What can we learn about LSM’s from the ELDAS increments?
-
Upload
cassandra-wooten -
Category
Documents
-
view
26 -
download
3
description
Transcript of What can we learn about LSM’s from the ELDAS increments?
What can we learn about LSM’s from the ELDAS
increments?
Bart vd Hurk, Janneke Ettema & Pedro Viterbo
A bit about ELDAS
• Soil moisture assimilation ‘the European way’ (corrections using atm RH & T)
• Observed precipitation and radiation
• 15 month pilot study– Oct 1999 – Dec 2000
Design of assimilation system
precipitation
radiation
evaporation
Soil moisturecorrection scheme
Soil moisturecontent
(sub)surfacerunoff
Observations drivingsoil moisture correction
Synops dataMETEOSAT or
MSG
Land surfaceparameterizationscheme
Boundary layerscheme
Validation sites
Validation sites
Validation sites• 20yr ‘PILPS’-climatology (driven by ERA40)• 15mnth CTL with obs P & R• 15mnth DA with obs P & R
Effect of data assimilation
One of dW
Accumulated increment
Change of evaporation
Change of runoff
Change of soil water
A few examples
Ratio increment / (WS)
Apr – Oct 2000
Partitioning of increments
Evaporation RunoffStorage
Apr – Oct 2000
Partitioning of increments
Evaporation RunoffStorage
Apr – Jul 2000
Ranking of E/I
• Nrs in order of rank E/I
• First 10 are found in Mediterranean and Estonia
1 23
4
5 6
7 8
9
10
36
35
34
Limited response of EPrecipitationRunoffStorageEvaporation
Evaporation 1 Apr – 1 Oct
Conclusions
• For many locations increments exceed interannual variability of WS
• For many non-Mediterranean points only a small portion of increments is returned into atmosphere
• Limited response of E in offline runs
• DA gives better evaporation for a few points, but generally only small effect compared to mean bias