AndreaBozzo/ceres-open-data-index huggingface dataset:
Floreat-f1 - Raster DSM GeoTIFF - Aug 2021

The first capture of the area surrounding the Floreat Surf Life Saving Club, 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 10cm Digital Surface Model (DSM) of the South Floreat SLSC (2021 Flight-1 project area).

Tags: 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
1:250,000 Geological series map - Leonora ed2 (SH51-01)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Leonora region of Western Australia. The map was published in 1977. This data is held in GDA decimal degrees.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Leonora, Mine, Minerals, Mining, SH51-01
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Winning Pool - Minilya ed2 (SF50-13 - SF49-16)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Winning Pool - Minilya region of Western Australia. The map was published in 1984. This data is held in GDA 94 decimal degrees. 

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Minilya, Mining, SF49-16, SF50-13, Winning Pool
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Wanna (SH52-02)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Wanna region of Western Australia. The map was published in 1976. This data is held in GDA 94 decimal degrees. 

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, SH52-02, Wanna
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:50,000 Geological series map - Yallingup (1930 IV)

Detailed geological mapping at 1:50 000 providing information on such themes as structural geology, mines and mineral deposits, topography and cultural features, hydrogeological features, graphic lithological logs, potential and perspective mines and open cuts and geomorphological units. The map was published in 1991. This data is held in GDA decimal degrees.

Tags: 1930 IV, 50 000, Geological Series Map, Geology, Geomorphology, Geosciences, Hydrogeology, Industry, Map, Mine, Minerals, Mining, Yallingup
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:50,000 Geological series map - Nanson (1549 I)

Specific mapping at 1:50 000 providing information on such themes as structural geology, topography and cultural features. The map was published in 1968. 

Tags: 1549 I, 50 000, Geological Series Map, Geology, Geosciences, Industry, Map, Mine, Minerals, Mining, Nanson, Scanned Map
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Marmion (2839)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Marmion region of Western Australia. The map was published in 2002. This data is held in GDA decimal degrees.

Tags: 100 000, 2839, Geological Series Map, Geology, Geosciences, Industry, Marmion, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Dummer (SF51-04)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Dummer region of Western Australia. The map was published in 1977. This data is held in GDA 94 decimal degrees.

Tags: 250 000, Dummer, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, SF51-04
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:50,000 Geological series map - Moore - Cape Leschenault (2035 III)

Detailed geological mapping at 1:50 000 providing information on such themes as structural geology, mines and mineral deposits, topography and cultural features, hydrogeological features, graphic lithological logs, potential and prospective mines and open cuts and geomorphological units. The map was published in 1977. This data is held in GDA decimal degrees.

Tags: 2035 III, 50 000, Cape Leschenault, Geological Series Map, Geology, Geomorphology, Geosciences, Hydrogeology, Industry, Map, Mine, Mining, Moore
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Reedy (2543)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Reedy region of Western Australia. The map was published in 2014. This data is held in GDA decimal degrees.

Tags: 100 000, 2543, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, Reedy
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Holt (4546)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Holt region of Western Australia. The map was published in 2009. This data is held in GDA decimal degrees.

Tags: 100 000, 4546, Geological Series Map, Geology, Geosciences, Holt, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Esperance - Mondrain Island (SI51-06 - SI51-10)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Esperance - Mondrain Island region of Western Australia. The map was published in 1973.

