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Implementation of Delft-FEWS at Seqwater
Operations, calibration, design and more
Presentation overview
1. Overview of Seqwater
2. Australia’s rainfall variability
3. Implementation of Delft-FEWS at Seqwater
• Operational hydrology / dam operations
• Calibration
• Design hydrology
• More… Operations
CalibrationDesign
Part 1: Overview of Seqwater
Queensland Bulk Water Supply Authority
&
The Seqwater Flood Operations Centre
3
4
Seqwater’s operational responsibilities
Gold Coast
Brisbane
Sunshine
Coast
Seqwater’s operational responsibilities
5
Drinking Water
We are responsible for providing a safe, reliable and
affordable bulk drinking water supply for 3.2 million
people across South East Queensland.
The SEQ Water Grid is a bulk water supply
network of:
• 12 dams (connected to the grid)
• 36 conventional water treatment plants
• 3 purified recycled water treatment plants
• 1 desalination plant
• 28 bulk water reservoirs
• 22 pump stations
• 600 km+ of bulk water supply pipelines.
Seqwater’s operational responsibilities
6
Irrigation and catchment management
We manage catchment health and offer community
recreation facilities, and provide water for irrigation
to about 1,200 farmers across seven water supply
schemes.
Seqwater only owns around 65,000 hectares of this
land, so it is vital we work in partnership with our
neighbours, catchment land owners and the
broader community to achieve better land
management and water quality outcomes.
Fire management
Catchment management
Irrigation
Seqwater’s operational responsibilities
7
Flood Mitigation
We provide essential flood mitigation services
Dam owner:
• 26 referable dams (3 gated dams & 23 ungated
dams)
• 51 weirs
• Major populations downstream of gated dams:
• (Brisbane) Average annual damages: $289M
per year
• (Brisbane) “the damage estimate, should a 1
in 100 (1%) AEP flood occur, is $6.8 billion”
Source: Brisbane River Strategic Floodplain Management Plan, Technical Evidence Report Executive Summary and
Recommendations, October 2018
Wivenhoe Dam
Somerset Dam
North Pine Dam
The Seqwater Flood Operations Centre’s responsibilities include:
• Maintenance and continual improvement of the Flood Forecasting System
• Directing the operations from Wivenhoe Dam, Somerset Dam and North Pine
Dam in accordance with a predetermined set of rules (Flood Manuals)
• Communicating, planning and liaising with stakeholders and the community
• Training and assessing Flood Operations Centre staff
Floods don’t happen ever year, however the FOC is always in a state of operational readiness. 8
Seqwater Flood Operations Centre
Part 2: Climate variability
Climate variability and flooding
9
Australia’s rainfall variability
11
Australia’s rainfall variabilitySource: Australia’s Variable Rainfall, April to March Relative to Historical Records, Queensland Government, 2019. Available at:
https://data.longpaddock.qld.gov.au/static/products/pdf/australiasvariablerainfall2019.pdf
12
Historical floods in Brisbane
1893 1974 2011
Source: Known floods in the Brisbane & Bremer River Basin, Bureau of Meteorology. Accessed at: http://www.bom.gov.au/qld/flood/fld_history/brisbane_history.shtml,
October 2019
Commonwealth of Australia
Somerset Dam
Wivenhoe Dam
13
Wivenhoe Dam: Droughts and floods
Wivenhoe Dam Water Volume (%)
14
Wivenhoe Dam: Droughts and floods
Wivenhoe Dam Water Volume (%)
Part 3: Delft-FEWS at Seqwater
Implementation of an operational system to assist dam
operations in south east Queensland
15
16
History of Delft-FEWS Implementation at Seqwater
Delft-FEWS Pilot
Development of Delft-FEWS Operational System
Ongoing S&M contract with Deltares
