AndreaBozzo/ceres-open-data-index huggingface dataset:
RV Investigator Voyage IN2025_E01 EM712 Multibeam Echosounder Data

This record describes multibeam echosounder data collected on RV Investigator voyage IN2025E01, Trials and calibrations, which departed Hobart on the 19th February 2025 and returned to Hobart on the 1st March, 2025.
The Kongsberg EM712 multibeam echosounder was used to acquire seafloor bathymetry, seafloor backscatter and water column backscatter.
The EM712 provides a 0.5° by 1° transmit and receive angular resolution respectively. The echosounder's nominal frequency range is from 40 to 100 kHz. 
Data are stored in .kmall raw format for bathymetry and backscatter and .kmwcd format for watercolumn backscatter at CSIRO. 
There are 153 files totalling 15.9 GB of raw data and 153 files totalling 65.8 GB of water column data in this dataset. 
Sound velocity profiles were applied to this data during data acquisition. Bathymetry data contained in *.kmall format are corrected for motion and position. 
GPS tide was computed using the EGM2008 model and applied to the processed data. Processed data has had outliers removed. 
Additional information regarding this dataset, including further information on processing streams, is contained in the GSM data acquisition and processing report.

Organization: CSIRO Marlin Data Catalogue
Geoscape - Brisbane Roads (Polyline) June 2022

This dataset is the June 2022 release of Geoscape Roads for a single SA2 area (Brisbane) with SA2 code (31105).
Roads is a digital representation of roads for Australia. This dataset provides an optimised aggregated national view of road geometry and attribution. The dataset is created from multiple sources including jurisdictional data which is revised regularly and supplied in varying formats and at different levels of quality.
For more information regarding Geoscape Roads, please refer to the Data Product Description and the June 2022 Release Notes.
Please note: As per the licence for this data, the coverage area is limited to a single Level 2 Statistical Area (SA2) mentioned above as defined by the Australian Bureau of Statistics. If you require additional data beyond a single SA2 for your research, please request a quote from AURIN.
The purpose of Roads is to provide a single national digital representation of Australian roads with detailed attribution to enable clients to undertake activities including visualisation, analysis and logistics planning at both a national and local scale. This dataset has been restricted to the Brisbane City SA2 by AURIN.

Tags: BUILT ENVIRONMENT AND DESIGN, Building
Organization: Geoscape
RV Investigator Voyage IN2025_V04 Hydrology Data

This record describes Hydrology (HYD) data collected from the Marine National Facility (MNF) RV Investigator voyage IN2025_V04, titled:"Untangling the causes of change over 25 years in the southeast marine ecosystem - Voyage IV ." The voyage took place between May 27, 2025 and June 28, 2025 (AEST), departing from Hobart and returning to Hobart.
Water samples collected during CTD deployments were processed in the ship’s hydrochemistry laboratory and analysed for key parameters, including nutrients, dissolved oxygen, and salinity. Dissolved inorganic carbon and total alkalinity samples were also collected at selected stations to continue the time series established during previous voyages, with these samples to be analysed on shore by the CSIRO carbon team. Additionally, Thermosalinograph (TSG) samples were continuously collected throughout the voyage, with on-board measurements of their salinity used to calibrate the ship's underway system.
Please cite the following manuscript when reporting or publishing data for silicate, phosphate, nitrate+nitrite (NOx) and nitrite:
Rees, C., L. Pender, K. Sherrin, C. Schwanger, P. Hughes, S. Tibben, A. Marouchos, and M. Rayner. (2018) “Methods for reproducible shipboard SFA nutrient measurement using RMNS and automated data processing.” Limnol. Oceanogr: Methods, 17(1): pp. 25-41. doi:10.1002/Iom3.10294
If publishing ammonium data, please cite the following:
Rees, C., Janssens, J., Sherrin, K., Hughes, P., Tibben, S., McMahon, M., McDonald, J., Camac, A., Schwanger, C. and Marouchos, A., (2021) “Method for Reproducible Shipboard Segmented Flow Analysis Ammonium Measurement Using an In-House Reference Material for Quality Control.” Frontiers in Marine Science, 8. doi:10.3389/fmars.2021.581901
This dataset has been processed (quality-controlled), and archived at the CSIRO National Collections and Marine Infrastructure (NCMI) Information and Data Centre (IDC) in Hobart. Additional information regarding this dataset is contained in the Voyage Report and Data Processing Report.