Tags: 250 000, Esperance, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, Mondrain Island, SI51-06, SI51-10
Organization: Department of Energy, Mines, Industry Regulation and Safety
Households and risk of homelessness post retirement

An analysis of Census data has been undertaken to examine households who may be at risk of homelessness once those who are employed retire from the workforce.  The cohort needed to meet all of the following criteria:
•   Reference person aged  50+ years 
•   Employed reference person or partner
•   Current tenure is renting
•   Income is considered moderate (defined as $600-1249 per week)

Tags: Housing, WA, seniors
Organization: Department of Communities
Christmas Island Laser DEM Shiny Colour Drape Images - 2000

In 2000 AAM surveys Pty Ltd. was commisioned by the commonwealth to fly an airborne laser scanning survey of Christmas Island.  Raw data was tiled to shapefiles then converted to grids from which the LaserDEM shiny colour drape images were made. A wet look shiny colour drape algorithm was applied to each of the 27 '2000 LaserDEM Grid' tiles using ERMapper®, and the results saved as Tagged Image File Format (TIFF) images in both 8 bit (256 colour) and 24 bit (16 million colour) formats. Each wet look shiny colour drape DEM tile was also saved as an Enhanced Compressed Wavelet (ECW) image. The colour range has been optimized for each individual tile to provide maximum information. A consequence of this is that colours may not match at adjoining edges. Each image tile has a 1m pixel size. Most inland tiles and several coastal tiles are 2km x 2km in area. The inland tiles located at the edge of the flight path extent, and most coastal tiles, deviate from the 2km x 2km standard tile size as adjacent tiles have been merged to minimize areas of no data and ocean.  The advantage of the 2000 Laser DEM over previous DEMs is that the laser scanner used to produce the DEM was able to penetrate vegetation. Previous DEMs included the height of tree tops rather than the ground elevation obscured by vegetation. The 2000 Laser DEM therefore provides a more accurate and detailed picture of the ground surface of Christmas Island. Topographic features overgrown with vegetation are apparent on the 2000 Laser DEM shiny colour drape images, where in previous versions of CIGIS DEMs they were not.

AAM Surveys Pty Ltd Indicate that the horizontal accuracy of the airborne laser scanner is between 0.3 and 0.5 metres.

LaserDEM shiny colour drape image tiles have been produced for the eastern half of the island only, as only the eastern half of the island has been surveyed with the laser scanner.

<a href="https://www.infrastructure.gov.au/utilities/disclaimer.aspx">Disclaimer</a>

Tags: Christmas Island, Drape, IOT
Organization: Department of Infrastructure, Transport, Cities and Regional Development
1:250,000 Geological series map - Throssell (SG51-15)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Throssell region of Western Australia. The map was published in 1978.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, SG51-15, Throssell
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Buldania (3333)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Buldania region of Western Australia. The map was published in 2007. This data is held in GDA decimal degrees. 

Tags: 100 000, 3333, Buldania, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
Geolocation index for WA townsite plans - AU WA S2168

Geolocation and other data for townsite plans transcribed from <em>"Cancelled public plans" and related plans of Western Australia 1865 - 1987. An inventory and catalogue edited by A.Mali with the support of of the Department of Land Administration of Western Australia</em>

( Townsite plans - https://archive.sro.wa.gov.au/index.php/townsite-plans-s2168)

Tags: townsites
Organization: State Records Office of Western Australia
Estimated Olive Residue

The olive residue production data is based on the estimated olive production, from the 2015-16 statistical area 2 (SA2) level, an Australian Statistical Geography Standard (ASGS) that is part of the ABS geographical framework for collection and dissemination of geographically classified statistics. SA2s are general-purpose medium sized areas, representing a community that interacts together socially and economically and generally have a population range of 3,000 to 25,000 persons. They can be linked to LGAs through correspondence tables that ABS provides. LGA’s with less than 5 Tonnes of Olive production were excluded from the analysis.

Tags: WA-HFN
Organization: Department of Primary Industries and Regional Development
1:50,000 Geological series map - Fremantle (2033 IV)

Detailed geological mapping at 1:50 000 providing information on such themes as structural geology, mines and mineral deposits, topography and cultural features, hydrogeological features, graphic lithological logs, potential and perspective mines and open cuts and geomorphological units. The map was published in 1986. This data is held in GDA decimal degrees.

