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

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 lucerne</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)
Lake Wollumboola Flood Study

<strong>Study Objectives</strong>

The key objective of this Flood Study is to develop computational models that can be used as
the basis for a Floodplain Risk Management Study and Plan for the study area. The study is
also to assist SCC to undertake flood-related planning decisions for existing and future
developments.
The study covers the Lake Wollumboola catchment and the Culburra Beach village catchment.
The components of the study were to:
<ul>
<li>collate available historical flood-related data;</li>
<li>analyse of historical rainfall and lake level data;</li>
<li>undertake a community consultation program;</li>
<li>develop numerical models of flooding in the catchment and calibrate them to historical
data;</li>
<li>determine the flood behaviour including design flood levels, velocities and flood extents
within the catchment;</li>
<li>to determine provisional residential flood planning levels and flood planning area;</li>
<li>to assess the sensitivity of flood behaviour to potential climate change effects such as
Lake Wollumboola Flood Study
WMAwater
150917_LakeWollumboola_FloodStudy_Final:24 September 2015
5
increases in rainfall intensities and sea level rise; and</li>
<li>to assess the floodplain categories in accordance with Council policy and undertake
provisional hazard mapping.</li>
</ul>

Organization: Shoalhaven City Council
Water Sharing Plan Regulated River Water Sources

<a href="https://portal.spatial.nsw.gov.au/static/exportcontent.html?featureservername=Water_Sharing_Plan_Regulated_River_Water_Sources&amp;title=Water Sharing Plan Regulated River Water Sources&amp;wgs84Eqv=GDA94&amp;url=https://spatialportalarcgis.dpie.nsw.gov.au/sarcgis/rest/services/Water/Water_Sharing_Plan_Regulated_River_Water_Sources/MapServer">Export Data</a>This dataset contains a depiction of polyline features defined and gazetted in Water Sharing Plans as regulated water sources under the NSW Water Management Act 2000Furthermore and more generally, the Australian Water Information dictionary defines a 'regulated river' as &quot;A River on which a licensed entitlement regime exists with centralised allocation, and from which orders may be placed for upstream release of a licensed allocation. A necessary, but not sufficient condition for a river to be regulated is that it is located downstream of a surface water storageMore information on the management of water resources in regulated systems can be found on the Department website: https://www.industry.nsw.gov.au/water/allocationsavailability/allocations/how-water-is-allocated/principles-forallocating-regulated-river-water-in-nsw


Metadata <a href="https://portal.spatial.nsw.gov.au/portal/home/item.html?id=a13166e560804ce99665a294468023d4">Portal Metadata Information</a>
Content TitleWater Sharing Plan Regulated River Water SourcesContent TypeOtherDescriptionThis dataset contains best endeavours aggregation and depiction of regulated river water sources derived from In Force Sharing Plans (WSP) for Regulated systems, as gazetted under the NSW Water Management Act 2000.Initial Publication Date28/08/2024Data Currency28/08/2024Data Update FrequencyAPIContent SourceAPIFile TypeImagery LayerAttributionData Theme, Classification or Relationship to other DatasetsAccuracySpatial Reference System (dataset)GDA94Spatial Reference System (web service)OtherWGS84 Equivalent ToGDA94Spatial ExtentContent LineageData ClassificationUnclassifiedData Access PolicyOpenData QualityTerms and ConditionsCreative CommonStandard and SpecificationData CustodianNSW Department of Climate Change Energy, Environment and WaterPoint of ContactNSW Department of Climate Change Energy, Environment and WaterData AggregatorData DistributorAdditional Supporting InformationTRIM Number

Tags: Water
Organization: Spatial Services (DCS)
Climate Vulnerability Assessment: Oriental 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>Oriental 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: Dryland Maize

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 maize</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)
NSW koala priority population monitoring program

The koala priority population monitoring program is an important long-term initiative focused on 20 priority koala populations identified in the NSW Koala Strategy. This program will enhance our understanding of long-term trends and changes in koala distributions at both regional and statewide levels.

