Land cover change monitoring method, system and device and storage medium
A land cover and change monitoring technology, applied in the field of geographic information technology, can solve the problems of heavy workload, limited quality of change monitoring results, low technical level of interpreters, low efficiency, etc., achieve detailed analysis results, improve monitoring resolution and monitor efficiency effect
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[0056] The specific embodiment of the present invention will be further described below in conjunction with accompanying drawing:
[0057] refer to figure 1 , a method for monitoring land cover change is provided in the present embodiment, comprising the following steps:
[0058] S1. Perform fusion processing on SAR data and multispectral data to obtain a fusion image;
[0059] In this embodiment, when monitoring is required, the SAR data and multispectral data within the land cover change monitoring time period (in years) shall be obtained first, and geocoding, filtering and denoising, unified coordinates, unified resolution, and denoising shall be performed. Data preprocessing work such as cloud processing and calculation of normalized vegetation index; then the preprocessed data is trained through the preset deep stacked convolutional neural network, and the high and low frequency images are processed using the trained deep stacked convolutional neural network Decompositi...
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