Systems, methods and computer-readable media are provided for fluid flow measurement in a controlled agricultural environment. A digital flow sensor comprises a flow sensor element including a first digital thermometer for providing a first output and a heating element thermally coupled to the first digital thermometer. The flow sensor may also include a second digital thermometer for providing a second output, and logic for providing a flow measurement based at least in part upon the first and second outputs. A flow sensor network may include multiple digital flow sensors, where data lines of the flow sensors are all coupled to the same network bus for communicating data.