An insect detection system includes a plurality of traps comprising an attraction source, a communication module, a motion sensor, and one or more environmental sensors. The insect detection system includes a plurality of accelerometers configured to measure vibrations in a tree and is electronically coupled with at least one of the plurality of traps, and one or more power controllers, where each of the power controllers supplies electrical energy to one or more traps and one or more accelerometers. The insect detection system includes a server computer having a processor and a computer readable medium, wherein the server computer is in communication with each trap of the plurality of traps and is configured to receive environmental data from each of the plurality of traps and vibration data from each of the plurality of accelerometers.