AndreaBozzo/ceres-open-data-index huggingface dataset:
PBS Tandem Drive Quad Axle Network 4B.3 With Conditions

RAV Network information periodically changes with additions or removal of data and users should confirm that information is current and accurate. The RAV Network Road Tables and RAV Mapping Tool can be found on the Main Roads Western Australia website, refer Hyperlink below.https://www.mainroads.wa.gov.au/heavy-vehicles/Main Roads Open Data: Restricted Access Networkshttps://portal-mainroads.opendata.arcgis.com/pages/hvs-networksUpdate Frequency: WeeklySpatial Coverage: Western AustraliaLegalYou are accessing this data pursuant to a Creative Commons (Attribution) Licence which has a disclaimer of warranties and limitation of liability. You accept that the data provided pursuant to the Licence is subject to changes. Main Roads WA website is the official and current source of RAV Network data.Pursuant to section 3 of the Licence you are provided with the following notice to be included when you Share the Licenced Material and when you Share your Adapted Material: The Commissioner of Main Roads is the creator and owner of the data and Licenced Material, which is accessed pursuant to a Creative Commons (Attribution) Licence, which has a disclaimer of warranties and limitation of liability. Main Roads WA website is the official and current source of RAV Network data.Licensinghttps://creativecommons.org/licenses/by/4.0/legalcode

Tags: HVS, PBS Tandem Drive Networks, PBS Tandem Drive Quad Axle Lvl 3, RAV
Organization: Main Roads Western Australia
Floreat-f3 - Contour lines SHP - Aug 2021

The fifth capture of the Floreat dog beach, these sand dunes were captured by UAV imagery on 17th Aug 2021 for the Cambridge Coastcare beach dune modelling and monitoring project. It was created as part of an initiative to innovatively monitor coastal dune erosion and visualize these changes over time for future management and mitigation. This data includes Orthomosaic, DSM, DTM, Elevation Contours, 3D Mesh, 3D Point Cloud and LiDAR constructed from over 500 images captured from UAV (drone) and processed in Pix4D. All datasets can be freely accessed through DataWA.
Link to Animated video fly-through of this 3D data model
Link to the Sketchfab visualisation of the 3D textured mesh
The dataset is a DTM Elevation Contour shapefile of the Floreat dog beach (2021 Flight-3 project area). Contours are taken from MSL (AHD) at 1 metre elevation intervals. 

Tags: 3d, beach, beachface, blowout, change, coast, coastal, coastline, contours, drift, drone, dune, foreshore, habitat, management, marine, movements, photogrammetry, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
WAMSI 2 - Kimberley Node - Project 2.2.4 Benthic primary productivity, production and herbivory of seagrasses, macroalgae and microalgae

Primary producers play significant roles in coastal processes and ecological function. These roles include provision of habitat, stabilising substrates and provision of a food source to fauna. Currently, there are very few studies on primary producers in the Kimberley region, contributing to the poor understanding of processes and adaptive mechanisms under extreme environmental conditions. The project has focussed on the data deficient components of benthic primary producers: seagrasses, macroalgae and sediment microalgae and bacterial communities. The objectives of the project were to (a) understand the temporal and spatial variations in biomass and productivity of seagrasses, macroalgae and benthic microalgae (b) investigate the rates and magnitude of microbial carbon and nitrogen cycling processes, and how they influence primary production and (c) to investigate the rates and net effect of herbivory on seagrasses, macroalgae and benthic microalgae.
The seasonal and spatial variability in biomass and growth of selected species of seagrasses and seaweeds was measured during 5 surveys at 5 sites in the Bardi Jawi Indigenous Protected Area (on dates during 2013-2015). The productivity, carbon processes and nutrient cycling of microalgae and bacteria in intertidal and shallow subtidal sediment was also measured. Rates of herbivory were measured at 3 sites during 4 surveys. Stable isotope ratios of the major primary producers were measured at 5 sites.

Organization: Western Australian Marine Science Institution
WAMSI Node 4.4.2-1 - Stock structure of West Coast demersal indicator species - Drift current trajectories from GPS-tracked buoys

The Western Australian Department of Fisheries has been monitoring the trajectories of a series of drifting buoy releases along the Western Australian continental shelf since 2008. The objective of the programme is to study the current system on the continental shelf in relation to the migration of fish and invertebrate larvae, particularly over the summer months when some key pelagic species are spawning and also when the early-stage larvae of the western rock lobster are being transported offshore. To date, most of the releases have been along the lower west coast.

