The invention relates to the technical field of termite monitoring and killing, in particular to a termite monitoring and killing method based on multi-
modal sensing and a dynamic threshold value, and adopts the technical scheme that multi-source
signal acquisition is adopted, and
biological activity signals of a target area are synchronously acquired through a
vibration sensor, a sonic sensor, a chemical gas sensor and a thermal imaging sensor; the anti-interference performance is improved, so that the
false alarm rate is reduced; environmental parameter compensation is carried out, temperature,
humidity and
soil conductivity data are collected in real time, a dynamic
calibration coefficient is generated to correct sensor
original data, and environmental adaptability is improved; the method comprises the following steps: acquiring data of a current area, performing dynamic threshold calculation, inputting the acquired data into an LSTM-
Transformer hybrid network, and outputting a self-adaptive early warning threshold of the current area so as to reduce the possibility of
leak detection; through multi-stage early warning judgment, the real-time performance is improved, and the early warning
delay is reduced; and starting a corresponding disposal process according to the early warning level, performing response execution, and narrowing the spraying range, thereby reducing
pollution.