The invention discloses a
slope stability monitoring method based on
sky-ground integration, and belongs to the field of
slope stability monitoring, and the method comprises the steps: obtaining
surface displacement and crack
observation data from a
ground layer, and employing a data cleaning
algorithm to remove
noise and abnormal values, and obtaining a high-precision ground local change
data set; drilling stress and underground
water level data are obtained from an underground layer, deep features are extracted through a
signal processing algorithm, and an underground stability
feature data set is obtained; according to the multi-dimensional slope
feature data set, a dynamic change trend of the slope is extracted by adopting a
time sequence analysis
algorithm, and a
slope stability change trend is obtained; according to the slope stability
risk level, a real-
time data stream processing algorithm is adopted to update the multi-dimensional slope
feature data set, and a dynamically updated slope stability
evaluation result is obtained; and aiming at a slope stability
evaluation result, generating a real-time slope stability early warning
signal by adopting an early warning
signal generation algorithm. According to the invention, the precision and timeliness of slope stability monitoring are obviously improved.