Understanding Current Observed Changes in the Global Water Cycle

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Presentation transcript:

Understanding Current Observed Changes in the Global Water Cycle Richard Allan, Chunlei Liu, Matthias Zahn University of Reading

Global changes in water vapour The main point to note is that models and observations are consistent in showing increases in low level water vapour with warming. Reanalyses such as ERA Interim, which are widely used, are not constrained to balance their energy or water budgets. For ocean-only satellite datasets I apply ERA Interim for poleward of 50 degrees latitude and for missing/land grid points. Note that SSM/I F13 2003-2007 CWV = 24.7794 mm; AMSRE 2003-2007 CWV = 24.8850 Updated from O’Gorman et al. (2012) submitted; see also John et al. (2009) GRL

Exploiting satellite observations We are currently assessing and exploiting satellite and gauge-based estimates of precipitation We are analysing tropical and global variability and responses of PDFs of precipitation to present day temperature variability. We have identified two outliers: HOAPS (divided by 3 on plot) data overestimates variability while TRMM 3B42 (widely used) displays spurious variability over the oceans. Liu and Allan (2011) JGR in press

Extremes of precipitation Sensitivity, dP%/dTs (%/K) Mean P (mm/day)

CMIP5 climatology/seasonal cycle

Current changes in tropical precipitation in CMIP5 models Oceans Land Liu and Allan in prep…

Contrasting land/ocean changes relate to ENSO See also Gu et al. (2007) J Clim

Contrasting precipitation response in wet and dry regions of the tropical circulation ascent Observations Models Precipitation change (%) descent Note that the wet getting wetter and dry getting drier signal in the tropics is robust in models. The recently updated GPCP observations (black) show a slightly larger trend in the wet region. The dry region trend is probably spurious before 1988 since microwave data began in 1987. Updated from Allan et al. (2010) Environ. Res. Lett.

CMIP5: Changes in Wet and Dry region Precipitation

Links to ongoing NERC CWC projects PREPARE, HYDEF

Simulated/observed precipitation fingerprints Stronger ascent  Warmer surface temperature  Model biases in warm, dry regime Strong wet/dry fingerprint in model projections (below) PREPARE project Allan (2012) Clim. Dyn. In press Stronger ascent 

Moisture flux into ascending regime ERA Interim (+) ECHAM5 0.5x0.5o 20C (□) and 21C simulations PREPARE project: Matthias Zahn

Extreme precipitation & mid-latitude Flooding Atmospheric Rivers or moisture conveyors Nov 2009 Cumbria floods HYDEF project: Lavers et al. (2011) GRL

Precipitation & circulation trends Wind-driven changes in sea surface height (Merrifield 2011) http://journals.ametsoc.org/doi/abs/10.1175/2011JCLI3932.1 Influence on precipitation trends Links to Ocean salinity (WP2/3)

Separating dynamical thermodynamic trends Top: fixed P intensity PDF Bottom: residual (total trend minus fixed PDF) We are currently applying this technique to CMIP5 models

Ongoing work and potential issues Work assessing satellite record of precipitation is well advanced and evaluation of CMIP5 models is underway Future plans: Provide observational datasets/metrics to WPs P-E and salinity  WP2 Potential issues: Links to CEH sub-package? longer term datasets? Initial drifts in NWP model Funding ends December 2012