HUN Ecological expert elicitation and receptor impact models v01

Brief description

## **Abstract**

The dataset was derived by the Bioregional Assessment Programme from multiple source datasets. The source datasets are identified in the Lineage field in this metadata statement. The processes undertaken to produce this derived dataset are described in the History field in this metadata statement.



Receptor impact models (RIMs) use inputs from surface water and groundwater models. For a given node, there is a value for each combination of hydrological response variable, future, and replicate or run number. RIMs are developed for specific landscape classes. The hydrological response variables that a RIM within a landscape class requires are organised by the R script RIM_Prediction_CreateArray.R into an array. The formatted data is available as an R data file format called RDS and can be read directly into R. The R script IMIA_HUN_RIM_predictions.R applies the receptor model functions (RDS object as part of Data set 1: Ecological expert elicitation and receptor impact models for the HUN subregion) to the HRV array for each landscape class (or landscape group) to make predictions of receptor impact varibles (RIVs). Predictions of a receptor impact from a RIM for a landscape class are summarised at relevant AUIDs by the 5th through to the 95th percentiles (in 5% increments) for baseline and CRDP futures. These are available in the HUN_RIV_quantiles_IMIA.csv data set. RIV predictions are further summarised and compared as boxplots (using the R script boxplotsbyfutureperiod.R) and as (aggregated) spatial risk maps using GIS.

## **Dataset History**

Receptor impact models (RIMs) are developed for specific landscape classes. The hydrological response variables that a RIM within a landscape class requires are organised by the R script RIM_Prediction_CreateArray.R into an array. The formatted data is available as an R data file format called RDS and can be read directly into R.

The R script IMIA_HUN_RIM_predictions.R applies the receptor model functions (RDS object as part of Data set 1: Ecological expert elicitation and receptor impact models for the HUN subregion) to the HRV array for each landscape class (or landscape group) to make predictions of receptor impact varibles (RIVs). Predictions of a receptor impact from a RIM for a landscape class are summarised at relevant AUIDs by the 5th through to the 95th percentiles (in 5% increments) for baseline and CRDP futures. These are available in the HUN_RIV_quantiles_IMIA.csv data set. RIV predictions are further summarised and compared as boxplots (using the R script boxplotsbyfutureperiod.R) and as (aggregated) spatial risk maps using GIS.

## **Dataset Citation**

Bioregional Assessment Programme (XXXX) HUN Ecological expert elicitation and receptor impact models v01. Bioregional Assessment Derived Dataset. Viewed 28 August 2018, http://data.bioregionalassessments.gov.au/dataset/8974bf25-b681-43ac-bf32-6fde00406391.

## **Dataset Ancestors**

* **Derived From** [Natural Resource Management (NRM) Regions 2010](https://data.gov.au/data/dataset/1d54e38f-4051-4f0c-a350-c7dbd8eba65b)

* **Derived From** [NSW Wetlands](https://data.gov.au/data/dataset/90476e12-77a2-4970-a0be-942eeb84e95e)

* **Derived From** [NSW Office of Water Surface Water Entitlements Locations v1_Oct2013](https://data.gov.au/data/dataset/fc872710-998e-4c76-8b98-1df383c53de6)

* **Derived From** [HUN Landscape Classification v02](https://data.gov.au/data/dataset/e9250918-ec30-4a24-b2fc-049f71551d84)

* **Derived From** [Travelling Stock Route Conservation Values](https://data.gov.au/data/dataset/198900d5-0d06-4bd0-832b-e30a7c4e8873)

* **Derived From** [Darling River Hardyhead Predicted Distribution in Hunter River Catchment NSW 2015](https://data.gov.au/data/dataset/643c6228-6435-4f5a-9f09-5f53efe234d2)

* **Derived From** [Threatened migratory shorebird habitat mapping DECCW May 2006](https://data.gov.au/data/dataset/cc0b62a0-ded7-4c14-b954-1552337b395e)

* **Derived From** [Communities of National Environmental Significance Database - RESTRICTED - Metadata only](https://data.gov.au/data/dataset/c01c4693-0a51-4dbc-bbbd-7a07952aa5f6)