Organization: Western Australian Marine Science Institution
WAMSI 2 – Kimberley Node – Project 2.2.2 Pathways to production: Biogeochemical processes in the Kimberley region

KSN Project 2.2.2 provides key information on the oceanographic and biological forcing associated with nutrient supply that determines the near-shore productivity of the Kimberley region, and links these with higher trophic levels. Key objectives of the research were
- To make new estimates of pelagic primary productivity, identifying the key physical and community processes driving production in the region.
- To better describe the phytoplankton and zooplankton communities in coastal waters of the Kimberley, to determine the trophic linkages within these communities and to identify the key factors controlling pelagic secondary productivity.
- To integrate these parameters into an extensible biogeochemical modelling framework, allowing predictive linkages between physical and biological processes in the region.
This metadata records specifically relates to modelling aspects of the project completed by CSIRO. The data originates from a number of model simulations conducted between 3/1/2010 to 21/12/2010. All field data are held at Pawsey and RV Southern Surveyor and RV Solander.

Organization: Western Australian Marine Science Institution
Pre PRL Clearing

The Pre-PRL Clearing dataset shows the extent of major land clearing before Phosphate
Resources Limited (PRL) began mining on the island in the early 1990’s. It was provided to
Geoscience Australia in early 2011 by PRL.
This shapefile is a first pass only. There is the possibility of adding further cleared areas
through closer inspection of the orthophoto’s and redefining some of the edges to more
closely represent the area cleared.
The Pre-PRL Clearing data was digitized by hand by PRL in October 2010 from aerial photographs taken in 1976, 1982 and 1987. The 1976 image was used first,
then 1982, then 1987 making sure that each polygon snapped to the last.
Generally digitises at 1:5000 although this is variable.
All polygons have been assigned an attribute and the year represent the first time the area is
indicated as being cleared off the orthophoto.
This data is logical as each attributed year shows the progress of clearing across Christmas
Island in a logical manner.
Disclaimer

Tags: Christmas, IOT, clearing, environment, mining, phosphate
Organization: Department of Infrastructure, Transport, Cities and Regional Development
Christmas Island Foliage Density Model  – 2011

A 2m by 2m foliage density model grid developed from the 2011 aerial LiDAR survey of Christmas Island. As with the 2011 DEM, the canopy density data was provided to Geoscience Australia in 1km by 1km ESRI grid tiles, which were then joined together using ESRI ArcMap.
vegetation density values have been used in other organisations to create vegetation maps, estimate carbon content, characterise species habitats and assist in decision making.
Tests using the foliage density model have shown that the data is only a good representation of density for approximately the top 2m of canopy. It was not able to be used to distinguish clearly between areas of dense varied vegetation and less dense areas adjacent.
Disclaimer

Tags: 2011 LiDAR Survey, Christmas, IOT, enviromnment, foliage, height data, tree, vegetation
Organization: Department of Infrastructure, Transport, Cities and Regional Development
WABI subset: Police

This index was compiled by Miss Mollie Bentley from various records she has used relating to the police.  These include: Almanac listings, Colonial Secretary's Office Records, Police Gazettes, various police department occurrence books and letter books, police journals, government gazettes, estimates, York police records etc.
Entry is by name of policeman. Information given varies but is usually about appointments, promotions, retirements, transfers etc.
The Western Australian Biographical Index (WABI) is a highly used resource at the State Library of Western Australia. A recent generous contribution by the Friends of Battye Library (FOBS) has enabled SLWA to have the original handwritten index cards scanned and later transcribed.
The dataset contains: several csv files with data describing card number, card text and url link to image of the original handwritten card.
The transcription was crowd-sourced and we are aware that there are some data quality issues including:

Some cards are missing
Transcripts are crowdsourced so may contain spelling errors and possibly missing information
Some cards are crossed out. Some of these are included in the collection and some are not
Some of the cards contain relevant information on the back (usually children of the person mentioned). This info should be on the next consecutive card
As the information is an index, collected in the 1970s from print material, it is incomplete. It is also unreferenced.

It is still a very valuable dataset as it contains a wealth of information about early settlers in Western Australia. It is of particular interest to genealogists and historians.

