AndreaBozzo/ceres-open-data-index huggingface dataset:
2010 Index of Stream Condition - Large Trees polygon features

The ISC2010_LARGE_TREES polygon features represent trees that exceed a predefined height and crown area criteria. These criteria can vary depending on the Ecological Vegetation Class (EVC). Large Trees are mapped within a 300m buffer of the ISC2010_STREAMBED_WIDTH feature but are assessed for Metrics within the 40m riparian zone (defined as 40m from Streambed Width) . This data set is derived from source Fractional Cover and Canopy Height raster data. The data set also contains additional polygon divisions created by the introduction of Side and 40m buffer boundaries. Small polygons (<10m2) that were created by the introduction of these boundaries have been removed.

River condition in Victoria is assessed every 5 years using the Index of Stream Condition (ISC). The Department of Environment and Primary Industries (DEPI) developed a methodology to assess the Physical Form and Riparian Vegetation components of the ISC using remote sensing data, specifically LIDAR and aerial photography. 

A State Wide mapping project was undertaken in 2010-13 to accurately map the Physical Form and Riparian Vegetation metrics of the ISC . Other ISC metrics were not assessed in the project and were derived from other sources.

The Physical Form and Riparian Vegetation Metric products are a combination of mapped Vector and Raster data as well as Tabular Summary Statistics about the mapped features. In the context of the project, the term Metrics is used to refer to both the mapped features and the summary statistics. 

Remote sensing data used includes 15cm true colour and infra-red aerial photography and four return multi-pulse LiDAR data. This source data was used to derive a variety of Raster data sets including Digital Terrain Models, Slope, Vegetation Height and Vegetation Cover. The Digital Terrain and Slope rasters were used to map Physical Form metrics including Stream Bed, Top of Bank and River Centre Lines while the Vegetation Height and Cover rasters were used to map the Riparian Vegetation metrics.
The Project Report "Aerial Remote Sensing for Physical Channel Form and Riparian Vegetation Mapping" describes the remote sensing and mapping approach used to create this data set.

Tags: Elevation, Imagery base maps earth cover, Inland waters, Transportation
Organization: Department of Energy, Environment and Climate Action
2010 Index of Stream Condition - River Centre Lines at the Reach Level

The ISC2010_RIVER_CENTRELINE_R line features represent the set of river reaches that are assessed in the 2010 ISC. The line features represents the middle of the river channel and have been defined as the midpoint of the ISC2010_STREAMBED_WIDTH polygon feature. This data set represents a re-alignment of the ISC2004 River Reaches. River centre lines have been connected at Reach ends and flow direction has been enforced. Each Reach has Metric Statistics assessed and recorded in Reach Summary (_R) Tabes. 

The ISC2010_RIVER_CENTRELINE_R is designed to JOIN to all ISC2010_<METRIC>_R tables.

The ISC2010_RIVER_CENTRELINE_REACH acts as the spatial key to which all other Physical Form and Riparian Vegetation reach metric statistics can be linked.

River condition in Victoria is assessed every 5 years using the Index of Stream Condition (ISC). The Department of Environment and Primary Industries (DEPI) developed a methodology to assess the Physical Form and Riparian Vegetation components of the ISC using remote sensing data, specifically LIDAR and aerial photography. 

A State Wide mapping project was undertaken in 2010-13 to accurately map the Physical Form and Riparian Vegetation metrics of the ISC . Other ISC metrics were not assessed in the project and were derived from other sources.

The Physical Form and Riparian Vegetation Metric products are a combination of mapped Vector and Raster data as well as Tabular Summary Statistics about the mapped features. In the context of the project, the term Metrics is used to refer to both the mapped features and the summary statistics. 

Remote sensing data used includes 15cm true colour and infra-red aerial photography and four return multi-pulse LiDAR data. This source data was used to derive a variety of Raster data sets including Digital Terrain Models, Slope, Vegetation Height and Vegetation Cover. The Digital Terrain and Slope rasters were used to map Physical Form metrics including Stream Bed, Top of Bank and River Centre Lines while the Vegetation Height and Cover rasters were used to map the Riparian Vegetation metrics.
The Project Report "Aerial Remote Sensing for Physical Channel Form and Riparian Vegetation Mapping" describes the remote sensing and mapping approach used to create this data set.

Tags: Elevation, Imagery base maps earth cover, Inland waters, Transportation
Organization: Department of Energy, Environment and Climate Action
Vicmap Admin - Ward Polygon 2012

Part of the Vicmap Admin dataset series. This dataset contains WARD Boundaries (WARDS) for all LGA's within Victoria. WARDS are defined by Local Government Victoria, within the Department of Transport Planning & Local Infrastructure (DTPLI) and maintained by the Victorian Electoral Comission. 

