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→ handles missing data automatically. Parallelizable → efficient on large datasets. Handles classification and regression tasks. Spatial Comparisons Time Series Predicted vs Actual Indicates underprediction during heavier rainfall events. Good agreement in light to moderate precipitation. XGBoost

and eastern/central Scotland. Southeast of this boundary, it will remain very warm to hot and humid, with a small chance of an isolated afternoon thunderstorm. Winds will be light to moderate. Tuesday night will be mostly dry with variable cloud. Central and southeastern England will start clear but may

the afternoon, but these will be fairly light and fairly well scattered. And there should be a bit more in the way of sunshine between those showers, particularly compared to what we saw on Sunday. “The sun's still strong at this time of year. This is where we do see that sunshine, it will be feeling

-colour traffic light system for all its forecasts and hazard warnings related to weather conditions on Lake Victoria: Green – No hazard warnings in force. It is safe for small craft to navigate on the lake. Amber – Be prepared Potentially dangerous weather and water conditions are expected. Small

Centre (24 hrs): [email protected] Tel: 0370 900 0100 Fax: 0370 900 5050 From outside the UK: Tel: +44 1392 885 680 Fax: +44 1392 885 681 www.metoffice.gov.uk Keep your eye out for the new Met Office Science Twitter feed: @MetOffice_Sci Download the FREE Met Office weather app /metoffice

to be added in the right amounts to make the perfect system. • The first ingredient is energy from our Sun. The Sun importantly provides heat and light for the Earth. Hold up small button or a small ball of Blu Tack (this represents the Earth). Tell the group that if the Earth is this big, how big do we

, and improvements to the way mixing is represented in the boundary layer under certain cloud regimes has corrected a long-standing problem of unrealistic temperature profiles. In the tropics and sub-tropics, convection has more realistic structure and spurious light rain/drizzle is reduced

autumn. This seasonality is caused by the amount of sunlight reaching the polar regions of the Earth which are virtually dark for 4 months over winter and light throughout the day for much of the summer. During the winter, in the absence of any sunlight, the sea ice insulates the ocean from

forecasters, advisors and specialist scientists on the interpretation and impact of the weather during an emergency. If required, Met Office experts are ready to attend or teleconference into tactical/strategic command and control centres. The Met Office’s Public Weather Service provides a range

previously. This paper is the third in a series of three reports from the Met Office Hadley Centre that address the recent pause in global warming and seek to answer the following questions. What have been the recent trends in other indicators of climate over this period; what are the potential drivers