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ICMLive &
Kicking
Bryony Crickmore Richard Allitt Associates Ltd
Alex Grist Richard Allitt Associates Ltd
Thursday 5th
November 2015
ICMLive and Kicking 05/11/2015
Contents
 Introduction
 Concept
 Process
 The Model
 Data Streams
 Examples
 After the Alert
 Summary
ICMLive and Kicking 05/11/2015
Overview
Richard Allitt Associates (RAA) has undertaken an offline trial of
ICMLive (flood forecasting software) in partnership with Borough of
Poole, Bournemouth Borough Council and Wessex Water.
The Bournemouth & Poole fully integrated models were used to run
‘real-time’ simulations and generate alerts to forewarn of predicted
events
ICMLive and Kicking 05/11/2015
Process
ICMLive and Kicking 05/11/2015
Concept
 Aim of trial was to provide a ‘real-time’ model that generated forecasted
alerts for flooding from all sources and spill events
 Use Met Office “Nowcast” and “Nimrod” data alongside data provided by
Wessex Water
 Need originates from pluvial flooding problems
 Alerts would be set up that focussed upon predicted flooding and spill events
ICMLive and Kicking 05/11/2015
The Combined Model
 394,000
Population
 30,802 Nodes
 30,702 Conduits
 3 details 2D
zones
 3.9km of river
reach
 2D ponds
ICMLive and Kicking 05/11/2015
The Model
 Aim of ‘real-time’ simulations = quick & accurate
predictions
 Quick AND Accurate model achieved by;
1.Model Simplification
2.Model Confidence
ICMLive and Kicking 05/11/2015
The Model - Confidence
 Model confidence comes through comprehensive verification of
the model prior to its use in ICMLive
 Verification of the model helps to:
- Minimise chance of genuine alerts not being sent
 Both the Poole and Bournemouth models were fully verified for
the foul/combined, surface water, fluvial and pluvial runoff so
we had the necessary confidence in their performance
ICMLive and Kicking 05/11/2015
The Model - Confidence
ICMLive and Kicking 05/11/2015
The Model - Simplification
Faster simulations will:
1. Save Resources
2. Allow decisions to be made quicker
3. Allow more informed decisions to be made
ICMLive and Kicking 05/11/2015
Model - Simplification
Objects
•12,050 nodes
•39 outfalls
•12,096 pipes
•1 2D zone
Bournemouth
ICMLive and Kicking 05/11/2015
The Model - Simplification
25 min
Target Time = < 10 minutes
ICMLive and Kicking 05/11/2015
The Model - Merging
 WaPUG Code of Practice states:-
Grouping a number of similar consecutive pipes together to a single pipe
(merging);
 WaPUG Code of Practice states:-
Excluding small diameter pipes from the periphery of the system
and inputting the flows to the next pipe downstream (pruning);
The Model - Pruning
ICMLive and Kicking 05/11/2015
The Model - Simplification
 Purple lines =
Pruned links
ICMLive and Kicking 05/11/2015
The Model - Pruning
ICMLive and Kicking 05/11/2015
The Model - Simplification
25 min
Target Time = < 10 minutes
ICMLive and Kicking 05/11/2015
The Model - Simplification
25 minutes
Baseline
4 minutes
Pruned & Merged
ICMLive and Kicking 05/11/2015
The Model - Simplification
 Simplification was carried out to achieve a quick simulation time
 Areas of interest were left unaltered and only the surrounding areas
were simplified
 The result of this simplification is that the run time was drastically
reduced making them fit for purpose
 Model was check after each stage of simplification to ensure that the
confidence remained in the model
ICMLive and Kicking 05/11/2015
Data Streams
 Spatial data:
1. Met Office Nowcast (forecast)
2. Met Office Nimrod (hindcast)
 A script downloads from the FTP site
every 10 minutes and then the ICMLive
system automatically loads the data into
the system every 10 minutes
 Scalar data:
1. Rain Gauges
2. Flow Monitors
ICMLive and Kicking 05/11/2015
Frontal Rainfall Example
Nimrod
5 hours warning
Nowcast
02:14 – 29/10/2015
09:14 – 30/10/2015
ICMLive and Kicking 05/11/2015
Actions & Alerts
Alert Definition List
Action List
ICMLive and Kicking 05/11/2015
