Cyclone prediction method and device, equipment and storage medium

The invention discloses a cyclone prediction method, device and equipment and a storage medium, and the method comprises the steps: fusing environment fields of various climate modes, and building a historical integrated environment field; different climate modes correspond to different resolutions and/or climate parameter weights; training based on historical cyclone data and the historical integrated environment field to generate a target prediction model; and based on the target prediction model and the environment field of the target time period, predicting cyclone data of the target time period. According to the method, the environment fields of multiple climate modes are fused, the integrated environment field is established, on the basis, the integrated environment field is trained based on the historical cyclone data, and then the cyclone data in the future time period are predicted based on the trained integrated environment field, so that the limitation and accidental errors existing in a single cli