Toporkov

Problems of condition monitoring of agricultural fields based on prediction of NDVI dynamics considering climate and atmospheric influence were studied. Different algorithms for preparing initial data were proposed. The research was conducted for the regions of Russia which are notable for different relief, climate and environment. Initial data for simulation were formed by combining the information from the multi-spectral and hyper-spectral space imagery. The conducted mathematical simulation showed a principal opportunity to use Earth observing systems for appropriate short-time predicting of vegetation processes.