Soil moisture collaborative inversion method, device, equipment and medium

The invention provides a soil moisture collaborative inversion method, device and equipment and a medium, and relates to the technical field of remote sensing monitoring, and the method comprises the steps: obtaining optical satellite remote sensing data and long-time-sequence microwave satellite remote sensing data; extracting a remote sensing index corresponding to the optical satellite remote sensing data; inputting the remote sensing index into a pre-trained optical satellite data soil moisture inversion model to obtain a first soil moisture inversion result; inputting the long-time-sequence microwave satellite remote sensing data, the long-time-sequence meteorological data and the normalized vegetation index into a microwave satellite data soil moisture inversion model to obtain a second soil moisture inversion result; and fusing the two results, and correcting the fusion result through ground monitoring data to obtain a target soil moisture inversion result. According to the invention, a good inversion