• Developments
• High level support
Delft-FEWS adopted as operational platform
• Documentation
• Training
Adoption of Water Coach as
training platform
Seamless integration with
external stakeholder
Non-operational
developments
Self-install of operational
system 2017.01
17
Australian Delft-FEWS User Days
(Co-hosts: Deltares, Bureau of Meteorology, Seqwater)
2019
2018
2017
2016
2015
2014
Delft-FEWS implementation at Seqwater: Operations
Data • Real-time ALERT data
• More than 350 water level
stations
• More than 500 rainfall
stations
• One real-time acoustic
doppler current profiler
(side-looker)
• Manual readings from site
18
Delft-FEWS implementation at Seqwater: Operations
Forecasts Incoming
• Meteorological forecasts
• Soil moisture estimates
• Streamflow forecasts
Outgoing
• Dam outflow forecasts
• Dam water level forecasts
19
Delft-FEWS implementation at Seqwater: Operations
Models Hydrologic
• 29 hydrologic (URBS)
models
• Spanning 26 dams and
surrounding catchments
Reservoir
• RTC tools v1 for 3 gated
dams
Hydraulic
• Mike11
• TUFLOW (under
development)
20
Delft-FEWS implementation at Seqwater: Operations
Training Data driven exercises
• Training sessions seeded by
synthetic rainfall
• ‘observed’ data generated
behind the scenes
• Users attempt to match
‘hidden’ routing parameters
• Extends training dataset
beyond historical records
• Utilised to assess
competencies
21
Delft-FEWS implementation at Seqwater: Operations
Training Fully interactive
• Fully interactive training:
Water coach + participant
mode
• Realistic internal and
external interactions
• Realistic workloads
• Suited to inter-agency
exercises
• Scalable
22
Key rainfall events: SeqFEWS
• Ex. Tropical Cyclone Oswald: January 2013
• Ex. Tropical Cyclone Marcia: February 2015
• East coast low: May 2015
• Ex. Tropical Cyclone Debbie: March 2017
24
Delft-FEWS implementation at Seqwater: Operations
January 2013 February 2015 May 2015 March 2017
Key rainfall events: SeqFEWS
• Ex. Tropical Cyclone Oswald: January 2013
• Ex. Tropical Cyclone Marcia: February 2015
• East coast low: May 2015
• Ex. Tropical Cyclone Debbie: March 2017
25
Delft-FEWS implementation at Seqwater: Operations
January 2013 February 2015 May 2015 March 2017
Key rainfall events: SeqFEWS
• Ex. Tropical Cyclone Oswald: January 2013
• Ex. Tropical Cyclone Marcia: February 2015
• East coast low: May 2015
• Ex. Tropical Cyclone Debbie: March 2017
26
Delft-FEWS implementation at Seqwater: Operations
January 2013 February 2015 May 2015 March 2017
Key rainfall events: SeqFEWS
• Ex. Tropical Cyclone Oswald: January 2013
• Ex. Tropical Cyclone Marcia: February 2015
• East coast low: May 2015
• Ex. Tropical Cyclone Debbie: March 2017
27
Delft-FEWS implementation at Seqwater: Operations
January 2013 February 2015 May 2015 March 2017
Part 4: Delft-FEWS at Seqwater
Application to calibration
28
Calibration: underpinning operational models
1. Data: Primary focus on rainfall: Develop a verified rainfall grid spanning full
extent of available data (15 minutes)
2. QA: Implement ‘some’ automated cleaning of data in addition to manual
methods
3. Standardisation: Standardised calibration reports
4. Archiving: Archiving of historical rainfall and water level data and model
calibration time series
Daily Rainfall
29
Delft-FEWS implementation at Seqwater: Calibration
29
1841
1950
Pluviograph Data
ALERT Data
1996
Key feature of Delft-FEWS: Secondary validation: Spatial homogeneity
• “Overwrites the flag of the timeseries with unreliable or doubtful when the
estimation of the value based on neighbouring values differs too much from the
observed value” Spatial homogeneity, Delft-FEWS Wiki.
