CLM AWRA HRVs Uncertainty Analysis

## **Abstract** 

This 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.



This dataset contains the data and scripts to generate the hydrological response variables for surface water in the Clarence Moreton subregion as reported in CLM261 (Gilfedder et al. 2016).

## **Dataset History** 

File CLM_AWRA_HRVs_flowchart.png shows the different files in this dataset and how they interact. The python and R-scripts are written by the BA modelling team to, as detailed below, read, combine and analyse the source datasets CLM AWRA model, CLM groundwater model V1 and CLM16swg Surface water gauging station data within the Clarence Moreton Basin to create the hydrological response variables for surface water as reported in CLM2.6.1 (Gilfedder et al. 2016).



R-script HRV_SWGW_CLM.R reads, for each model simulation, the outputs from the surface water model in netcdf format from file Qtot.nc (dataset CLM AWRA model) and the outputs from the groundwater model, flux_change.csv (dataset CLM groundwater model V1) and creates a set of files in subfolder /Output for each GaugeNr and simulation Year:

CLM_GaugeNr_Year_all.csv and CLM_GaugeNR_Year_baseline.csv: the set of 9 HRVs for GaugeNr and Year for all 5000 simulations for baseline conditions

CLM_GaugeNr_Year_CRDP.csv: the set of 9 HRVs for GaugeNr and Year for all 5000 simulations for CRDP conditions (=AWRA streamflow - MODFLOW change in SW-GW flux)

CLM_GaugeNr_Year_minMax.csv: minimum and maximum of HRVs over all 5000 simulations



Python script CLM_collate_DoE_Predictions.py collates that information into following files, for each HRV and each maxtype (absolute maximum (amax), relative maximum (pmax) and time of absolute maximum change (tmax)):

CLM_AWRA_HRV_maxtyp_DoE_Predictions: for each simulation and each gauge_nr, the maxtyp of the HRV over the prediction period (2012 to 2102)

CLM_AWRA_HRV_DoE_Observations: for each simulation and each gauge_nr, the HRV for the years that observations are available

CLM_AWRA_HRV_Observations: summary statistics of each HRV and the observed value (based on data set CLM16swg Surface water gauging station data within the Clarence Moreton Basin)

CLM_AWRA_HRV_maxtyp_Predictions: summary statistics of each HRV



R-script CLM_CreateObjectiveFunction.R calculates for each HRV the objective function value for all simulations and stores it in CLM_AWRA_HRV_ss.csv. This file is used by python script CLM_AWRA_SI.py to generate figure CLM-2615-002-SI.png (sensitivity indices).



The AWRA objective function is combined with the overall objective function from the groundwater model in dataset CLM Modflow Uncertainty Analysis (CLM_MF_DoE_ObjFun.csv) into csv file CLM_AWRA_HRV_oo.csv. This file is used to select behavioural simulations in python script CLM-2615-001-top10.py. This script uses files CLM_NodeOrder.csv and BA_Visualisation.py to create the figures CLM-2616-001-HRV_10pct.png.

## **Dataset Citation** 

Bioregional Assessment Programme (2016) CLM AWRA HRVs Uncertainty Analysis. Bioregional Assessment Derived Dataset. Viewed 28 September 2017, http://data.bioregionalassessments.gov.au/dataset/e51a513d-fde7-44ba-830c-07563a7b2402.

## **Dataset Ancestors** 

* **Derived From** [QLD Dept of Natural Resources and Mines, Groundwater Entitlements 20131204](https://data.gov.au/data/dataset/fd59894f-06b0-4c6f-9029-488934cfa7ba)

* **Derived From** [Qld 100K mapsheets - Mount Lindsay](https://data.gov.au/data/dataset/3031172f-ec23-4c4d-835f-0772da8829ba)

* **Derived From** [Qld 100K mapsheets - Helidon](https://data.gov.au/data/dataset/b3f4f1b5-a2fd-40fc-b35b-78b100a50dcb)

* **Derived From** [Qld 100K mapsheets - Ipswich](https://data.gov.au/data/dataset/71d610f7-084a-44c6-afa3-f0763396239b)

* **Derived From** [CLM - Woogaroo Subgroup extent](https://data.gov.au/data/dataset/7da67176-77fb-47fd-9bfa-1fae92261cf4)