NOTE: This dataset was superceded by WARD_2016 in October 2016, and was withdrawn in February 2017 from the Vicmap Admin product.

Tags: Boundaries, Environment, Planning cadastre
Organization: Department of Transport and Planning
Urban Development Program - Industrial Land 2022

The Urban Development Program (UDP) -Industrial Land. Identifies all industrial land and the development status and size of each land parcel in hectares across metropolitan Melbourne.
This information identifies all industrial zoned land (Industrial 1, 2 and 3 as well as Commercial 2 Zone), and land of an industrial character and includes the Airport Business Parks, selected Special Use Zones, selected Comprehensive Development Zones and specific precincts within the Activity Centre Zones and Urban Growth Zones.

Each land parcel is assessed as being either: 
*Occupied - Parcels that contain industrial or commercial buildings, container parks, informal car parking, quarries, and hardstand storage areas.
*Zoned vacant - Parcels that are zoned for industrial use but have no intensive use / visible capital investment.
*Zoned non-industrial use - Parcels that are zoned for industrial use but have an existing use /capital investment that is not industrial. Examples include residential buildings and agricultural infrastructure. Over time these are likely to be redeveloped to industrial uses.
*Unzoned - Parcels identified in strategic plans for future industrial purposes.

Tags: Planning cadastre, Structure
Organization: Department of Transport and Planning
Major Residential Redevelopments Sites 2019

The Urban Development Program (UDP) monitors and reports on major residential redevelopment projects across metropolitan Melbourne. Major redevelopment projects are those comprising ten or more dwellings. Data is collected from commercial data sources and through analysis of aerial imagery, and is verified through consultations with local council representatives.
These include projects which may have an existing planning permit, or are in the planning processes, those that are current under construction, as well as potential longer term projects on sites that local councils have identified for residential purposes.
A timing classification is attributed to each project based on commercial data sources, consultation with local councils, and the stage the project has reached in the planning process. The Urban Development Program reports on major redevelopment projects using the following categories:
¿	Completed (a project was completed from Jan 2017 to Jan 2019)
¿	Under Construction (a project was under construction at Jan 2019)
¿	Firm (Recent planning approval, project with pre-sales)
¿	Likely (In planning assessment, planning permit extension may be required to develop)
¿	Possible (Long term redevelopment site, permit lapsed ).

While the UDP acknowledges a proportion of proposed projects may be abandoned or delayed, the classification process provides an indicator of available supply provided there is sufficient demand. In addition, it is acknowledged there are also sites within the established parts of Melbourne that may be suitable for residential development into the future but have not yet been identified. The UDP will continue to report on these sites as they are identified for redevelopment for residential purposes.
It should also be noted that the timings attached to these projects are indicative. Construction rates can be cyclical in nature, and highly dependent on underlying demand and pre-sales, economic cycles and industry capacity. This can mean that stated development intentions will vary from on the-ground construction activity over time and by location.

Tags: Structure
Organization: Department of Transport and Planning
Urban Development Program - Major Residential Redevelopments Sites 2020

The Urban Development Program (UDP) monitors and reports on major residential redevelopment projects across metropolitan Melbourne. Major redevelopment projects are those comprising ten or more dwellings. Data is collected from commercial data sources and through analysis of aerial imagery, and is verified through consultations with local council representatives.
These include projects which may have an existing planning permit, or are in the planning processes, those that are current under construction, as well as potential longer term projects on sites that local councils have identified for residential purposes.
A timing classification is attributed to each project based on commercial data sources, consultation with local councils, and the stage the project has reached in the planning process. The Urban Development Program reports on major redevelopment projects using the following categories:
¿	Completed (a project was completed from Jan 2017 to Jan 2019)
¿	Under Construction (a project was under construction at Jan 2019)
¿	Firm (Recent planning approval, project with pre-sales)
¿	Likely (In planning assessment, planning permit extension may be required to develop)
¿	Possible (Long term redevelopment site, permit lapsed ).

While the UDP acknowledges a proportion of proposed projects may be abandoned or delayed, the classification process provides an indicator of available supply provided there is sufficient demand. In addition, it is acknowledged there are also sites within the established parts of Melbourne that may be suitable for residential development into the future but have not yet been identified. The UDP will continue to report on these sites as they are identified for redevelopment for residential purposes.
It should also be noted that the timings attached to these projects are indicative. Construction rates can be cyclical in nature, and highly dependent on underlying demand and pre-sales, economic cycles and industry capacity. This can mean that stated development intentions will vary from on the-ground construction activity over time and by location.