Organization: CSIRO Marlin Data Catalogue
RV Investigator Voyage IN2025_E01 EM2040 MKII Multibeam Echosounder Data

This record describes multibeam echosounder data collected on RV Investigator voyage IN2025_E01, Trials and calibrations, which departed Hobart on the 19th February 2025 and returned to Hobart on the 1st March, 2025.
The EM2040MK2 provides a 0.4 degree by 0.7 degree angular resolution. The echosounder's nominal frequency is 400 kHz (with a range of 200-700 kHz) and it operated in dual swath mode. 
Data are stored in .kmall raw format for bathymetry and backscatter and .kmwcd format for water column backscatter at CSIRO. There are 202 files totalling 41.2 GB of raw data and 202 files totalling 556 GB of water column data in this dataset. 
Sound velocity profiles were applied to this data during data acquisition. Bathymetry data contained in *.kmall format are corrected for motion and position. 
GPS tide was computed using the EGM2008 model and applied to the processed data. Processed data has had outliers removed. 
Additional information regarding this dataset, including further information on processing streams, is contained in the GSM data acquisition and processing report.

Organization: CSIRO Marlin Data Catalogue
SA4-G59 Method of Travel to Work by Sex-Census 2016

SA4 based data for Method of Travel to Work by Sex, in General Community Profile (GCP), 2016 Census. Count of employed persons aged 15 years and over. The data is by SA4 2016 boundaries. Periodicity: 5-Yearly. 
 Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
 For more information visit the data source: http://www.abs.gov.au/census.

Tags: 2016, census, employment, g59, gcp, general community profile, sex, transport, travel, work
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
Southern Surveyor Voyage SS 08/2003 SeaSoar Data (NO QC Flags)

This dataset contains the Conductivity-Temperature-Depth (CTD) data collected using the towed profiling Bunyip/SeaSoar platform on Southern Surveyor voyage SS 08/2003. The voyage took place in the Indian Ocean off Western Australia between the 1st to 22nd October 2003. This dataset has been processed and archived within the CSIRO Marine and Atmospheric Research Data Centre in Hobart.  Additional information regarding this dataset may be contained in the Voyage Summary and the Data Processing Report (as available).
Note that the data is does not include QC flags (to be added).

Organization: CSIRO Marlin Data Catalogue
RV Investigator Voyage IN2024_V05 CTD Data

This record describes the CTD data collected on Investigator voyage IN2024_V05, titled: "Multi-year: Untangling the causes of change over 25 years in the southeast marine ecosystem (SEA-MES Voyage 3)." The voyage took place between November 13, 2024 and December 12, 2024 (AEST), departing from Hobart and returning to Hobart.
Data for 94 CTD deployments were acquired using the Sea-Bird SBE911 CTD unit #24 (Serial Number 1332), fitted with 36 twelve-litre bottles on the rosette sampler. Sea-Bird-supplied calibration factors were used to compute the pressures and preliminary conductivity values. CSIRO-supplied calibrations were applied to the temperature data. The data were subjected to automated QC to remove spikes and out-of-range values.
Calibration for Active Heave Compensation (AHC) appears to have changed post dry dock, resulting in loops on SeaSave plots after AHC is turned on. This also caused the CTD wire to become slack due to the compensation sending out too much wire. Rapp McGregor assisted the Chief Engineer to dial down the maximum winch speed to prevent wire slack from occurring on up heave, in the event the winch compensation was in phase with the actual heave. The issue was observed to cause an additive effect instead of the intended effect of keeping the CTD steady. The issue was further investigated and resolved following the voyage.
The final conductivity calibration was based on a single deployment grouping. The final calibration from the primary sensor had a standard deviation (SD) of 0.0015089 PSU, well within our target of ‘better than 0.002 PSU’. The standard product of 1-decibar binned averages were produced using data from the primary sensors.
The dissolved oxygen data calibration fit had a SD of 0.83742 μM. The agreement between the CTD and bottle data was good.
Fluorometer, transmissometer, PAR, CDOM and turbidity sensors were also installed on the auxiliary A/D channels of the CTD.
The collected data were processed (quality-controlled), and subsequently archived by the CSIRO National Collections and Marine Infrastructure (NCMI) Information and Data Centre (IDC).
Additional information regarding this dataset may be contained in the Voyage Summary and the Data Processing Report.

