The invention provides a prediction and management method and
system suitable for
pollen multi-dimensional information, and the method comprises the steps: carrying out the statistics of historical item data of a display region, inputting the data into a plurality of first-stage models in an initial prediction model, carrying out the training, obtaining an intermediate prediction result, carrying out the combination, inputting the combined data into a second-stage model, and carrying out the training, and generating a
pollen prediction model; receiving a plurality of
allergy factors set by the user side, acquiring real-
time data of the display area based on the
allergy factors, inputting the real-
time data into the
pollen forecasting model to obtain pollen concentration data, and inputting the pollen concentration data into the pollen health influence model for calculation to obtain a pollen influence logarithm; when the pollen influence logarithm is greater than a preset influence value, generating an initial
diffusion region corresponding to each planting region based on an
allergen display strategy and the planting region of each
allergy factor in the display region; and receiving area data of the display area, adjusting the initial
diffusion area to determine an
allergen area, generating early warning information based on the real-time position information of the user side and the
allergen area, and sending the early warning information to the user side.