AndreaBozzo/ceres-open-data-index huggingface dataset:
Vertical light profiling data (NESP TWQ 2.1.9, AIMS)

The aim of the study was to obtain light and turbidity vertical profile data through the water column in Cleveland Bay over a four-day period and during maintenance dredging to use for developing an empirical spectral solar irradiance model. 

This dataset consists of 95 data files (spreadsheets). One file (.xlsx format) contains the spectral attenuation coefficient for downwelling light, Kd (lambda), for the 94 different vertical profiles taken within Cleveland Bay.  In addition, individual raw data files from the USSIMO Hyperspectral Irradiance Sensor for each profile are provided (.csv format).

Methods:

Over a 4-d period (12–15 September 2016), and during a period of routine maintenance dredging, 94 light and turbidity vertical profiles were measured through the water column in Cleveland Bay using a USSIMO multispectral radiometer (In Situ Marine Optics, Perth, Australia) and IMO-NTU turbidity sensor. The USSIMO incorporates a Carl Zeiss UV/VIS miniature monolithic spectrometer module as the internal light recording device providing irradiance measurement values at nanometer spectral spacing.

For each vertical profile the irradiance just-below surface incident irradiance Ed (0-, lambda) and the light attenuation coefficient Kd (lambda) were determined using the Beer-Lambert law. These data were used to calculate the wavelength specific light attenuation coefficients for downwelling light, Kd (lambda), using the relationship,

E(lambda,z)=E(lambda,0)  exp (-K_d (lambda),z)                  

Where: E (lambda,z) is the spectral downwelling irradiance at depth z, and E (lambda,0) is the spectral downwelling irradiance just below the ocean’s surface. The accelerometer in the USSIMO was used to assess if the instrument was vertical and stable and the first 0.2 m of all deployments was discarded prior to calculating Kd.

Kd values, along with the latitude and longitude for each station and the date and time of day the vertical profiling occurred can be found in the spreadsheet (.xlsx format).  Each individual raw data file (.csv format) from the USSIMO sensor contains normalised Ed values (e.g. in-water Ed divided by above-water reference Ed), as well as the latitude and longitude for each station and the date and time of day the vertical profiling occurred.

Limitations of the data:
The value of NaN appears in the spreadsheet NewDataset1_ALL_Kd_DATA.xlsx for spectral attenuation coefficient for downwelling light, Kd (lambda). It describes values too low under highly turbid conditions to reliably calculate the Kd value.

Format:

This dataset contains a single Excel file with a size of 46 KB and 94 csv files ranging in size from 11 to 202 KB.

Data Dictionary:
Spreadsheet NewDataset1_ALL_Kd_DATA.xlsx
Row headings include: Date, Local Time, Latitude, Longitude, Station ID, vertically averaged Kd (550 nm).
The heading lambda(nm) [in cell A7] is noting that 400 to 700 below are wavelengths in nanometres (nm).

Data Location:

This dataset is filed in the eAtlas enduring data repository at: data\nesp2\2.1.9-Dredging-marine-response

Organization: Australian Ocean Data Network
Opticomm Pty Ltd - Anticipatory Notice- 4 March 2026 - Multiple

OptiComm Pty Ltd - Anticipatory Notice given on 4 March 2026- Ref ED26/12786 for 3 project areas:

Project Area Service_Area_Identifier Estimated_Completion_Date Formatted_address Latlong ID Contract signed Notes

1) Port Adelaide PORT 30/06/2036 230-246 Semaphore Rd, New Port SA 5015, Australia -34.8411262,138.4979344 275 5/06/2019 "Identified during internal audit. Project area incorrectly declared on 31/5/2022. This anticipatory notice correctly identifies unconnected parts of the project area. Boundary has been updated." - **S1A-2A-2B-3GMH-NWP1-TA Declared 4 March 2026**

2) Newenham - Mt Barker NHMB 5/02/2029 293 Hawthorn Road Mount Barker SA 5251 Australia	-35.0795589,138.8364885 1031 17/02/2026 Address does not lead within the project area and will be updated when one is available.

3) Maison Broadbeach MPMB 31/12/2026 22 Chelsea Ave, Broadbeach QLD 4218 -28.023090, 153.431500 1032 17/02/2026 Address does not lead within the project area and will be updated when one is available.

