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