Tags: Structure
Organization: Department of Transport and Planning
Geological lines based on geological interpretation of geophysical data (1:1,000,000)

This dataset contains primary geological data, namely Pre-Permian geological rock units and boundary types separating rock units. The linear features in this dataset are only comprised of geological boundaries and faults.

The data has been collected by the Geological Survey of Victoria. This dataset is accompanied by another dataset representing metamorphism.

The pre-Permian geology data from Simons and Moore (1999) shows the interpreted geology of Victoria, with the Permian and younger units stripped off. It was compiled from the surface geology map and interpretation of the extensive new magnetic, radiometric and gravity data along with seismic profiles where available. It attempts to reconcile the mapped geology with the geophysical data sets, to produce a map that is both geologically and geophysically reasonable. The data should be used in combination with the state magnetic image as this image gives extra information that could not be adequately presented on the map, such as sedimentary or contact-metamorphic changes in the magnetic properties of rock packages, dyke swarms, and thick basalt cover. 

The legend subdivides the rocks by time and palaeoenvironment or geochemistry, which gives a complementary view of the geology to that of the surface Australian crust during Phanerozoic orogenic events.

Granites were subdivided using White and Chappell's (1983) S, I and A classification, as this is a subdivision that is both generally understood and works well with the magnetic data. The time subdivisions are at the natural breaks in the Victorian geological record, usually the ends of orogenies. This has meant that all the intrusions associated with a particular event are grouped in the same time slice, even when some could perhaps be allocated to a younger time slice.

SIMONS, B.A.., AND MOORE, D.H. 1999. Victoria 1:1 000 000 Pre-Permian Geology. Geological Survey of Victoria.

WHITE, A.J.R. & CHAPPELL, B.W., 1983. Granitoid types and their distribution in the Lachlan Fold Belt, southeastern Australia. In Roddick, J.A. (ed.) Circum-Pacific Terranes, Geological Society of America Memoir 159, pp. 21-34.

Tags: Geoscientific information
Organization: Department of Energy, Environment and Climate Action
Jobs per ANZSIC in municipality

<p style="font-family: sans-serif;">Data collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data covers the period 2002-2024. It shows employment (number of jobs) in the entire municipality, classified by their ANZSIC1 industry and small area allocation.</p><p style="font-family: sans-serif;">This dataset has been <span style="font-weight: bolder;">confidentialised</span> to protect the commercially sensitive information of individual businesses. Data in cells which pertain to two or fewer businesses have been suppressed and are shown as a blank cell. The row totals refer to the true total, including those suppressed cells.</p><p style="font-family: sans-serif; margin-bottom: 0px;">To see CLUE block level data for this data set, please refer to the 'Jobs per ANZSIC for blocks' dataset. </p><p style="font-family: sans-serif;"><br>Non-confidentialised data may be made available subject to a data supply agreement. For more information contact cityfacts@melbourne.vic.gov.au</p><p style="font-family: sans-serif;">For CLUE block spatial files see <a href="https://data.melbourne.vic.gov.au/explore/dataset/blocks-for-census-of-land-use-and-employment-clue/information/" target="_blank">https://data.melbourne.vic.gov.au/explore/dataset/blocks-for-census-of-land-use-and-employment-clue/information/</a><br><br>For more information about CLUE see <a href="http://www.melbourne.vic.gov.au/clue" target="_blank">http://www.melbourne.vic.gov.au/clue</a><br><br>For more information about the ANZSIC industry classification system see <a href="http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0" target="_blank">http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0</a></p>

Tags: anzsic, business, census-of-land-use-and-employment, clue, employment, industry, jobs
Organization: City of Melbourne
Jobs per space use in municipality

<p style="font-family: sans-serif;">Data collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data covers the period 2002-2024. It shows employment (number of jobs) in the municipality, classified by their space use and small area allocation.</p><p style="font-family: sans-serif;">This dataset has been <span style="font-weight: bolder;">confidentialised</span> to protect the commercially sensitive information of individual businesses. Data in cells which pertain to two or fewer businesses have been suppressed and are shown as a blank cell. The row totals refer to the true total, including those suppressed cells. </p><p style="font-family: sans-serif;">To see CLUE block level data for this data set, please refer to the 'Jobs per space use for blocks' dataset. </p><p style="font-family: sans-serif;">Non-confidentialised data may be made available subject to a data supply agreement. For more information contact cityfacts@melbourne.vic.gov.au<br><br>For more information about CLUE see <a href="http://www.melbourne.vic.gov.au/clue" target="_blank">http://www.melbourne.vic.gov.au/clue</a><br><br>For more information about the ANZSIC industry classification system see <a href="http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0" target="_blank">http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0</a></p>

Tags: census-of-land-use-and-employment, cityreactivation, clue, employment, jobs, office, retail, space-use
Organization: City of Melbourne
Business establishments per ANZSIC in municipality

