This dataset contains traffic activity counts in 5-minute intervals from AIRS (Artificial Intelligence Road Survey) sensor devices located across the city. AIRS is an AI-based service that autonomously detects and classifies road users and their interaction with the road environment. The data is updated hourly and can be used to analyse variations in transport activity across the day. Road user t
The evidence base, not the vibes.
A direct AI-vs-human cost comparison for identical public-service tasks isn't published as a single dataset on data.gov.au. Instead, this page shows the real underlying inputs: AI/automation datasets from government, plus APS and public-sector workforce data. Combine them to build honest comparisons.
AI & automation in Australian government
This collection includes conductivity-temperature-depth (CTD) profiles obtained at the National Reference Stations (NRS) as part of the water sampling program. The instruments used also measure dissolved oxygen, fluorescence, and turbidity. The collection also includes practical salinity, water density and artificial chlorophyll concentration, as computed from the measured properties. The data are
This collection includes conductivity-temperature-depth (CTD) profiles obtained at the National Reference Stations (NRS) as part of the water sampling program. The instruments used also measure dissolved oxygen, fluorescence, and turbidity. The collection also includes practical salinity, water density and artificial chlorophyll concentration, as computed from the measured properties. The data are
The most recent field study of the Little Swanport estuary, Tasmania carried out by Crawford et al. (2006) collected monthly samples at sites throughout the estuary between January 2004 and January 2005. Measurements included water column nutrients, chlorophyll-a, dissolved oxygen, salinity, phytoplankton, zooplankton and oyster growth. This work demonstrated that freshwater flows had a significan
The last stream within the NESP 5.5 project was related to the conduct of an online survey to get aesthetic ratings of additional 3500 images downloaded from Flickr to improve the Artificial Intelligence (AI)-based system recognising and assessing the beauty of natural scenes, which had been developed in the previous NESP 3.2.3 project. Despite some earlier investment into this research area, ther
This record provides an overview of the NESP Marine and Coastal Hub small-scale study - Project 3.10 – A partnership approach to filling key knowledge gaps on dugongs in northern Australia using novel technologies. For specific data outputs from this project, please see child records associated with this metadata. In Australia, the dugong is protected under the EPBC Act 1999 as a listed migratory
This record provides an overview of the NESP Marine and Coastal Hub small-scale study - Project 3.10 – A partnership approach to filling key knowledge gaps on dugongs in northern Australia using novel technologies. For specific data outputs from this project, please see child records associated with this metadata. In Australia, the dugong is protected under the EPBC Act 1999 as a listed migratory
The last stream within the NESP 5.5 project was related to the conduct of an online survey to get aesthetic ratings of additional 3500 images downloaded from Flickr to improve the Artificial Intelligence (AI)-based system recognising and assessing the beauty of natural scenes, which had been developed in the previous NESP 3.2.3 project. Despite some earlier investment into this research area, ther
This project addresses the urgent need to understand and monitor the aesthetic value of the Great Barrier Reef. Focusing on the fast-changing underwater systems of the Reef, this research will use advanced technology (including eye tracking and heart rate measurement) to elicit what environmental and experiential attributes contribute to aesthetic value. A Big Data platform using artificial intell
This dataset resulted from two inter-linked research streams. The first stream was related to the application of eye-tracking technology and an online survey in studying natural beauty. The second stream is related to the development of an Artificial Intelligence (AI)-based system recognising and assessing the beauty of natural scenes. Due to differences in data collection and data analysis, detai
A total of 111 estuaries of moderate or large size were recognised around Tasmania and associated Bass Strait islands. The catchments of these estuaries were mapped using GIS, and available data on geomorphology, geology, hydrology and rainfall collated for each estuary and catchment area. Tasmanian estuaries were classified into nine groups on the basis of physical attributes that included salini
This record provides an overview of the NESP Marine and Coastal Hub small-scale study - Project 3.10 – A partnership approach to filling key knowledge gaps on dugongs in northern Australia using novel technologies. For specific data outputs from this project, please see child records associated with this metadata. In Australia, the dugong is protected under the EPBC Act 1999 as a listed migratory
The last stream within the NESP 5.5 project was related to the conduct of an online survey to get aesthetic ratings of additional 3500 images downloaded from Flickr to improve the Artificial Intelligence (AI)-based system recognising and assessing the beauty of natural scenes, which had been developed in the previous NESP 3.2.3 project. Despite some earlier investment into this research area, ther
This dataset consists of a review of case studies and descriptions of coral restoration methods from four sources: 1) the primary literature (i.e. published peer-reviewed scientific literature), 2) grey literature (e.g. scientific reports and technical summaries from experts in the field), 3) online descriptions (e.g. blogs and online videos describing projects), and 4) an online survey target
