Using GoldSim to Simulate the
Impact of California’s Water Management Practices on Salmon
Populations
California’s salmon population has plummeted more than 88
percent since its all-time high five years ago, reaching a
near-record low. Such unprecedented collapse is coupled with
an increasingly arid environment and dwindling water
resources, burdening the state with exceedingly complex
water management issues that affect humans and wildlife
alike. As in any ecosystem, critical (and sometimes
unexpected) cause-and-effect relationships exist; one small
fluctuation in water flow or temperature, for example, can
have a profound, long-term impact on salmon. Accordingly, it
was imperative that California’s water management strategies
not only met state-wide water needs but also helped recover
and sustain its troubled fish populations.
That was easier said than done. Storing and delivering
water while minimizing disturbance to the natural
environment was – and continues to be – a very delicate
balance. To compound the complexity further, scientists and
decision-makers needed to ensure their strategies were based
on sound quantitative – not just qualitative –
research. (While scientists have worked to model and
quantify such cause-effect relationships in the past, the
methods used were cumbersome and based on old technology.
Excel spreadsheets were the tools of choice, yet had limited
capacity and were difficult to explain to scientists, state
officials, and the public.)
To help in this difficult task, the State of California
and
Cramer Fish Sciences (Cramer), a Sacramento fisheries
and environmental consultancy chose to use GoldSim develop a
salmon life cycle model that analyzed how each of four
proposed water management strategies would impact the
state’s salmon populations.

The model was a resounding success. It forecasted how
small changes in various water projects would affect current
and future salmon populations. Using the GoldSim model,
Cramer was able to identify the most viable,
environmentally-friendly water management strategy for the
state.
The GoldSim model empowered Cramer with a level of
scientific confidence and detailed modeling that had
theretofore been unattainable. “That’s hugely important,”
said Brad Cavallo, a fisheries scientist at Cramer.
“Previously, our research was more about what we think
the relationships are. Using GoldSim, however, we can
computationally show the likely outcomes of alternative
water project operations, habitat improvement actions, and
fishery management strategies.”
Equally important, the modeling results were no longer
limited to mathematically-inclined scientists. GoldSim’s
user interface translated the complex computations into an
understandable, more layman-friendly format that not only
resonated with scientists across the field but also state
decision-makers.

The success of this initial implementation has spurred
scientists and decision-makers to use modeling to address
and make changes to its water delivery systems for state and
federal projects. The state is currently using GoldSim to
identify new facilities to reliably deliver water while
helping recover salmon in the Sacramento-San Joaquin Delta
ecosystem, and is developing a model to project how
alternative water diversion structures and operations will
affect the area’s salmon runs. |