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Wetland restoration
modelling
A case study in the German
Middle Mountains
Contents
• Introduction
• Methods - 3 stage
rocket
• Results
– Stage 1: micro scale
analysis
– Stage 2: translation
– Stage 3: macro scale
analysis
• Conclusions
Wetland restoration - the idea
• Restoration of wetland
areas in valleys of
German Middle
Mountains
• Remove constructed
drainage networks
• Change surface water
flow regime:
– increase storage
– retain water
– slow down discharge
• Potential area: 7% of
highlighted areas ->
Introduction project
• The impact of wetland
restoration measures
• Peak flow reduction
• German Middle
Mountains
• Small time scale for
project: Assess the
potential
3-stage rocket
1. Microscale
SWAT+ model
2. Translation
3. Macroscale
wflow_sbm model
SWAT+ model
Kylldal
wflow
Kylldal
wflow
Rhine + Mosel
First stage: methods micro scale
SWAT+ model (Acacia)
• Change in land cover and stream
characteristics
– Vegetation flood plain
– Stream characteristics
• increase width
• decrease depth
• increase roughness
coefficient
SWAT+ model
Kylldal
wflow
Kylldal
wflow
Rhine + Mosel
First stage: results micro scale
• Lower peak flows
• Increase in baseflow
recessions
• Increase of low flows
(less drought risk)
Second stage: methods translation
• wflow_sbm - existing model Rhine area
• Sensitivity analysis
• Comparison statistics SWAT+ <-> wflow
• Wetland effect:
200% increase
Manning
coefficient
SWAT+ model
Kylldal
wflow
Kylldal
wflow
Rhine + Mosel
Third stage: methods macro scale
wflow_sbm
• 7% of area fit for
restoration
• We looked at cells:
– Within selected
area
– Contains stream
order 2
– Random number
to get to 7%
• Change Manning
coefficient for
those cells
SWAT+ model
Kylldal
wflow
Kylldal
wflow
Rhine + Mosel
Third stage: results macro scale
Results on frequency of high discharges
MoselRhine
Overview assessment effects of wetland
restoration
Kylldal Mosel Rhine
Wetland
restoration
intensity
45 % 50 % 50 %
Annual maximum
peak discharge
change
-13 % -2.9 % -1.1 %
Annual 95th
percentile change
-3 % -0.9 % -0.1 %
Annual median
change
9 % 0.6 % 0.1 %
Conclusion use of wflow in the project
• Use existing model to assess impact of
large scale measure.
1. Translation
2. Calibration
3. Wetland modelling
wflowMicroscale model
Wetland restoration
effects
New map data
1
2 3
Discharge
Wetland restoration
modelling
A case study in the German
Middle Mountains

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DSD-INT 2019 Wetland restoration modelling - A case study in the German Middle Mountains - de Roover

  • 1. Wetland restoration modelling A case study in the German Middle Mountains
  • 2. Contents • Introduction • Methods - 3 stage rocket • Results – Stage 1: micro scale analysis – Stage 2: translation – Stage 3: macro scale analysis • Conclusions
  • 3. Wetland restoration - the idea • Restoration of wetland areas in valleys of German Middle Mountains • Remove constructed drainage networks • Change surface water flow regime: – increase storage – retain water – slow down discharge • Potential area: 7% of highlighted areas ->
  • 4. Introduction project • The impact of wetland restoration measures • Peak flow reduction • German Middle Mountains • Small time scale for project: Assess the potential
  • 5. 3-stage rocket 1. Microscale SWAT+ model 2. Translation 3. Macroscale wflow_sbm model SWAT+ model Kylldal wflow Kylldal wflow Rhine + Mosel
  • 6. First stage: methods micro scale SWAT+ model (Acacia) • Change in land cover and stream characteristics – Vegetation flood plain – Stream characteristics • increase width • decrease depth • increase roughness coefficient SWAT+ model Kylldal wflow Kylldal wflow Rhine + Mosel
  • 7. First stage: results micro scale • Lower peak flows • Increase in baseflow recessions • Increase of low flows (less drought risk)
  • 8. Second stage: methods translation • wflow_sbm - existing model Rhine area • Sensitivity analysis • Comparison statistics SWAT+ <-> wflow • Wetland effect: 200% increase Manning coefficient SWAT+ model Kylldal wflow Kylldal wflow Rhine + Mosel
  • 9. Third stage: methods macro scale wflow_sbm • 7% of area fit for restoration • We looked at cells: – Within selected area – Contains stream order 2 – Random number to get to 7% • Change Manning coefficient for those cells SWAT+ model Kylldal wflow Kylldal wflow Rhine + Mosel
  • 10. Third stage: results macro scale Results on frequency of high discharges MoselRhine
  • 11. Overview assessment effects of wetland restoration Kylldal Mosel Rhine Wetland restoration intensity 45 % 50 % 50 % Annual maximum peak discharge change -13 % -2.9 % -1.1 % Annual 95th percentile change -3 % -0.9 % -0.1 % Annual median change 9 % 0.6 % 0.1 %
  • 12. Conclusion use of wflow in the project • Use existing model to assess impact of large scale measure. 1. Translation 2. Calibration 3. Wetland modelling wflowMicroscale model Wetland restoration effects New map data 1 2 3 Discharge
  • 13. Wetland restoration modelling A case study in the German Middle Mountains