software engineering Chapter 5 System modeling.pptx
GLOSSIS: Global Storm Surge Forecasting and Information System
1. GLOSSIS: a global storm surge
forecasting and information system
martin.verlaan@deltares.nl
lora.buckman@deltares.nl
simone.dekleermaeker@detlares.nl
2. Why? – Need for an
operational
Global Tide Surge Model
5. Existing global (tide) models
Empirical tide
GOT4.7 Most accurate tides, relies on
altimeter
EOT11
Spectral tide
FES2012 Only for tides, data-assimilation
available
TPXO7.2 (OTIS)
DTU10 Based on FES
Timestepping tide/surge
T-UGO/MOG2D Eg satellite inv baro correction
OMCT
Tropical cyclones
Hyflux2 Regional approach
7. step 1: grid thinning at high latitudes
step 2: grid refinement in shallow areas, with triangles and rectangles for local grid refinement. Resolution is based on Courant number.
Resulting grid resolution varies from 5 km (1/20°) at the coast to 50 km (1/2°) in open oceans, with nearly 1 million cells in total
Grid in Dflow-FM – unstructured grid
8. Parallel performance
1 2 4 8 16 32 64 128 256
0
100
200
300
400
500
600
700
800
900
Parallel speedup on E3 cluster
sec/day
Number of cores
Computationtimepersimulationday[s]
1 2 4 8 16 32 64
0
10
20
30
40
50
60
70
Speed up
Counting nodes instead of cores
Speedup
Ideal speedup
Number of nodes
Speedup
10. Validation (1980-2011)
Surge errors with ERA-interim forcing (0.75 degree)
472 stations from University of Hawaii Sea-Level Center (UHSLC) dataset.
Work of: Sanne Muis
11. Validation – return periods
GTSM generally underestimates the maximum of a storm
Work of: Sanne Muis
19. Internal tides and SAL, calibration fine model
τ IT =CρNκ−1
(∇ h2
)u
Internal tides: simplified formulation
Work of: Shobhit Jain
Full SAL equations
Work of: Camille le Coz
21. Why?Why?
Need for a global tide surge modelNeed for a global tide surge model
How?How?
Development of Global Tide Surge ModelDevelopment of Global Tide Surge Model
How well?How well?
Reanalysis of extreme sea levelsReanalysis of extreme sea levels
What for?What for?
GLOSSIS operational forecasting and information systemGLOSSIS operational forecasting and information system
What’s next?What’s next?
Model improvements and disseminationModel improvements and dissemination
Contact: martin.verlaan@deltares.nl
Questions?
23. GLOSSIS – operational information system
Operational model, run 4 times per day
•Boundary conditions for regional models
•Guidance for area’s without regional model
24. Additional physical processes
Self attraction and loading
• gravitational potential of moving water masses (tide) and their
capability of modifying the Earth’s shape
• Start with simple approximation, proportional to the pressure gradient
Internal tidal wave drag
• Where there is stratification and
steep bathymetry
• Start with approximation: on global scale
roughly ¼ of total tidal dissipation
• Modeled as an additional linear friction
component
f x =βg
∂h
∂ x
25. Coast and Ports 2015
Automated calibration
FES2012
Altimeter observations:
- assimilated FES2012 gridded data
- very accurate on deep water
Calibration parameters:
- Depth & (bed and linear) Friction
- 7 regions
Automated calibration:
- 21 parameters
- deep water series Jan2007
26. Calibration results for deep water
Region Before After
Arctic 5.1 cm 3.2 cm
N. Atlantic 9.4 7.4
S. Atlantic 12.1 8.4
N. Pacific 8.1 6.2
S. Pacific 11.2 7.3
Indian Ocean 11.7 8.2
S. Ocean 12.4 10.2
Total 10.2 7.4
RMSE of tide on deep water
27. DCSM-v5 DCSM-v6
1/8º x 1/12º 1/40º x 1/60º
Includes tidal potential
Zijl et. Al. 2013 & Slobbe et. al. 2013
Regional models – Operational use