• **new feature** Allows for filtering based on relative and absolute values for
local maximums and/or minimums (or both) (2019.02 onwards)
30
Delft-FEWS implementation at Seqwater: Calibration
Before validation After validation
• Local rainfall maximums
are statistically differently
to local rainfall minimums
• Parameters can be tuned
to filter ‘good’ and ‘bad
• Option to validate one
time by series using
another*
Key feature of Delft-FEWS: Secondary validation: Spatial homogeneity
• “Overwrites the flag of the timeseries with unreliable or doubtful when the
estimation of the value based on neighbouring values differs too much from the
observed value” Spatial homogeneity, Delft-FEWS Wiki.
• **new feature** Allows for filtering based on relative and absolute values for
local maximums and/or minimums (or both) (2019.02 onwards)
31
Delft-FEWS implementation at Seqwater: Calibration
Before validation After validation
• Local rainfall maximums
are statistically differently
to local rainfall minimums
• Parameters can be tuned
to filter ‘good’ and ‘bad
• Option to validate one
time by series using
another*
Key feature of Delft FEWS: Disaggregation: accumulative reference pattern
• Nearest pluviograph used to disaggregate daily rainfall
• Provide automated method to disaggregate large amounts of data
• Extending the usefulness of daily data to sub-daily time scales
32
Delft-FEWS implementation at Seqwater: Calibration
Original pluviograph
Accumulated daily
Disaggregated daily (15 min)
33
Delft-FEWS implementation at Seqwater: Calibration
Calibration process and
reporting
Part 5: Delft-FEWS at Seqwater
Application to design hydrology
34
Opportunity
Updates to the Australian guidelines presented many challenges surrounding data
management:
• 10+ temporal patterns per AEP and duration (typically 2400 simulations per
catchment)
• Various approaches to estimate spatial patterns
• Post-processing of results
Delft-FEWS implementation at Seqwater: Design
Source: Australian rainfall and runoff. Accessed at http://arr.ga.gov.au/
Key functions of Delft-FEWS supporting design hydrology:
Configuration
• Workflow templates and locationSets: allows for rapid application to other
catchments
• Parallel running of ensembles: complete utilization of CPU. Faster run times
• Timeseries element in Filters.xml: Efficient way to configure visualization of
ensemble members
Visualisations
• Grid display: No separation of temporal and spatial patterns (space-time grids)
• Filters display: Filter ensemble results using location, parameter and qualifier,
• Report module: Exporting of critical data
Delft-FEWS implementation at Seqwater: Design
Example of report outputs
37
Delft-FEWS implementation at Seqwater: Design
Beyond static reports: interactive web reports
• Summaries of all the design inputs and results
• Easily distributed to stakeholders
• Results exported from FEWS in different formats
• Combination of HTML, JavaScript, Memory variables
38
Delft-FEWS implementation at Seqwater: Design
HTML report
Part 6: Delft-FEWS at Seqwater
…and more
39
Fire management at Seqwater (Pilot)
• Land occupier: Queensland Fire and Emergency Services Act 1990
• Responsible for management of fuel, hazard and fire
• Burn season: February - August
Implementation using Delft-FEWS
• Providing critical information to decision makers
Delft-FEWS at Seqwater: Beyond flood operations
Closing remarks
Variable climate
• Rainfall variability: Australia is a country “of droughts and flooding rains”
• Flood operations: Floods don’t happen in south east Queensland every year, although
the FOC is continually in a state of readiness
Delft-FEWS Implementation
• Operational system implementation: Pilot: 2010, operational 2013. Many ongoing
improvements. Now the primary modelling platform providing important data to internal
and external stakeholders.
• Calibration in Delft-FEWS: Preparing a quality controlled standardized dataset.
Possibilities for testing other models, continuous simulation, rainfall analysis
• Design hydrology in Delft-FEWS: Suited to bulk processing of new design rainfall data
and application to all catchments with south east Queensland
• Delft-FEWS Community: Seqwater is an active member of the Australian Delft-FEWS
community: knowledge sharing and the Australian Delft-FEWS User Days
The future…
• Dam operations: workshops next…
Delft-FEWS at Seqwater
Thank you
Questions?