The program began in 2023 and is designed to analyse patterns of koala occupancy and habitat suitability. It uses acoustic recorders to detect koala calls during the spring mating season and will assess environmental variables including soil and vegetation type, land usage and soil composition to understand patterns of occupancy.

Koala priority population monitoring areas have been chosen to provide insights into occupancy trends. These areas overlap with recognised regions of significance for koalas and represent the known geographic range of koalas in New South Wales. By focusing on stronghold populations, the program aims to detect meaningful changes in local koala populations.

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

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>chickpea</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)
Age distribution of primary students in NSW government schools (2011-2024)

Data notes
<ul>
<li>

Data is collected mid-year (census date: first Friday in August) from NSW government schools as per National Schools Statistics Collection (NSCC).
</li>
<li>

All primary school students are considered to be full-time. 
</li>
<li>

From 2020, students in mainstream support classes are reported by their underlying grade of enrolment. Previously, students in support classes in mainstream schools were not included.
</li>
<li>

Students in schools for specific purposes (SSPs) are not included.
</li>
<li>

Students in distance education and Opportunity Classes (OC) are included with their appropriate grade levels.
</li>
<li>

In most scholastic years there are a small number of students in atypical age groups. These have been included in the nearest band. This is indicated with an asterisk. As a result, the sum of each row may not equal the totals reported. 
</li>
</ul>

Data source
<ul>
<li>Education Statistics and Measurement, Centre for Education Statistics and Evaluation.</li>
</ul>

Tags: government-schools, level-state, primary-school, student-administration-and-wellbeing
Organization: NSW Department of Education
Water Modelling-Modelled Data-Regional Water Strategy-Tuross

The datasets provided contain modelled daily streamflow, and storage volume data for several NSW river systems. These data were generated by simulating baseline river system models used to inform the development of Regional Water Strategies. The models were simulated for three different climate scenarios: instrumental climate (about 130 years), paleo-stochastic climate (about 10,000 years), and paleo-stochastic climate with climate projection based on NARCliM 1.0 (about 10,000 years).

Each modelled output is published as a ZIP file which contains two pdf files (.pdf) and three time series data (.csv).

For more information on the NSW regional water strategies program, please refer to the following website. https://www.dpie.nsw.gov.au/water/our-work/plans-and-strategies/regional-water-strategies



The naming structure of the individual zip files is "Watercourse at Gauge name, followed by Gauge number".

1) Tuross River at Tuross Vale Gauge 218001_NARCliM

2) Tuross River at Belowra Gauge 218002_NARCliM

3) Yowrie River at Yowrie Gauge 218003_NARCliM

4) Tuross River downstream Wadbilliga River Junction Gauge 218005_NARCliM

5) Wandella Creek at Wandella Gauge 218006_NARCliM

6) Wadbilliga River at Wadbilliga Gauge 218007_NARCliM

7) Tuross River at Eurobodalla Gauge 218008_NARCliM



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, RWS, modelling, surface water
Organization: NSW Department of Climate Change, Energy, the Environment and Water
Water Modelling-Modelled Data-Regional Water Strategy-Bega

The datasets provided contain modelled daily streamflow, and storage volume data for several NSW river systems. These data were generated by simulating baseline river system models used to inform the development of Regional Water Strategies. The models were simulated for three different climate scenarios: instrumental climate (about 130 years), paleo-stochastic climate (about 10,000 years), and paleo-stochastic climate with climate projection based on NARCliM 1.0 (about 10,000 years).

Each modelled output is published as a ZIP file which contains two pdf files (.pdf) and three time series data (.csv).

For more information on the NSW regional water strategies program, please refer to the following website. https://www.dpie.nsw.gov.au/water/our-work/plans-and-strategies/regional-water-strategies



The naming structure of the individual zip files is "Watercourse at Gauge name, followed by Gauge number".

