AndreaBozzo/ceres-open-data-index huggingface dataset:
Climate Vulnerability Assessment: Irrigated Rice

The <strong>Climate Vulnerability Assessment</strong> was designed to provide an overview of the impact of future climate change on all stages of production for the commodities and biosecurity risks assessed. The project used multicriteria analysis (MCA) models to produce assessments for the commodities and biosecurity risks in a consistent and comparable way, and a framework was developed to provide a rigorous, flexible and transparent process for assessing vulnerabilities and opportunities to climate change. Details of the approach and the climate data used in the assessments can be found in the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Methodology Report</a> which also details model exclusions and assumptions.

Assessments were undertaken on commodities grouped into 6 nodes: <em>Horticulture and Viticulture</em>, <em>Broadacre Cropping</em>, <em>Forestry</em>, <em>Extensive Livestock</em>, <em>Marine Fisheries</em>, as well as for a set of biosecurity risks related to these primary industry sectors. The <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Summary Report</a> gives details of the chosen commodities and biosecurity risks and summarises the high-level results.

Results Reports for each commodity and biosecurity risk are being released. Visit the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment">project's web pages</a> to access these reports and for further information.

This dataset contains maps of modelled climate suitability for the <strong>irrigated rice</strong> model in the Broadacre Cropping node of the DPIRD Climate Vulnerability Assessment. Maps are provided (in GeoTIFF format) for each element of the model: the overall climate suitability, climate suitability maps for each phenophase and also for each phenophase/climate variable combination in the model. Data is provided for each of the eight global climate models (GCMs) used in the project, as well as the climate suitability derived from historical observations, along with the ensemble median for each map.

Tags: agriculture, biosecurity, climate change, climate vulnerability assessment, cropping, planning
Organization: Department of Primary Industries and Regional Development (DPIRD)
Climate Vulnerability Assessment: Sheep September Joining

The <strong>Climate Vulnerability Assessment</strong> was designed to provide an overview of the impact of future climate change on all stages of production for the commodities and biosecurity risks assessed. The project used multicriteria analysis (MCA) models to produce assessments for the commodities and biosecurity risks in a consistent and comparable way, and a framework was developed to provide a rigorous, flexible and transparent process for assessing vulnerabilities and opportunities to climate change. Details of the approach and the climate data used in the assessments can be found in the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Methodology Report</a> which also details model exclusions and assumptions.

Assessments were undertaken on commodities grouped into 6 nodes: <em>Horticulture and Viticulture</em>, <em>Broadacre Cropping</em>, <em>Forestry</em>, <em>Extensive Livestock</em>, <em>Marine Fisheries</em>, as well as for a set of biosecurity risks related to these primary industry sectors. The <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Summary Report</a> gives details of the chosen commodities and biosecurity risks and summarises the high-level results.

Results Reports for each commodity and biosecurity risk are being released. Visit the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment">project's web pages</a> to access these reports and for further information.

This dataset contains maps of modelled climate suitability for the <strong>sheep (September joining)</strong> model in the Extensive Livestock node of the DPIRD Climate Vulnerability Assessment. Maps are provided (in GeoTIFF format) for each element of the model: the overall climate suitability, climate suitability maps for each phenophase and also for each phenophase/climate variable combination in the model. Data is provided for each of the eight global climate models (GCMs) used in the project, as well as the climate suitability derived from historical observations, along with the ensemble median for each map.

Tags: agriculture, climate change, climate vulnerability assessment, livestock, planning
Organization: Department of Primary Industries and Regional Development (DPIRD)
Abandoned mine remediation projects

The <a href="https://www.qld.gov.au/environment/land/management/abandoned-mines/remediation-projects">Abandoned Mine Lands Program (AMLP)</a> is managing legacy mining impacts at abandoned mine sites across Queensland.

This management ranges from active remediation programs including investigation, design and implementation activities, to care and maintenance programs and responses to abandoned mine notifications.

Tags: abandon, mines
Organization: Natural Resources and Mines, Manufacturing and Regional and Rural Development
Wallsend Commercial Centre - Floodplain Risk Management Plan and Study

There are two parts to this report: a Plan and a Study. The Plan summarises and prioritises the
recommended options giving cost estimates and possible funding sources. The key components and
responsibilities are also identified. The Plan is based on the findings of the Study which describes
and analyses the flood hazards and consequences to the community; assesses possible strategies to
address the problems; and determines what strategies are feasible based on impact (time, depth and
velocity); cost, and social, economic and environmental consequences.