Tags: 2033 IV, 50 000, Fremantle, Geological Series Map, Geology, Geomorphology, Geosciences, Hydrogeology, Industry, Map, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Kirkalocka (SH50-03)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Kirkalocka region of Western Australia. The map was published in 1982. This data is held in GDA 94 decimal degrees.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Kirkalocka, Mine, Minerals, Mining, SH50-03
Organization: Department of Energy, Mines, Industry Regulation and Safety
SWAEI_Priority_Areas_and_Threat_WWF_20121113.img

© Western Australian Land Information Authority (Landgate). Use of Landgate data is subject to <a href="https://www.landgate.wa.gov.au/siteassets/documents/location-data-and-services/licensing/slip-transaction-personal-use-licence-300523.pdf">Personal Use License</a> terms and conditions unless otherwise authorised under <a href="https://www.landgate.wa.gov.au/location-data-and-services/discovering-landgate-data/licensing/">approved License terms and conditions</a>. 

Tags: 13, 2012, ecoregion, initiative, nov, november, south-west, swaei
Organization: Landgate
1:100,000 Geological series map - Lake Mason (2842)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Lake Mason region of Western Australia. The map was published in 2004. This data is held in GDA decimal degrees. 

Tags: 100 000, 2842, Geological Series Map, Geology, Geosciences, Industry, Lake Mason, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
WAMSI1 - Node 1.1.3 - Marmion Benthic Survey 2007

In May-June 2007, an "autumn bloom cruise" was conducted on the National Marine Facility, Southern Surveyor, led by Peter Thompson. The voyage was conducted in three legs, with a the first conducted from May 10th to May 15th focused on benthic habitats. Benthic based operations were performed over two transects near Perth at 31.71ºS and 31.76ºS from 115.63ºE to 115.15ºE with stations at depths of 30, 40, 50, 75, 100 and 150m. Acoustic swath mapping of the sea-bed was conducted during the entire voyage; at each of the 12 study sites, benthic sled dredges, sediment grabs, benthic video and CTD casts were completed.

Tags: WAMSI
Organization: Western Australian Marine Science Institution
1:100,000 Geological series map - Marble Bar (2855)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Marble Bar region of Western Australia. The map was published in 2008. This data is held in GDA decimal degrees.

Tags: 100 000, 2855, Geological Series Map, Geology, Geosciences, Industry, Marble Bar, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Riverina (3038)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Riverina region of Western Australia. The map was published in 1996. This data is held in GDA decimal degrees.

Tags: 100 000, 3038, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, Riverina
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Mandora (SE51-13)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Mandora region of Western Australia. The map was published in 1981. This data is held in GDA 94 decimal degrees.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mandora, Mine, Minerals, Mining, SE51-13
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Mount Elizabeth (SE52-01)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Mount Elizabeth region of Western Australia. The map was published in 1969. This data is held in GDA 94 decimal degrees. 

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, Mount Elizabeth, SE52-01
Organization: Department of Energy, Mines, Industry Regulation and Safety
Merlinleigh 3D geology

The Merlinleigh Sub-basin, 2013 GeoModeller project contains both 3D and 2D geoscientific data and was originally a case history from Intrepid Geophysics’ used to show the capabilities of their data processing software INTREPID, combined with the geological and geophysical modelling package GeoModeller. Subsequent conversions have allowed the product also to be released as a GOCAD model and Geoscience ANALYST visualization. The 3D and 2D data are held in Map Grid of Australia (GDA94) Zone 50 eastings and northings.

Tags: Geology, Geomodeller, Geoscience, Merlinleigh
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Lightfoot (3539)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Lightfoot region of Western Australia. The map was published in 2010. This data is held in GDA decimal degrees.

Tags: 100 000, 3539, Geological Series Map, Geology, Geosciences, Industry, Lightfoot, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Pender (SE51-02)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Pender region of Western Australia. The map was published in 1983. This data is held in GDA 94 decimal degrees.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, Pender, SE51-02
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Minigwal (SH51-07)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Minigwal region of Western Australia. The map was published in 1977. This data is held in GDA decimal degrees.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Minigwal, Mining, SH51-07
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Charnley ed2 (SE51-04)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Charnley region of Western Australia. The map was published in 2014. This data is held in GDA decimal degrees.