* **Derived From** [CLM - Interpolated surfaces of Alluvium depth](https://data.gov.au/data/dataset/7867c5af-e2a0-43f7-ae09-30fb4d9a656a)

* **Derived From** [CLM - Extent of Logan and Albert river alluvial systems](https://data.gov.au/data/dataset/c0047016-9e16-4803-ae21-a671582025f1)

* **Derived From** [CLM - Bore allocations NSW v02](https://data.gov.au/data/dataset/2a7f1f7a-586a-4e1d-8f04-25818ca0d194)

* **Derived From** [CLM - Bore allocations NSW](https://data.gov.au/data/dataset/3bb16039-ceeb-4966-aa28-a7c62b6d69ff)

* **Derived From** [CLM - Bore assignments NSW and QLD summary tables](https://data.gov.au/data/dataset/f92af83d-3db0-4053-b766-4915609db12b)

* **Derived From** [CLM - Geology NSW & Qld combined v02](https://data.gov.au/data/dataset/982bd271-5ce8-48cf-b3cf-c50550509baa)

* **Derived From** [CLM - Orara-Bungawalbin bedrock](https://data.gov.au/data/dataset/c5f52b4d-5a3e-4772-97f9-171b875e32dc)

* **Derived From** [CLM16gwl NSW Office of Water_GW licence extract linked to spatial locations_CLM_v3_13032014](https://data.gov.au/data/dataset/4b0e74ed-2fad-4608-a743-92163e13c30d)

* **Derived From** [CLM groundwater model hydraulic property data](https://data.gov.au/data/dataset/e2444e2a-2c5d-4c07-9685-145d82adf131)

* **Derived From** [CLM - Koukandowie FM bedrock](https://data.gov.au/data/dataset/87ee5e91-fbd6-4bcd-8344-c52df1f4f226)

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

* **Derived From** [NSW Office of Water - National Groundwater Information System  20140701](https://data.gov.au/data/dataset/7ab9820e-1e43-4600-8875-a0834345fb6d)

* **Derived From** [CLM - Gatton Sandstone extent](https://data.gov.au/data/dataset/ace6073d-9db3-4702-a4bf-78345505d9f5)

* **Derived From** [CLM16gwl NSW Office of Water, GW licence extract linked to spatial locations in CLM v2 28022014](https://data.gov.au/data/dataset/ed68451f-8e24-4fed-988d-0aef12a997ee)

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

* **Derived From** [NSW Geological Survey - geological units DRAFT line work.](https://data.gov.au/data/dataset/8fd05241-5f8c-4a02-9c16-9da9bc6b33c8)

* **Derived From** [Mean Annual Climate Data of Australia 1981 to 2012](https://data.gov.au/data/dataset/02418c67-f8bb-48a8-88a3-2a5c6b485f78)

* **Derived From** [CLM Preliminary Assessment Extent Definition & Report( CLM PAE)](https://data.gov.au/data/dataset/2cdd0e81-026e-4a41-87b0-ec003eddc5c1)

* **Derived From** [Qld 100K mapsheets - Caboolture](https://data.gov.au/data/dataset/cee55c9c-29f9-4733-aac9-9b82a2ff739f)

* **Derived From** [CLM - AWRA Calibration Gauges SubCatchments](https://data.gov.au/data/dataset/af6476a5-02e7-4916-8151-504896729ce6)

* **Derived From** [CLM - NSW Office of Water Gauge Data for Tweed, Richmond & Clarence rivers. Extract 20140901](https://data.gov.au/data/dataset/a4b5b711-57c4-4b02-bd8b-a05d7379f319)

* **Derived From** [Qld 100k mapsheets - Murwillumbah](https://data.gov.au/data/dataset/c9852e4a-1084-4fdb-a538-17b89736205d)

* **Derived From** [AHGFContractedCatchment - V2.1 - Bremer-Warrill](https://data.gov.au/data/dataset/23825b8f-0f58-417b-ad54-1074d4863b03)

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

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

* **Derived From** [QLD Current Exploration Permits for Minerals (EPM) in Queensland 6/3/2013](https://data.gov.au/data/dataset/5d8c8f5c-7ace-40ce-87ce-0b311b028c10)