Tags: Wallsend, Wallsend Commercial Centre
Organization: Newcastle City Council
Gwawley Bay Catchment Flood Study

The study investigates flood behaviour throughout the Gwawley Bay catchment. This
includes the analysis of:
<ol>
<li>surface runoff across the catchment</li>
<li>flows within the underground pipe drainage network</li>
<li>flooding within Gwawley Creek and other watercourses towards the lower part of the
catchment; and</li>
<li>backwater flooding in Gwawley Bay from the Georges River.</li>
</ol>

A two-dimensional computer model was established for the catchment to analyse flood
behaviour under existing catchment conditions. The model provides information on the
extent of flood inundation, flood depths and flood velocities throughout the catchment for
design floods ranging from relatively frequent events to more extreme floods.

Outcomes from the Study

Outcomes from this study include:
<ol>
<li>a database of all drainage assets within the study area;</li>
<li>establishment of computer models capable of assessing flood behaviour;</li>
<li>information on flood behaviour under existing catchment conditions; and</li>
<li>a model that can be used to assess flood mitigation options and future development
proposals.</li>
</ol>

Tags: Gwawley Bay, hydraulic model, hydrologic model
Organization: Sutherland Shire Council
Sydney Water Aquatic Monitoring (SWAM) program

The Sydney Water Aquatic Monitoring (SWAM) program was implemented from July 2023, replacing the Sewage Treatment System Impact Monitoring Program (STSIMP, 2008-2023) after a review in collaboration with the EPA. The SWAM program is designed to assess (i) Water Resource Recovery Facility (WRRF) effluent quantity, quality and toxicity, (ii) receiving water impacts of WRRF discharges, and (iii) some recreational water quality monitoring (i.e. Beachwatch).  Results are published in annual reports. 

Tags: Blue Mountains, Greater Sydney Region, Illawarra, Wastewater, Water Quality
Organization: Sydney Water
Climate Vulnerability Assessment: Radiata Pine

The Climate Vulnerability Assessment was designed to provide an overview of the impact of future climate change on all stages of production for the commodities and biosecurity risks assessed. The project used multicriteria analysis (MCA) models to produce assessments for the commodities and biosecurity risks in a consistent and comparable way, and a framework was developed to provide a rigorous, flexible and transparent process for assessing vulnerabilities and opportunities to climate change. Details of the approach and the climate data used in the assessments can be found in the Methodology Report (https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports) which also details model exclusions and assumptions.

Assessments were undertaken on commodities grouped into 6 nodes:
    Horticulture and Viticulture, Broadacre Cropping, Forestry, Extensive Livestock, Marine Fisheries
as well as on a set of biosecurity risks related to these primary industry sectors. The Summary Report (https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports) gives details of the chosen commodities and biosecurity risks and summarises the high-level results.

Results Reports for each commodity and biosecurity risk are being released. Visit the project's web page to access these reports and for further information: https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment.

This dataset contains maps of modelled climate suitability for the forestry node of the DPIRD Climate Vulnerability Assessment; the only commodity in this node is Radiata pine. Maps are provided for each element of the model: the overall climate suitability, climate suitability maps for each phenophase and also for each phenophase/climate variable combination contained in the model. Data is provided for each of the eight global climate models used in the project, as well as the climate suitability derived from historical observations.

Tags: Agriculture, Climate Change, Climate Vulnerability Assessment, Forestry, Planning
Organization: Department of Primary Industries and Regional Development (DPIRD)
Bellingen Riverwatch - community water quality data 2017 to current

Bellingen Riverwatch engages volunteer citizen scientists to test water quality at multiple sites across the Bellinger and Kalang to create a long-term data set which supports the recovery of the Critically Endangered Bellinger River Snapping Turtle and other threatened species.

This dataset is a record of the data collected by community citizen scientists at a number of sites across the Bellinger and Kalang catchments. After a significant mortality event for the Bellinger River Snapping Turtle in 2015, scientists and the community identified a need for consistent and ongoing water quality testing in the area.

Tags: Citizen Science, Lakes, Monitoring, Rivers, Streams, Surface water, Water quality, Wetlands
Organization: OzGREEN
Water Modelling-Greater Sydney Stochastic and Palaeo Stochastic Climate Data

The fundamental input data of work undertaken by Water Modelling Team is climate data in the form of daily rainfall and potential evapotranspiration. This data is input to water models of varying types, purposes, and complexity. The water models transform this input data to produce a range of water related modelled data.

The stochastic climate data and palaeo stochastic climate data include 10,000 replicates of 130-yr daily data sets of rainfall and potential evapotranspiration generated using observed data sets without and with combined palaeo climate data. This work has been undertaken by researchers at the University of Newcastle and used in modelling for Greater Sydney Water Strategy.

Stochastic Climate data and palaeo stochastic climate data are available to download for Greater Sydney region from the Related Datasets section below.



