Evidence Base and Practice Variation in Acute Care Processes for Knee and Hip Arthroplasty SurgeriesMarcel Mayer, Justine Naylor, Kat Mills, Helen Badge, Ian Harris, Sam Adie & Joseph Descallar
The dataset contains the frequency of use of various acute-care interventions used for TKA or THA surgeries. The data are the raw data plus derived caterpillar plots
River-tide interaction in the Ganges-Brahmaputra-Meghna Delta
Class 4 Intercomparison dataset (Ryan et al 2015) for the ocean forecast model OceanMAPS version 2.2.1 and version 3.0. Datset compares model temperature and salinity profiles with Argo float observations
Temperature, PV electric energy and spectrum measurements: The high temperatures of combustion systems make them suitable for coupling with thermophotovoltaic systems. In practice, it is quite challenging to reduce heat losses and the spectral mismatch between the emission of the combustion source and the spectral response of photovoltaic (PV) cells. In an effort to pull these disparate energy-focussed research fields together, this paper explores the use of a low-cost erbia (Er2O3) coating on a novel...
Numerical dataset and analysis scripts accompanying the publication 'Exploring quantum chaos with a single nuclear spin' in Physical Review E.
Raw dataset and analysis scripts accompanying the publication 'Coherent electrical control of a single high-spin nucleus in silicon ' in Nature
A high-resolution (750m) free-running hydrodynamic simulation of the Hawkesbury Shelf region off Southeastern Australia (2012-2013) using the Regional Ocean Modeling SystemMoninya Roughan, Colette Kerry, Nina Ribbat, Brian Powell & Shivanesh Rao
The model output is obtained from a configuration of the Regional Ocean Modeling System (www.myroms.org) free-running, hydrodynamic simulation of the Hawkesbury Shelf region of the East Australian Current System. The model has a horizontal resolution of 750m and 30 vertical s-levels. The model domain covers the continental shelf region of southeastern Australia from 31.5S- 34.5S extending ~150km offshore, and the grid is orientated 27 degrees clockwise to be predominantly orientated alongshore. The time period covered...
The attached dataset was used for the analysis presented in: Validation of participant eligibility for pre-exposure prophylaxis: Baseline data from the PRELUDE Demonstration Project. It contains the relevant baseline data from the PrELUDE study, including online behavioural surveys and risk-assessments conducted in the clinic prior to enrolment. All information is de-identified, with each participant being issued a unique 6 digit ID.
Early mobilisation after total hip or knee arthroplasty: A multicentre prospective observational studyMatthew Chua, Andrew Hart, Rajat Mittal, Ian Harris, Wei Xuan & Justine Naylor
Early mobilisation is recommended following total hip arthroplasty (THA) or total knee arthroplasty (TKA) to prevent venous thromboembolism (VTE). We sought to determine the proportions of patients that first mobilised on post-operative day 0 (POD 0) and factors associated with earlier time to mobilisation.
The penultimate deglaciation: protocol for PMIP4 transient numerical simulations between 140 and 127 ka, version 1.0Laurie Menviel, Emilie Capron, Lev Tarasov & Ayako Abe-Ouchi
"Continental ice-sheets and meltwater forcing necessary to perform transient simulations of the penultimate deglaciation.TopoIcem-140-122k.nc gives the combined ice-sheet forcing (North America, Eurasia, Greenland, and Antarctica) over the period 140ka to 122ka, needed to perform the simulationsnh_abe2013_01.nc gives the Northern Hemisphere ice-sheet evolution over the period 140ka to 120ka from Abe Ouchi et al., 2013.T2-fwfFlux.txt gives the meltwater input scenarios Methodology: The data is described in Menviel et al., 2019, Geoscientific Model Development, ""The penultimate deglaciation:...
The raw network packets of the UNSW-NB 15 dataset was created by the IXIA PerfectStorm tool in the Cyber Range Lab of the Australian Centre for Cyber Security (ACCS) for generating a hybrid of real modern normal activities and synthetic contemporary attack behaviours. Tcpdump tool is utilised to capture 100 GB of the raw traffic (e.g., Pcap files). This data set has nine types of attacks, namely, Fuzzers, Analysis, Backdoors, DoS, Exploits, Generic, Reconnaissance, Shellcode...
