The application provides a kind of near real-time
land degradation monitoring method and
system, the method comprises: obtaining the historical and near real-time multi-source
remote sensing data of target area and carrying out space-
time sequence reconstruction, obtain the spectral feature
time series of each pixel point in target area;Obtain the topographic features and climate characteristics of target area and fuse with spectral feature
time series, obtain the multi-dimensional
feature vector of each pixel point;Obtain the historical
land cover classification of each pixel point in the first historical
reference period, calculate the near real-time
land cover classification of each pixel point;According to the multi-dimensional
feature vector of each pixel point, and / or historical
land cover classification and near real-time land cover classification, calculate the
land degradation evaluation index of each pixel point, and evaluate the
land degradation of pixel point. Realize the quick prediction and use of near real-
time data land cover classification, ensure the real-time of monitoring result, and detect land degradation from multiple aspects, form a complete
monitoring system.