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Are more complex physiological models of forest ecosystems better choices for plot and regional predictions?Author(s): Wenchi Jin; Hong S. He; Frank R. Thompson
Source: Environmental Modelling & Software. 75: 1-14.
Publication Series: Scientific Journal (JRNL)
Station: Northern Research Station
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DescriptionProcess-based forest ecosystem models vary from simple physiological, complex physiological, to hybrid empirical-physiological models. Previous studies indicate that complex models provide the best prediction at plot scale with a temporal extent of less than 10 years, however, it is largely untested as to whether complex models outperform the other two types of models at plot and regional scale in longer timeframe (i.e. decades). We compared model predictions of aboveground carbon by one representative model of each model type (PnET-II, ED2 and LINKAGES v2.2, respectively) with field data (19-77 years) at both scales in the Central Hardwood Forests of the United States. At plot scale, predictions by complex physiological model were the most concordant with field data, suggesting that physiological processes are more influential than forest composition and structure. Hybrid model provided the best predictions at regional scale, suggesting that forest composition and structure may be more influential than physiological processes.
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CitationJin, Wenchi; He, Hong S.; Thompson, Frank R., III. 2016. Are more complex physiological models of forest ecosystems better choices for plot and regional predictions?. Environmental Modelling & Software. 75: 1-14.
KeywordsProcess-based forest ecosystem models, Carbon, Model comparison, Decadal scale, Plot scale, Regional scale
- Ecological scale and forest development: squirrels, dietary fungi, and vascular plants in managed and unmanaged forests.
- Regional estimation of current and future forest biomass
- Disturbance history, species diversity, and structural complexity of a temperate deciduous forest
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