
The catalytic selective oxidation of biomass-derived platform chemicals into monomers offers a sustainable alternative pathway to fossil-based production of chemicals. Herein, mesoporous Al2O3-supported Mo-V oxide catalysts were prepared through a solvent-free solid-state grinding method for the liquid phase oxidation of furfural to maleic anhydride in acetic acid solvent. The selective oxidation of furfural to maleic anhydride greatly depended on the Mo/V mole ratio of the catalyst, catalyst calcination temperature, and catalyst synthesis method. After 4 h reaction (100 oC, 2 MPa O2, 4 h), a furfural conversion of 95% and maleic anhydride yield of 41% was achieved over the optimal 25mol% Mo1V1Ox/Al2O3 calcined at 600 oC. The synergistic interaction of Mo-V with Al2O3 was identified as crucial for enhancing catalytic activity and selectivity towards maleic anhydride. Catalyst leaching studies revealed that the 25Mo1VA catalyst partially leached into the reaction medium although the leached metals did not homogeneously catalyze the oxidation of furfural. The reusability of the 25Mo1VA catalyst was studied over five catalytic cycles with a progressive loss of maleic anhydride yield due to the formation of surface carbonaceous species. However, utilizing a catalyst regeneration cycle (500 oC, 3 h), the yield of maleic anhydride is recovered
Cereal aphid fitness: Phenotype data for two cereal aphid species
These data contain observations of aphid fitness data (phenotype data) for multiple cereal aphid populations. Data was collected for multiple clones for two cereal aphid species (Rhopalosiphum padi and Sitobion avenae). Data include information on development time, fecundity, and alate (winged aphid) production
X-ray CT tomographic data of Binder Jet printed samples of powder spreading tests
X-ray microCT datasets of nine samples, manufactured by binder jetting. Datasets show whole samples and high-resolution ROIs of metal particles within the samples. Samples were manufactured at different positions within the powder bed and powder spreading speed varied three times to analyse packing density and particle size segregation within the powder layers
SDSD_ELISA_data_for_R
Streptococcus dysgalactiae ELISA assay results from sheep serum samples (n=362)
The anonymised data set includes the following information
SAMPLE_ID, ANIMAL (ewe or lamb), STUDY (longitudinal or observational), FARM (longitudinal or observational),, FARM_NO (Farm ID), PCR RESULT (binary), ELISA RESULT (binary), ANTIBODY TITRE
In addition data used for ROC curve production
Sample ID, Antibody_Titre, Log10Ab, Outcom
Computational Data for Compositional Fields Explored with PhaseBO
Energies above the convex hull for Li-Sn-S-Cl, Y-Sr-Ti-O, and Li-Mg-P-Cl-Br phase fields, for which PhaseBO was performed to find the corresponding lowest energy compositions through the iterative PhaseBO exploration
The antimicrobial resistance landscape of slaughterhouses in western Kenya
Slaughterhouses may be hotspots for the transmission of antimicrobial resistant (AMR) pathogens. To obtain information on the AMR landscape in slaughterhouses in western Kenya, we collected swabs of the environment, animal carcasses, and workers. Bacterial isolates were identified in 101/193 (52.3%) samples, and most showed resistance to streptomycin (68.7%), ampicillin (48.7%), and tetracycline (42.5%). Multi drug resistance was exhibited by 35/80 isolates (43.8%; 95% CI: 33.2-54.9%), while Extended Spectrum Beta Lactamase was expressed in 5/80 isolates (6.3%; 95% CI: 2.6-14.3%). These findings illustrate the presence of resistant bacteria throughout the slaughterhouse environment, posing a risk to workers and meat consumers and highlighting the need for an integrated surveillance system along the food chain
SAXS for Extracting Pore Size Distributions of Rare-earth-doped Ceria-Zirconia Oxygen Storage Catalysts
Small-angle X-ray scattering (SAXS) is a powerful and rapid technique for obtaining structural information from materials as well as qualitative and quantitative assessments of porosity. However, the use of SAXS for investigating the porosity of materials is not widespread, and nitrogen adsorption measurements are the standard method. In this study, a range of undoped and rare-earth doped ceria-zirconia materials with the general formula CexZr1-x-yREyO2-δ (RE = La, Y, Nd, La-Nd) have been synthesised, and their pore size characterised using both lab and synchrotron SAXS. Previously, it was shown that porous properties, calculated by nitrogen adsorption, were important for the final oxygen storage performance of this class of materials. Herein we demonstrate that the average pore size and the pore size distributions can be extracted by using an easy to use, fast and adaptable Monte-Carlo method for fitting the experimental SAXS patterns. The values obtained from SAXS agree with values extracted from nitrogen adsorption measurements, demonstrating the potential of SAXS for measuring these properties across an array of materials. The pace of collecting and analysing the data makes SAXS a compatible technique with high-throughput materials discovery where pore size and porosity is a key property. This method is generalizable and can be easily implemented in other cases of porous materials
Data associated with Mather's submitted PhD thesis (May 2024): Longitudinal mediation analysis is DM and Psychometric evaluation of MCQ
In May 2024, Sarah Mather submitted a PhD thesis at the University of Liverpool for examination with the following title: "The Development and Maintenance of Anxiety and Depression in Type 1 and Type 2 Diabetes: Current Intervention Effectiveness and the Contribution of the Self-Regulatory Executive Function Model".
The data presented in this archive deposit relates to the following chapters:
CHAPTER 5: STUDY 2 - PSYCHOMETRIC PROPERTIES OF THE METACOGNITIONS QUESTIONNAIRE-30 (MCQ-30) IN PEOPLE WITH TYPE 1 OR TYPE 2 DIABETES MELLITUS
CHAPTER 6: STUDY 3 - ANXIETY AND DEPRESSION IN PEOPLE WITH TYPE 1 OR TYPE 2 DIABETES: A PROSPECTIVE TEST OF THE S-REF MODEL.
Dataa relating to the following chapter has been submitted as a different deposit archive as it has already resulte in a separate peer review article:
2 CHAPTER 2: STUDY 1 – DO PSYCHOLOGICAL AND PHARMACOLOGICAL INTERVENTIONS ALLEVIATE ANXIETY AND DEPRESSION IN PEOPLE WITH TYPE 1 OR TYPE 2 DIABETES? AN INDIVIDUAL PARTICIPANT
DATA META-ANALYSIS (IPD-MA