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DSD-INT 2019 Implementation of Delft-FEWS at Seqwater - Pokarier

  • 1. Implementation of Delft-FEWS at Seqwater Operations, calibration, design and more
  • 2. Presentation overview 1. Overview of Seqwater 2. Australia’s rainfall variability 3. Implementation of Delft-FEWS at Seqwater • Operational hydrology / dam operations • Calibration • Design hydrology • More… Operations CalibrationDesign
  • 3. Part 1: Overview of Seqwater Queensland Bulk Water Supply Authority & The Seqwater Flood Operations Centre 3
  • 4. 4 Seqwater’s operational responsibilities Gold Coast Brisbane Sunshine Coast
  • 5. Seqwater’s operational responsibilities 5 Drinking Water We are responsible for providing a safe, reliable and affordable bulk drinking water supply for 3.2 million people across South East Queensland. The SEQ Water Grid is a bulk water supply network of: • 12 dams (connected to the grid) • 36 conventional water treatment plants • 3 purified recycled water treatment plants • 1 desalination plant • 28 bulk water reservoirs • 22 pump stations • 600 km+ of bulk water supply pipelines.
  • 6. Seqwater’s operational responsibilities 6 Irrigation and catchment management We manage catchment health and offer community recreation facilities, and provide water for irrigation to about 1,200 farmers across seven water supply schemes. Seqwater only owns around 65,000 hectares of this land, so it is vital we work in partnership with our neighbours, catchment land owners and the broader community to achieve better land management and water quality outcomes. Fire management Catchment management Irrigation
  • 7. Seqwater’s operational responsibilities 7 Flood Mitigation We provide essential flood mitigation services Dam owner: • 26 referable dams (3 gated dams & 23 ungated dams) • 51 weirs • Major populations downstream of gated dams: • (Brisbane) Average annual damages: $289M per year • (Brisbane) “the damage estimate, should a 1 in 100 (1%) AEP flood occur, is $6.8 billion” Source: Brisbane River Strategic Floodplain Management Plan, Technical Evidence Report Executive Summary and Recommendations, October 2018 Wivenhoe Dam Somerset Dam North Pine Dam
  • 8. The Seqwater Flood Operations Centre’s responsibilities include: • Maintenance and continual improvement of the Flood Forecasting System • Directing the operations from Wivenhoe Dam, Somerset Dam and North Pine Dam in accordance with a predetermined set of rules (Flood Manuals) • Communicating, planning and liaising with stakeholders and the community • Training and assessing Flood Operations Centre staff Floods don’t happen ever year, however the FOC is always in a state of operational readiness. 8 Seqwater Flood Operations Centre
  • 9. Part 2: Climate variability Climate variability and flooding 9
  • 11. 11 Australia’s rainfall variabilitySource: Australia’s Variable Rainfall, April to March Relative to Historical Records, Queensland Government, 2019. Available at: https://data.longpaddock.qld.gov.au/static/products/pdf/australiasvariablerainfall2019.pdf
  • 12. 12 Historical floods in Brisbane 1893 1974 2011 Source: Known floods in the Brisbane & Bremer River Basin, Bureau of Meteorology. Accessed at: http://www.bom.gov.au/qld/flood/fld_history/brisbane_history.shtml, October 2019 Commonwealth of Australia Somerset Dam Wivenhoe Dam
  • 13. 13 Wivenhoe Dam: Droughts and floods Wivenhoe Dam Water Volume (%)
  • 14. 14 Wivenhoe Dam: Droughts and floods Wivenhoe Dam Water Volume (%)
  • 15. Part 3: Delft-FEWS at Seqwater Implementation of an operational system to assist dam operations in south east Queensland 15
  • 16. 16 History of Delft-FEWS Implementation at Seqwater Delft-FEWS Pilot Development of Delft-FEWS Operational System Ongoing S&M contract with Deltares • Developments • High level support Delft-FEWS adopted as operational platform • Documentation • Training Adoption of Water Coach as training platform Seamless integration with external stakeholder Non-operational developments Self-install of operational system 2017.01
