UPPER KLAMATH BASIN GROUND-WATER STUDY
Phase IV --Optimization Modeling
Traditional use of numerical models in solving management problems
has involved the simulation of a few plausible management
scenarios among an infinite number of possible options. Resource
managers then must then compare the simulated results of this
limited set of scenarios, and chose the one with the least
negative impacts. This traditional usage does not necessarily
identify the optimal scenario. In addition, the traditional usage
may have emphasized the effects of water use on one valued
resource, whereas commonly objectives involve the need to evaluate
effects on several valued resources. Methods are now available by
which ground-water models can be used with optimization methods to
identify management schemes that meet multiple resource allocation
objectives under various hydrologic and economic constraints.
Using these methods, an infinite number of management scenarios
are effectively evaluated rather than the few that could be
evaluated using traditional methods.
The coupling of ground-water models with optimization procedures
requires two mathematical models: one, a ground-water flow model,
and the other, a model containing economic or hydraulic
evaluations of flow-model outcomes run under a set of constraints.
The coupled models are designed to reach optimal solutions to
stated objectives which can be couched in economic terms (e.g.
minimize the cost of water), or hydraulic terms (e.g. maximize the
pumping available to supplement streamflow) while honoring
constraints (e.g. ground-water discharge to the lake is not
reduced by more than 10 percent). Recent developments which allow
for the optimization of several objectives at the same time have
been very useful in other parts of the United States for dealing
with conjunctive-use management of SW/GW systems- systems where
management schemes need to address conflicting objectives.
Objectives
Approach
The cooperating agencies will be consulted to
define potential management objectives in the basin as well as the
limitations (constraints) on development of water resources.
These objectives and constraints will be expressed in mathematical
form and used to test the coupled optimization model. From this
work, a set of optimal management solutions will be identified for
consideration by water-resource management agencies in the basin
as part of their planning and policy making missions.
The management solutions identified using the
optimization model will be compared with results of management
scenarios evaluated in phase III. For a valid comparison, the
same management objectives underlying the scenarios defined for
simulation in phase III, should be used in the optimization model
with appropriate constraints. Examples of comparisons that might
be made are: 1) locations and pumping rates of wells determined
with the optimization model versus those defined in the scenario,
2) simulated changes in spring and stream flow using the optimal
solution versus the scenario, or 3) simulated changes in
ground-water levels using the optimal solution versus the
scenario. Such comparisons would evaluate the potential for
improvement in present management schemes in addition to serving
as an illustration of the utility of the optimization procedures.
Products
o An optimization model for the basin
o A demonstration of the use of optimization modeling for
specific objectives and constraints.
o A report describing the optimization model and its use.
Back to the Upper Klamath Ground-Water Study page
Back to the Oregon Water Science Center Studies page
Contact: Marshall Gannett < mgannett@usgs.gov >
USGS, 10615 SE. Cherry Blossom Drive, Portland, OR 97216