Tags: police officers
Organization: State Library of Western Australia
Floreat-f2 - LiDAR LAS - Aug 2022

The second capture of the area North of the Floreat Surf Life Saving Club, these sand dunes were captured by UAV imagery on 24th Aug 2022 for the Cambridge Coastcare beach dune modelling and monitoring project. It was created as part of an initiative to innovatively monitor coastal dune erosion and visualize these changes over time for future management and mitigation. This data includes Orthomosaic, DSM, DTM, Elevation Contours, 3D Mesh, 3D Point Cloud and LiDAR constructed from over 500 images captured from UAV (drone) and processed in Pix4D. All datasets can be freely accessed through DataWA.
Link to Animated video fly-through of this 3D data model
Link to the Sketchfab visualisation of the 3D textured mesh
This LiDAR dataset is a 3D point cloud (i.e. a 3D set of points in .LAS format): the X,Y,Z position and colour information is stored for each point of the point cloud of the area North of Floreat SLSC (2022 Flight-2 project area).

Tags: 3d mesh, LiDAR, beach, beachface, blowout, change, coast, coastal, coastline, contours, drift, drone, dtm, dune, foreshore, habitat, management, marine, movements, orthomosaic, photogrammetry, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Early Townsite of Hannans Find - Kalgoorlie 1894 (Kalgoorlie Town Plan)

AU WA S235- cons3868 185 
Kalgoorlie 77. Plan of Hannans Find (later changed to Kalgoorlie) Lots 1 to 110. G. Claude Hamilton, 30/07/1894. [scale: 2 chains to an inch]. (2220 KB)
Further Information (State Records Office)

Tags: early, historical, site, town
Organization: State Records Office of Western Australia
Floreat-f3 - Raster DTM GeoTIFF - Aug 2022

The second capture of the Floreat beach pipeline, these sand dunes were captured by UAV imagery on 24th Aug 2022 for the Cambridge Coastcare beach dune modelling and monitoring project. It was created as part of an initiative to innovatively monitor coastal dune erosion and visualize these changes over time for future management and mitigation. This data includes Orthomosaic, DSM, DTM, Elevation Contours, 3D Mesh, 3D Point Cloud and LiDAR constructed from over 500 images captured from UAV (drone) and processed in Pix4D. All datasets can be freely accessed through DataWA.
Link to Animated video fly-through of this 3D data model
Link to the Sketchfab visualisation of the 3D textured mesh
The dataset is a 10cm Digital Terrain Model (DTM) of the Floreat pipeline and surrounding dunes (2022 Flight-3 project area).

Tags: 3d mesh, DSM, DTM, LiDAR, beach, beachface, blowout, change, coast, coastal, coastline, contours, drift, drone, dune, foreshore, habitat, management, marine, movements, orthomosaic, photogrammetry, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Floreat-f1 - Contour lines SHP - Aug 2022

The second capture of the area surrounding the Floreat Surf Life Saving Club, these sand dunes were captured by UAV imagery on 24th Aug 2022 for the Cambridge Coastcare beach dune modelling and monitoring project. It was created as part of an initiative to innovatively monitor coastal dune erosion and visualize these changes over time for future management and mitigation. This data includes Orthomosaic, DSM, DTM, Elevation Contours, 3D Mesh, 3D Point Cloud and LiDAR constructed from over 500 images captured from UAV (drone) and processed in Pix4D. All datasets can be freely accessed through DataWA.
Link to Animated video fly-through of this 3D data model
Link to the Sketchfab visualisation of the 3D textured mesh
The dataset is a DTM Elevation Contour shapefile of the Floreat SLSC and South Floreat carpark (2022 Flight-1 project area). Contours are taken from MSL (AHD) at 1 metre elevation intervals.

