# Explain Vegetation Patterns

In this use case, we evaluate NDVI time-series data to understand vegetation development and variability across multiple fields. Using the connected **GeoPard MCP**, LLM retrieves NDVI values over the selected date range and summarizes trends for each field boundary. This helps reveal differences in crop vigor, detect stress periods, and highlight spatial patterns that may indicate nutrient needs, moisture issues, pest pressure, or management variations.

The resulting visualizations show NDVI distribution and boxplot comparisons field-by-field, enabling clear side-by-side interpretation.

{% hint style="success" %}
Ensure GeoPard MCP is connected before running this workflow. Setup details are provided [here](https://docs.geopard.tech/geopard-tutorials/product-tour-web-app/geopard-mcp/connect-geopard-mcp).
{% endhint %}

{% @arcade/embed flowId="SE2q59v13CzRZTn2jv25" url="<https://app.arcade.software/share/SE2q59v13CzRZTn2jv25>" %}

Below, you’ll find the reports and explanation.

<figure><img src="https://3272281156-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FR2mVrwI7jigIhBfcujy6%2Fimage.png?alt=media&#x26;token=dc815b6e-10a8-472b-a417-5acc990c41c3" alt="NDVI Trend Comparison"><figcaption><p>NDVI Trend Comparison</p></figcaption></figure>

<figure><img src="https://3272281156-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FkTIaiLf0YGM9pygOiaKT%2Fimage.png?alt=media&#x26;token=b4146388-db92-46ac-ae5c-76556be5e11f" alt="NDVI Distribution per Field"><figcaption><p>NDVI Distribution per Field</p></figcaption></figure>

<figure><img src="https://3272281156-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FYICBELdyAXXebKAzfLOR%2Fuploads%2FNLkdn4GUZwidAsyNScqu%2Fimage.png?alt=media&#x26;token=a526342b-a839-43cc-809f-251d924227d2" alt="NDVI Comparison per Field at Key Dates"><figcaption><p>NDVI Comparison per Field at Key Dates</p></figcaption></figure>