UK EA benchmark 4 (Water Module): Difference between revisions
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This | This [[Water Module benchmarks|benchmark]] performs the UK EA benchmark '''Test 4 – Speed of flood propagation over an extended floodplain''' using the [[Water Module]] of the {{software}}.__NOTOC__ | ||
The objective of this | The objective of this benchmark is to assess the package’s ability to simulate the celerity of propagation of a flood wave and predict transient velocities and depths at the leading edge of the advancing flood front. It is relevant to fluvial and coastal inundation resulting from breached embankments.<ref name="Néelz"/> | ||
A copy of this test project is made available to everyone, providing hands-on insights to those interested. The project can be found on the LTS server under the name '''UKEA benchmark 4'''. This is covered in more detail in [[UK EA benchmark 4 (Water Module)#Public test project|this]] section. | |||
[[File:UK_test_4.gif|left|Animation of the test result for case 4, generated by the {{software}}. Map dimensions = 1,000 x 2,000 m. Grid-cell size = 5 m.]] | |||
{{clear}} | |||
==Description== | ==Description== | ||
This test is designed to simulate the rate of flood wave propagation over a 1,000 x 2,000 m floodplain following a | This test is designed to simulate the rate of flood wave propagation over a 1,000 x 2,000 m floodplain following a defense failure (Fig. (a)). The floodplain surface is horizontal, at datum (= 0 m). One inflow boundary condition will be used, simulating the failure of an embankment by breaching or overtopping, with a peak flow of 20 m<sup>3</sup>/s and time base of ~6 h. The boundary condition is applied along a 20-m line in the middle of the western side of the floodplain.<ref name="Néelz"/> | ||
[[File:topdown_case4_ukbm.png|thumb|left|Figure (a): | [[File:topdown_case4_ukbm.png|thumb|left|Figure (a): Modeled domain and the locations of the 20-m line of inflow, 6 output points, and the aimed for 0.1-m and 0.2-m contour lines at t = 1 h (dashed) and t = 3 h (solid), respectively.]] | ||
[[File:hydrograph_case4_ukbm.png|thumb|center|Figure (b): Hydrograph applied as inflow boundary condition.]] | [[File:hydrograph_case4_ukbm.png|thumb|center|Figure (b): Hydrograph applied as inflow boundary condition.]] | ||
<br style="clear:both"> | <br style="clear:both"> | ||
Line 18: | Line 21: | ||
==Parameter values== | ==Parameter values== | ||
* Manning’s ''n'': 0.05 (uniform) | * Manning’s ''n'': 0.05 (uniform) | ||
* Model grid resolution (m): 5 (or ~80,000 nodes in the area | * Model grid resolution (m): 5 (or ~80,000 nodes in the area modeled) | ||
* Simulated time (h): 5 | * Simulated time (h): 5 | ||
Line 44: | Line 47: | ||
|- | |- | ||
|5 | |5 | ||
| | |400 | ||
|1,000 | |1,000 | ||
|- | |- | ||
Line 54: | Line 57: | ||
* Specification of hardware used to undertake the simulation: processor type and speed, RAM | * Specification of hardware used to undertake the simulation: processor type and speed, RAM | ||
* Minimum recommended hardware specification for a simulation of this type | * Minimum recommended hardware specification for a simulation of this type | ||
* Time increment used, grid resolution (or number of nodes in area | * Time increment used, grid resolution (or number of nodes in area modeled) and total simulation time to specified time of end | ||
* Raster grids (or TIN) at the model resolution consisting of: | * Raster grids (or TIN) at the model resolution consisting of: | ||
** Depths and at t = 30 min, 1 h, 2 h, 3 h and 4 h | ** Depths and at t = 30 min, 1 h, 2 h, 3 h and 4 h | ||
Line 73: | Line 76: | ||
* The measurement points were positioned correctly (see Fig. 1) | * The measurement points were positioned correctly (see Fig. 1) | ||
In order to regulate the boundary discharge according the hydrograph (Fig. 2), 2 inlets were implemented. Both inlets occupied one grid cell, one of these located above and the other below the green center line (Fig. 3). The inlets were configured as follows: | In order to regulate the boundary discharge according the hydrograph (Fig. 2), 2 inlets were implemented. Both inlets occupied one grid cell, one of these located above and the other below the green center line (Fig. 3). The inlets were configured as follows: | ||