1) Towamba River at New Buildings Bridge Gauge 220001_NARCliM

2) Rutherford Creek at Brown Mountain Gauge 219001_NARCliM

3) Bemboka River at Morans Crossing Gauge 219003_NARCliM

4) Georges Creek at Steeple Flat (Cochrane Dam) Gauge 219005_NARCliM

5) Tantawangalo Creek at Tantawangalo Mountain Gauge 219006_NARCliM

6) Nunnock River at Brown Mountain (Dam Site) Gauge 219008_NARCliM

7) Brogo River at North Brogo Gauge 219013_NARCliM

8) Double Creek near Brogo Gauge 219017_NARCliM

9) Sandy Creek at Mogilla Gauge 219020_NARCliM

10) Bemboka River at Bemboka Gauge 219021_NARCliM

11) Tantawangalo Creek at Candelo Dam Site Gauge 219022_NARCliM

12) Brogo River at Angledale Gauge 219025_NARCliM

13) Bega River at Warraguburra Gauge 219026_NARCliM

14) Brogo River at Brogo Dam (Storage) Gauge 219027_NARCliM

15) Bega River at Kanoona Gauge 219032_NARCliM

16) Candelo Creek at Greenmount Road (Yurammie No. 4) Gauge 219034_NARCliM



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, RWS, modelling, surface water
Organization: NSW Department of Climate Change, Energy, the Environment and Water
Cooks River Catchment Flood Study

BMT WBM was commissioned by Bankstown City Council to prepare a Flood Study for the Cooks
River stormwater catchment. Similar studies were simultaneously commissioned for the Punchbowl,
the Georges Hall, the Lansdowne and the Miller Road stormwater catchments. The location of the
Cooks River stormwater catchment is shown in Figure 1-1.

The study has been undertaken under the direction of Bankstown City Council and their Floodplain
Management Committee. The Committee includes Councillors and Council staff, officers from the
Office of Environment &amp; Heritage (OEH), the State Emergency Service and community
representatives.
The study investigates flood behaviour throughout the Cooks River stormwater catchment for existing
catchment conditions as at 2012. This includes the analysis of:
<ul>
<li>Flows within the underground pipe drainage network; and</li>
<li>Surface runoff across the catchment.</li>
</ul>

A two-dimensional computer model was established for the catchment to analyse stormwater 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. Full details are outlined in the Cooks River
Catchment Flood Modelling Report, which is included as Appendix C.

Results from this study will form the technical basis for the Floodplain Risk Management Study. The
Floodplain Risk Management Study will identify areas of high flood risk and investigate options to
manage and reduce this risk. Assistance will be sought from the community to help identify these
areas and to derive appropriate solutions during the subsequent study.

The flood model developed during this study will provide Council with a valuable tool to assess the
future development in the catchment.

The main outcomes from this study include:
<ul>
<li>A database of all public drainage assets within the study area;</li>
<li>Establishment of a computer model capable of assessing flood behaviour;</li>
<li>Information on flood behaviour under existing catchment conditions;</li>
<li>Indicative information on drainage asset performance for various storm events;</li>
<li>A property database including surveyed floor levels, flood levels and the resulting floor level
immunity, expressed in the magnitude of a storm event;</li>
<li>Predicted change in flood behaviour due to the potential impacts of climate change; and</li>
<li>A model that can be used to assess flood mitigation options and future development proposals.</li>
</ul>

Tags: Cooks River, Greenacre, hydraulic model, hydrologic model
Organization: Canterbury-Bankstown Council
Lansdowne Catchment Flood Study - Report

This report presents the Flood Study undertaken to define flooding characteristics of the Lansdowne catchment in the Bankstown City Council area in NSW.

Tags: Bankstown, Bass Hill, Georges Hall, Henry Lawson Drive, Hume Highway, Lansdowne, Lansdowne Park, Mirambeena Regional Park, Prospect Creek, Villawood
Organization: Canterbury-Bankstown Council