Uncertainty in weather and climate prediction

被引:216
|
作者
Slingo, Julia [1 ]
Palmer, Tim [2 ,3 ]
机构
[1] Met Off, Exeter, Devon, England
[2] European Ctr Medium Range Weather Forecasting, Reading, Berks, England
[3] Univ Oxford, Dept Phys, Oxford, England
关键词
uncertainty; climate prediction; weather forecasting; probabilities; ensemble prediction system; MULTIMODEL-ENSEMBLE; MODEL; PREDICTABILITY; SYSTEM; ECMWF; CIRCULATION; GENERATION; RELEVANCE; ERRORS; FLOW;
D O I
10.1098/rsta.2011.0161
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Following Lorenz's seminal work on chaos theory in the 1960s, probabilistic approaches to prediction have come to dominate the science of weather and climate forecasting. This paper gives a perspective on Lorenz's work and how it has influenced the ways in which we seek to represent uncertainty in forecasts on all lead times from hours to decades. It looks at how model uncertainty has been represented in probabilistic prediction systems and considers the challenges posed by a changing climate. Finally, the paper considers how the uncertainty in projections of climate change can be addressed to deliver more reliable and confident assessments that support decision-making on adaptation and mitigation.
引用
收藏
页码:4751 / 4767
页数:17
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