Organization: CSIRO Marlin Data Catalogue
Linnaeus Voyage LI2013_V25 (UWY) Underway Data

This dataset contains the Underway (UWY) data collected on Linnaeus voyage LI2013_V25.
Voyage Title: WAMSI Dredging Science Node: Theme 2/3.2 - Predicting and measuring the characteristics of sediment plumes due to dredging operation.  The voyage took place between the 17-30th October 2013, from Hillarys (WA) along the coastline to Exmouth and returning to Hillarys. The Underway (=continuously recorded) dataset from this research voyage includes: NAV, Water Depth(m) and Thermosalinograph data. NAV data includes GPS (Global Positioning System) measurements of latitude, longitude, ship's direction and speed. Data are stored at 5 second intervals (NetCDF format)  and 10 second, 1 minute and 5 minute intervals (.csv format). Additional information regarding this dataset is contained in the data processing report for this voyage.

Organization: CSIRO Marlin Data Catalogue
PHIDU - Early Childhood Development - Australian Early Development Census (LGA) 2018

This dataset, released June 2020, contains data related to hospital admissions for females during 2017-2018 by a principal diagnosis of injury or poisoning, by an external cause. The causes include transport crash injury, accidental poisoning, falls, injury due to exposure to inanimate or animate mechanical forces, intentional self-harm, assault and some other diagnosis of injury or poisoning(by external cause). This includes data for both Public hospitals and All hospitals. The data is by Local Government Area (LGA) 2016 geographic boundaries.
For more information please see the data source notes on the data. 
Source: Compiled by PHIDU using data from the Australian Institute of Health and Welfare, supplied on behalf of Stateand Territory health departments for 2017/18; and the average of the ABS Estimated Resident Population, 30 June 2017 and 30 June 2018.
AURIN has spatially enabled the original data. Data that was not shown/not applicable/not published/not available for the specific area ('#', '..', '^', 'np, 'n.a.', 'n.y.a.' in original PHIDU data) was removed.It has been replaced by by Blank cells. For other keys and abbreviations refer to PHIDU Keys.

Tags: HEALTH SCIENCES, Public health
Organization: Torrens University Australia - Public Health Information Development Unit
VCGLR -  Population Density and Gaming Expenditure (LGA) 2010 - 2011

This data set includes population and electronic gaming machine (EGM) expenditure breakdowns by local government area (LGA) and gaming venue, demographic statistics, labour statistics and Socio-Economic Indexes for Areas (SEIFA) LGA score and ranking per LGA for the 2010/11 financial year. The data has been joined with LGA 2006 boundaries. 
For more information visit the Victorian Commission for Gambling and Liquor Regulation's (VCGLR) website.
Please note:


AURIN has spatially enabled the original data.


EGM Numbers: a venue may be operating less machines than its licensed or attached numbers


Gaming Machine Density calculations are based on operating gaming machines with attached entitlements divided by adult population divided by 1,000 (gaming machines per 1,000 adults).


Expenditure / EGM: Refers to the average Expenditure per Gaming Machine.


Disclaimer: Care must be taken in using any figures for an LGA involving net expenditure and population. The expenditure per person in an LGA may include an amount of expenditure coming from persons not living within the LGA.



Tags: expenditure, gambling, population
Organization: Government of Victoria - Victorian Commission for Gambling and Liquor Regulation
RV Investigator Voyage IN2025_E01 SBP29 Sub-bottom Profiler Data

This record describes sub bottom profiler data collected on RV Investigator voyage IN2025_E01, Trials and calibrations, which departed Hobart on the 19th February 2025 and returned to Hobart on the 1st March, 2025.
The Kongsberg SBP29 (sub bottom profiler) was used to acquire data containing the specular reflections at different sediment interfaces below the seafloor. The SBP120 provides a 3° by 3° angular resolution.
The echosounder's frequency sweep range is from 2.5 to 7 kHz. The SBP29 was logged sporadically during the trials voyage and was frequently turned off for calibration of other acoustic systems.
Data are stored in .raw (33 files 489 MB) raw and .seg (32 files 482 MB) segy formats at CSIRO (total 971 MB).
The segy format data had a real time processing stream applied, which applies gain, a gain correction, matched filter with replica shaping and time variable gain.
Additional information regarding this dataset is contained in the GSM data acquisition and processing report. Additional data products may be available on request