  • 17. 17 Australian Delft-FEWS User Days (Co-hosts: Deltares, Bureau of Meteorology, Seqwater) 2019 2018 2017 2016 2015 2014
  • 18. Delft-FEWS implementation at Seqwater: Operations Data • Real-time ALERT data • More than 350 water level stations • More than 500 rainfall stations • One real-time acoustic doppler current profiler (side-looker) • Manual readings from site 18
  • 19. Delft-FEWS implementation at Seqwater: Operations Forecasts Incoming • Meteorological forecasts • Soil moisture estimates • Streamflow forecasts Outgoing • Dam outflow forecasts • Dam water level forecasts 19
  • 20. Delft-FEWS implementation at Seqwater: Operations Models Hydrologic • 29 hydrologic (URBS) models • Spanning 26 dams and surrounding catchments Reservoir • RTC tools v1 for 3 gated dams Hydraulic • Mike11 • TUFLOW (under development) 20
  • 21. Delft-FEWS implementation at Seqwater: Operations Training Data driven exercises • Training sessions seeded by synthetic rainfall • ‘observed’ data generated behind the scenes • Users attempt to match ‘hidden’ routing parameters • Extends training dataset beyond historical records • Utilised to assess competencies 21
  • 22. Delft-FEWS implementation at Seqwater: Operations Training Fully interactive • Fully interactive training: Water coach + participant mode • Realistic internal and external interactions • Realistic workloads • Suited to inter-agency exercises • Scalable 22
  • 23. Key rainfall events: SeqFEWS • Ex. Tropical Cyclone Oswald: January 2013 • Ex. Tropical Cyclone Marcia: February 2015 • East coast low: May 2015 • Ex. Tropical Cyclone Debbie: March 2017 24 Delft-FEWS implementation at Seqwater: Operations January 2013 February 2015 May 2015 March 2017
  • 24. Key rainfall events: SeqFEWS • Ex. Tropical Cyclone Oswald: January 2013 • Ex. Tropical Cyclone Marcia: February 2015 • East coast low: May 2015 • Ex. Tropical Cyclone Debbie: March 2017 25 Delft-FEWS implementation at Seqwater: Operations January 2013 February 2015 May 2015 March 2017
  • 25. Key rainfall events: SeqFEWS • Ex. Tropical Cyclone Oswald: January 2013 • Ex. Tropical Cyclone Marcia: February 2015 • East coast low: May 2015 • Ex. Tropical Cyclone Debbie: March 2017 26 Delft-FEWS implementation at Seqwater: Operations January 2013 February 2015 May 2015 March 2017
  • 26. Key rainfall events: SeqFEWS • Ex. Tropical Cyclone Oswald: January 2013 • Ex. Tropical Cyclone Marcia: February 2015 • East coast low: May 2015 • Ex. Tropical Cyclone Debbie: March 2017 27 Delft-FEWS implementation at Seqwater: Operations January 2013 February 2015 May 2015 March 2017
  • 27. Part 4: Delft-FEWS at Seqwater Application to calibration 28
  • 28. Calibration: underpinning operational models 1. Data: Primary focus on rainfall: Develop a verified rainfall grid spanning full extent of available data (15 minutes) 2. QA: Implement ‘some’ automated cleaning of data in addition to manual methods 3. Standardisation: Standardised calibration reports 4. Archiving: Archiving of historical rainfall and water level data and model calibration time series Daily Rainfall 29 Delft-FEWS implementation at Seqwater: Calibration 29 1841 1950 Pluviograph Data ALERT Data 1996
  • 29. Key feature of Delft-FEWS: Secondary validation: Spatial homogeneity • “Overwrites the flag of the timeseries with unreliable or doubtful when the estimation of the value based on neighbouring values differs too much from the observed value” Spatial homogeneity, Delft-FEWS Wiki. • **new feature** Allows for filtering based on relative and absolute values for local maximums and/or minimums (or both) (2019.02 onwards) 30 Delft-FEWS implementation at Seqwater: Calibration Before validation After validation • Local rainfall maximums are statistically differently to local rainfall minimums • Parameters can be tuned to filter ‘good’ and ‘bad • Option to validate one time by series using another*
