Implementing Hillslope Hydrology in CLM€¦ · Justin Perket1,2, Martyn Clark 1, Dave Lawrence ,...
Transcript of Implementing Hillslope Hydrology in CLM€¦ · Justin Perket1,2, Martyn Clark 1, Dave Lawrence ,...
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Justin Perket1,2, Martyn Clark1, Dave Lawrence1, Ying Fan Reinfelder2,
Sean Swenson1
1
2
Photo Credit: NSIDC, A. Racoviteanu
Implementing Hillslope Hydrology in CLM
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CUAHSI-NCAR collaboration
• CUAHSI (Consortium of
Universities for the
Advancement of Hydrologic
Science, Inc.)
• CUAHSI / NCAR initiative to
improve representation of
hydrologic processes in ESMs
• Hillslope hydrology
• Plant hydrodynamics
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• Land water strongly influence surface energy & BGC fluxes, exchanges with atm/ocean• ET affects boundary layer heat/moisture and dynamics
• Climate influences freshwater availability/quality
Motivation
Winter et al., 1998
• Lateral subsurface flow critical to represent terrestrial water, but missing from most ESMs
• Need efficient representation of hillslope hydrology dynamics for global water cycle interactions with climate
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Implemented Intra-Gridcell Hillslope Representation
• Gridcell level assumes role of drainage basin
• Few representative hillslopes per basin (if not singular)
• Lateral connections between neighboring columns in hillslope
Modified CLM Hierarchy
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Hillslope columns
So
il le
ve
ls
j=1
.
.
.
j=jmax
Column c-1
Implemented Hillslope Lateral Flow
• Columns have distinct:• Elevations
• Slopes
• Surface areas
• Bedrock depths
• Lateral saturated flow between columns based on:• Topographic height
• Water table slope
Column c
Bedrock
Saturated
Unsaturated
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Implemented Hillslope Lateral Flow
• 𝑄𝑐𝑜𝑢𝑡 =
−K0∗depth∗tan(slope)
𝑛1 −
𝑤t
𝑑𝑒𝑝𝑡ℎ
𝑛
• Checks to prevent soil moisture < specific yield in any layer
• Withdraws from deeper layers if needed
• 𝑄𝑐𝑖𝑛 adds to water table layer
• 𝑄𝑐𝑛𝑒𝑡 = 𝑄𝑐
𝑜𝑢𝑡 −𝐴𝑟𝑒𝑎(𝑐−1)
𝐴𝑟𝑒𝑎𝑐𝑄𝑐−1𝑜𝑢𝑡
Column c
Bedrock
Saturated
Unsaturated𝑄𝑐𝑖𝑛
𝑄𝑐𝑜𝑢𝑡
𝑄𝑐𝑖𝑛
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Synthetic Test Cases
•Flat constant slope w/ 700 hour constant rain•Compared to simple analytical & numerical solns.
Hillslope columns
So
il le
ve
ls
c=1
c=2
c=cmax
j=1
.
.
.
j=jmax
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Synthetic Test Cases
•Flat constant slope w/ 700 hour constant rain
•Increased water storage, higher water table going downhill
Soil Moisture Across Hillslope Columns
m3/m3
Hill
Top
Hill
Bottom
Col. 1z
z
z
z
z
z
z
z
z
z
Col. 2
Col. 9
Col. 10
.
.
.
.
.
.
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Reynolds Creek Watershed
• Compared Single Point CLM w/ site forcing to Critical Zone Observatory measurements
9criticalzone.org/reynolds/
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Reynolds Creek Watershed
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Reynolds Creek Watershed
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• Control: • 1m soil depth• 10 % slope
• 2 columns: upland & lowland
• Trial Series 1: converging basin
Column
Trial # Parameter Varied Upslope Downslope
1a Area (relative to 1st col.) 1 1/2
1b Area (relative to 1st col.) 1 1/4
1c Area (relative to 1st col.) 1 1/8
Parameter Variation
Control Shrinking Downslope Area
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• Control: • 1m soil depth• 10 % slope
• 2 columns: upland & lowland
• Trial Series 2: Slowing slope downhill
Column
Trial # Parameter Varied Upslope Downslope
1a Area (relative to 1st col.) 1 1/2
1b Area (relative to 1st col.) 1 1/4
1c Area (relative to 1st col.) 1 1/8
2a Baseflow strength 1 0.5
2b Baseflow strength 1 0.25
2c Baseflow strength 1 0.125
2d Baseflow strength 1 0.01
Parameter Variation
Control Smaller Downslope Lateral Flow
𝑄𝑜𝑢𝑡 𝑄𝑜𝑢𝑡
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• Control: • 1m soil depth• 10 % slope
• Trial Series 3: deepening soil downhill
Column
Trial # Parameter Varied Upslope Downslope
1a Area (relative to 1st col.) 1 1/2
1b Area (relative to 1st col.) 1 1/4
1c Area (relative to 1st col.) 1 1/8
2a Baseflow strength 1 0.5
2b Baseflow strength 1 0.25
2c Baseflow strength 1 0.125
2d Baseflow strength 1 0.01
3a Soil Depth (m) 1 2
3b Soil Depth (m) 1 4
3c Soil Depth (m) 1 8
Parameter Variation
Control Deeper Downslope Soil
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Parameter Variation:
Converging Area
15
• Representative Year 2004,Cumulative fluxes
• Control: • 1m soil depth• 10 % slope
• Converge to 1/2th, 1/4th, 1/8th area
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Parameter Variation:
Lateral Subsurface Flow/Slope• Representative Year
2004,Cumulative fluxes
• Control: • 1m soil depth• 10 % slope
• 1/2, 1/4, 1/8, 1/100 lateral flow
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Parameter Variation:
Soil Depth
• Representative Year 2004,Cumulative fluxes
• Control: • 1m soil depth• 10 % slope
• Depth to bedrock: 2m, 4m, 8m
17
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Reynolds Creek Watershed
•Combo Trials
•More realistic hillslope geometries
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•Vegetation sensitivity
•Unique PFT distributions between columns
•Hillslope hierarchical structure
•Global simulations, using Topo30 and bedrock depth datasets
Next Steps