Note: If you would like to ask a question, make any suggestions, or tell us how you are using this dataset, please visit the <a href="https://water-hub.seed.nsw.gov.au/thread/search">NSW Water Hub which has an online forum</a> you can join.

Tags: Climate Change perturbed, Climate Data, DCCEEW - Water, DCCEEW - Water Analytics, Observed Climate, Stochastic Climate, Water-Modelling, modelling
Organization: NSW Department of Climate Change, Energy, the Environment and Water
Water Modelling-Water Models-Without Development-Richmond

The Richmond River 'without development' model is a hydrological model of the Richmond River system that does not represent river system infrastructure, extractions or water management rules.

Note: Source software (available from <a href="https://ewater.org.au/products/ewater-source/">ewater.org.au</a>) is required to view and run the model(s) within.  



Note: If you would like to ask a question, make any suggestions, or tell us how you are using this dataset, please visit the <a href="https://water-hub.seed.nsw.gov.au/thread/search">NSW Water Hub which has an online forum</a> you can join.

Tags: DCCEEW - Water, DCCEEW - Water Analytics, SURFACE WATER, modelling
Organization: NSW Department of Climate Change, Energy, the Environment and Water
NSW koala sentinel program - genomics data 2023 - 2024

The koala sentinel program is a multi-year initiative designed to assess koala populations across six key locations in NSW. The program focuses on monitoring disease prevalence, genetic diversity, and ecological factors influencing koala populations. The data collected aims to identify and understand the complex interactions between environmental threats and koala population health, providing insights into long-term population trends. Since its launch, the program has completed one full monitoring cycle (Nov 2023 – Sept 2024) and is currently in its second round, which will conclude in September 2025. 

Genomics data

This metadata statement describes the genomic and individual-level data collected during the first annual sampling period (2023–2024) and links to the publicly available whole genome resequencing (WGR) dataset.

Tags: Koala, Koala monitoring, NSW Koala Strategy
Organization: NSW Department of Climate Change, Energy, the Environment and Water
Climate Vulnerability Assessment: Queensland Fruit Fly

The <strong>Climate Vulnerability Assessment</strong> was designed to provide an overview of the impact of future climate change on all stages of production for the commodities and biosecurity risks assessed. The project used multicriteria analysis (MCA) models to produce assessments for the commodities and biosecurity risks in a consistent and comparable way, and a framework was developed to provide a rigorous, flexible and transparent process for assessing vulnerabilities and opportunities to climate change. Details of the approach and the climate data used in the assessments can be found in the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Methodology Report</a> which also details model exclusions and assumptions.

Assessments were undertaken on commodities grouped into 6 nodes: <em>Horticulture and Viticulture</em>, <em>Broadacre Cropping</em>, <em>Forestry</em>, <em>Extensive Livestock</em>, <em>Marine Fisheries</em>, as well as for a set of biosecurity risks related to these primary industry sectors. The <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Summary Report</a> gives details of the chosen commodities and biosecurity risks and summarises the high-level results.

Results Reports for each commodity and biosecurity risk are being released. Visit the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment">project's web pages</a> to access these reports and for further information.

This dataset contains maps of modelled climate suitability for the <strong>Queensland fruit fly</strong> model in the Biosecurity Risks node of the DPIRD Climate Vulnerability Assessment. Maps are provided (in GeoTIFF format) for each element of the model: the climate suitability for each month, climate suitability maps for each phenophase and also for each phenophase/climate variable combination in the model. Data is provided for each of the eight global climate models (GCMs) used in the project, as well as the climate suitability derived from historical observations, along with the ensemble median for each map.

Tags: agriculture, biosecurity, climate change, climate vulnerability assessment, horticulture, planning
Organization: Department of Primary Industries and Regional Development (DPIRD)
Climate Vulnerability Assessment: Cherry

The <strong>Climate Vulnerability Assessment</strong> was designed to provide an overview of the impact of future climate change on all stages of production for the commodities and biosecurity risks assessed. The project used multicriteria analysis (MCA) models to produce assessments for the commodities and biosecurity risks in a consistent and comparable way, and a framework was developed to provide a rigorous, flexible and transparent process for assessing vulnerabilities and opportunities to climate change. Details of the approach and the climate data used in the assessments can be found in the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Methodology Report</a> which also details model exclusions and assumptions.

Assessments were undertaken on commodities grouped into 6 nodes: <em>Horticulture and Viticulture</em>, <em>Broadacre Cropping</em>, <em>Forestry</em>, <em>Extensive Livestock</em>, <em>Marine Fisheries</em>, as well as for a set of biosecurity risks related to these primary industry sectors. The <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Summary Report</a> gives details of the chosen commodities and biosecurity risks and summarises the high-level results.

