7,305 research outputs found
Identity crime and misuse in Australia: results of the 2014 online survey
Misuse of personal information lies at the heart of identity crime and continues to affect all sectors of the Australian community.
Abstract
To understand the trends associated with identity crime and misuse in Australia, the Australian Institute of Criminology (AIC) was, in 2014, commissioned by the Commonwealth Attorney-Generalâs Department to undertake a national survey of the problem for the second time. The study is one of a series of initiatives being implemented as part of the National Identity Security Strategy, Australiaâs national response to enhancing identity security, which seeks to prevent identity crime and misuse, contribute to national security and facilitate the benefits of the digital economy
Recommended from our members
Combined CloudSat-CALIPSO-MODIS retrievals of the properties of ice clouds
In this paper, data from spaceborne radar, lidar and infrared radiometers on the âA-Trainâ of satellites are combined in a variational algorithm to retrieve ice cloud properties. The method allows a seamless retrieval between regions where both radar and lidar are sensitive to the regions where one detects the cloud. We first implement a cloud phase identification method, including identification of supercooled water layers using the lidar signal and temperature to discriminate ice from liquid. We also include rigorous calculation of errors assigned in the variational scheme. We estimate the impact of the microphysical assumptions on the algorithm when radiances are not assimilated by evaluating the impact of the change in the area-diameter and the density-diameter relationships in the retrieval of cloud properties. We show that changes to these assumptions affect the radar-only and lidar-only retrieval more than the radar-lidar retrieval, although the lidar-only extinction retrieval is only weakly affected. We also show that making use of the molecular lidar signal beyond the cloud as a constraint on optical depth, when ice clouds are sufficiently thin to allow the lidar signal to penetrate them entirely, improves the retrieved extinction. When infrared radiances are available, they provide an extra constraint and allow the extinction-to-backscatter ratio to vary linearly with height instead of being constant, which improves the vertical distribution of retrieved cloud properties
Recommended from our members
Building Knowledge Across the Curriculum: Utilizing the Learning Community Model to Maximize Relevant Information Literacy Instruction
This session will focus on the collaborative efforts of the librarians at this Community College and their proposed course in information literacy designed to teach research methods within specific majors. The course was created to act as a sort of ĂąâŹĆlabù⏠for a foundational course in the disciplines that will focus on research methods utilized in those academic areas. For example, the course could be paired with a foundational sociology course and would focus on the research methods in that field. Or, it could be paired with a history course, where students would learn research methods in that field. The course would include bringing in the college writing center in order to teach students to write within their chosen field, as well as feature guest lecturers who have conducted research and can ask questions about interviewing, data collection, and other facets of research. The course is based on the High Impact Practice (HIP) of a learning community. The course will be offered as part of the required college first-year curriculum but will specifically be tailored to declared majors. The course, as a part of a learning community, would teach to the research assignments that are assigned in its partner course. In doing so, the students will be able to gain the research skills and support required to complete assigned research assignments
Tunable Rydberg-Rydberg transitions in helium with reduced sensitivity to dc electric fields by two-colour microwave dressing
The difference in the static electric dipole polarizabilities of the 1\mathrm{s}55\mathrm{s}\,^3\mathrm{S}_1 and 1\mathrm{s}56\mathrm{s}\,^3\mathrm{S}_1 Rydberg levels in helium has been eliminated by dressing the atom with a microwave field near resonant with the single-photon 1\mathrm{s}55\mathrm{s}\,^3\mathrm{S}_1 \rightarrow 1\mathrm{s}55\mathrm{p}\,^3\mathrm{P}_J transition. For an amplitude dressing field, detuned by from the zero-field 1\mathrm{s}55\mathrm{s}\,^3\mathrm{S}_1 \rightarrow 1\mathrm{s}55\mathrm{p}\,^3\mathrm{P}_2 transition frequency, the dc Stark shift of the two-photon 1\mathrm{s}55\mathrm{s}\,^3\mathrm{S}_1 \rightarrow 1\mathrm{s}56\mathrm{s}\,^3\mathrm{S}_1 transition between these states remained within for electric fields up to . This transition was probed by single-color two-photon microwave spectroscopy, and by two-color two-photon spectroscopy with one strong additional dressing field and a weak probe field. For all measurements, the transition frequencies and Stark shifts were compared, and found to be in excellent quantitative agreement with the results of Floquet calculations of the energy-level structure of the Rydberg states in the presence of the dressing fields and applied dc electric fields. The two-color microwave dressing scheme demonstrated, with one field applied to null the differential polarizability of the RydbergâRydberg transition, and the second exploited to allow the two-photon transition to be employed to achieve tunable absorption of single-photons from a weak probe field, will facilitate improved coherence times and tunable single-photon absorption in hybrid cavity QED experiments with Rydberg atoms and superconducting microwave circuits
Electrometry of a single resonator mode at a Rydberg-atomâsuperconducting-circuit interface