* **Derived From** [Pilot points for prediction interpolation of layer 1 in CLM groundwater model](https://data.gov.au/data/dataset/e5d7d69a-629a-467d-87db-dd792808fca4)

* **Derived From** [CLM - Bore water level NSW](https://data.gov.au/data/dataset/d20a15c4-b4ea-45a4-97e3-6ed83373ba97)

* **Derived From** [Climate model 0.05x0.05 cells and cell centroids](https://data.gov.au/data/dataset/3df5188b-f027-4d51-99a8-45e2800f29c8)

* **Derived From** [CLM - New South Wales Department of Trade and Investment 3D geological model layers](https://data.gov.au/data/dataset/0843bdb7-d8e8-40ac-ae9c-0ac59b37cdf7)

* **Derived From** [CLM - Metgasco 3D geological model formation top grids](https://data.gov.au/data/dataset/41cc99e6-0309-4a74-a1ba-cb0f9a12ff4e)

* **Derived From** [State Transmissivity Estimates for Hydrogeology Cross-Cutting Project](https://data.gov.au/data/dataset/db6643ff-f4ec-4aa3-9f5d-afdce1bce5b1)

* **Derived From** [CLM - Extent of Bremer river and Warrill creek alluvial systems](https://data.gov.au/data/dataset/21239a36-67ea-4535-92e4-6ad4e37e0108)

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

* **Derived From** [QLD Department of Natural Resources and Mining Groundwater Database Extract 20131111](https://data.gov.au/data/dataset/827e70b3-29d5-4e89-8d59-a93bc499de60)

* **Derived From** [Qld 100K mapsheets - Esk](https://data.gov.au/data/dataset/9e7334b7-fbb0-4893-bd08-ac296ce9a4fb)

* **Derived From** [QLD Dept of Natural Resources and Mines, Groundwater Entitlements linked to bores and NGIS v4 28072014](https://data.gov.au/data/dataset/b1ba5370-2c60-485f-9620-ddad39498999)

* **Derived From** [BILO Gridded Climate Data: Daily Climate Data for each year from 1900 to 2012](https://data.gov.au/data/dataset/7aaf0621-a0e5-4b01-9333-53ebcb1f1c14)

* **Derived From** [CLM - Qld Surface Geology Mapsheets](https://data.gov.au/data/dataset/a040de87-21b1-4097-a273-41471405ab28)

* **Derived From** [NSW Office of Water Pump Test dataset](https://data.gov.au/data/dataset/d8f1062f-97d5-4d78-9ca8-b5719fe3fced)

* **Derived From** [CLM - NSW River Gauge pdf documents.](https://data.gov.au/data/dataset/ffc17844-006c-40e8-adcd-53e75efb530f)

* **Derived From** [CLM - New South Wales well completion reports](https://data.gov.au/data/dataset/85d50f57-37bb-4af5-ab67-4e8849d0cd98)

* **Derived From** [Data for river stage interpolation in the CLM groundwater model](https://data.gov.au/data/dataset/c486f991-fc71-44c5-974f-85913ce82faf)

* **Derived From** [CLM - Extent of Lockyer Creek alluvial system](https://data.gov.au/data/dataset/98160487-1dfe-41b5-9f8c-dc73795e2094)

* **Derived From** [CLM - DEM in ascii format](https://data.gov.au/data/dataset/4e33c849-20ef-48f0-a522-22ac80d9cc73)

* **Derived From** [CLM - Grafton-Rapville bedrock](https://data.gov.au/data/dataset/1c217d86-ba4e-480b-8786-2ab083c2495f)

* **Derived From** [CLM - Bore water level QLD](https://data.gov.au/data/dataset/20c5f443-bd19-4d2b-9f96-6633244c64e5)

* **Derived From** [QLD Coal Seam Gas well locations - 14/08/2014](https://data.gov.au/data/dataset/88028a0b-7c1e-4b70-8217-abc2c536e6c4)

* **Derived From** [CLM - Orara-Kangaroo bedrock](https://data.gov.au/data/dataset/9daa153e-dbcf-4a7d-9fe6-790ebd7bca94)

* **Derived From** [Qld 100k mapsheets - Warwick](https://data.gov.au/data/dataset/3e2fa307-1f06-4873-96d3-5c3e5638894a)