Tags: 3d, beach, beachface, blowout, change, coast, coastal, coastline, drift, drone, dsm, dune, elevation contours, foreshore, habitat, management, marine, movements, orthomosaic, photogrammetry, pointcloud, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Albany 1834  (Early Townsite of Albany & Environs)

AU WA S241- cons3850 08 
Map of Albany and its environs, drawn and reduced from R Clint's survey by W K Shenton, 28 August 1834.
Further Information available from State Records Office.
Series S241 - ORIGINAL PLANS - TOWNSITES 

Tags: early, historical, site, town
Organization: State Records Office of Western Australia
Floreat-f2 - Raster DSM GeoTIFF - Aug 2022

The second capture of the area North of the Floreat Surf Life Saving Club, these sand dunes were captured by UAV imagery on 24th Aug 2022 for the Cambridge Coastcare beach dune modelling and monitoring project. It was created as part of an initiative to innovatively monitor coastal dune erosion and visualize these changes over time for future management and mitigation. This data includes Orthomosaic, DSM, DTM, Elevation Contours, 3D Mesh, 3D Point Cloud and LiDAR constructed from over 500 images captured from UAV (drone) and processed in Pix4D. All datasets can be freely accessed through DataWA.
Link to Animated video fly-through of this 3D data model
Link to the Sketchfab visualisation of the 3D textured mesh
The dataset is a 10cm Digital Surface Model (DSM) of the area North of Floreat SLSC (2022 Flight-2 project area).

Tags: 3d mesh, beach, beachface, blowout, change, coast, coastal, coastline, contours, drift, drone, dtm, dune, foreshore, habitat, management, marine, movements, orthomosaic, photogrammetry, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Early Townsite of Coolgardie 1898

AU WA S235-cons3868 079 
Coolgardie 76/2. Coolgardie townsite. R. Gledden, G. C. Hamilton, J. O. Oxley [scale: 3 chains to 1 inch].
[Further Information (State Records Office)]

Tags: early, historical, site, town
Organization: State Records Office of Western Australia
Early Townsite of Esperance 1893

AU WA S235- cons3868 106 
Esperance 67/1. Esperance Townsite, Lots 1 to 42, additional lots added to 82. R. Brazier 1893, W H Angrove 1894. Drawn by Murray [scale: 2 chains to 1 inch].

Tags: early, historical, site, town
Organization: State Records Office of Western Australia
Floreat Beach 3 - Raster DTM GeoTIFF - May 2019

No description available.

Tags: 3d, beach, beachface, blowout, change, coast, coastal, coastline, contours, drift, drone, dtm, dune, foreshore, habitat, management, marine, movements, photogrammetry, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Cocos Island - Orthophoto - 2011

In 2011 AAM Pty Ltd was commissioned by the Commonwealth to obtain orthophotography of the Cocos (Keeling) Islands. Between the 8th and 16th of August 2011 orthophotography was obtained for the entire extent of the islands (including North Keeling Island) by AAM Pty Ltd using a fixed-wing light aircraft. Previously, aerial photography was captured for Cocos (Keeling) Islands in 1987 and satellite imagery in 2004. The 2011 imagery has a 15cm on ground pixel size resolution, an improvement on all previous imagery.
Using an automated process, raw images were joined to form two mosaics, one of the Cocos southern lagoon and one of North Keeling Island. Colour balancing and replacement of certain areas with alternate raw images was performed for consistency. As a guide, the orthophotography is horizontally accurate to 30cm. 
The orthophotography was provided to Geoscience Australia in UTM WGS 47S. All imagery was captured using a DiMAC UltraLight 50mm Lens camera within approximately 2 hours of low tide. During this period tides ranged from 0.4m to 1.3m. Flying height was around 800 meters with flight line spacing of around half a kilometre. The clarity and resolution is an improvement on the 2006 satellite imagery. 
Disclaimer

Tags: 2011, Cocos Keelling Islands, ecw
Organization: Department of Infrastructure, Transport, Cities and Regional Development
WAMSI Kimberley tri-colour scanner data - 21st September 2008

On the 21st of September 2008 a tricolour scanner (Airborne Research Australia/AWI Airborne Tri-spectral Scanner System) collected data from part of the Kimberley (Packer Island and Perpendicular Head).  The bands collected were red, green, near infra-red (NIR) (wavelengths ~450nm to ~825nm)
Flight lines are shown in the thumbnail above.  Further information and data can be obtained through the contacts below.

