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Isotope Simulation of the Evolution of East Asian Monsoon since the LGM: A Preliminary Analysis 对 LGM 以来同位素气候模拟的初步分析. Xinyu Wen & Zhengyu Liu Dept of Atmospheric and Oceanic Sciences, Peking University Contributors: Esther Brady & Otto- Bliesner Bette CCR/CGD, NCAR
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Isotope Simulation of the Evolution of East Asian Monsoon since the LGM: A Preliminary Analysis 对LGM以来同位素气候模拟的初步分析 Xinyu Wen&Zhengyu Liu Dept of Atmospheric and Oceanic Sciences, Peking University Contributors: Esther Brady &Otto-Bliesner Bette CCR/CGD, NCAR Jun/29/2012 @ Nanjing
Overview • Model-Data Comparison • Interpretation of d18O • Appropriate Indices for Paleo-EASM/EAWM • Improve Understanding of Monsoon Dynamics
Picture of the Problem WARM COLD -10% -10% -16% -26% -34% 0% -4% -12% Evaporation -20% North Pole Cumulus Parameterization Large-scale condensation With cloud microphysics 0% SMOW EQ
Benefits from Using Isotope-enable Model? • Model-Data Comparison?气候态偏差;格点-站点的代表性;统计降尺度; • Reanalysis d18O?用准确的Reanalysis做Nudging • Proxy Assimilation?利用Isotope模式结果,寻找更准确的Transfer functions;再利用此关系,同化Proxy以进行更好的古气候模拟
Annual Mean d18O in Water Vapor & Precip. CAM CAM GNIP (Lee, et al., 2007)
Experiment Design 50-yr Integration with Fixed BC 10-yr Spin-up 21 20 19 18 17 16 15 14 13 12 11 10 9 8 7 6 5 4 3 2 1 0 (ka) 22 • Model: CAM3 with Isotope-enable module • Each slice was integrated for 50 years, with first 10-year truncated as spin-up • Outputs: Atm/Monthly; Winds/Daily; Water Isotope/Monthly • Water Isotopes: • d18O in precipitation and in water vapor • deuterium (dD) in precipitation and in water vapor
Forcing: • GHGs (CO2; CH4; N2O) • Orbital Parameters • Terrain/Sea Level • SST/SICE • Water Isotopes at Sea Surface • Terrain, Sea Level, SST/SICE are derived from Drs Liu and Feng’sTraCE simulations, which is a fully-coupled transient simulation for the period 22ka-Present. JJA DJF
ANN DJF JJA
d18O in Precip. JJA Hulu Cave (Wang, 2001) Dongge Cave (Wang, 2005)
d18O in Precip. DJF ? Hulu Cave (Wang, 2001) Dongge Cave (Wang, 2005)
Temperature EffectCorr( d18O, Ts ) ANN ANN DJF DJF JJA JJA Inter-Millennium 较松的标准 Inter-Annual 较严的标准
Amount EffectCorr( d18O, Precip ) ANN ANN DJF DJF JJA JJA Inter-Millennium 较松的标准 Inter-Annual 较严的标准
温度效应vs数量效应 Corr( d18O, Ts ) Corr( d18O, Precip ) ANN ANN DJF DJF JJA JJA
d18O的空间代表性如何? ANN ANN DJF DJF Corr( d18O, d18O ) JJA JJA Inter-Millennium 较松的标准 Inter-Annual 较严的标准 (Pausata, Battisti, et al, 2011)
Precip (Local)vs. d18O (Regional) ANN ANN DJF DJF Corr( Precip, d18O ) JJA JJA Inter-Millennium 较松的标准 Inter-Annual 较严的标准
Summary Hints from CAMiso: • d18O来源于Indian Ocean • JJA d18O与OBS中很相似 • d18O和Temp是大尺度;Precip是小尺度 • d18O与Temp关系更好;而与Precip关系小
Fig 1 (Supplement Material)JJA Time Series @ each point V1000 V850 SAT Prec.
Fig 1 (Supplement Material)DJF Time Series @ each point V1000 V850 SAT Prec.
Fig 1 (Supplement Material)ANN Time Series @ each point V1000 V850 SAT Prec.