* **Derived From** [CLM - Walloon Coal Measures spatial extent](https://data.gov.au/data/dataset/a6f029c1-b57a-496a-b6ad-2f017cc89702)

* **Derived From** [Geofabric Surface Catchments - V2.1](https://data.gov.au/data/dataset/ea1b6f6c-e8a3-4c78-a463-044c89857fc0)

* **Derived From** [CLM - Stratigraphic wells in the QLD area of the Clarence-Moreton bioregion](https://data.gov.au/data/dataset/76975f35-715f-42e3-97c2-44f5c8de88a6)

* **Derived From** [CLM16swg Surface water gauging station data within the Clarence Moreton Basin](https://data.gov.au/data/dataset/1e4cdb84-10cf-4772-91fc-820688dc9aef)

* **Derived From** [CLM - Queensland well completion reports](https://data.gov.au/data/dataset/e66a0708-2d10-4f21-bbe1-c986f5e0d4e7)

* **Derived From** [National Groundwater Information System (NGIS) v1.1](https://data.gov.au/data/dataset/e157b1cd-3cb7-4cf9-a13c-a6bed576b8c7)

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

* **Derived From** [Qld 100k mapsheets - Kingaroy](https://data.gov.au/data/dataset/01f58f60-9688-4b62-9de9-7e58aa0eeeb6)

* **Derived From** [CLM - Stratigraphic wells data from IRTM in the QLD area of the Clarence-Morton bioregion](https://data.gov.au/data/dataset/0de9e452-240b-439d-82b9-25dc85eb5b15)

* **Derived From** [CLM - Basalt extent](https://data.gov.au/data/dataset/d01c0a51-9102-471c-b2bd-d5f413731bd9)

* **Derived From** [CLM groundwater model V1](https://data.gov.au/data/dataset/2acf0342-956e-430f-9142-cf64d2b9d118)

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

* **Derived From** [CLM AWRA model](https://data.gov.au/data/dataset/abfefbbf-4cc3-4b05-a4ea-1a79e916e72b)

* **Derived From** [CLM - Interpolated piezometric surfaces for Alluvium](https://data.gov.au/data/dataset/da04bc6a-b2ad-427f-a434-643ad6006ea0)

* **Derived From** [CLM - Hydraulic conductivity NSW](https://data.gov.au/data/dataset/cecfa372-52ca-49f8-b61c-6506279eafb5)

* **Derived From** [CLM - Coal Bore Holes in QLD region of Clarence-Moreton bioregion](https://data.gov.au/data/dataset/3d2b63fc-b5ee-4ade-bdb9-694fa0fd41b1)

* **Derived From** [CLM Groundwater Model Boundary](https://data.gov.au/data/dataset/dd691d5c-48a2-42fd-9902-4770c871b50f)

* **Derived From** [Clarence-Moreton SEEBASE & Structural GIS Project data.](https://data.gov.au/data/dataset/b1690f8b-4025-45d2-96a0-6feb03ff3e52)

* **Derived From** [Coal Bore Holes - QLD](https://data.gov.au/data/dataset/e7802c0f-e11b-4f9a-a597-a5f316f40ec3)

* **Derived From** [Qld 100k mapsheets - Beenleigh](https://data.gov.au/data/dataset/f2eb7c75-52c5-4738-b7b7-76ec31b7f7ee)

* **Derived From** [QLD Department of Natural Resources and Mines Groundwater Database Extract 20142808](https://data.gov.au/data/dataset/a5c5cbdb-1152-43f7-9533-a123027b7ce1)

* **Derived From** [Qld 100K mapsheets - Inglewood](https://data.gov.au/data/dataset/32869100-6b73-44a4-bcef-c58e380d0b7d)

* **Derived From** [Qld 100K mapsheets - Oakey](https://data.gov.au/data/dataset/9b5ef250-c085-4365-b9c0-bb34e0b56150)

* **Derived From** [Qld 100K mapsheets - Toowoomba](https://data.gov.au/data/dataset/5b8bf9c4-d127-45c5-9fef-a71013331d86)

* **Derived From** [CLM - Main Range volcanics](https://data.gov.au/data/dataset/b6f08090-aed0-4a6a-9a61-cdd2333138ed)

