AndreaBozzo/ceres-open-data-index huggingface dataset:
Floreat-f4 - Point Cloud LAS - Aug 2022

The sixth capture of the Floreat dog beach, 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 Sparse 3D Point Cloud (i.e. a 3D set of points): the X,Y,Z position and colour information is stored for each point of the point cloud. This dataset is of the Floreat dog beach (2022 Flight-4 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
Adopt a Soldier

A collection of more than 700 photographs of World War I soldiers was digitised in 1999 as part of the Adopt-A-Soldier project. 
We're delighted to announce that this set was recently used in GovHack 2016 for the iHero Application entry https://2016.hackerspace.govhack.org/content/ihero .  Summary from the Entry: Our project ''iHero" is a web application that uses facial recognition to search Australian service photos across various conflicts as captured by the State Library of Western Australia,  Australian War Memorial, National Archives of Australia and the State Library of Queensland.

Tags: historic photographs, soldiers, world war 1
Organization: State Library of Western Australia
WAMSI Node 1.1 - Marmion Lagoon CTD and Mooring Measurement Program(July 2007 to May 2008)

The Science Plan for WAMSI Node 1 Project 1 characterised the south west Australian marine coastal and shelf ecosystem structure and function.
Mooring progam
An array of instruments was deployed four times between July2007 and
May 2008, recovered after 4-6 weeks each time to download data, and service the instruments.
CTD Surveys
During the course of the mooring program a ctd survey of the region was completed at approximately monthly intervals using the RV Linnaeus. In the first 2 surveys a grid of 25 stations was occupied after which a further 5 stations were added to the northern end of the grid.

Organization: Western Australian Marine Science Institution
WAMSI Node 3.5 - Biological oceanography - Tissue and gut samples from suspension feeders

During May 2007 and May and Nov 2008 a total of 305 individuals from 46 fish species were collected with line or spear under the approval of the Department of Environment and Conservation (permit numbers SF006335, CE001989 and SW012041). 
Reef-based fishes were collected from one of seven sites that traverse the reef, from reef slope to lagoon (thumbnail), while pelagic species were caught by trolling along the reef slope in the vicinity of stations 6 and 7. 
Paired tissue and gut samples were taken to determine stable isotope ratios of carbon and nitrogen and fatty acid analysis

Organization: Western Australian Marine Science Institution
Lands and Surveys Historic Map Series

Bibliographic data and links to persistent URL of Lands &amp; Surveys Western Australian Historic Map Series of the 1880-1890s, showing State Land Divisions, pastoral leases with number, lessee, area, boundary length, location numbers, tracks, roads and their gazettal date. 

Tags: NSLA, historical data, map, national and state libraries of australasia, survey
Organization: State Library of Western Australia
1985 Vegetation map of Christmas Island

This dataset has been digitised from the 1:25000 vegetation map of Christmas Island
(accompanying Mitchell's 1985 report). The vector version was completed on behalf of Parks
Australia Christmas Island. Geoscience Australia used ArcInfo to 'heads-up' digitise a
scanned version of the map. Once digitised the arcs were built into polygons and the map
was attributed based on the Geoscience Australia data dictionary guidelines.
Disclaimer

Tags: Christmas, IOT, vegetation
Organization: Department of Infrastructure, Transport, Cities and Regional Development
Floreat-f3 - Point Cloud LAS - 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 Sparse 3D Point Cloud (i.e. a 3D set of points): the X,Y,Z position and colour information is stored for each point of the point cloud. This dataset is 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
Christmas Island Water Resources - Zone of very high vulnerability

Water resources data for Christmas Island were assembled as part of ongoing groundwater investigations and monitoring undertaken on Christmas Island during the period from October 1996 to June 1999. 
The shapefile ‘vh_vulnerability.shp’ contains polygon data indicating the approximate area of the perched aquifer that is at very high risk from water contamination and over extraction.
Accuracy: The estimated extent of the boundary is based on information from salinity monitoring boreholes and some estimation based on knowledge of freshwater aquifer behavior on the island.  The boundaries are somewhat subjective and are in fact not fixed, as they will move according to wet and dry periods. Hence it is difficult to generate an accuracy estimate. It could be said that the very high vulnerability boundary would normally be within 30m of the boundary shown, but this could be greater during very dry or very wet periods.
Layers were supplied as ESRI shapefiles in CIG85 projection. In September 2003, Geoscience Australia projected these shapefiles into the MGA (GDA94) projection using an XY (X=550015, Y=8780001) shift.
Disclaimer

Tags: Christmas, IOT, groundwater, topographic, water, water resource
Organization: Department of Infrastructure, Transport, Cities and Regional Development
WAMSI 2 Kimberley Marine Research Program: Project 1.1.2 Key Ecological Processes in Kimberley Benthic Communities - Herbivory

