12. (1) Observations
(3) Forecast winds, rainfall,
temperatures…
Big Data, Big Science
(2) Models
Each day the Met Office processes and stores 106 million observations,
completes 20 quadrillion (1015) calculations, archives 10 Tera (1012)
bytes of model data and produces 4 million forecasts per day
13. Big Data, Big Science
Each day the Met Office processes and stores 106 million observations,
completes 20 quadrillion (1015) calculations, archives 10 Tera (1012)
bytes of model data and produces 4 million forecasts per day
14. “…bridging the Valley of Death…through effective
translation and application of science”
15. The 4.4 km
Typhoon Hagupit
Global (deterministic) 4.4 km downscaler (from determinsitic)
4.4 domain
17. TWO scenarios
1. Landfall not until Tuesday or later. Main hazards: Heavy
rainfall, severe inland flooding and landslides.
Probability 70%
2. Landfall later Saturday or early Sunday. Main Hazards:
wind and storm surge. Probability 30%.
18. Coping with Hurricanes/Typhoons
Weather and
climate extremes
Weather analyses
& forecast data
Hurricane track,
size, & intensity
Implementation of
evacuation &
recovery plans
Reducing risk &
response
scenarios
Mitigation strategies
Affected population
& infrastructure,
disruption of services,
damages due to wind
& water, etc.
Impact
Estimation
Placing into
situational context
Storm surge, flooding,
inundated areas
Weather
Translation to
hazards
Extraction of
relevant information
to predict hazards
19. Holistic approach to impact
and risk
GEO-PHYSICAL
HAZARD
EXPOSURE
VULNERABILITY
Socio-Economic
IMPACT
QUANTIFYING
&
REDUCING RISK
WEATHER &
CLIMATE
EXTREMES
Major Uncertainty
Some progress, still a limiting factor
Considerable progress