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Australian Water Balance Model (AWBM) - SRG
The Australian Water Balance Model (AWBM) is a catchment water balance model that relates daily rainfall and evapotranspiration to runoff, and calculates losses from rainfall for flood hydrograph modelling. The model contains five stores; three surface stores to simulate partial areas of runoff, a base flow store and a surface runoff routing store.
Scale
AWBM operates at the functional unit scale and at a daily time-step.
The model can be applied at sub-daily intervals, provided the values of the recession values are appropriate to the chosen timestep.
Principal developer
Cooperative Research Centre for Catchment Hydrology. The original model was developed by Dr Walter Boughton (Boughton, 2004).
Scientific provenance
AWBM has been applied in many Australian catchments by the original author (Boughton) and by several other hydrologists. The extent of its use outside Australia is unknown but it is not expected to have been widely applied outside of Australia. There is nothing particularly unique to Australia in the conceptual structure of AWBM but it would require calibration and testing to catchments outside of Australia to confirm its suitability.
Version
Source v3.8.10
Rainfall Runoff Library v1.0.5, June 25, 2004
http://www.toolkit.net.au/Tools/RRL
Dependencies
None.
Availability and conditions
AWBM is automatically installed with Source. AWBM is also available through the Rainfall Runoff Library on eWater Toolkit: http://www.toolkit.net.au/Tools/RRL.
Structure and processes
AWBM uses three surface stores (C1, C2 and C3) to simulate three partial areas (A1, A2 and A3) of runoff. The water balance of each surface store is calculated independently of the others (Figure 1).
Figure 1. Structure of the AWBM rainfall-runoff model
By default, the model calculates the moisture balance of each partial area at daily time-steps. At each time-step, rainfall is added to each of the three surface moisture stores and evapotranspiration is subtracted from each store. If the value of moisture in the store becomes negative, it is reset to zero, as the evapotranspiration demand is superior to the available moisture. If the value of moisture in the store exceeds the capacity of the store, the moisture in excess of the capacity becomes runoff and the store is reset to the capacity.
The catchment area is divided into 3 subareas: A1, A2 and A3, each representing e.g. user defined land use or soil classifications as proportions of the area of the catchment. The sum of A1, A2 and A3 must be 1. Only A1 and A2 are set by the user and the remaining area proportion, A3, is calculated internally as A3 = 1 - (A1 + A2). Default area parameter values are:
- A1 = 0.134
- A2 = 0.433 and, therefore
- A3 = 0.433
If the user enters values of A1 and A2 that do not satisfy the constraint of adding up to less than 1, then the AWBM model will rescale these parameters to ensure that A1 + A2 + A3 = 1. These rescaled values are not reported to the user.
The rescaling method used by AWBM is:
where:
A1 and A2 are the original values entered by the user, and
A1new, A2new and A3 are the new values used by AWBM
Part of total surface runoff becomes recharge of the base flow store. The fraction of the runoff used to recharge the base flow store is:
BFI • runoff
where:
BFI = base flow index, ie. the ratio of base flow to total flow in the stream flow
The remainder of the runoff, ie. ((1.0 - BFI) • runoff), becomes surface runoff.
The base flow store is depleted at the rate of (1.0 - K) • BS where:
BS = the current moisture in the base flow store, and
K = the base flow recession constant of the time-step being used (typically daily).
The surface runoff can be routed through a store if required to simulate the delay of surface runoff reaching the outlet of a medium to large catchment. The surface runoff store acts in the same way as the base flow store, and is depleted at the rate of (1.0 - KS)•SS, where SS is the current moisture in the surface runoff store and KS is the surface runoff recession constant of the time-step being used.
Input data
The model requires daily rainfall and potential evapotranspiration data (PET). As with other rainfall-runoff models in Source, the rainfall and PET data sets need to be continuous and overlapping.
Compared to rainfall, evapotranspiration has little influence on the water balance at a daily time scale and thus areal potential evapotranspiration is used (Boughton & Chiew 2003).
 Daily rainfall data may be obtained from rain gauges as time series or from rainfall represented as a spatial layers, eg. rainfall grids per time step. Note that the time that rainfall data is collected may be important. Very often rainfall data is collected in the morning, the usual time is 9am, and may be more representative of the previous day’s rainfall. Daily PET is an estimate of the spatially averaged areal potential evapotranspiration rate of the catchment being modelled. This estimate is subject to a number of climatic and land use/land cover variables. it may be estimated by applying a crop/land use factor to daily pan data or extracted directly from maps of calculated areal potential evapotranspiration data. Climate grids can be imported into Source using the Climate Data Import Tool. |
Selecting stream flow data to use in a river-basin-scale simulation study needs information about the reliability of the data. It is best to use data which are most representative of the stream flow from the catchment. Observed data would normally be selected, except where the data are of poor quality or of unknown reliability. |
Parameters or settings
Table 1. Model parameters
Parameter | Description | Units | Default | Min | Max |
|---|---|---|---|---|---|
A1 | Partial area of surface store 1 (Proportion of the catchment) | 0.134 | 0.000 | 1.000 | |
A2 | Partial area of surface store 2 (Proportion of the catchment) | 0.433 | 0.000 | 1.000 | |
C1 | Capacity surface store 1 | mm | 7 | 0 | 50 |
C2 | Capacity surface store 2 | mm | 70 | 0 | 200 |
C3 | Capacity surface store 3 | mm | 150 | 0 | 500 |
BFI | Base flow index | 0.35 | 0.000 | 1.000 | |
KBase | Base flow recession constant (proportion of moisture depth remaining per time-step) | 0.95 | 0.000 | 1.000 | |
KSurf | Surface flow recession constant | 0.35 | 0.000 | 1.000 |
The relative sensitivity of parameters will vary between catchments but generally the model is most sensitive to the recession constants and base flow index. |
Output data
The model outputs daily surface flow and base flow. This may be saved in ML/day, m3/s or mm/day.
The variables listed in Table 2 can also be recorded.
Table 2. Recorded variables
Variable | Parameter | Frequency |
Baseflowrecharge | Baseflow recharge in each time step | time step |
Baseflowstore | Baseflow store contents in each time step | time step |
Effectiverainfall | Effective rainfall at each time step | time step |
Routedsurfacerunoff | Routed surface runoff at each time step | time step |
Surfacestore | Surface store contents in each time step | time step |
Excess | Rainfall excess in each time step | time step |
PartialExcess | Partial excess in each time step | time step |
S1 | Soil moisture contents in first surface store | time step |
S2 | Soil moisture contents in second surface store | time step |
S3 | Soil moisture contents in third surface store | time step |
Surfacerunoff | Surface runoff in current time step – before routing | time step |
Configuration
Daily observed flow data in ML/day, m3/s or mm/day is required to calibrate the model.
This model requires calibration and validation. |
References
Boughton, W & Chiew, F 2003, Calibrations of the AWBM for use on ungauged catchments, Technical Report 03/15, Cooperative Research Centre for Catchment Hydrology, Canberra.