Herbivory is a key ecological process that sustains food webs, and can regulate the biomass of primary producers in an ecosystem. It has long been hypothesized that rates of herbivory are greatest in the tropics, although strong evidence to support this is limited. The aim of this project was to identify the key species of herbivores, to identify the grazing rates of key herbivores, and in conjunction with project WAMSI 2 KMRP Project 2.2.4 (benthic primary productivity) provide estimates of the proportion of production that is consumed by herbivores. 
The research on herbivory was focused on the islands and coast of the Bardi Jawi Indigenous Protected Area in the Kimberley (Western Australia), encompassing Jalan (Tallon Island) and Iwany (Sunday Island). Focus of the herbivory study was on one type of habitat (seagrass meadows), and the diet of two species of herbivores (golden-lined rabbitfish and green turtle).
Four surveys were conducted between October 2014 and April 2016. At these locations the following measurements or collections were made (not all measurements were made during each survey):
(1) Rates of herbivory (three surveys). These data are presented in the report for WAMSI KMRP 2.2.4, here the focus is on assessing rates of herbivory as a proportion of primary production; 
(2) Collections of golden-lined rabbitfish (Siganus lineatus); and 
(3) Blood samples from green turtles (Chelonia mydas).
Ten green turtles were tagged with satellite tags: 4 in April 2015, and 6 in April 2016.
This data record only pertains to data held by CSIRO. For access to all other data generated by collaborative research partners of the KMRP 1.1.2 project refer to the additional metadata field.

Organization: Western Australian Marine Science Institution
Christmas Island Water Resources – Perched Freshwater Aquifer - Outline

Water resources data for Christmas Island were assembled as part of ongoing groundwater investigations and monitoring undertaken on Christmas Island during the period from October 1996 to June 1999. 
The shapefile ‘Perched_aquifer_line.shp’ contains line data indicating the approximate boundary of the perched aquifer on Christmas Island.
Accuracy: The estimated extent of the boundary is based on information from salinity monitoring boreholes and some estimation based on knowledge of freshwater aquifer behavior on the island.  The boundaries are somewhat subjective and are in fact not fixed, as they will move according to wet and dry periods. Hence it is difficult to a generate an accuracy estimate. It could be said that the very perched aquifer boundary would normally be within 30m of the boundary shown, but this could be greater during very dry or very wet periods
Layers were supplied as ESRI shapefiles in CIG85 projection. In September 2003, Geoscience Australia projected these shapefiles into the MGA (GDA94) projection using an XY (X=550015, Y=8780001) shift.
Disclaimer

Tags: Christmas, IOT, groundwater, topographic, water, water resource
Organization: Department of Infrastructure, Transport, Cities and Regional Development
Christmas Island Road Network – 2013 Update

In May 2013, the Christmas Island road layer (as used in the NATMAP 1:30,000k general reference
map of Christmas Island) was updated using the 2011 orthophotography and data provided by Christmas Island National Park in 2012.  Significant manual digitising was undertaken to align all roads with the orthophotography.
The updates from the National Park included rehabilitation field tracks, and had been developed from
the 2011 orthophotography, from on-ground knowledge.
Disclaimer

Tags: Christmas, IOT, infrastructure, roads, topographic, tracks, trails
Organization: Department of Infrastructure, Transport, Cities and Regional Development
Floreat Beach 3 - Dense Point Cloud - May 2019

This is the third 3D data model of Floreat Beach UAV imagery captured on 15th May 2019 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 model includes both 3D Point Cloud and 3D Mesh constructed from over 1000 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 
https://youtu.be/kDN3HT8FlnQ
Link to the Sketchfab visualisation of the 3D textured mesh for 15th May 2019 
https://skfb.ly/6O9yw 
The dataset is a dense 3D point cloud (i.e. a 3D set of points): the X,Y,Z position and colour information is stored for each point of the point cloud.

Tags: 3d, beach, beachface, blowout, change, coast, coastal, coastline, drift, drone, dune, foreshore, habitat, management, marine, movements, photogrammetry, pointcloud, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Floreat-f2 - Raster DTM 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 Terrain Model (DTM) 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
WAMSI Pilbara tri-colour scanner data - 25th September 2008

On the 25th of September 2008 a tricolour scanner (Airborne Research Australia/AWI Airborne Tri-spectral Scanner System) collected data from an area near Karratha (Regnard Bay).  The bands collected were red, green, near infra-red (NIR) (wavelengths ~450nm to ~825nm)
Flight lines are shown the thumbnail above.  Further information is available via the contacts below.

