A method of detecting hazardous conditions within an underground environment can include obtaining acceleration information at a plurality of communication nodes distributed throughout the underground environment and propagating the acceleration information among selected ones of the plurality of communication nodes to an analysis node. An indication of a hazardous condition within the underground environment can be identified from the acceleration information collected over a period of time. If an indicator is identified, a notification of the hazardous condition can be provided.