Organization: CSIRO Marlin Data Catalogue
Franklin Voyage FR 07/90 Underway Data

This dataset contains the processed Underway (UWY) data collected on Franklin voyage FR 07/90. The voyage took place in the Bismarck Sea and the equatorial West Pacific Ocean during 6 September - 1 October 1990. This dataset has been processed and is archived within the CSIRO Marine and Atmospheric Research Data Centre in Hobart. Additional information regarding this dataset is contained in the cruise report for this voyage and/or the data processing report (as available). The standard Underway (=continuously recorded) dataset from a research voyage includes Navigation (NAV), Sounder, Thermosalinograph (TSG) and Meteorological (MET) data. NAV data includes GPS (Global Positioning System) measurements of latitude, longitude, ship's direction and speed. MET data includes atmospheric temperature, humidity and pressure, wind speed and direction, and incident radiation intensity. Data are recorded at or averaged over 5 minute intervals.

Organization: CSIRO Marlin Data Catalogue
ABS - Data by Region - Income (Including Government Allowances) (SA3) 2011-2019

This dataset presents data on income (including Government allowances) available from the ABS Data by Region statistics. This release of Data by Region presents various data for 2011-2019 and Census of Population and Housing data for 2011 and 2016 and is based on the Statistical Area 3 (SA3) 2016 boundaries. The dataset includes information in the following specified areas of income: Estimates of Personal Income, Gross Capital Gains, Selected Government Pensions and Allowances, Total Personal Income (Weekly) and Equivalised Total Household Income.
Data by Region contains a standard set of data for each region type, depending on the availability of statistics for particular geographies. Data are sourced from a wide variety of collections, both ABS and non-ABS. When analysing these statistics, care needs to be taken as time periods, definitions, methodologies, scope and coverage can differ across collections. Where available, data have been presented as a time series - to enable users to assess changes over time. However, when looked at on a period to period basis, some series may sometimes appear volatile. When analysing the data, users are encouraged to consider the longer term behaviour of the series, where this extra information is available.
For more information please visit the Explanatory Notes.
AURIN has made the following changes to the original data:


Spatially enabled the original data with the ABS Australian Statistical Geography Standard (ASGS) SA3 2016 dataset.


Some data values in Data by Region have been randomly adjusted or suppressed to avoid the release of confidential details.


Where data was not available, not available for publication, nil or rounded to zero in the original data, it has been set to null.


Columns and rows that did not contain any values in the original data have been removed.



Tags: Economic, Household Income
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - E35 Labour Force Status (Part-Time/Full-Time) By Sex Of Parents By Age Of Dependent Offspring (SLA) 1991

The 1991 Census Expanded Community Profiles present 44 tables comprising more detailed information than that of the basic community profiles which provide characteristics of persons and/or dwellings for Statistical Local Areas (SLA) in Australia. 
This table contains data relating to labour force status (part-time/full-time) by sex of parents by age of dependent offspring. Counts are of dependent offspring in two parent families, based on place of enumeration on census night which; includes overseas visitors; excludes Australians overseas; and excludes adjustment for under-enumeration. The data is by SLA 1991 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (cat. no. 2101.0 &amp; original geographic boundary cat. no. 1261.0.30.001) used with permission from the Australian Bureau of Statistics. The tabular data was processed and supplied to AURIN by the Australian Data Archives. The cleaned, high resolution 1991 geographic boundaries are available from data.gov.au.
For more information please refer to the 1991 Census Dictionary.
Please note:


(a) Comprises dependent offspring counted at home on census night.


(b) Comprises dependent offspring where the labour force status of one or both parents was not stated.


(c) Full-time is defined as having worked 35 hours or more in the main job held last week.


(d) Comprises dependent offspring where the hours worked of one or both parents was not stated.