* External area (m<sup>2</sup>): 1,000,000,000 | * External area (m<sup>2</sup>): 1,000,000,000 (default) | ||
* Water level (m): 1 | * Water level (m): 1 (default) | ||
* Threshold (m): none | * Threshold (m): none (default) | ||
* Inlet Q (m): | * Inlet Q (m): | ||
[[File:inletq_case4_ukbm.png|thumb|left|x300px|Figure 2. Hydrograph displaying the implemented individual and combined inlet fluxes.]]<br style="clear:both"> | [[File:inletq_case4_ukbm.png|thumb|left|x300px|Figure 2. Hydrograph displaying the implemented individual and combined inlet fluxes.]]<br style="clear:both"> | ||
Line 83: | Line 86: | ||
===Stats=== | ===Stats=== | ||
* Software package used: {{software}} | * Software package used: {{software}} | ||
* Numerical scheme: FV (Kurganov, Bollerman, Horvath) | * Numerical scheme: [[Surface flow formula (Water Overlay)|FV (Kurganov, Bollerman, Horvath)]] | ||
* Specification of hardware used to undertake the simulation: | * Specification of hardware used to undertake the simulation: | ||
** Processor: Intel Xeon @2.10GHz x 8 | ** Processor: Intel Xeon @2.10GHz x 8 | ||
Line 91: | Line 94: | ||
* Time increment used: adaptive | * Time increment used: adaptive | ||
* Grid resolution (m): 5 | * Grid resolution (m): 5 | ||
* | * Calculation time (s): 29 (for 900 timeframes) | ||
* Object flow (m<sup>3</sup>/s): 283,723.8 | * Object flow (m<sup>3</sup>/s): 283,723.8 | ||
* Remaining water volume (m<sup>3</sup>/s): 283,606.9 | * Remaining water volume (m<sup>3</sup>/s): 283,606.9 | ||
===Raster grids (or TIN) at the model resolution for water level and flow velocity=== | ===Raster grids (or TIN) at the model resolution for water level and flow velocity=== | ||
====Contours==== | ====Contours of inundation extent (>= 0.15 m depth)==== | ||
<ul> | <ul> | ||
<li style="display:inline-block">[[File:contour_30m_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:contour_30m_case4_ukbm.png|thumb|left|x300px|t = 30 min]]</li> | ||
<li style="display:inline-block">[[File:contour_1h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:contour_1h_case4_ukbm.png|thumb|left|x300px|t = 1 h]]</li> | ||
<li style="display:inline-block">[[File:contour_2h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:contour_2h_case4_ukbm.png|thumb|left|x300px|t = 2 h]]</li> | ||
<li style="display:inline-block">[[File:contour_3h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:contour_3h_case4_ukbm.png|thumb|left|x300px|t = 3 h]]</li> | ||
<li style="display:inline-block">[[File:contour_4h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:contour_4h_case4_ukbm.png|thumb|left|x300px|t = 4 h]]</li><br> | ||
<li style="display:inline-block">[[File:contour_others_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:contour_others_case4_ukbm.png|thumb|left|x300px|Results of other packages for t = 1 h and 3 h.]]</li> | ||
</ul> | </ul> | ||
====Cross sections==== | ====Cross sections==== | ||
<ul> | <ul> | ||
<li style="display:inline-block">[[File:crosssection_waterlevel_1h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:crosssection_waterlevel_1h_case4_ukbm.png|thumb|left|x300px|Water level across center line at t = 1 h.]]</li> | ||
<li style="display:inline-block">[[File:crosssection_waterlevel_others_1h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:crosssection_waterlevel_others_1h_case4_ukbm.png|thumb|left|x300px|Water level across center line at t = 1 h for other packages.]]</li><br> | ||
<li style="display:inline-block">[[File:crosssection_velocity_1h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:crosssection_velocity_1h_case4_ukbm.png|thumb|left|x300px|Flow velocity across center line at t = 1 h.]]</li> | ||
<li style="display:inline-block">[[File:crosssection_velocity_others_1h_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:crosssection_velocity_others_1h_case4_ukbm.png|thumb|left|x300px|Flow velocity across center line at t = 1 h for other packages.]]</li> | ||
</ul> | </ul> | ||
=== | ===Time series of water level and flow velocity=== | ||
<ul> | <ul> | ||
<li style="display:inline-block">[[File:waterlevel_p1_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_p1_case4_ukbm.png|thumb|left|x300px|Water level at Point 1.]]</li> | ||
