Modified cycling index for ecological applications
1984, Ecological Modelling
https://doi.org/10.1016/0304-3800(84)90033-4Abstract
Published measures of cycling in compartmental models are based on throughflow. Throughflow consists of flow only, not storage. Inclusive throughflow is introduced as a concept that includes both flow and storage. Cycling measures based on this concept are developed. Two Markov chains expressing the probability of transfer of substance from compartment j to i in one unit of transition time are constructed. The first is the conventional, throughflow-based model; second is an extended model based on inclusive throughflow with adjustable time step. This latter model is considered for two cases: storage accounted for and ignored, and is employed to illustrate derived relationships utilizing a small ecosystem energy flow model. Principal conclusions are: (1) cycling measures derived from the conventional throughflow-based model would overestimate cycling as given by the inclusive throughflow model, because they fail to distinguish storage from true cycling; (2) storages exceed cycled flow over low-ordered paths, but (3) decline in importance with increasing path length; (4) path diversity is greater in systems with storage than in corresponding systems without storage; (5) nonstorage path numbers increase combinatorially with path length; (6) cycling tends to become dominant over storage at higher path lengths, and (7) at differing rates for different compartments; (8) true cycling efficiency of each compartment i for the inclusive through flow model is corrected from the conventional model formulation (q;;-1)/q;; to [qii-1/(1-P;;)]/qii (P;, is the probability of substance in i remaining there over a transition time interval; q, is the cumulative substance returned to i over all paths of all lengths in the system); (9) this corrected cycling efficiency of each compartment with respect to inclusive throughflow equals that of the same compartment with respect to only the throughflow component as derived from the conventional model; (10) on the system level, however, the modified cycling index based on inclusive throughflow gives different values for cycling than the published cycling index derived from conventional throughflow; and (11) the modified cycling measures based on the inclusive throughflow model with an adjustable time step are independent of the chosen time step, and thus valid even for the continuous time case which is approached by the employed discrete time model as the time step approaches zero.
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