Efficient irrigation scheduling with soil moisture sensors requires pr
oper interpretation of their readings. A computer-based decision suppo
rt system was developed to facilitate sensor use and provide this inte
rpretation for the farm manager. The system indicates whether to adjus
t irrigation timing or amounts based on sensor readings and includes d
iagnostics to flag sensors that may be faulty or may have been placed
improperly. The system detects the bottom of the root zone by detectin
g relative drying responses indicated by sensors placed at several dep
ths. In this way, the system can adjust water amounts according to an
expanding root system. Tests on a farmer-cooperator's field indicated
potential improvements to the system. These include algorithms to bett
er accommodate non-uniform application of water, and adjustment of con
fidence levels in a water application recommendation as a function of
the number of sensors placed.