OIKOS 94: 533 – 547. Copenhagen 2001
Adding artificial feedback to a simple aquatic ecosystem: the
cybernetic nature of ecosystems revisited
John E. Petersen
Petersen, J. E. 2001. Adding artificial feedback to a simple aquatic ecosystem: the
cybernetic nature of ecosystems revisited. – Oikos 94: 533 – 547.
A cybernetic system can be defined as one controlled by feedback, that is, a system
in which input is partially determined by output. I explored the cybernetic properties
of a simple planktonic ecosystem by introducing an artificial feedback loop; light
energy delivered to the system was linked to the ecosystem’s productivity and
respiration. Specifically, I programmed a computer to turn lights on and off when
dissolved oxygen reached low and high setpoints, respectively. Three treatments were
applied that differed in light intensity and in range between high and low setpoints.
Experiments were repeated under high and low nutrient conditions. The added
feedback did not substantially alter responses to limiting factors from those expected
under fixed duration lighting. However, several novel features were observed, includ-
ing poor coupling between productivity and respiration, similar patterns in energy
demand among treatments, and oscillations in primary productivity. These observa-
tions can be viewed as support for a holistic, cybernetic view of ecological systems.
This view complements the dominant mechanistic-reductionist perspective on causal-
ity in ecosystems. The experimental addition of new feedback is apparently a useful
means of investigating the self-organizational properties of ecosystems and may also
improve our understanding of the consequences of anthropogenically induced feed-
back in natural and managed systems.
J. E. Petersen, Oberlin College, Center for Enironmental Studies, 122 Elm St.,
Oberlin, OH 44074, USA ( john.petersen@oberlin.edu).
‘‘Neither a purely reductionist approach nor a merely holis-
tic perspective is sufficient to encompass the intrinsic nature
of the system’s behavior.’’ (Pahl-Wostl 1993)
The mechanistic-reductionist approach to science is
characterized by the search for cause at the next lower
level in a hierarchy of causality (Ulanowicz 1990). This
bottom-up approach to scientific inquiry is perhaps
epitomized by the ‘‘central dogma’’ of biology (DNA
codes for RNA which codes for proteins). Although
this reductionist approach has contributed to the revo-
lutionary advances that we have recently witnessed in
molecular genetics, it has not led to similar advances in
ecosystem science (Jørgensen et al. 1992, Ulanowicz
1997). Indeed, what might be termed the central mantra
of systems ecology – ‘‘the whole is greater than the sum
of its parts’’ – can be viewed as an explicit acknowledg-
ment that there is a broad range of phenomena that can
only be observed and interpreted at the whole-system
level, and that these phenomena are therefore not
amenable to the power of a purely reductionist
approach.
At the heart of the holistic versus reductionist schism
is the issue of what controls the ecological behavior
that we observe. During the early 1980s, ‘‘cybernetics’’,
the study of control systems (Wiener 1948, Ashby
1963), provided the context for a lively debate of this
issue (Engelberg and Boyarsky 1979, Patten and Odum
1981, Straskraba 1983). Patten and Odum (1981) of-
fered a minimalist definition that distinguished cyber-
netic systems from non-cybernetic systems by the
presence of feedback control; in cybernetic systems,
‘‘input is determined, at least in part, by output’’.
Accepted 2 April 2001
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OIKOS 94:3 (2001) 533