Organization: SIP Register - OptiComm
Opticomm Pty Ltd- Declaration - 4 March 2026- Multiple

Opticomm Pty Ltd -Declaration given on  4 March 2026- Ref ED26/12786 for 6 nominated service areas:

Project Area Service_Area_Identifier Formatted_address Latlong ID SIP Anticipatory Notice Date Reference Date Completed Comments

1) The Dales-3 DALE 519 Beattys Rd, Bonnie Brook VIC 3335, Australia -37.7086374,144.6932326 77 28/10/2024 18/02/2026 Project area incorrectly declared on 31/05/2022. Anticipatory notice given on 28/10/2024 corrected error.

2) Port Adelaide-S1A-2A-2B-3GMH-NWP1-TA	PORT 230-246 Semaphore Rd, New Port SA 5015, Australia -34.8415690,138.4949451 275 3/03/2026 23/02/2026 Project area incorrectly declared on 31/5/2022. Anticipatory notice given on the same date as this declaration identifies unconnected parts of project area which includes Tower 1 of 3 buildings (referenced as TA)

3) Ellendale Estate-S5A-5B-5C ELDL 166 Ross Road, Upper Kedron QLD 4055, Australia -27.4282960,152.9206767 586 9/05/2023 20/02/2026 Estate name amended, previously Ellendale Estate 5-11

4) Huntingtower Place HUNT 30 Huntingtower Rd, Armadale VIC 3143, Australia -37.853400, 145.02505 712 8/08/2024 23/02/2026

5) Frasers Landing Mandurah-S4-5RE FSLG 42 Swanson Loop Coodanup WA 6210 Australia -32.5449903,115.7558589 855 3/04/2025 24/02/2026

6) Ariella Estate-S4 HNBR 41 Andrea Drive Henley Brook WA 6055 Australia -31.802504,115.969217	883 10/06/2025 20/02/2026


Organization: SIP Register - OptiComm
VostroNet (Australia) Pty Ltd - Anticipatory Notice - 4 March 2026- Springfield

VostroNet (Australia) Pty Ltd - Anticipatory Notice given on 4 March 2026- Ref #ED26/12785 for

Project area identifier Contract date Name and address of the nominated service area Type of network Estimated Completion date Case-6920711 03-March-2026 163 & 235 Springfield Central 
Boulevard Springfield QLD 4300 FTTP 30/07/2027 

Organization:  SIP Register - VostroNet (Australia) Pty Ltd
VostroNet (Australia) Pty Ltd - Anticipatory Notice - 4 March 2026- Ripley

VostroNet (Australia) Pty Ltd - Anticipatory Notice given on 4 March 2026- Ref #ED26/12785 for

Project area identifier Contract date Name and address of the nominated service area Type of network Estimated Completion date Case-6920741 03-March-2026 16B Jackson CT, Ripley QLD 
4306 FTTP 30/07/2027 

Organization:  SIP Register - VostroNet (Australia) Pty Ltd
VostroNet (Australia) Pty Ltd - Anticipatory Notice - 4 March 2026- Strathtulloh

VostroNet (Australia) Pty Ltd - Anticipatory Notice given on 4 March 2026- Ref #ED26/12784 for

Project area identifier Contract date Name and address of the nominated service area Type of network Estimated Completion date SCPRE-1433 26-February-2026 363-437 Ferris Road 
Strathtulloh VIC 3338 FTTP 01/07/2027

Organization:  SIP Register - VostroNet (Australia) Pty Ltd
VostroNet (Australia) Pty Ltd - Anticipatory Notice - 16 Feb 2026- Collingwood Park

VostroNet (Australia) Pty Ltd - Anticipatory Notice given on 16 Feb 2026- Ref #ED26/11305 for

Project area identifier Contract date Name and address of the nominated service area Type of network Estimated Completion date SCPROJ-18376 9-February-2026 7000 Alfred Rose Crescent 
Collingwood Park QLD 4301 FTTP 01/10/2028 

Organization:  SIP Register - VostroNet (Australia) Pty Ltd
Victorian Alpine Resorts - Daily Snow Depth Records Mount Baw Baw

