# Environmental Intelligence

Environmental data, made visible.

- Author: [Konstantinos Toulis](https://ktoulis.com/#about)
- Role: Business Technology & AI Solutions Architect
- Category: Data & decisions
- Project type: Research pilot
- Canonical page: https://ktoulis.com/work/environmental-platform.html

## Overview

A source-aware environmental intelligence dashboard combining observations, satellite data and reproducible analytics.

## The business challenge

Make environmental information easier to explore while retaining provenance and clear limits on experimental models.

## The connected solution

An ingestion and analytics pipeline supports a dashboard with environmental and satellite observations. Forecasting remains experimental and runs in shadow mode.

## The workflow

1. Observe
2. Ingest
3. Analyse
4. Explore

The workflow is an illustration. Project scope and limitations are described below.

## Built with / focus areas

- Astro
- Python
- Copernicus
- Leaflet
- uPlot

## Focus

- Data pipelines
- Geospatial
- Experimental forecasting

## Scope and disclosure

Research demonstration. Private sources and underlying datasets are not exposed.

## Contact

[Discuss a similar project by email](mailto:kt@ktoulis.com).

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