<li style="display:inline-block">[[File:waterlevel_others_p1_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_others_p1_case4_ukbm.png|thumb|left|x300px|Water level at Point 1 (others).]]</li><br> | ||
<li style="display:inline-block">[[File:velocity_p1_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_p1_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 1.]]</li> | ||
<li style="display:inline-block">[[File:velocity_others_p1_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_others_p1_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 1 (others).]]</li><br> | ||
<li style="display:inline-block">[[File:waterlevel_p2_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_p2_case4_ukbm.png|thumb|left|x300px|Water level at Point 2.]]</li><br> | ||
<li style="display:inline-block">[[File:velocity_p2_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_p2_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 2.]]</li><br> | ||
<li style="display:inline-block">[[File:waterlevel_p3_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_p3_case4_ukbm.png|thumb|left|x300px|Water level at Point 3.]]</li> | ||
<li style="display:inline-block">[[File:waterlevel_others_p3_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_others_p3_case4_ukbm.png|thumb|left|x300px|Water level at Point 3 (others).]]</li><br> | ||
<li style="display:inline-block">[[File:velocity_p3_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_p3_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 3.]]</li> | ||
<li style="display:inline-block">[[File:velocity_others_p3_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_others_p3_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 3 (others).]]</li><br> | ||
<li style="display:inline-block">[[File:waterlevel_p4_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_p4_case4_ukbm.png|thumb|left|x300px|Water level at Point 4.]]</li><br> | ||
<li style="display:inline-block">[[File:velocity_p4_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_p4_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 4.]]</li><br> | ||
<li style="display:inline-block">[[File:waterlevel_p5_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_p5_case4_ukbm.png|thumb|left|x300px|Water level at Point 5.]]</li> | ||
<li style="display:inline-block">[[File:waterlevel_others_p5_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_others_p5_case4_ukbm.png|thumb|left|x300px|Water level at Point 5 (others).]]</li><br> | ||
<li style="display:inline-block">[[File:velocity_p5_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_p5_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 5.]]</li> | ||
<li style="display:inline-block">[[File:velocity_others_p5_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_others_p5_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 5 (others).]]</li><br> | ||
<li style="display:inline-block">[[File: | <li style="display:inline-block">[[File:Waterlevel_p6_case4_ukbm_new.png|thumb|left|x300px|Water level at Point 6.]]</li> | ||
<li style="display:inline-block">[[File:waterlevel_others_p6_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:waterlevel_others_p6_case4_ukbm.png|thumb|left|x300px|Water level at Point 6 (others).]]</li><br> | ||
<li style="display:inline-block">[[File:velocity_p6_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_p6_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 6.]]</li> | ||
<li style="display:inline-block">[[File:velocity_others_p6_case4_ukbm.png|thumb|left|x300px| | <li style="display:inline-block">[[File:velocity_others_p6_case4_ukbm.png|thumb|left|x300px|Flow velocity at Point 6 (others).]]</li> | ||
</ul> | </ul> | ||
==Notes== | ===Notes=== | ||
* The | * Test results of Point 2 and 4 for the other packages were not provided. | ||
* The stepwise behavior seen in the velocity profiles can be related to the definition of the inlet inflow, which is also stepwise. | |||
==Public test project== | |||
