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KEYLINK: towards a more integrative soil representation for inclusion in ecosystem scale models-II: model
Omar Flores1,2, Gaby Deckmyn2, Jorge Curiel Yuste3,4
1Biogeography and Global Change, National Museum of Natural Sciences, Consejo Superior de Investigaciones Científicas, Madrid, Spain.
Peerj
|February 1, 2021
Summary
Introducing KEYLINK, a new model integrating soil structure, soil organic matter (SOM), and food webs. This model enhances predictions of soil carbon and water balances by considering soil functional diversity and trophic interactions.
Area of Science:
- Soil science
- Ecology
- Biogeochemistry
Background:
- Soil structure significantly impacts hydrology and soil organic matter (SOM) stabilization.
- Existing models often overlook the intricate role of soil structure.
- Integrating soil structure with SOM dynamics and soil food webs is crucial for accurate predictions.
Purpose of the Study:
- To introduce the KEYLINK model, which integrates soil structure with SOM pools and soil food web dynamics.
- To provide equations and parameter intervals for model implementation.
- To demonstrate the model's capability in predicting soil carbon and water balances.
Main Methods:
- Development of the KEYLINK model, incorporating soil structure, SOM pools, and trophic interactions.
- Parameterization using Bayesian calibration with an example from a Belgian pine forest.
- Simulation of five test cases: altered litter quality, predator exclusion, pH changes, and altered soil porosity.
Main Results:
- The KEYLINK model successfully simulates known phenomena related to soil parameters.
- Demonstrated linked effects of biopore formation, hydrology, and aggregation on soil functioning.
- Revealed significant trophic cascade effects of predation on the carbon cycle and SOM turnover.
Conclusions:
- KEYLINK effectively simulates the interconnectedness of soil structure, hydrology, and carbon cycling.
- Trophic interactions play a critical role in soil carbon sequestration and emissions.
- Incorporating soil functional diversity and trophic organization is essential for improving soil carbon and water balance predictions.
Keywords:
Ecosystem engineeringEcosystem modelsGrowth ratesHydrologyPredator exclusionSoil food webSoil matrixSoil organic matterSoil structureTrophic cascadesMore Related Videos
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