The consequences of hierarchy for modeling in forest ecosystems

Citation
Ap. Robinson et Ar. Ek, The consequences of hierarchy for modeling in forest ecosystems, CAN J FORES, 30(12), 2000, pp. 1837-1846
Citations number
67
Categorie Soggetti
Plant Sciences
Journal title
CANADIAN JOURNAL OF FOREST RESEARCH-REVUE CANADIENNE DE RECHERCHE FORESTIERE
ISSN journal
00455067 → ACNP
Volume
30
Issue
12
Year of publication
2000
Pages
1837 - 1846
Database
ISI
SICI code
0045-5067(200012)30:12<1837:TCOHFM>2.0.ZU;2-R
Abstract
An overview of forest ecosystem models in the context of hierarchies is pre sented, considering spatiophysical, mechanistic, temporal, usage, and range resolutions. We argue that models of forest ecosystem dynamics can be trea ted as inherently hierarchical structures of discrete submodels or modules. These submodels represent distinct but connected processes, such as growth , mortality, or regeneration. This approach has important ramifications for model building, fitting, criticism, and application. It provides new strat egies for dealing with common modeling problems, such as component choice, as well as placing in context established modeling strategies. A system of categories that avoids popular and simplistic dichotomies is provided to as sist in model classification. The need for more sophisticated techniques at each stage of model construction is demonstrated, and candidate solutions are suggested.