New Horizons in Paleoclimatology Toby Ault
Overview: Proxy-model integration Experiment design Results Future work
Overview: Proxy-model integration Experiment design Results Future work
Overview: Proxy-model integration Experiment design Results Future work
Overview: Proxy-model integration Experiment design Results Future work
Overview: Proxy-model integration Experiment design Results Future work
Proxy-Model Integration
10’s of km GCM Data: Proxy Data: 100’s of km Image from:
1°x1° (~111 km)
Case example: the Monsoon
August, 2006 PRISM mean precip. (mm/day)
Observational Monsoon 0.5˚x 0.5˚ JJA mean precip. (mm/day) *Mitchell, T. D., and P. D. Jones (2005), An improved method of constructing a database of monthly climate observations and associated high-resolution grids, International Journal of Climatology, 25(6),
CCSM3’s Monsoon JAS mean precip. (mm/day)
CCSM3’s Monsoon JAS mean precip. (mm/day) What about the future?
*Joellen Russell, Pers. comm. GFDL - Weaker CCSM - No change UKMO - Stronger
*Joellen Russell, Pers. comm. GFDL - Weaker CCSM - No change UKMO - Stronger No good consensus… Absent in other models… Turn to proxies!
Mid-Holocene climate
Proxies in N. America
Wetter summers… OR …drier winters!
Playa Lakes: Occasionally filled during Mid-Holocene Likely monsoon related…
Speleothems: Stronger Monsoon Connection to North Atlantic ITCZ shifted northward?
Modeling 6ka climates
PMIP (Paleoclimate Model Intercomparison Project) Mean JJA precipitation for CCSM 6ka simulation
Harrison et al., 2003 CCSM3-JJA: 6ka-0ka (mm/day)
Harrison et al., 2003 CCSM3-JJA: 6ka-0ka (mm/day) No Change?
10’s of km GCM Data: Proxy Data: 100’s of km Image from:
10’s of km GCM Data: Proxy Data: 100’s of km Can regional downscaling bridge this gap?
Experiment Design
Model: WRF Nesting: None Physics: Defaults X-domain: 119˚W to 110˚W Y-domain: 20˚N to 34˚N Resolution: ~30km Time: Aug. 2-25, 2006 T: 3hrs
Boundary Conditions: NCEP/NCAR Reanalysis 2.5˚x 2.5˚ resolution
Results
Means Precipitation (mm/day) NNRPWRF
Variance Precipitation variance (mm/day) 2 NNRPWRF
August NNRP Link to animation
August WRF Link to animation
Smaller scale Better representation of mechanisms
Future Work
1. Comparison with observations 2. Better analysis of dynamics 3. Cumulus parameterization scheme 4. Downscaling modern CCSM3 runs 5. Paleoclimate downscaling
1. Comparison with observations 2. Better analysis of dynamics 3. Cumulus parameterization scheme 4. Downscaling modern CCSM3 runs 5. Paleoclimate downscaling
1. Comparison with observations 2. Better analysis of dynamics 3. Cumulus parameterization scheme 4. Downscaling modern CCSM3 runs 5. Paleoclimate downscaling
1. Comparison with observations 2. Better analysis of dynamics 3. Cumulus parameterization scheme 4. Downscaling modern CCSM3 runs 5. Paleoclimate downscaling
1. Comparison with observations 2. Better analysis of dynamics 3. Cumulus parameterization scheme 4. Downscaling modern CCSM3 runs 5. Paleoclimate downscaling
1. Comparison with observations 2. Better analysis of dynamics 3. Cumulus parameterization scheme 4. Downscaling modern CCSM3 runs 5. Paleoclimate downscaling
Acknowledgements: Jason Criscio, Andy Penny, and CCIT - THANKS!