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East Asia and Western Pacific METEOROLOGY AND CLIMATE

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459<br />

Comparison of the surface temperature fields (results not<br />

shown here) at 5-km <strong>and</strong> 2-km shows that the overall patterns are<br />

similar. Both simulations predict that the Pearl Estuary will hold<br />

back the advancement of the cold air <strong>and</strong> temperatures at Macau will be<br />

four degrees lower than that at RO. There are some evidences of warm<br />

air being held back behind the hills over the Hong Kong territory for<br />

the 2-km run but not for the 5-km run. However, with only limited<br />

test results, this difference may not be statistically significant. A<br />

smaller grid size test was not made by reason of the much longer<br />

computer time required.<br />

4. Conclusion<br />

This experiment<br />

shows that dynamic numerical models at<br />

fine enough grid resolution (in this case, 5-km) under near steady<br />

meteorological conditions are able to augment synoptic scale models in<br />

providing more detailed temperature field forecast for local regions.<br />

As the current model uses only one sky condition for the<br />

whole domain <strong>and</strong> forecast period, local variation in cloud cover will<br />

cause disparity between forecast value <strong>and</strong> observation.<br />

Experiment with 2-km nested grid yields no marked differences<br />

against the 5-km grid results <strong>and</strong> more test runs are needed to<br />

elicit the influence of terrain.<br />

The experiment also shows that forecasts longer than<br />

twelve hours are affected by inadequate boundary treatments. Therefore,<br />

unless accurate boundary conditions are available, say from<br />

larger area models, increasing the domain size to about 1000 km may be<br />

needed to achieve a better 24-hour forecast.<br />

5. Acknowledgement<br />

The authors would like to thank the Director of the Meteorological<br />

Research Institute<br />

of Japan for making the model available<br />

for the present study. The authors also wish to thank Mr. K.Y. Tarn <strong>and</strong><br />

Mr. K.L. Tang for the preparation of the graphs <strong>and</strong> the Data Processing<br />

Division of the Royal Observatory<br />

<strong>and</strong> support.<br />

for their computational services

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