Tags: 250 000, Charnley, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, SE51-04
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Mcintosh (4462)

Detailed geological mapping at 1:100 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the McIntosh region of Western Australia. The map was published in 1997. This data is held in GDA decimal degrees.

Tags: 100 000, 4462, Geological Series Map, Geology, Geosciences, Industry, Mcintosh, Mine, Minerals, Mining
Organization: Department of Energy, Mines, Industry Regulation and Safety
WAMSI Westport Marine Science Program - WWMSP8.3 - Spatio-temporal distribution of key habitat-uses and key prey species for Indo-Pacific bottlenose dolphins in Owen Anchorage and Cockburn Sound, including a fine-scale understanding of the use of the habitats in the Kwinana Shelf

WWMSP8.3 aims to address gaps in our understanding of the ecology of Indo-Pacific bottlenose dolphins (Tursiops aduncus) in Owen Anchorage and Cockburn Sound in order to improve the scientific basis for environmental impact assessment (EIA) of the proposed Westport port development. 

<strong>Broad-scale distribution and habitat modelling of Indo-Pacific bottlenose dolphins</strong>

This report presents the results from analysing data collected between 2011 and 2015, focusing on the broad-scale spatial and temporal distribution of the two communities of Indo-Pacific bottlenose dolphins’ resident in Owen Anchorage and Cockburn Sound.

A total of 72 surveys were conducted in Owen Anchorage, and 73 surveys were conducted in Cockburn Sound. These surveys followed three systematic zigzag survey routes that were pre-designed in each region, spanning from June 2011 and May 2015. During these surveys, we performed photo-identification and recorded environmental variables such as water depth, sea surface temperature, and water visibility for dolphin sightings within the study area. We observed a total of 94 dolphin groups (incl. 36 foraging and 13 resting) in Owen Anchorage and 119 dolphin groups (Incl. 49 foraging and 19 resting) in Cockburn Sound, with the majority being mixed-sex groups. Additionally, calves, which are individual dolphins still dependent on their mothers, were present in most of the groups with adult dolphins.

Tags: Indo-pacific Humpback Dolphin, cockburn sound
Organization: Western Australian Marine Science Institution
1:250,000 Geological series map - Forrest (SH52-10)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Forrest region of Western Australia. The map was published in 1971. This data is held in GDA 94 decimal degrees.

Tags: 250 000, Forrest, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, SH52-10
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Hyden (SI50-04)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Hyden region of Western Australia. The map was published in 1984.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Hyden, Industry, Mine, Minerals, Mining, SI50-04
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:100,000 Geological series map - Sandalwood (3144)

Blake.D, and Whitaker.A, 1996 Sandalwood Preliminary Edition (1:100,000 scale geological map) Australian Geological Survey Organisation, Canberra.

Tags: 100 000, 3144, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, Sandalwood
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Lucas ed2 (SF52-02)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Lucas region of Western Australia. The map was published in 1978. This data is held in GDA 94 decimal degrees.

Tags: 250 000, Geological Series Map, Geology, Geosciences, Industry, Lucas, Mine, Minerals, Mining, SF52-02
Organization: Department of Energy, Mines, Industry Regulation and Safety
1:250,000 Geological series map - Bencubbin (SH50-11)

Detailed geological mapping at 1:250 000 providing information on geological units, structural geology and faultlines, to produce a geological plan of the Bencubbin region of Western Australia. The map was published in 1984.

Tags: 250 000, Bencubbin, Geological Series Map, Geology, Geosciences, Industry, Mine, Minerals, Mining, SH50-11
Organization: Department of Energy, Mines, Industry Regulation and Safety