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Marjolein Mens
Integrated modelling for
drought risk management in
the Netherlands
Fresh water is everywhere
2
DSD-INT
2023
|
Hydrology
User
Days
Different regions – different drought risk
3
Source: Alterra
PEAT
SAND
CLAY, SILT
LOAM,
LIMESTONE
Main soil types of the Netherlands
water supply from large
rivers and lakes
no water supply
DSD-INT
2023
|
Hydrology
User
Days
Impact of climate change on drought risk
• Groundwater level decline
• Increased intake from rivers and reservoirs
• Salt water intrusion
• Salinization of groundwater
• Reduced water quality
• Decline of river water levels
4
Sea level rise
Decreasing
river
discharge
Increasing
precipitation
deficit
Increasing
water use
Source: Deltaprogramme (2015)
Integrated modelling for droughts
Requirements:
• Combine various physical processes
− Groundwater
− Surface water
− Unsaturated zone (understanding plant growth)
− Water distribution and water balance
− Water quality (salt water intrusion, salt seepage, temperature)
• Include human influence (water users, water management)
• Allow coupling with impact modules
5
Source: Van Loon et al. (2016)
DSD-INT
2023
|
Hydrology
User
Days
Change in groundwater regime due to climate change
6
bron: Nationaal Water Model, 2019
(via www.klimaateffectatlas.nl)
zomer winter
DSD-INT
2023
|
Hydrology
User
Days
Change in water demand and water supply
Climate
change
longer
droughts
sea level
rise
irrigation
water level
polders
flushing
evaporation
low river
flows
glacier decline +
snow melt
7
DSD-INT
2023
|
Hydrology
User
Days
Sea level rise and salt water intrusion
Source: Research programme on Sea Level Rise (KPZSS)
Rhine and Meuse river catchments: wflow_sbm
9
DSD-INT
2023
|
Hydrology
User
Days
National-scale Hydrological
Model (LHM)
10
RIBASIM (in prep.)
MetaSWAP
MODFLOW
National SOBEK Model (hydrodynamics)
• Main surface water system (rivers, canals)
• Discharge, water levels
• Chloride concentration
• Water temperature
11
DSD-INT
2023
|
Hydrology
User
Days
Impact modules: from water shortage to welfare effect
Example agricultural drought risk:
Current Stoom2050
Million
euro
per
year
Continuing current policy
Alternative strategy 1
Alternative strategy 2
Source: Mens et al. (2021)
From software to decision support
MODFLOW RIBASIM
MetaSWAP D-Flow FM (Delft3D FM 1D2D)
Software
National-scale
models
Computational
framework
LHM
(hydrology)
LSM
(hydraulics)
decision
support
indicators
wflow
Societal impact tools
wflow_rhine
wflow_meuse
Input data
Dilemma’s / fit for purpose
14
Decision-maker’s requirements:
1. Provide relevant model outcomes
2. Accepted by stakeholders
3. Short calculation time
4. Limiting model development costs
Model-builder’s requirements:
1. Scientifically and technically valid
2. Representing system dynamics
3. Accessible (well-documented)
dilemma
Result:
Complex model with
long computation times
https://doi.org/10.1016/j.envsoft.2021.105100
DSD-INT
2023
|
Hydrology
User
Days
Way forward (1): need for quick scan tools
Fast exploration of many future scenario’s, but consistent with authority model(s)
Various options:
1. Meta-models by using simplified cause-effect relationships
15
meta-models or rapid assessment models
System dynamics models
(when feedbacks are important)
DSD-INT
2023
|
Hydrology
User
Days
Way forward (1): need for quick scan tools
Fast exploration of many future scenario’s, but consistent with authority model(s)
Various options:
1. Meta-models by using simplified cause-effect relationships
2. Complex models, but coarser (time and space) and/or focused on most important processes
16
QWAST
DM
water network
10d
water demand + inputs
DSD-INT
2023
|
Hydrology
User
Days
Way forward (2): coupling floods and droughts?
17
• Many challenges - one system
• Hydrological processes play central role
• Yet: sectoral approaches exist
• Evaluation of measures is fragmented
DSD-INT
2023
|
Hydrology
User
Days
Current modelling strategy
18
Temporal resolution
hour day month
week
flood event drought episode
impact
T=10
T=100
urban areas
agriculture
ecosystems
urban
areas
agriculture
ecosystems subsidence
urban areas
agriculture
navigation
industry
DSD-INT
2023
|
Hydrology
User
Days
Key messages for integrated modelling
• Combined use of detailed models for in-depth insight, and fast models for exploration
− How to ensure consistency?