Results Reports for each commodity and biosecurity risk are being released. Visit the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment">project's web pages</a> to access these reports and for further information.

This dataset contains maps of modelled climate suitability for the <strong>cherry</strong> model in the Horticulture and Viticulture node of the DPIRD Climate Vulnerability Assessment. Maps are provided (in GeoTIFF format) for each element of the model: the overall climate suitability, climate suitability maps for each phenophase and also for each phenophase/climate variable combination in the model. Data is provided for each of the eight global climate models (GCMs) used in the project, as well as the climate suitability derived from historical observations, along with the ensemble median for each map.

Tags: agriculture, biosecurity, climate change, climate vulnerability assessment, horticulture, planning
Organization: Department of Primary Industries and Regional Development (DPIRD)
Climate Vulnerability Assessment: Dryland Barley

The <strong>Climate Vulnerability Assessment</strong> was designed to provide an overview of the impact of future climate change on all stages of production for the commodities and biosecurity risks assessed. The project used multicriteria analysis (MCA) models to produce assessments for the commodities and biosecurity risks in a consistent and comparable way, and a framework was developed to provide a rigorous, flexible and transparent process for assessing vulnerabilities and opportunities to climate change. Details of the approach and the climate data used in the assessments can be found in the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Methodology Report</a> which also details model exclusions and assumptions.

Assessments were undertaken on commodities grouped into 6 nodes: <em>Horticulture and Viticulture</em>, <em>Broadacre Cropping</em>, <em>Forestry</em>, <em>Extensive Livestock</em>, <em>Marine Fisheries</em>, as well as for a set of biosecurity risks related to these primary industry sectors. The <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment/publications-and-reports">Summary Report</a> gives details of the chosen commodities and biosecurity risks and summarises the high-level results.

Results Reports for each commodity and biosecurity risk are being released. Visit the <a href="https://www.dpi.nsw.gov.au/dpi/climate/climate-vulnerability-assessment">project's web pages</a> to access these reports and for further information.

This dataset contains maps of modelled climate suitability for the <strong>dryland barley</strong> model in the Broadacre Cropping node of the DPIRD Climate Vulnerability Assessment. Maps are provided (in GeoTIFF format) for each element of the model: the overall climate suitability, climate suitability maps for each phenophase and also for each phenophase/climate variable combination in the model. Data is provided for each of the eight global climate models (GCMs) used in the project, as well as the climate suitability derived from historical observations, along with the ensemble median for each map.

Tags: agriculture, biosecurity, climate change, climate vulnerability assessment, cropping, planning
Organization: Department of Primary Industries and Regional Development (DPIRD)
Water Modelling-Water Models-Without Development-Lachlan

The Lachlan River 'without development' model is a hydrological model of the Lachlan River system that does not represent river system infrastructure, extractions or water management rules.

Note: Source software (available from <a href="https://ewater.org.au/products/ewater-source/">ewater.org.au</a>) is required to view and run the model(s) within.  



Note: If you would like to ask a question, make any suggestions, or tell us how you are using this dataset, please visit the <a href="https://water-hub.seed.nsw.gov.au/thread/search">NSW Water Hub which has an online forum</a> you can join.

Tags: DCCEEW - Water, DCCEEW - Water Analytics, modelling, surface water
Organization: NSW Department of Climate Change, Energy, the Environment and Water
Water Data Online

<a href="http://www.bom.gov.au/waterdata/">Water Data Online</a> provides free access to nationally consistent, current and historical water data (and related information) that is collected by the Bureau of Meteorology under the Water Regulations (2008). It allows users to view and download standardised data and reports. 

Watercourse level and discharge (Water Regulations, Category 1) time series data collected from approximately 3500 measurement stations across Australia is currently available on Water Data Online. This data has generally been supplied by lead water agencies.

The Bureau will continue to work to expand the number of <a href="http://www.bom.gov.au/water/regulations/categoriesWaterAuxNav.shtml">water information categories</a> and water monitoring stations presented. For more information refer to the <a href="http://www.bom.gov.au/water/about/publications/document/InfoSheet_18.pdf">Water Data Online information sheet</a>

The time period over which data is available varies according to how long the stations have been operating. The period of record for some locations starts in the late 19th century. Water Data Online does not display near real time, or flood data. Water Data Online also contains historical data from some stations that are no longer being operated. Such data can provide valuable insight into environmental changes and help build a more comprehensive national picture of our water resources.

Tags: Earth Science, Hydrology, Rivers, Stream, Surface, Terrestrial Hydrosphere, Water, Water Depth
Organization: Bureau of Meteorology