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Calculated results show during the first one hour of rainfall (181 mm/day), the exponential root architecture has higher ability to maintain shallow slope stability than the parabolic one.
As much as eight centimetres (three inches) per hour of rainfall was recorded, it added.
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Heavy rain is forecast to return to Cumbria later with up to 12 hours of rainfall and further flooding possible.
Japan meteorological agency, which has issued its highest level warning for affected areas, said three hours of rainfall in one area in Kochi prefecture reached an accumulated 26.3cm (10.4 inches), the highest since such records started in 1976.
A program of continuously recorded water temperature profiles has shown that salinity stratification initiated by direct rainfall onto the lake's surface and local runoff into the lake results in the onset of heliothermal conditions within hours of rainfall onset.
Some hours of rainfall infiltration before the earthquake may have saturated the slope.
Consecutive hours of rainfall resulted in the overflow of some rivers, although no significant damage was reported to adjacent areas.
Meteorological data including temperature (°C), duration of sunshine (hour), amount of rainfall (mm), and relative humidity were obtained from the local meteorological offices across the province.
By Sunday morning, the effects of hour after hour of drenching rainfall started to take their toll, with widespread reports of high water on roadways.
Scientists predict that 15 minutes to an hour of intense rainfall — the type of storm that happens about every 10 years — would be enough to unleash a slurry of boulders, fine mud and brush.
In the Hudson Valley and Vermont, he said, "we had a good six to eight hours of heavy rainfall".
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