Actions & Alerts
Alert Definition List
ICMLive and Kicking 05/11/2015
Actions & Alerts
Alert Definition List
ICMLive and Kicking 05/11/2015
Actions & Alerts
Action List
ICMLive and Kicking 05/11/2015
Example Outputs
 Manholes predicted to
flood are listed
 The onset and the end
time of the event
included
ICMLive and Kicking 05/11/2015
Example Ouputs
 Results are displayed in the
operator client interface
 Themes have been
predefined in the manifest
 Customized the theme
 Radar rainfall has also been
set up to be displayed
ICMLive and Kicking 05/11/2015
Storm Event 03/07/2015
 1 in 100 year storm event hit Bournemouth on the evening of the 3rd
of
July this year
 Localised event of short duration but caused a lot of damage with a
number of properties suffering from internal flooding
http://www.bournemouthecho.co.uk/news/13370923.Flash_flooding_and_spectacular_skies_as_Dorset_hit_by__megastorm_/?ref=trn
ICMLive and Kicking 05/11/2015
23:00
ICMLive and Kicking 05/11/2015
23:15
ICMLive and Kicking 05/11/2015
23:30
ICMLive and Kicking 05/11/2015
23:45
ICMLive and Kicking 05/11/2015
00:00
ICMLive and Kicking 05/11/2015
Forecast Rainfall (03/07)
23:00 23:15 23:30
23:4500:00
ICMLive and Kicking 05/11/2015
Example – Lower Gardens
 Many of the sewers and drains surcharged in this area as well as river
flooding
 Were closed for several days due to overflowing sewers
http://www.bournemouthecho.co.uk/news/11327036.VIDEO__Bournemouth_s_Lower_Gardens_flooded_after
_heavy_rain/
ICMLive and Kicking 05/11/2015
Example – Lower Gardens
 Series simulations run from 22:00 to 00:30
 First simulation where relevant alerts issued = 23:30
 Onset time of predicted flooding:
23:15 23:30 Warning
Foul/Combined - 00:00 30 minutes
Storm - 23:45 15 minutes
ICMLive and Kicking 05/11/2015
Example – Flooding
Alerts generated from 23:30
simulation highlighted in green
Reported/observed flooding cases for 03/07
storm from Bournemouth Borough Council
Predicted and known events in very similar locations
ICMLive and Kicking 05/11/2015
Example – Flooding
 First simulation where relevant alerts issued = 23:30
 Onset time of predicted flooding:
- Range from 23:40 until 00:20
- Warning time ranging from 10 to 50 minutes
 597 flooding alerts were generated from the 23:30
simulation (356 alerts foul/combined)
ICMLive and Kicking 05/11/2015
 This was a ‘thunderstorm’ one of the problems is that this rainfall is not
‘predicted’ well by the current Met Office Nowcast data.
 This necessitates the need for a model to run as quickly as possible as the
predicted rainfall lead time may only be 30 mins.
Example Flooding
ICMLive and Kicking 05/11/2015
The Model – ‘Parent/Child’
 Recent software development was that of the ‘Parent/Child’ arrangement
Trigger alert generated
Poole ‘Child’ Model
Triggered
Bournemouth ‘Child’ Model
Triggered
‘Parent’ Model
Trigger alert not
generated
ICMLive and Kicking 05/11/2015
After the Alert – Benefits
Local Councils
Accurate prediction of flood;
1. locations
2. depths
3. extents
4. Timings
Enables councils to prepare the catchment
by;
1. readying flood response teams
2. closing flood gates
3. preparing sand bags
4. warning the public
ICMLive and Kicking 05/11/2015
After the Alert - Benefits
Water Companies
Operational benefits
Greater control over CSO
spills
Reduce impacts by;
1.emptying storm tanks in
advance
2.controlling pumping
stations
3.operating sluice gates
ICMLive and Kicking 05/11/2015
Summary
 ICMLive enabled us to set up a fully integrated flood forecasting
model for an urban area of 394,000 population
 Used in conjunction with Bournemouth Borough Council, The
Borough of Poole and Wessex Water
 Alerts successfully generated from the model that forecasted flood
and spill events
 Forecast data still has short comings when predicting flood and
spill events due to convective storms
ICMLive and Kicking 05/11/2015
Next Steps
 Use of scalar data
 Refining the alert & action lists
 Bring it online!
Any Questions?