Snow data is sourced from each of the resorts, using data collected each morning by on-mountain staff. The measuring of natural snow depths is done at up to four gauge locations (snow plots) at the resorts. From these locations an average overall depth is ascertained, as well as an average 24hr snowfall. The average depth in snow-making areas is calculated from depths taken from probing the areas where snow-making occurs.
Notwithstanding that all Victorian alpine resorts (other than Mount Stirling) routinely make snow during the season when the conditions are suitable, snow depth in snow-making areas may not be reported in cases where only limited ski lift accessible terrain is open, particularly early or late in the season.
In addition, during the season, when there is an abundance of natural snow, accurate snow depth measurements in snow-making areas may not have been recorded. Rather, snow depth in snow-making areas may have been assumed to be equal to natural snow depth or may have been recorded as exceeding the reported snow depth (e.g. 146cm+). This means that recorded snow depths in snow-making areas, may be less than the actual snow depths in snow-making areas.
In addition the snow reporting service ceases when resort operations cease, be that before or at the official end of the snow season. As a consequence, no snow depths are reported subsequently, notwithstanding that significant snow depth may remain.

Tags: Alpine Resorts, Mt Baw Baw, Recreation, Ski, Snow Depth, Survey, Tourism, Victorian Ski Fields
Organization: Alpine Resorts Victoria
Victorian Alpine Resorts - Daily Snow Depth Records Falls Creek

Snow data is sourced from each of the resorts, using data collected each morning by on-mountain staff. The measuring of natural snow depths is done at up to four gauge locations (snow plots) at the resorts. From these locations an average overall depth is ascertained, as well as an average 24hr snowfall. The average depth in snow-making areas is calculated from depths taken from probing the areas where snow-making occurs.
Notwithstanding that all Victorian alpine resorts (other than Mount Stirling) routinely make snow during the season when the conditions are suitable, snow depth in snow-making areas may not be reported in cases where only limited ski lift accessible terrain is open, particularly early or late in the season.
In addition, during the season, when there is an abundance of natural snow, accurate snow depth measurements in snow-making areas may not have been recorded. Rather, snow depth in snow-making areas may have been assumed to be equal to natural snow depth or may have been recorded as exceeding the reported snow depth (e.g. 146cm+). This means that recorded snow depths in snow-making areas, may be less than the actual snow depths in snow-making areas.
In addition the snow reporting service ceases when resort operations cease, be that before or at the official end of the snow season. As a consequence, no snow depths are reported subsequently, notwithstanding that significant snow depth may remain.

Tags: Alpine Resorts, Falls Creek, Recreation, Ski, Snow Depth, Survey, Tourism, Victorian Ski Fields
Organization: Alpine Resorts Victoria
Victorian Alpine Resorts - Daily Snow Depth Records Lake Mountain

Snow data is sourced from each of the resorts, using data collected each morning by on-mountain staff. The measuring of natural snow depths is done at up to four gauge locations (snow plots) at the resorts. From these locations an average overall depth is ascertained, as well as an average 24hr snowfall. The average depth in snow-making areas is calculated from depths taken from probing the areas where snow-making occurs.
Notwithstanding that all Victorian alpine resorts (other than Mount Stirling) routinely make snow during the season when the conditions are suitable, snow depth in snow-making areas may not be reported in cases where only limited ski lift accessible terrain is open, particularly early or late in the season.
In addition, during the season, when there is an abundance of natural snow, accurate snow depth measurements in snow-making areas may not have been recorded. Rather, snow depth in snow-making areas may have been assumed to be equal to natural snow depth or may have been recorded as exceeding the reported snow depth (e.g. 146cm+). This means that recorded snow depths in snow-making areas, may be less than the actual snow depths in snow-making areas.
In addition the snow reporting service ceases when resort operations cease, be that before or at the official end of the snow season. As a consequence, no snow depths are reported subsequently, notwithstanding that significant snow depth may remain.

