A finite difference type algorithm with pro rata resource allocation

Citation
Tn. Brown et al., A finite difference type algorithm with pro rata resource allocation, ECOL MODEL, 126(1), 2000, pp. 1-8
Citations number
4
Categorie Soggetti
Environment/Ecology
Journal title
ECOLOGICAL MODELLING
ISSN journal
03043800 → ACNP
Volume
126
Issue
1
Year of publication
2000
Pages
1 - 8
Database
ISI
SICI code
0304-3800(20000201)126:1<1:AFDTAW>2.0.ZU;2-7
Abstract
We describe an algorithm that uses pro rata allocation between inter-pool f lows to meet conservation of mass/energy constraints and avoid execution or der dependence. More commonly used clipping methods do not satisfy these co nstraints when multiple flows from small pools exceed the total size of the pool. Overrun, which occurs when a pool is increased or decreased beyond i ts capacity, typically a decrease below zero, leads to failure to conserve mass. Clipping avoids overrun by restricting the size of pools, usually by setting negative values to zero, which can in turn lead to unacceptable err or levels in the simulation's output, particularly in terms of sensitivity to execution order. In addition to the normal 'current' and 'next' copies o f the system's state variables, this algorithm requires an 'output' copy, w hich sums outputs from each pool. Individual flows from a pool are divided by the output sum to determine the proportion of the pool each flow receive s. Additionally, the approach allows tracking of individual mass flows, whi ch are sometimes more interesting than their net effect on the pools on whi ch they operate. Implementation details and a comparison with a clipping ty pe algorithm are given in terms of a GIS based meadow ecosystem hydrology s ubmodel. In a simple test case. also presented, the pro rata algorithm more consistently tracks the target solution (given by an extremely small time step). (C) 2000 Elsevier Science B.V. All rights reserved.