The present invention discloses a method and
system for identifying the morphology of
ice crystals in mixed stratified clouds with
precipitation in
plateau areas, which belongs to the technical fields of
visual recognition,
meteorology and cloud
physics, and solves the problem that the prior art is difficult to accurately identify the morphology of
ice crystals in mixed stratified clouds with
precipitation in plateaus, resulting in insufficient understanding of cloud microphysical processes and difficulty in effectively performing artificial weather modification operations. The present invention is based on obtaining multi-source
observation data of mixed stratified clouds with
precipitation in plateaus; identifying the morphology of
ice crystals based on
airborne particle detection data; analyzing the macroscopic structural characteristics of clouds based on X-band
radar data, and matching them with aircraft detection trajectories to determine the altitude layer where the ice crystals are located; extracting the environmental conditions for the formation and growth of ice crystals based on sounding data,
satellite data and reanalysis data; and establishing an ice
crystal morphology recognition model for training to achieve automatic recognition and classification of ice
crystal morphology. The present invention is used for a method for identifying the morphology of ice crystals in mixed stratified clouds with precipitation in
plateau areas.