The invention discloses an aviation transient electromagnetic data processing method, an aviation transient electromagnetic data processing device and computing equipment. The aviation transient electromagnetic data processing method comprises the following steps: separating useful signals from multi-source noise in obtained noisy observation data by utilizing a de-noising auto-encoder; extractingdepth features of the useful signals obtained by separation by using an auto-encoder; establishing a mapping relationship between the useful signal depth characteristics and the earth resistivity model by using a recurrent neural network to realize data inversion; the de-noising auto-encoder, the auto-encoder and the recurrent neural network are integrated in a stack type auto-encoder. The devicecomprises a separation module, an extraction module and an inversion module. The computing device includes a memory, a processor, and a computer program stored within the memory and executable by theprocessor, the processor implementing the method described herein when executing the computer program.
Aviation transient electromagnetic data processing method and device and computing equipment