* **Derived From** [Climate Change Corridors for Nandewar and New England Tablelands](https://data.gov.au/data/dataset/d480bd52-c46a-41ae-bab8-0e8d7620160b)

* **Derived From** [National Groundwater Dependent Ecosystems (GDE) Atlas](https://data.gov.au/data/dataset/e358e0c8-7b83-4179-b321-3b4b70df857d)

* **Derived From** [Asset database for the Hunter subregion on 27 August 2015](https://data.gov.au/data/dataset/9e1c414c-1752-4bd8-83ff-c137b7d9f9ce)

* **Derived From** [Hunter CMA GDEs (DRAFT DPI pre-release)](https://data.gov.au/data/dataset/469d6d2e-900f-47a7-a137-946b89b3d188)

* **Derived From** [Estuarine Macrophytes of Hunter Subregion NSW DPI Hunter 2004](https://data.gov.au/data/dataset/fb7bf5a0-f0e3-429b-9b54-0d4b58fb49c2)

* **Derived From** [Geofabric Surface Network - V2.1.1](https://data.gov.au/data/dataset/d84e51f0-c1c1-4cf9-a23c-591f66be0d40)

* **Derived From** [Birds Australia - Important Bird Areas (IBA) 2009](https://data.gov.au/data/dataset/5d488350-83b6-4e71-8d17-687ad8ff9941)

* **Derived From** [Camerons Gorge Grassy White Box Endangered Ecological Community (EEC) 2008](https://data.gov.au/data/dataset/cc77d836-86d3-429d-b0ab-1599cff00414)

* **Derived From** [NSW Office of Water Surface Water Licences Processed for Hunter v1 20140516](https://data.gov.au/data/dataset/25d233eb-dbc4-4ca3-b200-1d1df2b5126c)

* **Derived From** [Asset database for the Hunter subregion on 24 February 2016](https://data.gov.au/data/dataset/a39290ac-3925-4abc-9ecb-b91e911f008f)

* **Derived From** [Fauna Corridors for North East NSW](https://data.gov.au/data/dataset/c8b21575-8003-41ba-bb7e-378c2eb3486d)

* **Derived From** [Gosford Council Endangered Ecological Communities (Umina woodlands) EEC3906](https://data.gov.au/data/dataset/485b84ef-7f56-40b3-bf25-5ba359dd4623)

* **Derived From** [NSW Office of Water Surface Water Offtakes - Hunter v1 24102013](https://data.gov.au/data/dataset/d94064ab-6d03-4a40-9484-1579afa9269b)

* **Derived From** [National Groundwater Dependent Ecosystems (GDE) Atlas (including WA)](https://data.gov.au/data/dataset/6dbaee0d-8813-46b1-9c13-1b796e7ed3bf)

* **Derived From** [Asset list for Hunter - CURRENT](https://data.gov.au/data/dataset/51b1e021-2958-4cd3-8daa-ba46ece09d1c)

* **Derived From** [Species Profile and Threats Database (SPRAT) - Australia - Species of National Environmental Significance Database (BA subset - RESTRICTED - Metadata only)](https://data.gov.au/data/dataset/7276dd93-cc8c-4c01-8df0-cef743c72112)

* **Derived From** [Bioregional Assessment areas v01](https://data.gov.au/data/dataset/0fd0d820-30b3-451f-a126-a50040426999)

* **Derived From** [GEODATA TOPO 250K Series 3, File Geodatabase format (.gdb)](https://data.gov.au/data/dataset/96ebf889-f726-4967-9964-714fb57d679b)

* **Derived From** [Ramsar Wetlands of Australia](https://data.gov.au/data/dataset/d65cc156-944d-4961-bfba-eacfd61db63a)

* **Derived From** [Native Vegetation Management (NVM) - Manage Benefits](https://data.gov.au/data/dataset/b299e256-1d37-4f89-8c51-93567ebf3753)

* **Derived From** [GEODATA TOPO 250K Series 3](https://data.gov.au/data/dataset/a0650f18-518a-4b99-a553-44f82f28bb5f)

* **Derived From** [NSW Catchment Management Authority Boundaries 20130917](https://data.gov.au/data/dataset/0dc4272e-c081-4ed4-9645-aa336ffacd85)