Organization: Western Australian Marine Science Institution
Christmas Island Coastline - 2011update

A coastline polygon was created from the 2011 digital elevation model (DEM) by Geoscience Australia using ArcMap. When compared to the 2010 coastline (1:30,000 data), and the 2011 orthophotography, the 2011 coastline follows the actual coast more accurately. To make the coastline, all the DEM pixels were reclassified using the ‘reclassify’ tool to give the value of zero, then the coastline was generated using the ‘raster to polygon tool’.
Notes on other coast outlines:
Cadastre coastline: The coastline displayed as part of the cadastre is derived from the 1999 coastline, as well as some sections which have been manually surveyed.
1999 coastline: A digital elevation model of Christmas Island was created in 1999 from which a coastline was created. This is presumed to be the basis of the 1:25,000 coastline and the original 1:30,000 coastline.
Disclaimer

Tags: Christmas, IOT, coast, coastline, shore, shoreline
Organization: Department of Infrastructure, Transport, Cities and Regional Development
WAMSI 2 - Kimberley Node - Project 2.2.8 - Knowledge Integration and Management Strategy Evaluation (MSE) Modelling

This record describes the WAMSI KMRP Project 2.2.8: Knowledge Integration and Management Strategy Evaluation (MSE) Modelling of the Kimberley Region. The project explores the possible and desired futures of the Kimberley region using two computer models, Ecopath with Ecosim (EwE) and ALCES. In this project the future is defined to 2050.
EwE was used to characterise the trophic structure, ecosystem attributes and impact of fishing and climate change in the region. ALCES modelled terrestrial land-use and landscape dynamics and interfaced with the marine ecosystem dynamics (EwE) model to generate output on how these ecosystems interact and change over time. The purpose of using these models was to integrate existing and new knowledge about the Kimberley system and to provide an estimation of the likely impacts of different stressors on the land (ALCES) and marine (EwE) environments. 
This metadata record relates to the input and outputs for EwE and lists only the inputs form ALCES. Refer to the additional metadata description for details on the ALCES component.

Organization: Western Australian Marine Science Institution
State Library of Western Australia: WA Theatre Ephemera

These datasets contain bibliographic records and some persistent URLs for posters and programs of WA Theatre productions and company ephemera; as well as out of copyright photographs of theatre and picture venues, events, people and places connected to the theatre sector held within the State Library of Western Australia’s collection.
As a whole, these two sets provide a glimpse into the theatrical landscape of WA, from amateur societies to University theatres to professional companies; the venues which housed performances, and the people who put them on.
The URLs in the "WA Theatre Posters, Programs, Ephemera" dataset contain a mixture of digitised images from the collection and the permanent bibliographic record in the State Library of Western Australia catalogue: URLS starting with “https://purl.slwa.wa.gov.au” or “https://slwa.wa.gov.au/images” are digitised items.
URLs starting with “https://encore.slwa.wa.gov.au" are bibliographic records.
The URLs in the "WA Theatre venues events people places 1896-1955" dataset are all digitised images.
Some records have multiple URLs collated into one field. Each unique URL is separated by the ^ symbol and each corresponding caption appears sequentially in the following field. The captions are also separated by the ^ symbol.

Tags: Theatre, amateur theatre, ephemera, historic photographs
Organization: State Library of Western Australia
Floreat Beach 4 - Orthomosaic JPEG2000 - Aug 2019

No description available.

Tags: 3d, beach, beachface, blowout, change, coast, coastal, coastline, drift, drone, dune, foreshore, habitat, management, marine, movements, orthomosaic, photogrammetry, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Habitat Sampling Initiative

An overview of benthic habitat surveys in Western Australia, combining surveys from multiple State Government agencies, research institutions and Universities.
Disclaimer: The map is in development and does not show real or comprehensive survey data until this message disappears.
Contributing data
Attendees of the Managing Coastal Vulnerability workshop can:

Register your account and contact us.
We will give you write permission by making you admin or editor of your organisation, and member of the Habitat Sampling Initiative Group.
Add metadata for your data by creating a dataset, attach a GeoJSON (QGIS video tutorial, save as CRS EPSG 4326/WGS84) or KML file of your surveyed transects (including survey date or period in site attributes if possible) as resources, and add the dataset to the group Habitat Sampling Initiative.
Add the link to your access-restricted data on Pawsey as another resource to the dataset.
Add any other public data resource here if and when appropriate.
Use the CKAN API to upload metadata from your existing catalogues following these examples.

Discovering data
The following resources give an interactive overview of all Habitat Sampling Initiative datasets:

Tags: benthic, habitat, map
Organization: Department of Biodiversity, Conservation and Attractions