* **Derived From** [GEODATA 9 second DEM and D8: Digital Elevation Model Version 3 and Flow Direction Grid 2008](https://data.gov.au/data/dataset/ebcf6ca2-513a-4ec7-9323-73508c5d7b93)

* **Derived From** [CLM - Bore assignments NSW](https://data.gov.au/data/dataset/e035500e-868e-44bb-8993-7c67048773a9)

* **Derived From** [CLM bioregion 3D geological model](https://data.gov.au/data/dataset/ec308925-99ae-4bbf-9005-08097d8342e5)

* **Derived From** [CLM - Grafton-Piora bedrock](https://data.gov.au/data/dataset/59addbea-b8a5-4409-9c36-da260efe81f1)

* **Derived From** [Victorian Groundwater Management System Dec 2012 (superseded)](https://data.gov.au/data/dataset/0e144947-4b0c-4c31-b605-9ecabdf2730b)

* **Derived From** [QLD Dept of Natural Resources and Mines, Groundwater Entitlements linked to bores v3 03122014](https://data.gov.au/data/dataset/68bbd3fb-6e2a-4088-a3dd-55cc44c2f0d6)

* **Derived From** [CLM - Extent of Richmond river alluvial system May 6th 2014](https://data.gov.au/data/dataset/75029853-ab90-42c8-a6de-85ecf1671dda)

* **Derived From** [CLM - Lamington volcanics](https://data.gov.au/data/dataset/00358558-b7fc-4165-a4e3-fd1ec26ed51a)

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

* **Derived From** [CLM - Richmond catchment boundary](https://data.gov.au/data/dataset/a69bfc76-60b0-4256-8156-4ed7bba39bad)

* **Derived From** [CLM - Streamflow unified NSW](https://data.gov.au/data/dataset/1e848ee6-4f79-469d-90c9-34596828b364)

* **Derived From** [CLM - Extent of Richmond river alluvial system February 3rd 2015](https://data.gov.au/data/dataset/e8a94d1e-d0c4-4c66-87ec-59bc83ea5d82)

* **Derived From** [CLM - Bore assignments QLD](https://data.gov.au/data/dataset/f8937dd8-b3a0-490e-a452-9dc56fe03914)

* **Derived From** [Qld 100K mapsheets - Allora](https://data.gov.au/data/dataset/46a276a3-fa56-4b1c-8aa4-0af90d28756b)

* **Derived From** [Qld 100K mapsheets - Jandowae](https://data.gov.au/data/dataset/0e11158d-8dbb-453b-9bf0-f79fa3fa1d89)

* **Derived From** [CLM - NSW Surface Geology Mapsheets in the Clarence-Moreton bioregion](https://data.gov.au/data/dataset/a1f5c7b3-ea1f-4ef0-9d05-f54e81f4c7b6)

* **Derived From** [CLM - Extent of Clarence River alluvial systems](https://data.gov.au/data/dataset/46ec2295-19f2-48b7-bdbb-9347e6301c02)

* **Derived From** [Hydstra Groundwater Measurement Update - NSW Office of Water, Nov2013](https://data.gov.au/data/dataset/08b34518-c947-4665-82e5-c144b5b24e01)

* **Derived From** [Formation tops exploration wells](https://data.gov.au/data/dataset/414c8231-9471-4620-b2ea-f57e2114d1bb)

* **Derived From** [CLM16gwl NSW Office of Water Groundwater Licence Extract Clarence Moreton-  Oct 2013](https://data.gov.au/data/dataset/d9bd77b6-5bc3-4832-a212-0e8f5ba48076)

* **Derived From** [QLD Petroleum Leases, 28/11/2013](https://data.gov.au/data/dataset/aac9dbce-f98b-4b95-9a04-d5a5f405d409)

* **Derived From** [CLM - Coal seam gas and petroleum wells](https://data.gov.au/data/dataset/598c923e-7eba-47ab-a1de-637dbe0d08fd)

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

* **Derived From** [Geoscience Australia, 1 second SRTM Digital Elevation Model (DEM)](https://data.gov.au/data/dataset/9a9284b6-eb45-4a13-97d0-91bf25f1187b)



Tags: Clarence-Moreton bioregion, geoscientificInformation, inlandWaters
Organization: Bioregional Assessment Program