ecological modelling 206 ( 2 0 0 7 ) 400–406
available at www.sciencedirect.com
journal homepage: www.elsevier.com/locate/ecolmodel
Equivalence of throughflow- and storage-based environs
Seth A. Bata
a,*
, Stuart R. Borrett
b
, Bernard C. Patten
c
, Stuart J. Whipple
c
,
John R. Schramski
c
, David K. Gattie
d
a
Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA
b
Computational Learning Laboratory, CSLI, Stanford University, Stanford, CA 94305, USA
c
Institute of Ecology, University of Georgia, Athens, GA 30602, USA
d
University of Georgia, Driftmier Engineering Center, Department of Biological & Agricultural Engineering, Faculty of Engineering,
Athens, GA 30602, USA
article info
Article history:
Received 6 October 2006
Received in revised form
24 March 2007
Accepted 3 April 2007
Published on line 23 May 2007
Keywords:
Throughflow environ
Storage environ
Ecosystem
Network
Ecological network analysis
Holism
abstract
An environ is a within-system partition of the environment associated with each ecosystem
component. The methodologies for calculating throughflow-based and storage-based envi-
rons have heretofore been considered quantitatively and qualitatively different. Below, we
show, from the fundamental environ equations, that these two approaches are mathemat-
ically equivalent by proving the throughflow-storage-equivalence relationship,
T
E =
S
E. This
implies that ecosystem flows of energy or matter to storage and throughflow are one and
the same, differing only in storage delays (flow impedances) along the way in the storage
case.
© 2007 Elsevier B.V. All rights reserved.
1. Introduction
1.1. Review of the development of ecological
input–output analysis
Lotka (1925) and Lindeman (1942) were among the first to rec-
ognize the usefulness of analyzing flows of energy and matter
in an ecosystem. Systems ecologists have since developed
several approaches which can be traced back to earlier devel-
opments in economic input–output analysis. The common
objective of these approaches was to analyze the properties
derivable from the system, represented as a network of flows.
Leontief (1941) first proposed a demand-driven (or time-
backward) approach in modeling currency flow in economic
∗
Corresponding author. Tel.: +1 706 614 0439.
E-mail address: sbata@aol.com (S.A. Bata).
systems. An approach that addressed the supply-driven (or
time-forward) case was subsequently put forth by Ghosh
(1958) and later by Augustinovics (1970). The concepts asso-
ciated with input–output theory were soon applied to other
systems. Hannon (1973) was the first to bring this insight into
the realm of ecosystem study.
A handful of major lines of thought has since devel-
oped somewhat independently of one another in ecological
input–output analysis. Costanza (1980) and Hannon focused
on applications to ecological economics. Christensen and
Pauly (1992) developed algorithms that balance ecosystem
models, which have since found application through imple-
mentation of the software ECOPATH. Ulanowicz (1986, 1997)
examined the goal orientation of ecosystems. Through his
0304-3800/$ – see front matter © 2007 Elsevier B.V. All rights reserved.
doi:10.1016/j.ecolmodel.2007.04.005