* **Derived From** [Geological Provinces - Full Extent](https://data.gov.au/data/dataset/0a064b3b-2a1e-4672-80d9-03333be67aad)

* **Derived From** [Hunter subregion boundary](https://data.gov.au/data/dataset/2b704127-f134-45ca-afc7-2ce19c892c87)

* **Derived From** [Commonwealth Heritage List Spatial Database (CHL)](https://data.gov.au/data/dataset/57720684-4948-45db-a2c8-37259d531d87)

* **Derived From** [GW Element Bores with Unknown FTYPE Hunter NSW Office of Water 20150514](https://data.gov.au/data/dataset/e8b6a2f3-2951-4cdd-9570-871441120e02)

* **Derived From** [Greater Hunter Native Vegetation Mapping with Classification for Mapping](https://data.gov.au/data/dataset/73abc2f6-1b8a-43a0-b458-c67ee4275edc)

* **Derived From** [Atlas of Living Australia NSW ALA Portal 20140613](https://data.gov.au/data/dataset/cb420b33-b828-40fe-a844-7fdbe828d4d6)

* **Derived From** [Bioregional Assessment areas v03](https://data.gov.au/data/dataset/96dbf469-5463-4f4d-8fad-4214c97e5aac)

* **Derived From** [Spatial Threatened Species and Communities (TESC) NSW 20131129](https://data.gov.au/data/dataset/a6664894-1489-46d1-a6ca-16f9ab519a28)

* **Derived From** [HUN Landscape Classification v03](https://data.gov.au/data/dataset/79a84caf-2782-4088-b147-ac47f50b52ac)

* **Derived From** [Bioregional Assessment areas v02](https://data.gov.au/data/dataset/e414b1b3-c42e-42e9-9cc4-2093054aa35f)

* **Derived From** [National Heritage List Spatial Database (NHL) (v2.1)](https://data.gov.au/data/dataset/26daa8d7-a90e-47f3-982b-0df362414e65)

* **Derived From** [Climate Change Corridors (Dry Habitat) for North East NSW](https://data.gov.au/data/dataset/8871574a-62ac-4b59-9cc3-bc991a6abd57)

* **Derived From** [Groundwater Entitlement Hunter NSW Office of Water 20150324](https://data.gov.au/data/dataset/19697f0a-4513-42a4-a7ce-4e00f48a715a)

* **Derived From** [Asset database for the Hunter subregion on 20 July 2015](https://data.gov.au/data/dataset/35bc515e-581a-4a7f-ae2a-c0b62b2c9169)

* **Derived From** [NSW Office of Water combined geodatabase of regulated rivers and water sharing plan regions](https://data.gov.au/data/dataset/24157c41-c42f-4e1f-a791-a1ad18c8215d)

* **Derived From** [Asset database for the Hunter subregion on 22 September 2015](https://data.gov.au/data/dataset/59d91125-2b58-4680-9ef0-645d77a9f76d)

* **Derived From** [Asset database for the Hunter subregion on 16 June 2015](https://data.gov.au/data/dataset/24f007de-94e1-4a50-b8e8-46d5cceb5c66)

* **Derived From** [Australia World Heritage Areas](https://data.gov.au/data/dataset/4927789b-7ba7-4a77-b6fc-be1b29b6590c)

* **Derived From** [HUN River Perenniality v01](https://data.gov.au/data/dataset/3200fb73-72f3-4770-b012-3f49af454493)

* **Derived From** [Lower Hunter Spotted Gum Forest EEC 2010](https://data.gov.au/data/dataset/5a8f525b-d602-4120-99a3-900fc05180e7)

* **Derived From** [New South Wales NSW Regional CMA Water Asset Information WAIT tool databases, RESTRICTED Includes ALL Reports](https://data.gov.au/data/dataset/a2a929ea-2cb3-42ab-86b9-87deac68acae)

* **Derived From** [Greater Hunter Native Vegetation Mapping](https://data.gov.au/data/dataset/8f575981-3730-4989-84ce-c90204158406)

