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The tenth IMSC, Beijing, China, 2007 - International Meetings on ...

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for without negatively impacting other parts of the field. This would appear to be especially the<br />

case in rec<strong>on</strong>structing precipitati<strong>on</strong> and drought fields that have a lot of relatively small-scale<br />

spatial variability in them. To avoid this problem in rec<strong>on</strong>structing gridded Palmer Drought<br />

Severity Indices (PDSI) over North America from tree rings, and to use <strong>on</strong>ly those tree-ring<br />

chr<strong>on</strong>ologies that are likely to have true drought signals in them, a method of point-by-point<br />

regressi<strong>on</strong> (PPR) was developed and extensively tested. PPR rec<strong>on</strong>structs each grid point of<br />

PDSI separately from all others using principle comp<strong>on</strong>ents regressi<strong>on</strong> analysis. As<br />

c<strong>on</strong>structed, PPR has total c<strong>on</strong>trol over which tree-ring predictors are used at each grid point<br />

through two steps that determine the selecti<strong>on</strong> of candidate predictors: a search radius for<br />

locating likely predictors of PDSI and a screening probability that identifies those predictors<br />

within the search radius that are likely to c<strong>on</strong>tain statistically useful informati<strong>on</strong> about past<br />

drought. This predictor selecti<strong>on</strong> process is applied at each grid point in the rec<strong>on</strong>structi<strong>on</strong> of<br />

the PDSI field such that not all tree-ring predictors are used to rec<strong>on</strong>struct drought at all<br />

locati<strong>on</strong>s of the grid. Thus, the PPR method operates locally within the possibly overlapping<br />

limits of the search radius used. Even though PPR does not theoretically guarantee the<br />

preservati<strong>on</strong> of the joint space-time variability of the PDSI field because of its point-wise<br />

method of estimati<strong>on</strong>, tests reveal that the inherent spatial patterns of drought variability over<br />

North America are faithfully preserved in the PPR-rec<strong>on</strong>structed field.<br />

High resoluti<strong>on</strong> modeling of the m<strong>on</strong>so<strong>on</strong> circulati<strong>on</strong> in the Indian Ocean<br />

N. A. Diansky<br />

E-mail:dinar@inm.ras.ru<br />

V. B. Zalesny<br />

S. N. Mosh<strong>on</strong>kin<br />

A. S. Rusakov<br />

Institute of Numerical Mathematics, Russian Academy of Sciences, 119333, Gubkina<br />

Results <strong>on</strong> the m<strong>on</strong>so<strong>on</strong> circulati<strong>on</strong> in the Indian Ocean simulated with a σ-coordinate<br />

ocean model developed at the Institute of Numerical Mathematics, the Russian Academy of<br />

Sciences is presented. <str<strong>on</strong>g>The</str<strong>on</strong>g> model has a horiz<strong>on</strong>tal resoluti<strong>on</strong> of 1/8°×1/12° and c<strong>on</strong>tains 21<br />

σ-layers of uneven thickness. Realistic bottom topography and land geometry are used. <str<strong>on</strong>g>The</str<strong>on</strong>g><br />

numerical experiments were carried out for 15 years starting from the Levitus climatology for<br />

January and m<strong>on</strong>thly mean climatic atmospheric forcing from the NCEP reanalysis data. <str<strong>on</strong>g>The</str<strong>on</strong>g><br />

annual cycle of the surface and subsurface currents and temperature and salinity fields were<br />

analyzed. <str<strong>on</strong>g>The</str<strong>on</strong>g> model reproduces well the Summer M<strong>on</strong>so<strong>on</strong> and the Winter M<strong>on</strong>so<strong>on</strong> currents<br />

and their time evoluti<strong>on</strong> and spatial structures. <str<strong>on</strong>g>The</str<strong>on</strong>g> Somali Current is adequately modeled.<br />

During the Summer M<strong>on</strong>so<strong>on</strong>, the velocities of the current exceed 2 m/s, while the total mass<br />

transport is approximately 70 Sv. <str<strong>on</strong>g>The</str<strong>on</strong>g> model results show that a reversal of the Somali Current<br />

from the northern directi<strong>on</strong> in the summer to the southern directi<strong>on</strong> in the winter is<br />

accompanied by the generati<strong>on</strong> of anticycl<strong>on</strong>ic eddies, which drift westward owing to the<br />

β-effect and dissipate either near the Somali shore or in the Gulf of Aden. <str<strong>on</strong>g>The</str<strong>on</strong>g> m<strong>on</strong>so<strong>on</strong><br />

variability of the equatorial surface current and equatorial subsurface countercurrent system<br />

110

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