A copy of this test project is made available to everyone, providing hands-on insights to those interested. The project can be found on the LTS server under the name '''UKEA benchmark 4'''. In this project the discussed benchmark test is reproduced, based on a map size of 1,010 m x 2,010 m to compensate for the 5-m border cells. These special map dimensions are generally not selectable in the [[New Project Wizard]] and require configuration through the [[API]]. | |||
===Measurement points=== | |||
The locations of the measurement points are: | |||
{| class=wikitable | |||
!Point ID | |||
!X | |||
!Y | |||
|- | |||
|1 | |||
|55 | |||
| -1,005 | |||
|- | |||
|2 | |||
|105 | |||
| -1,005 | |||
|- | |||
|3 | |||
|205 | |||
| -1,005 | |||
|- | |||
|4 | |||
|305 | |||
| -1,005 | |||
|- | |||
|5 | |||
|405 | |||
| -1,005 | |||
|- | |||
|6 | |||
|305 | |||
| -705 | |||
|} | |||
Note that the coordinate system in this project differs from the one used during the actual benchmark testing as shown in Fig. (a). For the above listed points the center (0,0) is located at the top-left corner instead of the bottom-left, hence will the bottom-right corner have coordinates (1,010;-2,010). | |||
===Water level relative to datum=== | |||
The time series of a fixed measurement point can be obtained as follows: | |||
{{Editor steps|title=obtain water levels relative to datum|Go to the flooding overlay "Water Level (m)".|Select the measuring tool.|From the ''Saved'' dropdown choose your point of interest.|From the ''Base'' dropdown select "Surface Elevation (m)".|Make sure the ''Sum'' box is checked.|Select ''Fit Graph'' to zoom in on the relevant part of the plot.}} | |||
===Settings & output=== | |||
{|class="wikitable" style="display: inline-table;" | |||
!Setting | |||
!Unit | |||
!Value | |||
|- | |||
|GRAVITY | |||
|m/s<sup>2</sup> | |||
|9.80665 | |||
|- | |||
|QUAD_CELL | |||
|''Boolean'' | |||
|0 | |||
|- | |||
|Open land | |||
|m<sup>2</sup> | |||
|14,496,160 | |||
|- | |||
|Surface elevation | |||
|m | |||
|1 | |||
|- | |||
|Manning's ''n'' | |||
|s/(m<sup>1/3</sup>) | |||
|0.05 | |||
|- | |||
|Calc. pref. | |||
| | |||
|Accuracy | |||
|} | |||
{|class="wikitable" style="display: inline-table;" | |||
!Output | |||
!Unit | |||
!Value | |||
|- | |||
|Total volume | |||
|m<sup>3</sup> | |||
|282,057 | |||
|- | |||
|Water balance error | |||
|m<sup>3</sup> | |||
| -159 (0%) | |||
|- | |||
|Single cells | |||
| | |||
|81,204 | |||
|- | |||
|Calc. steps | |||
| | |||
|49,008 | |||
|- | |||
|Calc. time | |||
|s | |||
|22 | |||
|} | |||
Note that these output values may deviate slightly from those of the initial testing phase (i.e. not the public test project), since there is a substantial time gap between when the two projects were set up, during which several changes have been made to the engine. | |||
==References== | ==References== | ||
<references> | <references> | ||
<ref name="Néelz">Néelz, S., & Pender, G. (2013). Benchmarking the latest generation of 2D hydraulic modelling packages. Report: SC120002. Environment Agency, Horison House, Deanery Road, Bristol, BS1 9AH. ISBN: 978-1-84911-306-9. Retrieved from: https://www.gov.uk/government/publications/benchmarking-the-latest-generation-of-2d- | <ref name="Néelz">Néelz, S., & Pender, G. (2013). Benchmarking the latest generation of 2D hydraulic modelling packages. Report: SC120002. Environment Agency, Horison House, Deanery Road, Bristol, BS1 9AH. ISBN: 978-1-84911-306-9. Retrieved from: https://www.gov.uk/government/publications/benchmarking-the-latest-generation-of-2d-hydraulic-flood-modelling-packages </ref> | ||
</references> | </references> | ||
[[Category:Benchmarks]] | [[Category:Benchmarks]] | ||
{{Water Module buttons}} |
Latest revision as of 15:14, 5 March 2024
This benchmark performs the UK EA benchmark Test 4 – Speed of flood propagation over an extended floodplain using the Water Module of the Tygron Platform.
The objective of this benchmark is to assess the package’s ability to simulate the celerity of propagation of a flood wave and predict transient velocities and depths at the leading edge of the advancing flood front. It is relevant to fluvial and coastal inundation resulting from breached embankments.[1]
A copy of this test project is made available to everyone, providing hands-on insights to those interested. The project can be found on the LTS server under the name UKEA benchmark 4. This is covered in more detail in this section.