<p style="font-family: sans-serif;">Data collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data covers the period 2002-24. It shows the number of business establishments in the entire municipality, classified by their ANZSIC1 industry and small area allocation.</p><p style="font-family: sans-serif;">To see CLUE block level data, please refer to the 'Business establishments per ANZSIC for blocks' dataset. <br><br>A business establishment is defined as a<br>•<span class="tab"></span> Commercial occupant in a building<br>•<span class="tab"></span> Separate land use<br>•<span class="tab"></span> Any permanent presence of economic activity in accordance with standard Industry classification (ANZSIC).<br>Hence, if one organisation has its presence in several buildings in the CLUE area, each time it will be counted as a separate establishment. Consequently, the count of establishments presented in CLUE represents the number of locations, rather than 'enterprises'.<br><br>For more information about CLUE see <a href="http://www.melbourne.vic.gov.au/clue" style="background-color: rgb(255, 255, 255); font-family: sans-serif; font-size: 14px; font-weight: 400;" target="_blank">http://www.melbourne.vic.gov.au/clue</a><br><br>For more information about the ANZSIC industry classification system see <a href="http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0" style="background-color: rgb(255, 255, 255); font-family: sans-serif; font-size: 14px; font-weight: 400;" target="_blank">http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0</a></p>

Tags: anzsic, business, census-of-land-use-and-employment, clue, establishments, industry
Organization: City of Melbourne
Distracted driver and seatbelt detection categories (Quarterly)

Distracted driver and seatbelt detection offences are broken down into categories, showing how the number of fines issued for:
driver touching a portable device
driver with a portable device resting on body, clothes or lap
driver failing to ensure passenger is occupying a seating position with an approved seatbelt or wearing the approved seatbelt or both
driver failing to occupy the driver's seating position with an approved seatbelt or failing to wear the approved seatbelt or both
unregistered vehicle.

Tags: Government, portable device, seatbelt
Organization: Cameras Save Lives
Business establishments and jobs data by business size and ANZSIC in small areas

<p style="font-family: sans-serif;">Data collected as part of the City of Melbourne's Census of Land Use and Employment (CLUE). The data covers the period 2002-2024. It shows number of jobs and <span style="font-size: 0.875rem;">number of business establishments</span><span style="font-family: inherit; font-size: 0.875rem;"> by business size,</span><span style="font-family: inherit; font-size: 0.875rem;"> classified by their  ANZSIC1 and CLUE small area allocation.</span></p><p style="font-family: sans-serif;">Business size is determined by the total number of jobs at each business establishment and is categorised as follows:</p><ul><li>Non employing, no jobs allocated to the establishment.</li><li>Small business, 1 to 19 jobs employed at a business establishment.</li><li>Medium business, 20 to 199 jobs employed at a business establishment.</li><li>Larger business, 200 or more jobs employed at a business establishment.</li></ul><p style="font-family: sans-serif;">This dataset has been <span style="font-weight: bolder;">confidentialised</span> to protect the commercially sensitive information of individual businesses. Data in cells which pertain to two or fewer businesses have been suppressed and are shown as a blank cell. </p><p style="font-family: sans-serif;">The true column values for the City of Melbourne can be found in the 'Business establishments and jobs data by business size and ANZSIC in municipality' dataset. The values in this dataset refer to the true total, including those suppressed cells.<br><br>Non-confidentialised data may be made available subject to a data supply agreement. For more information contact cityfacts@melbourne.vic.gov.au<br><br>For CLUE small area spatial files see <a href="https://data.melbourne.vic.gov.au/explore/dataset/small-areas-for-census-of-land-use-and-employment-clue/map/?location=12,-37.81306,144.94413&amp;basemap=jawg.light" target="_blank">https://data.melbourne.vic.gov.au/explore/dataset/small-areas-for-census-of-land-use-and-employment-clue/map</a><br><br>For more information about CLUE see <a href="http://www.melbourne.vic.gov.au/clue" style="background-color: rgb(255, 255, 255); font-family: sans-serif; font-size: 14px; font-weight: 400;" target="_blank">http://www.melbourne.vic.gov.au/clue</a><br><br>For more information about the ANZSIC industry classification system see <a href="http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0" style="background-color: rgb(255, 255, 255); font-family: sans-serif; font-size: 14px; font-weight: 400;" target="_blank">http://www.abs.gov.au/ausstats/abs@.nsf/mf/1292.0</a></p>

Tags: anzsic, business, bussinesses, census-of-land-use-and-employment, clue-blocks, economy, employment, industry, jobs, large-business, medium-business, small-areas, small-business, sme
Organization: City of Melbourne