In 1998, the North Carolina Legislature mandated a 30% reduction in the nit
rogen loading in the Neuse River in an attempt to reduce undesirable enviro
nmental conditions in the lower river and estuary. Although sophisticated s
cientific models of the Neuse estuary exist, there is currently no study di
rectly relating the nitrogen-reduction policy to the concerns of the estuar
ine system's stakeholders. Much of the difficulty lies in the fact that exi
sting scientific models have biophysical outcome variables, such as dissolv
ed oxygen, that are typically not directly meaningful to the public. In add
ition, stakeholders have concerns related to economics, modeling, implement
ation, and fairness that go beyond ecological outcomes. We describe a decis
ion-analytic approach to modeling the Neuse River nutrient-management probl
em, focusing on linking scientific assessments to stakeholder objectives. T
he first step in the approach is elicitation and analysis of stakeholder co
ncerns. The second step is construction of a probabilistic model that relat
es proposed management actions to attributes of interest to stakeholders. W
e discuss how the model can then be used by local decision makers as a tool
for adaptive management of the Neuse River system. This discussion relates
adaptive management to the notion of expected value of information and ind
icates a need for a comprehensive monitoring program to accompany implement
ation of the model. We conclude by acknowledging that a scientific model ca
nnot appropriately address all the stakeholder concerns elicited, and we di
scuss how the remaining concerns may otherwise be considered in the policy
process.