* **Derived From** [HUN AssetList Database v1p2 20150128](https://data.gov.au/data/dataset/64ecd565-bb7c-4f21-951e-f35966b91c99)

* **Derived From** [Climate Change Corridors Coastal North East NSW](https://data.gov.au/data/dataset/0a1b4dc6-07a4-4f2b-acc2-000eed75db22)

* **Derived From** [Groundwater Economic Elements Hunter NSW 20150520 PersRem v02](https://data.gov.au/data/dataset/7174b44f-7146-4b70-a77f-b55c989a3278)

* **Derived From** [NSW Office of Water - GW licence extract linked to spatial locations for North and South Sydney v2 20140228](https://data.gov.au/data/dataset/0e6034bc-7a91-46c9-80e0-0e3330a0b7da)

* **Derived From** [Asset database for the Hunter subregion on 12 February 2015](https://data.gov.au/data/dataset/dcf8349e-aaed-4d30-80ab-1c8cbad8fe68)

* **Derived From** [New South Wales NSW - Regional - CMA - Water Asset Information Tool - WAIT - databases](https://data.gov.au/data/dataset/330532aa-66ba-44f5-984b-8a21a99661a0)

* **Derived From** [Climate Change Corridors (Moist Habitat) for North East NSW](https://data.gov.au/data/dataset/f8445d2e-ec1f-4f5a-99cc-7f90d1f96103)

* **Derived From** [Operating Mines OZMIN Geoscience Australia 20150201](https://data.gov.au/data/dataset/65c0c042-1ba8-47a8-9793-4363672500b9)

* **Derived From** [NSW Office of Water - National Groundwater Information System 20141101v02](https://data.gov.au/data/dataset/6c364d09-fc3b-47c3-aa98-6c702d3d8137)

* **Derived From** [Bioregional_Assessment_Programme_Catchment Scale Land Use of Australia - 2014](https://data.gov.au/data/dataset/6f72f73c-8a61-4ae9-b8b5-3f67ec918826)

* **Derived From** [Groundwater Economic Assets Hunter NSW 20150331 PersRem](https://data.gov.au/data/dataset/ca620380-3d67-43bb-811a-3cafdf41056a)

* **Derived From** [Australia - Species of National Environmental Significance Database](https://data.gov.au/data/dataset/4eff885b-0d68-45e8-b4b1-e3e5448354eb)

* **Derived From** [Monitoring Power Generation and Water Supply Bores Hunter NOW 20150514](https://data.gov.au/data/dataset/055adb26-5b43-451c-ad21-c9063f1d5aed)

* **Derived From** [Northern Rivers CMA GDEs (DRAFT DPI pre-release)](https://data.gov.au/data/dataset/ac1bd285-5f50-46e2-bc04-b21e8e182a62)

* **Derived From** [NSW Office of Water GW licence extract linked to spatial locations for NorthandSouthSydney v3 13032014](https://data.gov.au/data/dataset/6860cabb-372d-40c8-9ae8-f097021d35ef)

* **Derived From** [Australia, Register of the National Estate (RNE) - Spatial Database (RNESDB) Internal](https://data.gov.au/data/dataset/878f6780-be97-469b-8517-54bd12a407d0)

* **Derived From** [NSW Office of Water Groundwater Entitlements Spatial Locations](https://data.gov.au/data/dataset/0f4da0d0-9e82-42f3-84da-1148e0b730c1)

* **Derived From** [NSW Office of Water Groundwater Licence Extract, North and South Sydney - Oct 2013](https://data.gov.au/data/dataset/b48f941e-b557-411f-aebd-e3c463b60614)

* **Derived From** [Directory of Important Wetlands in Australia (DIWA) Spatial Database (Public)](https://data.gov.au/data/dataset/6636846e-e330-4110-afbb-7b89491fe567)

* **Derived From** [Collaborative Australian Protected Areas Database (CAPAD) 2010 (Not current release)](https://data.gov.au/data/dataset/7b649c6d-fdbf-40e3-b002-db521665af53)

* **Derived From** [Groundwater Dependent Ecosystems supplied by the NSW Office of Water on 13/05/2014](https://data.gov.au/data/dataset/1bdc6089-c114-4485-b962-35a8b3d2357f)