This paper examines how changes in electricity costs can alter input u
se in farming and the resulting composition of output. The agricultura
l sectors of two states, Arizona and Colorado, are modeled using nonli
near optimization methods to estimate responses to changing relative f
uel costs. Simulation results suggest that farmers respond systematica
lly to increases in electricity costs, and do so in ways that involve
three areas of change: (1) the substitution between water and other in
puts; (2) the crop allocation on irrigated land; and (3) changes in th
e total irrigated area. For both states, higher electricity prices lea
d to reductions in water use, with most of these reductions accounted
for by reductions in electrically pumped groundwater use, with own-pri
ce own-price elasticities on the order of -0.64 and -0.68 for Arizona
and Colorado, respectively, a result comparable to estimates obtained
econometrically elsewhere. The results also confirm complementarity be
tween energy and irrigated land and substitutability between energy an
d dryland acreage.