Multi-source wide remote sensing crop identification method based on MSFRNet, electronic equipment and storage medium

The invention discloses an MSFRNet-based multi-source wide remote sensing crop identification method, electronic equipment and a storage medium, and belongs to the technical field of agricultural remote sensing monitoring. The identification accuracy of an agricultural remote sensing monitoring technology is improved. The method comprises the following steps: constructing an ASPP module, constructing a multi-source fusion recognition network, collecting SAR data, hyperspectral data and laser radar data of crops for registration, setting a network input sample size according to resolutions of the SAR data, the hyperspectral data and the laser radar data, and constructing a training set and a test set for multi-source wide remote sensing crop recognition; inputting the constructed multi-source wide-range remote sensing crop identification training set into the constructed multi-source fusion identification network, training all the multi-source wide-range remote sensing crop identification training set data, an