Tags: Alpine Resorts, Lake Mountain, Recreation, Ski, Snow Depth, Survey, Tourism, Victorian Ski Fields
Organization: Alpine Resorts Victoria
Victorian Alpine Resorts - Daily Snow Depth Records Mount Buller

Snow data is sourced from each of the resorts, using data collected each morning by on-mountain staff. The measuring of natural snow depths is done at up to four gauge locations (snow plots) at the resorts. From these locations an average overall depth is ascertained, as well as an average 24hr snowfall. The average depth in snow-making areas is calculated from depths taken from probing the areas where snow-making occurs.
Notwithstanding that all Victorian alpine resorts (other than Mount Stirling) routinely make snow during the season when the conditions are suitable, snow depth in snow-making areas may not be reported in cases where only limited ski lift accessible terrain is open, particularly early or late in the season.
In addition, during the season, when there is an abundance of natural snow, accurate snow depth measurements in snow-making areas may not have been recorded. Rather, snow depth in snow-making areas may have been assumed to be equal to natural snow depth or may have been recorded as exceeding the reported snow depth (e.g. 146cm+). This means that recorded snow depths in snow-making areas, may be less than the actual snow depths in snow-making areas.
In addition the snow reporting service ceases when resort operations cease, be that before or at the official end of the snow season. As a consequence, no snow depths are reported subsequently, notwithstanding that significant snow depth may remain.

Tags: Alpine Resorts, Mt Buller, Recreation, Ski, Snow, Snow Depth, Tourism, Victorian Ski Fields
Organization: Alpine Resorts Victoria
Victorian Alpine Resorts - Daily Snow Depth Records Mount Hotham

Snow data is sourced from each of the resorts, using data collected each morning by on-mountain staff. The measuring of natural snow depths is done at up to four gauge locations (snow plots) at the resorts. From these locations an average overall depth is ascertained, as well as an average 24hr snowfall. The average depth in snow-making areas is calculated from depths taken from probing the areas where snow-making occurs.
Notwithstanding that all Victorian alpine resorts (other than Mount Stirling) routinely make snow during the season when the conditions are suitable, snow depth in snow-making areas may not be reported in cases where only limited ski lift accessible terrain is open, particularly early or late in the season.
In addition, during the season, when there is an abundance of natural snow, accurate snow depth measurements in snow-making areas may not have been recorded. Rather, snow depth in snow-making areas may have been assumed to be equal to natural snow depth or may have been recorded as exceeding the reported snow depth (e.g. 146cm+). This means that recorded snow depths in snow-making areas, may be less than the actual snow depths in snow-making areas.
In addition the snow reporting service ceases when resort operations cease, be that before or at the official end of the snow season. As a consequence, no snow depths are reported subsequently, notwithstanding that significant snow depth may remain.

Tags: Alpine Resorts, Mt Hotham, Recreation, Ski, Snow Depth, Tourism, Victorian Ski Fields
Organization: Alpine Resorts Victoria
Victorian Alpine Resorts - Daily Snow Depth Records Mount Stirling

Snow data is sourced from each of the resorts, using data collected each morning by on-mountain staff. The measuring of natural snow depths is done at up to four gauge locations (snow plots) at the resorts. From these locations an average overall depth is ascertained, as well as an average 24hr snowfall. The average depth in snow-making areas is calculated from depths taken from probing the areas where snow-making occurs.
Notwithstanding that all Victorian alpine resorts (other than Mount Stirling) routinely make snow during the season when the conditions are suitable, snow depth in snow-making areas may not be reported in cases where only limited ski lift accessible terrain is open, particularly early or late in the season.
In addition, during the season, when there is an abundance of natural snow, accurate snow depth measurements in snow-making areas may not have been recorded. Rather, snow depth in snow-making areas may have been assumed to be equal to natural snow depth or may have been recorded as exceeding the reported snow depth (e.g. 146cm+). This means that recorded snow depths in snow-making areas, may be less than the actual snow depths in snow-making areas.
In addition the snow reporting service ceases when resort operations cease, be that before or at the official end of the snow season. As a consequence, no snow depths are reported subsequently, notwithstanding that significant snow depth may remain.

Tags: Alpine Resorts, Depth, Mt Sterling, Recreation, Ski, Snow, Tourism, Victorian Ski Fields
Organization: Alpine Resorts Victoria
Residential land supply - Queensland

The Queensland Government broadhectare (residential land supply) study quantifies the amount of land, which is predominantly greenfield (undeveloped), available for future residential development. A number of constraints (characteristics) are analyzed against parcels of land to identify those that are physically suitable, potentially available under planning scheme provisions and in the case of urban residential development, intended to be serviced with reticulated water and sewerage. By comparing dwelling projections against the residential land supply, an estimate of supply can be calculated and any potential shortages identified.

