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Published byThomas Jenkins Modified over 6 years ago
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Loge or not Loge? Some Questions with Answers about Soil Properties
Talk by Imtiaz Dharssi September 2013 Based on work by Dharssi, Verhoef, Vidale, Macpherson, Jones and Best Met R&D Technical Report 528, 2009.
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What Are Soil Properties?
Soil Properties Affect: The ability of vegetation to extract soil water The thermal properties of the soil and consequently the ground flux The vertical movement of soil water and runoff In UM jargon the soil properties are called the soil ancillaries They are assumed to be determined by the soil texture Time independent
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Soil Properties Control Evaporation
Eveg ≈ Epotential x Soil_Moisture_Availability Soil Moisture Availability Soil Moisture Zero One Wilting Point Field Capacity
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Once Upon A Time 1984: A paper is born! (Cited 838 times according to GS)
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Cosby paper Uses Log Functions
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A New Land Surface Model
Late 1990s: The UK Met Office develop a new land surface model Met Office Surface Exchange Scheme (MOSES) The Cosby equations are used to calculate the soil hydraulic properties The new model assumes that the log functions used by the Cosby paper are natural log functions (i.e. Loge).
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Why are UM soil properties so Different from ECMWF?
Much later: ~ 2006 UM ECMWF Field Capacity for Medium soil texture (m3/m3) 0.24 0.32
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Do Cosby mean Loge or Log10?
UM Assume log≡Loge Assume log ≡ Log10 ECMWF Field Capacity for Medium soil texture (m3/m3) 0.24 0.33 0.32
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Cosby used Log10 not Loge From CH78: Ψ (cm) Loge Ψ Log10 Ψ From Cosby:
Silt Loam 78.6 4.4 1.9 Silty Clay 49.0 3.9 1.7 1.5
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How we Tested the Bug Fix
Testing performed by scientists at: Reading University, Climate Model Met Office, Weather forecasting model Hadley Centre, Climate Model Centre for Ecology and Hydrology, Land Surface Model
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Impact of Bug fix All the tests showed a consistent and surprising result: Model Soil moisture increased significantly Model Evaporation decreased significantly The bug fix significantly improved estimates of evaporation in the off-line land surface model The bug fix made the NH summer warm bias worse
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Soil Moisture Increases But Evaporation Decreases! How?
Soil Moisture Availability Soil Moisture Zero One Wilting Point Field Capacity Evaporation doesn’t depend on the absolute value of soil moisture! Soil Moisture increased but the Soil Moisture Availability decreased! The new Wilting point and Field capacity values are much higher Crucially, after the bug fix the Field capacity minus Wilting point values increased significantly
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Don’t Panic! The Bug Fix made the NH summer warm bias worse!
So we created a package of changes, including the bug fix, that significantly improved model performance as well as improving the science most notably an improved parameterisation of soil thermal conductivity
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Operational Verification of T2m T+72 RMS Error
Implementation
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Conclusions: The small picture
We found a bug We fixed it After a lot of work, everyone was happy
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Conclusions: The BIG picture
The soil properties are as important as soil moisture Soil properties have a significant impact on the soil moisture dynamic range Soil properties have a significant impact on evaporation We should work with soil scientists at CSIRO (e.g. ASRIS) to improve the UM soil properties for Australia The vertical variation of soil texture is ignored by most models but might be very important
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