Organization: Western Australian Marine Science Institution
Floreat-f2 - Orthomosaic - 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 2cm Orthomosaic (GeoTIFF &amp; JP2000) of the area North of Floreat SLSC (2022 Flight-2 project area).

Tags: 3D, beach, beachface, blowout, change, coast, coastal, coastline, contours, drift, drone, dune, foreshore, habitat, management, marine, movements, orthomosaic, photogrammetry, pointcloud, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
WAMSI 2 - Kimberley Node - Project 1.1.3 Ecological Connectivity

Reproduction and recruitment underlie the maintenance of biological communities. For most marine organisms the ocean environment provides the potential for widespread dispersal of organisms during various life cycle stages via currents, tides and wind. 
Within the Kimberley region, key biological communities have a range of reproductive modes. Understanding patterns of larval connectivity is critical to managing the exposure of biological communities to disturbances in space and time.
KSN Project 1.1.3 employed genomic tools (microsatellite DNA markers and single nucleotide polymorphisms) and microchemistry to provide the first comprehensive measurements of the distances moved by marine organisms between Kimberley reefs, and how frequently organisms move between the Kimberley and other regions (e.g. offshore shoals, the Pilbara). The research also identified potential barriers to movement. Seven organisms (two hard corals, two seagrasses, a mollusc, two fishes) were chosen as models for exploring connectivity in the Kimberley at both fine and broad scales.
Samples for genetic analysis were collected during joint WAMSI/traditional owner field trips to the Dampier Peninsular and Buccaneer Archipelago in Spring and Summer 2014.
This metadata record applies to three of the seven species investigated as part of project WAMSI 2 KSN 1.1.3. The data held is Raw SNP genotype. Metadata records associated with other species and lodged by AIMS, WA Museum, Curtin University, Department of Fisheries (WA) and Edith Cowan University can be accessed via Pawsey.

Organization: Western Australian Marine Science Institution
Floreat-f3 - 3D Textured Mesh OBJ - 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 3D Textured Mesh (zipped OBJ format) 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
Digital Photographic Collection

50,000 digital photographs in which copyright has expired with bibliographic data and links to persistent URL of the digital image from the State Library of Western Australia Catalogue.
We're delighted to announce this dataset was used in the prize winning GovHack 2016 competition entry, Colourful Past.  https://2016.hackerspace.govhack.org/content/colourful-past 
The team summarized their entry thus: Colourful Past aims to create an immediate and lasting connection to our shared past, by giving you a channel to browse recorded in library or archive imagery.   You’ll be directed to a set of monochrome or faded photos with a click your sense can feast on an enhanced colour version.

Tags: historical data, national and state libraries of Australasia, nsla, pictorial
Organization: State Library of Western Australia
PBS Tri Drive Quad Axle Network 3B.1 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 Tri Drive Networks, PBS Tri Drive Quad Axle Lvl 1, RAV
Organization: Main Roads Western Australia
Tri Drive Network 1 Bridges

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, RAV, Tri Drive 1-5, Tri Drive Networks
Organization: Main Roads Western Australia
Fremantle Town Plan 1833.img

AU WA S235- cons3868 109
Fremantle 19. Part of Fremantle showing some additional allotments shaded blue which are submitted by the Surveyor General for approval of the Lieutenant Governor. W. K. Shenton [scale: 2 chains to 1 inch].

Tags: early, historical, plan, site, town
Organization: State Records Office of Western Australia
Floreat Beach 2 - Dense Point Cloud - Jan 2019

This is the second 3D data model of Floreat Beach UAV imagery captured on 8th Jan 2019 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 model includes both 3D Point Cloud and 3D Mesh constructed from over 1000 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 
https://youtu.be/s2ebvsZLuC0
Link to the Sketchfab visualisation of the 3D textured mesh for 8th Jan 2019 
https://skfb.ly/6O9yt 
The dataset is a dense 3D point cloud (i.e. a 3D set of points): the X,Y,Z position and colour information is stored for each point of the point cloud.

Tags: 3d, beach, beachface, blowout, change, coast, coastal, coastline, drift, drone, dune, foreshore, habitat, management, marine, movements, photogrammetry, pointcloud, protection, restoration, sand, shoreline, uav, vegetation, wa
Organization: Cambridge Coastcare
Floreat Beach 4 - Raster DTM GeoTIFF - Aug 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
WAMSI Kimberley hyper-spectral data - 18th September 2008

On the 18th of September 2008 a hyper-spectral scanner (AISA+ Airborne Hyperspectral System from Specim - Spectral Imaging Ltd.) collected data from part of the Kimberley (Montgomery Reef). 
The thumbnail shows flight lines.  Further information can be obtained through contacts listed below.

Organization: Western Australian Marine Science Institution