  • 30. Key feature of Delft-FEWS: Secondary validation: Spatial homogeneity • “Overwrites the flag of the timeseries with unreliable or doubtful when the estimation of the value based on neighbouring values differs too much from the observed value” Spatial homogeneity, Delft-FEWS Wiki. • **new feature** Allows for filtering based on relative and absolute values for local maximums and/or minimums (or both) (2019.02 onwards) 31 Delft-FEWS implementation at Seqwater: Calibration Before validation After validation • Local rainfall maximums are statistically differently to local rainfall minimums • Parameters can be tuned to filter ‘good’ and ‘bad • Option to validate one time by series using another*
  • 31. Key feature of Delft FEWS: Disaggregation: accumulative reference pattern • Nearest pluviograph used to disaggregate daily rainfall • Provide automated method to disaggregate large amounts of data • Extending the usefulness of daily data to sub-daily time scales 32 Delft-FEWS implementation at Seqwater: Calibration Original pluviograph Accumulated daily Disaggregated daily (15 min)
  • 32. 33 Delft-FEWS implementation at Seqwater: Calibration Calibration process and reporting
  • 33. Part 5: Delft-FEWS at Seqwater Application to design hydrology 34
  • 34. Opportunity Updates to the Australian guidelines presented many challenges surrounding data management: • 10+ temporal patterns per AEP and duration (typically 2400 simulations per catchment) • Various approaches to estimate spatial patterns • Post-processing of results Delft-FEWS implementation at Seqwater: Design Source: Australian rainfall and runoff. Accessed at http://arr.ga.gov.au/
  • 35. Key functions of Delft-FEWS supporting design hydrology: Configuration • Workflow templates and locationSets: allows for rapid application to other catchments • Parallel running of ensembles: complete utilization of CPU. Faster run times • Timeseries element in Filters.xml: Efficient way to configure visualization of ensemble members Visualisations • Grid display: No separation of temporal and spatial patterns (space-time grids) • Filters display: Filter ensemble results using location, parameter and qualifier, • Report module: Exporting of critical data Delft-FEWS implementation at Seqwater: Design
  • 36. Example of report outputs 37 Delft-FEWS implementation at Seqwater: Design
  • 37. Beyond static reports: interactive web reports • Summaries of all the design inputs and results • Easily distributed to stakeholders • Results exported from FEWS in different formats • Combination of HTML, JavaScript, Memory variables 38 Delft-FEWS implementation at Seqwater: Design HTML report
  • 38. Part 6: Delft-FEWS at Seqwater …and more 39
  • 39. Fire management at Seqwater (Pilot) • Land occupier: Queensland Fire and Emergency Services Act 1990 • Responsible for management of fuel, hazard and fire • Burn season: February - August Implementation using Delft-FEWS • Providing critical information to decision makers Delft-FEWS at Seqwater: Beyond flood operations
  • 40. Closing remarks Variable climate • Rainfall variability: Australia is a country “of droughts and flooding rains” • Flood operations: Floods don’t happen in south east Queensland every year, although the FOC is continually in a state of readiness Delft-FEWS Implementation • Operational system implementation: Pilot: 2010, operational 2013. Many ongoing improvements. Now the primary modelling platform providing important data to internal and external stakeholders. • Calibration in Delft-FEWS: Preparing a quality controlled standardized dataset. Possibilities for testing other models, continuous simulation, rainfall analysis • Design hydrology in Delft-FEWS: Suited to bulk processing of new design rainfall data and application to all catchments with south east Queensland • Delft-FEWS Community: Seqwater is an active member of the Australian Delft-FEWS community: knowledge sharing and the Australian Delft-FEWS User Days The future… • Dam operations: workshops next…