The invention relates to an intelligent monitoring method and
system for unused
land based on a full-process closed-loop supervision mechanism, and relates to the technical field of land
resource management.The method comprises the steps that a task
database is established by means of obtained land related data, image spot extraction is conducted on all images in the
database through a
change detection model, and image spots are obtained; the method comprises the following steps: extracting pattern spots, performing a series of
processing such as optimization, checking and superposition on the extracted pattern spots to obtain data fusion pattern spots,
processing the data fusion pattern spots through grading and time identification to obtain graded pattern spots, finally inputting the graded pattern spots into an established
system of a full-process closed-loop supervision mechanism, and performing interpretation in the
system through each monitoring module. And result
backflow updating and intelligent monitoring
processing are performed based on the interpretation result, so that the processing precision and efficiency of the monitored pattern spots are effectively improved, the
land change condition is comprehensively tracked, and the problem of insufficient timeliness and accuracy of land supervision in the prior art is solved by combining active interpretation supervision.