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Predictability of Weather and Climate

机译:天气和气候的可预测性

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The past developments in the predictability of weather and climate are discussed from the point of view of nonlinear dynamical systems. The problems ahead for long‐range predictability extending into the climate time scale are also presented. The sensitive dependence of chaos on initial conditions and the imperfections in the models limit reliable predictability of the instantaneous state of the weather to less than 10?days in present‐day operational forecasts. The existence of slowly varying components such as the sea surface temperature, soil moisture, snow cover, and sea ice may provide basis for predicting certain aspects of climate at long range. The regularly varying nonlinear oscillations, such as the Madden‐Julian Oscillation, monsoon intraseasonal oscillations, and El Ni?o‐Southern Oscillation, are also possible sources of extended‐range predictability at the climate time scale. A prediction model based on phase space reconstruction has demonstrated that monsoon intraseasonal oscillation can be better predicted at long leads.
机译:从非线性动力系统的角度来看,讨论了天气和气候可预测性的过去的发展。还提出了延伸到气候时间级延伸的远程可预测性的问题。混沌对初始条件的敏感依赖性以及模型中的缺陷限制了天气瞬时状态的可靠性可预测性,在当今的运营预测中少于10天。存在缓慢不同的部件,如海面温度,土壤水分,雪覆盖和海冰可以为预测长期气候的某些方面提供依据。定期不同的非线性振荡,例如Madden-Julian振荡,季风初始振荡和EL Ni?O-南部振荡,也是气候时间尺度的扩展范围可预测性的可能来源。基于相位空间重建的预测模型表明,在长线引线上可以更好地预测季风陷入困境的振荡。

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