Organization: Treasury
SES Local Flood Insights: Wyong River and Central Coast Lakes

<b>NSW SES Local Flood Insights provides information about flooding in NSW communities.</b>

This tool offers an overview of flood-prone areas, historic flood events, and modelled flood risks through detailed maps, data and community stories. This website-based platform combines flood inundation mapping, photos and personal accounts from local residents about the impacts of past floods and ways to prepare for future floods. 

This information is useful to community members, travellers, or anyone wanting to learn more about local flooding. Explore NSW SES Local Flood Insights to make informed decisions about flood safety and preparedness. These local flood insights have been produced to help people understand and visualise flood risks within the Snowy River catchment and to support readiness of communities.

<b>This is an information tool only and not to be relied upon during a flood event or flood emergency. </b>

<b>For the latest information and warnings during a flood event or flood emergency, including evacuation information, please visit the </b><a href="https://www.ses.nsw.gov.au/"> <b>NSW State Emergency Service website</b> </a><b>, or download the Hazards Near Me app on </b><a href="https://apps.apple.com/au/app/hazards-near-me-nsw/id370891827"> <b>Apple</b> </a><b> and </b><a href="https://play.google.com/store/apps/details?id=au.gov.nsw.rfs.firesnearme.nsw&amp;hl=en_AU"> <b>Android</b> </a><b>.<i> </i></b>

Tags: Central Coast Lakes, Local Flood Inights, NSW SES, Wyong River
Organization: Spatial Services (DCS)
SES Local Flood Insights: Towamba River

<b>NSW SES Local Flood Insights provides information about flooding in NSW communities.</b>

This tool offers an overview of flood-prone areas, historic flood events, and modelled flood risks through detailed maps, data and community stories. This website-based platform combines flood inundation mapping, photos and personal accounts from local residents about the impacts of past floods and ways to prepare for future floods. 

This information is useful to community members, travellers, or anyone wanting to learn more about local flooding. Explore NSW SES Local Flood Insights to make informed decisions about flood safety and preparedness. These local flood insights have been produced to help people understand and visualise flood risks within the Snowy River catchment and to support readiness of communities.

<b>This is an information tool only and not to be relied upon during a flood event or flood emergency. </b>

<b>For the latest information and warnings during a flood event or flood emergency, including evacuation information, please visit the </b><a href="https://www.ses.nsw.gov.au/"> <b>NSW State Emergency Service website</b> </a><b>, or download the Hazards Near Me app on </b><a href="https://apps.apple.com/au/app/hazards-near-me-nsw/id370891827"> <b>Apple</b> </a><b> and </b><a href="https://play.google.com/store/apps/details?id=au.gov.nsw.rfs.firesnearme.nsw&amp;hl=en_AU"> <b>Android</b> </a><b>.<i> </i></b>

Tags: Local Flood Insights, NSW SES, Towamba River
Organization: Spatial Services (DCS)
SES Local Flood Insights: Clyde River - Jervis Bay

<b>NSW SES Local Flood Insights provides information about flooding in NSW communities.</b>

This tool offers an overview of flood-prone areas, historic flood events, and modelled flood risks through detailed maps, data and community stories. This website-based platform combines flood inundation mapping, photos and personal accounts from local residents about the impacts of past floods and ways to prepare for future floods. 

This information is useful to community members, travellers, or anyone wanting to learn more about local flooding. Explore NSW SES Local Flood Insights to make informed decisions about flood safety and preparedness. These local flood insights have been produced to help people understand and visualise flood risks within the Snowy River catchment and to support readiness of communities.

<b>This is an information tool only and not to be relied upon during a flood event or flood emergency. </b>

<b>For the latest information and warnings during a flood event or flood emergency, including evacuation information, please visit the </b><a href="https://www.ses.nsw.gov.au/"> <b>NSW State Emergency Service website</b> </a><b>, or download the Hazards Near Me app on </b><a href="https://apps.apple.com/au/app/hazards-near-me-nsw/id370891827"> <b>Apple</b> </a><b> and </b><a href="https://play.google.com/store/apps/details?id=au.gov.nsw.rfs.firesnearme.nsw&amp;hl=en_AU"> <b>Android</b> </a><b>.<i> </i></b>

Tags: Clyde River, Jervis Bay, Local Flood Insights, NSW SES
Organization: Spatial Services (DCS)