Aesthetic condition and trend of the Great Barrier Reef (GBR) are critical to monitor for the Reef 2050 Integrated Monitoring and Reporting Program (RIMReP), and World Heritage Area reporting. This research project designed and implemented an aesthetics long term monitoring program (ALTMP) for the GBR. It included a strong research component that identified how to convert a subjective measurement
A key criteria for inscription of the Great Barrier Reef as a World Heritage Area is Criteria (VII) – exceptional natural beauty & aesthetic importance. Our project will work across social and ecological disciplines to identify, for the first time, indicators that will enable managers to measure and monitor aesthetic values for the GBRWHA. The outcomes will enable managers to predict and minim
This dataset consists of three data folders for the eye-tracking experiment conducted within the NESP 3.2.3 project (Tropical Water Quality Hub): Folder (1) The folder of Eye-tracking videos contains 66 Tobii recordings of participants’ eye movements on screen, Folder (2) The Heatmaps folder includes 21 heatmaps created by Tobii eye-tracking software on the basis of 66 participants’ data and Folde
This dataset contains the code for the Android application “COTS Control Centre Decision Support Tool” (CCC-DST). The CCC-DST is one part of the “COTS Control Centre Decision Support System” (CCC-DSS) which is a hardware and software solution, comprising 32 Samsung Galaxy Tab Active2 tablets. The tablets run a kiosk operating system and provide three data collection apps, developed for GBRMPA by T
Moreton Bay Regional Council is looking to smart technology to keep roads safe for the community. By fitting waste trucks with dashcams and using the latest in artificial intelligence (AI), Council is automating how it identifies and fixes road infrastructure issues across Moreton Bay. <a href="https://www.facebook.com/watch/?v=2934881580131784">https://www.facebook.com/watch/?v=2934881580131784
Moreton Bay Regional Council is looking to smart technology to keep roads safe for the community. By fitting waste trucks with dashcams and using the latest in artificial intelligence (AI), Council is automating how it identifies and fixes road infrastructure issues across Moreton Bay. <a href="https://www.facebook.com/watch/?v=2934881580131784">https://www.facebook.com/watch/?v=2934881580131784
Moreton Bay Regional Council is looking to smart technology to keep roads safe for the community. By fitting waste trucks with dashcams and using the latest in artificial intelligence (AI), Council is automating how it identifies and fixes road infrastructure issues across Moreton Bay. <a href="https://www.facebook.com/watch/?v=2934881580131784">https://www.facebook.com/watch/?v=2934881580131784
This dataset indicates the presence and persistence of water across New South Wales between 1988 and 2012. Water is one of the world’s most important resources as it’s critical for human consumption, agriculture, the persistence of flora and fauna species and other ecosystem services. Information about the spatial distribution and prevalence of water is necessary for a range of business, modelling
This is Version 2 of the Australian Available Volumetric Water Capacity (AWC) product of the Soil and Landscape Grid of Australia. The map gives a modelled estimate of the spatial distribution of AWC soil hydraulic property in soils across Australia. The Soil and Landscape Grid of Australia has produced a range of digital soil attribute products. Each product contains six digital soil attribute
This is Version 1 of the Australian Drained Upper Limit Volumetric Water Content (DUL) product of the Soil and Landscape Grid of Australia. The map gives a modelled estimate of the spatial distribution of Drained Upper Limit Volumetric Water Content soil hydraulic property in soils across Australia. The Soil and Landscape Grid of Australia has produced a range of digital soil attribute products.
Public-sector workforce
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Royal Alexandra Hospital for Children</li> </ul>
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Australian Museum</li> </ul>
Department of Attorney General and Justice Annual Report 2012-2013 <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Department of Justice [II]</li> </ul>
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Attorney General's Department [III]</li> </ul>
This report builds on the earlier work by addressing a number of critical questions about effective approaches to coordination of injury prevention initiatives. Drawing on comparable systems nationally and internationally, as well as expert stakeholder interviews throughout 2016, the report identifies strategic directions for coordination of initiatives in NSW. Key themes identified are the need
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Board of Studies</li> </ul>
Annual Report includes the performance report, financial statements and compliance report for 2015 calendar year. <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>The University of Newcastle</li> </ul>
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Office of the Director of Public Prosecutions</li> </ul>
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>NSWbusinesslink [I]</li> </ul>
The inaugural State of the NSW Public Sector Report, which was released in November 2012, is the first major statement by the Public Service Commissioner on approaches to address the challenges facing the NSW public sector and his assessment of its performance. The report details both the identified issues and the Commissionerâ??s response to those issues. <strong>Note:</strong> This resource was
No notes provided <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>New South Wales Ombudsman</li> </ul>
NSW Parliament <strong>Note:</strong> This resource was originally published on opengov.nsw.gov.au. The OpenGov website has been retired. If you have any questions, please contact the Agency Services team at transfer@mhnsw.au <strong>Agency</strong> <ul> <li>Department of the Legislative Assembly</li> </ul>