• Changing requirements:
− Combination of floods and droughts → one system, but different time scales and spatial scales
− More insight needed into biodiversity (ecosystem functioning) under changing conditions
• What does this mean for integrated modelling:
− Combining different hydrological processes: interaction groundwater and surface water
− Connecting hydrology with societal impact tools: smart postprocessing, data exchange
− Droughts AND floods: requires smart model coupling (either online or offline)
− Framework for consistency between complex and quick-scan
19
DSD-INT
2023
|
Hydrology
User
Days

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DSD-INT 2023 Integrated modelling for drought risk management in the Netherlands - Mens

  • 1. Marjolein Mens Integrated modelling for drought risk management in the Netherlands
  • 2. Fresh water is everywhere 2 DSD-INT 2023 | Hydrology User Days
  • 3. Different regions – different drought risk 3 Source: Alterra PEAT SAND CLAY, SILT LOAM, LIMESTONE Main soil types of the Netherlands water supply from large rivers and lakes no water supply DSD-INT 2023 | Hydrology User Days
  • 4. Impact of climate change on drought risk • Groundwater level decline • Increased intake from rivers and reservoirs • Salt water intrusion • Salinization of groundwater • Reduced water quality • Decline of river water levels 4 Sea level rise Decreasing river discharge Increasing precipitation deficit Increasing water use Source: Deltaprogramme (2015)
  • 5. Integrated modelling for droughts Requirements: • Combine various physical processes − Groundwater − Surface water − Unsaturated zone (understanding plant growth) − Water distribution and water balance − Water quality (salt water intrusion, salt seepage, temperature) • Include human influence (water users, water management) • Allow coupling with impact modules 5 Source: Van Loon et al. (2016) DSD-INT 2023 | Hydrology User Days
  • 6. Change in groundwater regime due to climate change 6 bron: Nationaal Water Model, 2019 (via www.klimaateffectatlas.nl) zomer winter DSD-INT 2023 | Hydrology User Days
  • 7. Change in water demand and water supply Climate change longer droughts sea level rise irrigation water level polders flushing evaporation low river flows glacier decline + snow melt 7 DSD-INT 2023 | Hydrology User Days
  • 8. Sea level rise and salt water intrusion Source: Research programme on Sea Level Rise (KPZSS)
  • 9. Rhine and Meuse river catchments: wflow_sbm 9 DSD-INT 2023 | Hydrology User Days
  • 11. National SOBEK Model (hydrodynamics) • Main surface water system (rivers, canals) • Discharge, water levels • Chloride concentration • Water temperature 11 DSD-INT 2023 | Hydrology User Days
  • 12. Impact modules: from water shortage to welfare effect Example agricultural drought risk: Current Stoom2050 Million euro per year Continuing current policy Alternative strategy 1 Alternative strategy 2 Source: Mens et al. (2021)
  • 13. From software to decision support MODFLOW RIBASIM MetaSWAP D-Flow FM (Delft3D FM 1D2D) Software National-scale models Computational framework LHM (hydrology) LSM (hydraulics) decision support indicators wflow Societal impact tools wflow_rhine wflow_meuse Input data
  • 14. Dilemma’s / fit for purpose 14 Decision-maker’s requirements: 1. Provide relevant model outcomes 2. Accepted by stakeholders 3. Short calculation time 4. Limiting model development costs Model-builder’s requirements: 1. Scientifically and technically valid 2. Representing system dynamics 3. Accessible (well-documented) dilemma Result: Complex model with long computation times https://doi.org/10.1016/j.envsoft.2021.105100 DSD-INT 2023 | Hydrology User Days
  • 15. Way forward (1): need for quick scan tools Fast exploration of many future scenario’s, but consistent with authority model(s) Various options: 1. Meta-models by using simplified cause-effect relationships 15 meta-models or rapid assessment models System dynamics models (when feedbacks are important) DSD-INT 2023 | Hydrology User Days
  • 16. Way forward (1): need for quick scan tools Fast exploration of many future scenario’s, but consistent with authority model(s) Various options: 1. Meta-models by using simplified cause-effect relationships 2. Complex models, but coarser (time and space) and/or focused on most important processes 16 QWAST DM water network 10d water demand + inputs DSD-INT 2023 | Hydrology User Days
  • 17. Way forward (2): coupling floods and droughts? 17 • Many challenges - one system • Hydrological processes play central role • Yet: sectoral approaches exist • Evaluation of measures is fragmented DSD-INT 2023 | Hydrology User Days
  • 18. Current modelling strategy 18 Temporal resolution hour day month week flood event drought episode impact T=10 T=100 urban areas agriculture ecosystems urban areas agriculture ecosystems subsidence urban areas agriculture navigation industry DSD-INT 2023 | Hydrology User Days
  • 19. Key messages for integrated modelling • Combined use of detailed models for in-depth insight, and fast models for exploration − How to ensure consistency? • Changing requirements: − Combination of floods and droughts → one system, but different time scales and spatial scales − More insight needed into biodiversity (ecosystem functioning) under changing conditions • What does this mean for integrated modelling: − Combining different hydrological processes: interaction groundwater and surface water − Connecting hydrology with societal impact tools: smart postprocessing, data exchange − Droughts AND floods: requires smart model coupling (either online or offline) − Framework for consistency between complex and quick-scan 19 DSD-INT 2023 | Hydrology User Days