Modeling the Joint Effects of Vegetation Characteristics and Soil Properties on Ecosystem Dynamics in a Panama Tropical Forest
Open Access
- 12 January 2022
- journal article
- research article
- Published by American Geophysical Union (AGU) in Journal of Advances in Modeling Earth Systems
- Vol. 14 (1)
Abstract
In tropical forests, both vegetation characteristics and soil properties are important not only for controlling energy, water, and gas exchanges directly but also determining the competition among species, successional dynamics, forest structure and composition. However, the joint effects of the two factors have received limited attention in Earth system model development. Here we use a vegetation demographic model, the Functionally Assembled Terrestrial Ecosystem Simulator (FATES) implemented in the Energy Exascale Earth System Model (E3SM) Land Model (ELM), ELM‐FATES, to explore how plant traits and soil properties affect tropical forest growth and composition concurrently. A large ensemble of simulations with perturbed vegetation and soil hydrological parameters is conducted at the Barro Colorado Island, Panama. The simulations are compared against observed carbon, energy, and water fluxes. We find that soil hydrological parameters, particularly the scaling exponent of the soil retention curve (Bsw), play crucial roles in controlling forest diversity, with higher Bsw values (>7) favoring late successional species in competition, and lower Bsw values (1 ∼ 7) promoting the coexistence of early and late successional plants. Considering the additional impact of soil properties resolves a systematic bias of FATES in simulating sensible/latent heat partitioning with repercussion on water budget and plant coexistence. A greater fraction of deeper tree roots can help maintain the dry‐season soil moisture and plant gas exchange. As soil properties are as important as vegetation parameters in predicting tropical forest dynamics, more efforts are needed to improve parameterizations of soil functions and belowground processes and their interactions with aboveground vegetation dynamics.Keywords
Funding Information
- U.S. Department of Energy (KP1702010)
- National Science Foundation (EAR‐1360384)
- Princeton University
This publication has 107 references indexed in Scilit:
- Hydrological Networks and Associated Topographic Variation as Templates for the Spatial Organization of Tropical Forest VegetationPLOS ONE, 2013
- Differential Growth Responses to Water Balance of Coexisting Deciduous Tree Species Are Linked to Wood Density in a Bolivian Tropical Dry ForestPLOS ONE, 2013
- Recovery of saturated hydraulic conductivity under secondary succession on former pasture in the humid tropicsForest Ecology and Management, 2011
- Sensitivity analysis of unsaturated flow and contaminant transport with correlated parametersJournal of Hydrology, 2011
- Predicting and understanding forest dynamics using a simple tractable modelProceedings of the National Academy of Sciences, 2008
- Parameterization of Canopy Structure and Leaf-Level Gas Exchange for an Eastern Amazonian Tropical Rain Forest (Tapajós National Forest, Pará, Brazil)Earth Interactions, 2005
- Trophic interactions in a changing world: modelling aboveground–belowground interactionsBasic and Applied Ecology, 2004
- Marked differences between van Genuchten soil water-retention parameters for temperate and tropical soils: a new water-retention pedo-transfer functions developed for tropical soilsGeoderma, 2002
- The age of preferential flow pathsGeoderma, 2002
- A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer CodeTechnometrics, 2000