# Soil Organic Matter Model AI Agent Connect

> Predictive modeling for soil organic matter dynamics and carbon sequestration.

## Overview
- **Category:** agriculture
- **Price:** Free
- **Endpoint:** https://edge.vinkius.com/vk_preview_pvwLh4LvsvF94wVR7g8C8Sz2yU2mYGzZeO5UDYY7/ai-agent-connect
- **Tags:** soil, carbon, agriculture, ecology, modeling

## Description

This MCP server provides a predictive modeling engine to simulate the accumulation, decomposition, and steady-state levels of Soil Organic Matter (SOM). It allows AI agents to calculate annual SOM changes using `calculate_annual_som_change`, estimate long-term equilibrium with `predict_steady_state`, quantify carbon capture via `get_carbon_sequestration_rate`, and assess soil health through `evaluate_productivity_impact`. It is designed to help agricultural planners and environmental scientists model the impact of tillage, climate, and residue management on soil health.

## Tools

### calculate_annual_som_change
Determines the net change in SOM percentage for a single year

### evaluate_productivity_impact
Translates SOM changes into a qualitative and quantitative assessment of soil productivity

### get_carbon_sequestration_rate
Quantifies the efficiency of a management practice in capturing atmospheric carbon into the soil

### predict_steady_state
Estimates the long-term equilibrium SOM level under a constant management regime

## Prompt Examples

**Prompt:** 
```
Calculate the annual SOM change for a soil starting at 3% SOM, with 5 units of residue at a 25 C:N ratio, medium tillage, and temperate climate factors (temp: 1.0, moisture: 1.0).
```

**Response:** 
```
The net annual SOM change is 0.15%, resulting in a new SOM percentage of 3.15%.
```

**Prompt:** 
```
What will be the steady-state SOM level if I maintain a 2% residue input and medium tillage in a tropical climate?
```

**Response:** 
```
The predicted equilibrium SOM level is 2.45%, and it will take approximately 12 years to reach this state.
```

**Prompt:** 
```
How much carbon is sequestered per hectare if the annual SOM change is 0.2% in a soil with 1.3 g/cm3 density and 20cm depth?
```

**Response:** 
```
The total carbon sequestered is 5.2 metric tons per hectare per year.
```

## Frequently Asked Questions

**How can I predict the long-term stability of my soil?**
You can use the `predict_steady_state` tool to estimate the long-term equilibrium SOM level under your current management regime.

**Can this model calculate carbon sequestration?**
Yes, the `get_carbon_sequestration_rate` tool quantifies the mass of carbon sequestered per hectare per year based on SOM changes and soil properties.

**How does tillage affect the model results?**
Tillage intensity is a key input for `calculate_annual_som_change`. Higher intensity increases the decomposition rate, which can reduce the net SOM change.