@raa_ltd

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Urban Flood Forecasting Now a Reality: CIWEM Urban Drainage Group Presentation

  • 1. ICMLive & Kicking Bryony Crickmore Richard Allitt Associates Ltd Alex Grist Richard Allitt Associates Ltd Thursday 5th November 2015
  • 2. ICMLive and Kicking 05/11/2015 Contents  Introduction  Concept  Process  The Model  Data Streams  Examples  After the Alert  Summary
  • 3. ICMLive and Kicking 05/11/2015 Overview Richard Allitt Associates (RAA) has undertaken an offline trial of ICMLive (flood forecasting software) in partnership with Borough of Poole, Bournemouth Borough Council and Wessex Water. The Bournemouth & Poole fully integrated models were used to run ‘real-time’ simulations and generate alerts to forewarn of predicted events
  • 4. ICMLive and Kicking 05/11/2015 Process
  • 5. ICMLive and Kicking 05/11/2015 Concept  Aim of trial was to provide a ‘real-time’ model that generated forecasted alerts for flooding from all sources and spill events  Use Met Office “Nowcast” and “Nimrod” data alongside data provided by Wessex Water  Need originates from pluvial flooding problems  Alerts would be set up that focussed upon predicted flooding and spill events
  • 6. ICMLive and Kicking 05/11/2015 The Combined Model  394,000 Population  30,802 Nodes  30,702 Conduits  3 details 2D zones  3.9km of river reach  2D ponds
  • 7. ICMLive and Kicking 05/11/2015 The Model  Aim of ‘real-time’ simulations = quick & accurate predictions  Quick AND Accurate model achieved by; 1.Model Simplification 2.Model Confidence
  • 8. ICMLive and Kicking 05/11/2015 The Model - Confidence  Model confidence comes through comprehensive verification of the model prior to its use in ICMLive  Verification of the model helps to: - Minimise chance of genuine alerts not being sent  Both the Poole and Bournemouth models were fully verified for the foul/combined, surface water, fluvial and pluvial runoff so we had the necessary confidence in their performance
  • 9. ICMLive and Kicking 05/11/2015 The Model - Confidence
  • 10. ICMLive and Kicking 05/11/2015 The Model - Simplification Faster simulations will: 1. Save Resources 2. Allow decisions to be made quicker 3. Allow more informed decisions to be made
  • 11. ICMLive and Kicking 05/11/2015 Model - Simplification Objects •12,050 nodes •39 outfalls •12,096 pipes •1 2D zone Bournemouth
  • 12. ICMLive and Kicking 05/11/2015 The Model - Simplification 25 min Target Time = < 10 minutes
  • 13. ICMLive and Kicking 05/11/2015 The Model - Merging  WaPUG Code of Practice states:- Grouping a number of similar consecutive pipes together to a single pipe (merging);  WaPUG Code of Practice states:- Excluding small diameter pipes from the periphery of the system and inputting the flows to the next pipe downstream (pruning); The Model - Pruning
  • 14. ICMLive and Kicking 05/11/2015 The Model - Simplification  Purple lines = Pruned links
  • 15. ICMLive and Kicking 05/11/2015 The Model - Pruning
  • 16. ICMLive and Kicking 05/11/2015 The Model - Simplification 25 min Target Time = < 10 minutes
  • 17. ICMLive and Kicking 05/11/2015 The Model - Simplification 25 minutes Baseline 4 minutes Pruned & Merged
  • 18. ICMLive and Kicking 05/11/2015 The Model - Simplification  Simplification was carried out to achieve a quick simulation time  Areas of interest were left unaltered and only the surrounding areas were simplified  The result of this simplification is that the run time was drastically reduced making them fit for purpose  Model was check after each stage of simplification to ensure that the confidence remained in the model
  • 19. ICMLive and Kicking 05/11/2015 Data Streams  Spatial data: 1. Met Office Nowcast (forecast) 2. Met Office Nimrod (hindcast)  A script downloads from the FTP site every 10 minutes and then the ICMLive system automatically loads the data into the system every 10 minutes  Scalar data: 1. Rain Gauges 2. Flow Monitors
  • 20. ICMLive and Kicking 05/11/2015 Frontal Rainfall Example Nimrod 5 hours warning Nowcast 02:14 – 29/10/2015 09:14 – 30/10/2015
  • 21. ICMLive and Kicking 05/11/2015 Actions & Alerts Alert Definition List Action List
  • 22. ICMLive and Kicking 05/11/2015 Actions & Alerts Alert Definition List
  • 23. ICMLive and Kicking 05/11/2015 Actions & Alerts Alert Definition List
  • 24. ICMLive and Kicking 05/11/2015 Actions & Alerts Action List
  • 25. ICMLive and Kicking 05/11/2015 Example Outputs  Manholes predicted to flood are listed  The onset and the end time of the event included
  • 26. ICMLive and Kicking 05/11/2015 Example Ouputs  Results are displayed in the operator client interface  Themes have been predefined in the manifest  Customized the theme  Radar rainfall has also been set up to be displayed
  • 27. ICMLive and Kicking 05/11/2015 Storm Event 03/07/2015  1 in 100 year storm event hit Bournemouth on the evening of the 3rd of July this year  Localised event of short duration but caused a lot of damage with a number of properties suffering from internal flooding http://www.bournemouthecho.co.uk/news/13370923.Flash_flooding_and_spectacular_skies_as_Dorset_hit_by__megastorm_/?ref=trn
  • 28. ICMLive and Kicking 05/11/2015 23:00
  • 29. ICMLive and Kicking 05/11/2015 23:15
