README.md

---
title: CAMS Air Pollution Dashboard
emoji: 🌍
colorFrom: green
colorTo: blue
sdk: docker
pinned: false
license: mit
app_port: 7860
---

# CAMS Air Pollution Dashboard

A comprehensive web application for visualizing atmospheric composition data from the Copernicus Atmosphere Monitoring Service (CAMS).

## Features

- 🌍 Interactive air pollution maps for India
- 📊 Multiple pollutant visualization (PM2.5, PM10, NO2, O3, CO, etc.)
- 🎨 Various color themes for data visualization
- 📁 Support for NetCDF file uploads
- 🌐 Direct CAMS data download integration
- 📈 Statistical analysis and hover information

## Usage

1. Upload your own NetCDF files or download CAMS data for specific dates
2. Select variables, pressure levels, and time points
3. Generate static or interactive pollution maps
4. Explore air quality data with detailed statistics

## Data Source

This application uses data from the Copernicus Atmosphere Monitoring Service (CAMS), which provides global atmospheric composition forecasts and analyses.

## Note

For downloading CAMS data, you'll need to set up CDS API credentials. You can upload your own NetCDF files to explore the visualization features without API access.