360 likes | 511 Views
The ENSO-TC teleconnection in HiGEM. Ray Bell Supervisors: Prof. P.L. Vidale, Dr. Kevin Hodges and Dr. Jane Strachan. Outline. My PhD Introduction Methodology HiGEM and TRACK Tropical cyclone biases ENSO-Tropical cyclone Mean state biases
E N D
The ENSO-TC teleconnection in HiGEM Ray Bell Supervisors: Prof. P.L. Vidale, Dr. Kevin Hodges and Dr. Jane Strachan
Outline • My PhD • Introduction • Methodology • HiGEM and TRACK • Tropical cyclone biases • ENSO-Tropical cyclone • Mean state biases • ENSO-large scale environmental parameters • Final work chapter: GCM experiments
My PhD • Research questions: • How does ENSO influence global TC activity? • What is the response of TCs to climate change? • What are the implications of a changing El Niño on future tropical cyclone activity? Jan 2013 Sep 2013
Previous work: ENSO-TC El Nino ASO La Nina JFM NCEP re-an (‘50-’05) GPI. Camargo (2007) Gray; Klotzbach; Landsea Chan; Liu Gray; Camargo Singh; Chian Nicholls; Ramsay Kuleshov; Vitart
Shaman and Maloney (2011) Shortcomings in climate model simulations of the ENSO-Atlantic hurricane teleconnection. J. Clim • CMIP3 models. Large-scale fields. No tracks. ‘VWS and PI are most poorly simulated’ • - Simulation of ENSO • Simulation of TC mean state • - Simulation of ENSO teleconnections
Idealised GCM simulation HiGEM UK’s High-Resolution Global Environmental Model (Shaffreyet al, 2009) • HiGAM: AMIP (atmospheric model forced with observed SST and sea ice) 1979-2002 (Strachan et al, 2011) N144 1.25ox0.83o, ∆x50N = 90 km HiGEM CTRL ~5x30 yrs HiGEM 1.1 CTRL 150 yrs 1/3o ocean model
Tracking algorithm (TRACK; Bengsttonet al, 2007) A 20 year time-slice of GCM simulated tropical storms 1) Locate and track all centres of high relative vorticity 35000/yr 2) Apply a 2-day filter to the tracks 8000 storms / yr 3) Analyse vertical structure of storm for evidence of warm-core (tropical storm structure) 120 storms / yr
HiGEM: ENSO simulation • Shaffrey (2009)
ENSO composites IBTrACS (1979-2010) ERA-Interim (1979-2010) NINO-3.4 DJF SSTa > 1oC or < -1oC NH TC season prior to event; SH TC season during event El Nino years: 82-83, 86-87, 91-92, 94-95, 97-98, 02-03, 09-10 La Nina years: 84-85, 88-89, 98-99, 99-00, 07-08, 10-11 HiGEM: 31 El Ninos, 25 La Ninas HiGAM AMIP (79-02):6 El Ninos,4 La Ninas (7) (6)
HiGEM: TC mean state Lack of recurvature
HiGEM: 200 hPa Stream function and velocity potential mean state
Conclusions • ENSO-SST biases in HiGEM are likely the largest limitation. • Dawson et al (2012) found an increase in oceanic resolution • over atmospheric resolution improved ENSO-extratropical • teleconnections • Atmospheric resolution is also important to capture the interannual variability (therefore response to ENSO; Strachan et al, 2012)
HiGEM: ENSO simulation • Shaffrey (2009)