The invention relates to the technical field of
information processing, in particular to a soil monitoring method, device and equipment based on
the Internet of Things and a storage medium,
node deployment density suggestions are generated according to a soil difference atlas, a plurality of intelligent sensing nodes are deployed in a target soil monitoring area based on the
node deployment density suggestions, the rationality of
node deployment can be improved, and the reliability of node deployment is improved. According to the method, abnormal
data detection is carried out on multi-parameter data based on multi-parameter space-
time correlation, dynamic adaptive filtering
processing is carried out on the multi-parameter data according to a detection result, the reliability of
data processing is improved, and a LoRa ad hoc network or an NB-IoT network is selected according to an output result of a
decision matrix to transmit effective
monitoring data to a cloud platform. The
data transmission flexibility is improved, the soil parameter early warning threshold value is dynamically updated according to the growth stage information and the short-term weather forecast information, the early warning accuracy is improved, farming operation suggestions are generated according to the effective
monitoring data and the soil parameter early warning threshold value, and operable
intelligent decision support is provided.