  • 30. ICMLive and Kicking 05/11/2015 23:30
  • 31. ICMLive and Kicking 05/11/2015 23:45
  • 32. ICMLive and Kicking 05/11/2015 00:00
  • 33. ICMLive and Kicking 05/11/2015 Forecast Rainfall (03/07) 23:00 23:15 23:30 23:4500:00
  • 34. ICMLive and Kicking 05/11/2015 Example – Lower Gardens  Many of the sewers and drains surcharged in this area as well as river flooding  Were closed for several days due to overflowing sewers http://www.bournemouthecho.co.uk/news/11327036.VIDEO__Bournemouth_s_Lower_Gardens_flooded_after _heavy_rain/
  • 35. ICMLive and Kicking 05/11/2015 Example – Lower Gardens  Series simulations run from 22:00 to 00:30  First simulation where relevant alerts issued = 23:30  Onset time of predicted flooding: 23:15 23:30 Warning Foul/Combined - 00:00 30 minutes Storm - 23:45 15 minutes
  • 36. ICMLive and Kicking 05/11/2015 Example – Flooding Alerts generated from 23:30 simulation highlighted in green Reported/observed flooding cases for 03/07 storm from Bournemouth Borough Council Predicted and known events in very similar locations
  • 37. ICMLive and Kicking 05/11/2015 Example – Flooding  First simulation where relevant alerts issued = 23:30  Onset time of predicted flooding: - Range from 23:40 until 00:20 - Warning time ranging from 10 to 50 minutes  597 flooding alerts were generated from the 23:30 simulation (356 alerts foul/combined)
  • 38. ICMLive and Kicking 05/11/2015  This was a ‘thunderstorm’ one of the problems is that this rainfall is not ‘predicted’ well by the current Met Office Nowcast data.  This necessitates the need for a model to run as quickly as possible as the predicted rainfall lead time may only be 30 mins. Example Flooding
  • 39. ICMLive and Kicking 05/11/2015 The Model – ‘Parent/Child’  Recent software development was that of the ‘Parent/Child’ arrangement Trigger alert generated Poole ‘Child’ Model Triggered Bournemouth ‘Child’ Model Triggered ‘Parent’ Model Trigger alert not generated
  • 40. ICMLive and Kicking 05/11/2015 After the Alert – Benefits Local Councils Accurate prediction of flood; 1. locations 2. depths 3. extents 4. Timings Enables councils to prepare the catchment by; 1. readying flood response teams 2. closing flood gates 3. preparing sand bags 4. warning the public
  • 41. ICMLive and Kicking 05/11/2015 After the Alert - Benefits Water Companies Operational benefits Greater control over CSO spills Reduce impacts by; 1.emptying storm tanks in advance 2.controlling pumping stations 3.operating sluice gates
  • 42. ICMLive and Kicking 05/11/2015 Summary  ICMLive enabled us to set up a fully integrated flood forecasting model for an urban area of 394,000 population  Used in conjunction with Bournemouth Borough Council, The Borough of Poole and Wessex Water  Alerts successfully generated from the model that forecasted flood and spill events  Forecast data still has short comings when predicting flood and spill events due to convective storms
  • 43. ICMLive and Kicking 05/11/2015 Next Steps  Use of scalar data  Refining the alert & action lists  Bring it online!

Editor's Notes

  1. Alerts just being issued internally currently
  2. Nimrod for the 2hr hindcast period and Nowcase for the 6hr forecast period
  3. Started with two separate models of Bournemouth and Poole which were combined to create one big model covering the two catchments
  4. To fully utilise real time models it is key that the model simulates quickly and accurately in order to generate prompt alerts that can be acted upon rapidly if necessary To do this we must have confidence that the model performs correctly
  5. Example verification plots As we can see a good shape as well as peak values have been achieved
  6. Not its going to flood – Its going to flood on station road at 10pm
  7. Bournemouth model before any simplification was carried out
  8. The baseline model ran the 12 hours of rainfall in minutes Any ideas what the target time should be? Looking at the earlier example less than 10 mins is a must
  9. Back to how models were created due to computational limitations – now required for the speed We did some trial runs to ensure that the peak flows where not affected by the changes, this results in a change of only 2-3% which we felt was reasonable.
  10. Now down to 4 mins. Most importantly the flooding in the critical area is still the same.
  11. Spatial data eg radar rainfall connected to the model through a spatial rain zone which defines the area over which the radar rainfall is applied Scalar TSDBs contains data for a single point or polygon Obviously the more data streams you have coming into your model the more accurate the predictions become
  12. As mentioned earlier alerts are just being issued internally and not yet out to the relevant stakeholders
  13. This was prior to the PC so the offline model was only running every 30 mins
  14. Radar forecast rainfall from the model
  15. Model was run at 15 min intervals from 10-12
  16. Red reported Blue observed
  17. The parent model is much more simplified than the child models although areas of interest are still left in tact, the main difference between the parent and child models is the inclusion of 2D zones
  18. Can impact carbon production and efficiency Flushing systems