Sensitivity Analysis of Decision Rules in an Agent-Based Agro-Ecological Model
In brief
- Dedicated method to analyze hierarchical decision spaces in agro-ecological agent-based models.
- Identifies key parameters affecting outcomes such as nitrogen leaching or crop yields.
- Uses surrogate models and adapted HSIC-ANOVA analysis.
This paper introduces a novel method to analyze the impact of decisions in an agent-based agro-ecological model. The technique, tailored for hierarchical spaces, identifies key choices influencing outcomes like nitrogen leaching or crop yields.
What it changes for you
- AgricultureEnables agronomists to pinpoint critical decisions for optimizing farming practices and reducing environmental impact.
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