The electric-field distribution in a single mode of a λ/4 superconducting coplanar waveguide (CPW) microwave resonator has been probed using beams of helium Rydberg atoms. In the experiments the atoms were prepared in the 1s55s3S1 Rydberg level by laser photoexcitation. They then traveled over the CPW resonator that was fabricated on a NbN superconducting chip operated at 3.8 K. The resonator was driven at its third-harmonic frequency, near resonant with the two-photon 1s55s3S1â1s56s3S1 transition at Ï55s,56s/2=2ÏĂ19.556499 GHz. The coherence times of the atomâresonator-field interaction were determined at selected locations above the resonator by time-domain measurements of Rabi oscillations and found to be up to 0.8ÎŒs for Rabi frequencies of âŒ2ÏĂ3 MHz. The coherence times of the atomic superposition states, generated following the interaction of the atoms with the microwave field in the resonator, were inferred from high-resolution cavity-enhanced Ramsey spectra to be âŒ2.5ÎŒs. These Ramsey spectra also allowed the measurement of residual uncanceled dc electric fields of 26.6±0.6 mV/cm at the position of the atoms âŒ300ÎŒm above the surface of the superconducting chip. These results represent an essential step toward applications of hybrid systems, comprising Rydberg atoms coherently coupled to superconducting microwave circuits, in quantum optics and quantum information processing
Improvements in prevalence trend fitting and incidence estimation in EPP 2013
OBJECTIVE: Describe modifications to the latest version of the Joint United Nations Programme on AIDS (UNAIDS) Estimation and Projection Package component of Spectrum (EPP 2013) to improve prevalence fitting and incidence trend estimation in national epidemics and global estimates of HIV burden. METHODS: Key changes made under the guidance of the UNAIDS Reference Group on Estimates, Modelling and Projections include: availability of a range of incidence calculation models and guidance for selecting a model; a shift to reporting the Bayesian median instead of the maximum likelihood estimate; procedures for comparison and validation against reported HIV and AIDS data; incorporation of national surveys as an integral part of the fitting and calibration procedure, allowing survey trends to inform the fit; improved antenatal clinic calibration procedures in countries without surveys; adjustment of national antiretroviral therapy reports used in the fitting to include only those aged 15â49 years; better estimates of mortality among people who inject drugs; and enhancements to speed fitting. RESULTS: The revised models in EPP 2013 allow closer fits to observed prevalence trend data and reflect improving understanding of HIV epidemics and associated data. CONCLUSION: Spectrum and EPP continue to adapt to make better use of the existing data sources, incorporate new sources of information in their fitting and validation procedures, and correct for quantifiable biases in inputs as they are identified and understood. These adaptations provide countries with better calibrated estimates of incidence and prevalence, which increase epidemic understanding and provide a solid base for program and policy planning
Theory and observations of ice particle evolution in cirrus using Doppler radar: evidence for aggregation
Vertically pointing Doppler radar has been used to study the evolution of ice
particles as they sediment through a cirrus cloud. The measured Doppler fall
speeds, together with radar-derived estimates for the altitude of cloud top,
are used to estimate a characteristic fall time tc for the `average' ice
particle. The change in radar reflectivity Z is studied as a function of tc,
and is found to increase exponentially with fall time. We use the idea of
dynamically scaling particle size distributions to show that this behaviour
implies exponential growth of the average particle size, and argue that this
exponential growth is a signature of ice crystal aggregation.Comment: accepted to Geophysical Research Letter
Recommended from our members
Modelling national HIV/AIDS epidemics: revised approach in the UNAIDS Estimation and Projection Package 2011
Objective: United Nations Programme on HIV/AIDS reports regularly on estimated levels and trends in HIV/AIDS epidemics, which are evaluated using an epidemiological model within the Estimation and Projection Package (EPP). The relatively simple four-parameter model of HIV incidence used in EPP through the previous round of estimates has encountered challenges when attempting to fit certain data series on prevalence over time, particularly in settings with long running epidemics where prevalence has increased recently. To address this, the most recent version of the modelling package (EPP 2011) includes a more flexible epidemiological model that allows HIV infection risk to vary over time. This paper describes the technical details of this flexible approach to modelling HIV transmission dynamics within EPP 2011. Methodology For the flexible modelling approach, the force of infection parameter, r, is allowed to vary over time through a random walk formulation, and an informative prior distribution is used to improve short-term projections beyond the last year of data. Model parameters are estimated using a Bayesian estimation approach in which models are fit to HIV seroprevalence data from surveillance sites. Results: This flexible model can yield better estimates of HIV prevalence over time in situations where the classic EPP model has difficulties, such as in Uganda, where prevalence is no longer falling. Based on formal out-of-sample projection tests, the flexible modelling approach also improves predictions and CIs for extrapolations beyond the last observed data point. Conclusions: We recommend use of a flexible modelling approach where data are sufficient (eg, where at least 5 years of observations are available), and particularly where an epidemic is beyond its peak
Recommended from our members
Fractal geometry of aggregate snowflakes revealed by triple wavelength radar measurements
Radar reflectivity measurements from three different wavelengths are used to retrieve information about the shape of aggregate snowflakes in deep stratiform ice clouds. Dual-wavelength ratios are calculated for different shape models and compared to observations at 3, 35 and 94âGHz. It is demonstrated that many scattering models, including spherical and spheroidal models, do not adequately describe the aggregate snowflakes that are observed. The observations are consistent with fractal aggregate geometries generated by a physically-based aggregation model. It is demonstrated that the fractal dimension of large aggregates can be inferred directly from the radar data. Fractal dimensions close to 2 are retrieved, consistent with previous theoretical models and in-situ observations
- âŠ