North Atlantic climatic data covering a pseudo H4 as simulated by LOVECLIM under 40 ka boundary conditions. Full methods and results described in Margari et al., 2020, NEE.
Fracture analysis photogrammetry on rock face outcrops across the Heyuan fault zone, Guandong province, South China. Including the footwall granite, mylonite zone, cataclasite and quartz reef core.
A high-resolution, 22-year, free-running, hydrodynamic simulation of the East Australia Current System using the Regional Ocean Modelling SystemMoninya Roughan & Colette Kerry
Description: The data is from a Regional Ocean Modeling System free-running, hydrodynamic simulation of the East Australian Current System. The model has a horizontal resolution of 2.5-6 km in the cross-shore direction and 5 km in the alongshore direction, and 30 vertical s-levels. The model domain covers the southeastern Australia oceanic region from 25.1-41.5S and 147.1-162.2E, and the grid is orientated 20 degrees clockwise to be predominantly orientated alongshore. The time period covered is 1...
This dataset includes streamflow and climate data as well as calibration scripts for performing SPUE.
The ACORN dataset include data from people undergoing elective total hip or total knee replacement surgery from multiple institutions from 2013 to 2018 inclusive. It contains pre-operative patient-reported data, peri-operative hospital data and patient-reported outcomes collected 6 months post-operatively.
The Integrated Carbon Metrics (ICM) Embodied Carbon Life Cycle Inventory (LCI) Database (â€œICM Databaseâ€) provides Australian-specific Carbon Footprint Intensities for around 700 construction and building materials, as well as built environment-related products and processes, based on a hybrid life cycle assessment methodology. The ICM Database is an output of the Integrated Carbon Metrics project (number RP2007) supported by the CRC for Low Carbon Living (CRCLCL).
This the output of sediment model under different years
New Generations of Internet of Things Datasets for Cybersecurity Applications based Machine Learning: TON_IoT DatasetsNour Moustafa
Collecting and analysing heterogeneous data sources from the Internet of Things (IoT) and Industrial IoT (IIoT) are essential for training and validating the fidelity of cybersecurity applications-based machine learning. However, the analysis of those data sources is still a big challenge for reducing high dimensional space and selecting important features and observations from different data sources. The study proposes a new testbed for an IIoT network that was utilised for creating new datasets called TON_IoT...
Modelled microplastics trajectories in Jervis Bay for different modelling approaches (2D and 3D) and different vertical turbulence conditionsIsabel Rojas
Trajectories of floating microplastics released at 18 locations covering the whole coast of Jervis Bay for three scenarios: 2D approach, 3D approach with weak vertical turbulence, and 3D approach with strong vertical turbulence. For each scenario, twenty particles per hour were released at each seeding site in surface waters during 3 days from 26 June 1998. The dataset includes all of the trajectories used in the publication: JalÃ³n-Rojas et al. (2019). Technical note: On the...
Radiocarbon basal ages and Infra Red Luminescence ages from the NZ sub Antarctic Islands
Input and output data of all molecular dynamics simulations performed in this study that were used to determine the thermophysical properties of (U,Zr)O2. Molecular Dynamics simulation were performed with LAMMPS package. Details in manuscript 'Thermophysical Properties of Urania-Zirconia (U,Zr)O2 Mixed Oxides By Molecular Dynamics' by D.G Frost, C.O.T Galvin, M.W.D Cooper, E.G Obbard, P.A Burr
This dataset contains post-processed output from 10 years of a MOM5-SIS 1/4-degree global ocean sea-ice model simulation forced by CORE-NYF forcing (MOM025 Control). MOM025 Control was initialized from the end of a similar 500 year simulation with no background vertical diffusivity (the ÎºB = 0 case considered by Holmes et al. 2019 J. Phys. Oceanogr., 49 (1), 141-161, https://doi.org/10.1175/JPO-D-18-0098.1) and then run for an additional 111 years to equilibrate to the change in ÎºB. This...