Description
This test is designed to simulate the rate of flood wave propagation over a 1,000 x 2,000 m floodplain following a defense failure (Fig. (a)). The floodplain surface is horizontal, at datum (= 0 m). One inflow boundary condition will be used, simulating the failure of an embankment by breaching or overtopping, with a peak flow of 20 m3/s and time base of ~6 h. The boundary condition is applied along a 20-m line in the middle of the western side of the floodplain.[1]
Boundary and initial condition
- Inflow boundary condition as shown in Fig. (b)
- All other boundaries are closed
- Initial condition: dry bed
Parameter values
- Manning’s n: 0.05 (uniform)
- Model grid resolution (m): 5 (or ~80,000 nodes in the area modeled)
- Simulated time (h): 5
Required output
Point ID | X | Y |
---|---|---|
1 | 50 | 1,000 |
2 | 100 | 1,000 |
3 | 200 | 1,000 |
4 | 300 | 1,000 |
5 | 400 | 1,000 |
6 | 300 | 1,300 |
- Software package used: version and numerical scheme
- Specification of hardware used to undertake the simulation: processor type and speed, RAM
- Minimum recommended hardware specification for a simulation of this type
- Time increment used, grid resolution (or number of nodes in area modeled) and total simulation time to specified time of end
- Raster grids (or TIN) at the model resolution consisting of:
- Depths and at t = 30 min, 1 h, 2 h, 3 h and 4 h
- Velocities (scalar) at t = 30 min, 1 h, 2 h, 3 h and 4 h
- Plots of velocity and water elevation v. time (suggested output frequency: 20 s) at the 6 locations represented in Fig. (a) and provided as part of dataset
Dataset content
- Upstream boundary condition table (inflow v. time). Filename: Test4BC.csv
- Location of output points. Filename: Test4Output.csv
The model geometry is as specified in Section 2. No DEM is provided, as the surface elevation is level at datum (= 0 m).[1]
Technical setup
- Flat surface
- Grid-cell size (m): 5
- Area size (m): 1,010 x 2,010 (required domain of 1,000 x 2,000 + 5-m border)
- The measurement points were positioned correctly (see Fig. 1)
In order to regulate the boundary discharge according the hydrograph (Fig. 2), 2 inlets were implemented. Both inlets occupied one grid cell, one of these located above and the other below the green center line (Fig. 3). The inlets were configured as follows:
- External area (m2): 1,000,000,000 (default)
- Water level (m): 1 (default)
- Threshold (m): none (default)
- Inlet Q (m):
Results
Stats
- Software package used: Tygron Platform
- Numerical scheme: FV (Kurganov, Bollerman, Horvath)
- Specification of hardware used to undertake the simulation:
- Processor: Intel Xeon @2.10GHz x 8
- RAM (GB): 62.8
- GPU: 2x NVidia 1,080
- Operating system: Linux 4.13
- Time increment used: adaptive
- Grid resolution (m): 5
- Calculation time (s): 29 (for 900 timeframes)
- Object flow (m3/s): 283,723.8
- Remaining water volume (m3/s): 283,606.9
Raster grids (or TIN) at the model resolution for water level and flow velocity
Contours of inundation extent (>= 0.15 m depth)
Cross sections
Time series of water level and flow velocity
Notes
- Test results of Point 2 and 4 for the other packages were not provided.
- The stepwise behavior seen in the velocity profiles can be related to the definition of the inlet inflow, which is also stepwise.
Public test project
A copy of this test project is made available to everyone, providing hands-on insights to those interested. The project can be found on the LTS server under the name UKEA benchmark 4. In this project the discussed benchmark test is reproduced, based on a map size of 1,010 m x 2,010 m to compensate for the 5-m border cells. These special map dimensions are generally not selectable in the New Project Wizard and require configuration through the API.
Measurement points
The locations of the measurement points are:
Point ID | X | Y |
---|---|---|
1 | 55 | -1,005 |
2 | 105 | -1,005 |
3 | 205 | -1,005 |
4 | 305 | -1,005 |
5 | 405 | -1,005 |
6 | 305 | -705 |
Note that the coordinate system in this project differs from the one used during the actual benchmark testing as shown in Fig. (a). For the above listed points the center (0,0) is located at the top-left corner instead of the bottom-left, hence will the bottom-right corner have coordinates (1,010;-2,010).
Water level relative to datum
The time series of a fixed measurement point can be obtained as follows:
- Go to the flooding overlay "Water Level (m)".
- Select the measuring tool.
- From the Saved dropdown choose your point of interest.
- From the Base dropdown select "Surface Elevation (m)".
- Make sure the Sum box is checked.
- Select Fit Graph to zoom in on the relevant part of the plot.
Settings & output
Setting | Unit | Value |
---|---|---|
GRAVITY | m/s2 | 9.80665 |
QUAD_CELL | Boolean | 0 |
Open land | m2 | 14,496,160 |
Surface elevation | m | 1 |
Manning's n | s/(m1/3) | 0.05 |
Calc. pref. | Accuracy |
Output | Unit | Value |
---|---|---|
Total volume | m3 | 282,057 |
Water balance error | m3 | -159 (0%) |
Single cells | 81,204 | |
Calc. steps | 49,008 | |
Calc. time | s | 22 |
Note that these output values may deviate slightly from those of the initial testing phase (i.e. not the public test project), since there is a substantial time gap between when the two projects were set up, during which several changes have been made to the engine.
References
- ↑ 1.0 1.1 1.2 Néelz, S., & Pender, G. (2013). Benchmarking the latest generation of 2D hydraulic modelling packages. Report: SC120002. Environment Agency, Horison House, Deanery Road, Bristol, BS1 9AH. ISBN: 978-1-84911-306-9. Retrieved from: https://www.gov.uk/government/publications/benchmarking-the-latest-generation-of-2d-hydraulic-flood-modelling-packages