Tags: 1991, census, community, e35, ecp, expanded, labour force, parents, profiles
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
SA1-G47a Non-School Qualification-Field of Study by Age by Sex-Census 2016

SA1 based data for Non-School Qualification: Field of Study by Age by Sex, in General Community Profile (GCP), 2016 Census. Count of persons aged 15 years and over with a qualification. Excludes persons with a qualification out of the scope of the Australian Standard Classification of Education (ASCED). G47 is broken up into three sections (G47a-G47c) this section contains 'Males Natural and Physical Sciences Age 15-24 years' - 'Females Management and Commerce Age 25-34 years'. The data is by SA1 2016 boundaries. Periodicity: 5-Yearly. 
 Note: There are small random adjustments made to all cell values to protect the confidentiality of data. These adjustments may cause the sum of rows or columns to differ by small amounts from table totals.
 For more information visit the data source: http://www.abs.gov.au/census.

Tags: 2016, age, census, education , g47a, gcp, general community profile, non-school, qualification, sex, study
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
ABS Census - E44 Annual Household Income By Monthly Housing Loan Repayment (SLA) 1991

The 1991 Census Expanded Community Profiles present 44 tables comprising more detailed information than that of the basic community profiles which provide characteristics of persons and/or dwellings for Statistical Local Areas (SLA) in Australia. 
This table contains data relating to annual household income by monthly housing loan repayment. Counts are of occupied private dwellings which are being purchased (excludes caravans etc in caravan parks and not classifiable households), based on place of enumeration on census night which; includes overseas visitors; excludes Australians overseas; and excludes adjustment for under-enumeration. The data is by SLA 1991 boundaries. Periodicity: 5-Yearly. 
This data is ABS data (cat. no. 2101.0 &amp; original geographic boundary cat. no. 1261.0.30.001) used with permission from the Australian Bureau of Statistics. The tabular data was processed and supplied to AURIN by the Australian Data Archives. The cleaned, high resolution 1991 geographic boundaries are available from data.gov.au.
For more information please refer to the 1991 Census Dictionary.
Please note:


(a) Not classifiable households are those dwellings which were temporarily unoccupied at the time of the census, but the collector had ascertained that it was normally occupied or the household contained only persons under 15 years of age.


(b) Comprises households where at least one, but not all, member(s) aged 15 years or more did not state an income and/or at least one spouse, offspring, or co-tenant was temporarily absent.


(c) Comprises households where no members present stated an income.



Tags: 1991, census, community, e44, ecp, expanded, household, income, profiles
Organization: Government of the Commonwealth of Australia - Australian Bureau of Statistics
RV Investigator Voyage IN2025_V03 SBP29 Sub-bottom Profiler Data

This record describes sub bottom profiler data collected on RV Investigator voyage IN2025_V03,  titled "COAST‐k – Clean Ocean Air Sampling upwind of Tasmania ‐ kennaook" which departed Hobart on the April 29, 2025 and returned to Hobart on the May 18, 2025.
The Kongsberg SBP29 (sub bottom profiler) was used to acquire data containing the specular reflections at different sediment interfaces below the seafloor. The SBP120 provides a 3° by 3° angular resolution.
The echosounder's frequency sweep range is from 2.5 to 7 kHz. The SBP29 was logged continuously for the extent of the voyage.
Data are stored in .raw (366 files 8.12 GB) raw and .seg (358 files 8.01 GB) segy formats at CSIRO.
The segy format data had a real time processing stream applied, which applies gain, a gain correction, matched filter with replica shaping, an attribute calculation for instantaneous amplitude and time variable gain.
Additional information regarding this dataset is contained in the GSM data acquisition and processing report. Additional data products may be available on request

Organization: CSIRO Marlin Data Catalogue
RV Investigator Voyage IN2025_V03 EK80 Echosounder

This record describes scientific split-beam echosounder data collected on the RV Investigator voyage IN2025_V03,  titled "COAST‐k – Clean Ocean Air Sampling upwind of Tasmania ‐ kennaook" which departed Hobart on the April 29, 2025 and returned to Hobart on the May 18, 2025.
The Simrad EK80 split beam echosounders for 18, 38, 70 120 and 200 were used to acquire acoustic backscatter data to a range of 1500 m. All frequencies were logged continuously for the extent of the voyage with the exception of short periods of focused seabed mapping. Data are stored in .raw and .idx format at CSIRO. There are 1287 files totalling 61.9 GB of raw data in this dataset.
No processing has been conducted on this data.
Additional information regarding this dataset is contained in the GSM data acquisition and processing report. Additional data products may be available on request.

Organization: CSIRO Marlin Data Catalogue