Inter-year forecast initialization method and system

An initialization method and technology of forecasting system, applied in the field of decadal climate forecasting, can solve the problems of investing more design and computing resources, insufficiency, etc., to achieve the effect of improving accuracy, reducing impact, and enhancing the level of business forecasting
CN113221385AActive Publication Date: 2021-08-06SHANGHAI JIAO TONG UNIV

Patent Information

Authority / Receiving Office
CN ยท China
Current Assignee / Owner
SHANGHAI JIAO TONG UNIV
Publication Date
2021-08-06

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Abstract

The invention provides an inter-year forecast initialization method and system, which relate to the technical field of inter-year climate prediction. The method comprises the steps that a forecast initial field is obtained based on historical simulation of a global coupling mode, and multiple sets of atmosphere forecast initial fields are obtained; based on ocean and sea ice historical simulation driven by atmosphere reanalysis data, the climate state of the ocean and sea ice historical simulation is corrected to be the climate state of ocean and sea ice of global coupling mode historical simulation, and an ocean and sea ice forecast initial field is obtained; the obtained multiple sets of atmosphere forecast initial fields are combined with land, ocean and sea ice initial fields to construct multiple sets of initial fields of inter-year ensemble forecast; a pre-constructed inter-year forecast system is initialized, and historical post-reporting or inter-year forecast of a future business type set is implemented. According to the method, the business type inter-year prediction can be ensured, the influence caused by impact after initialization is reduced, the accuracy of natural change rate prediction of the prediction system is improved, and thus the business prediction level of the inter-year prediction system is enhanced.
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