cpcb

AI-powered air quality prediction system using satellite data and machine learning

Monitoring Air Pollution from Space using Satellite Observations, Ground-Based Measurements, Reanalysis Data, and AI/ML Techniques

Satellite-derived Surface AQI estimation & TROPOMI HCHO hotspot detection/attribution over India using INSAT-3D, Sentinel-5P, ERA5 & ML | ISRO BAH-2026

VasAQ: An air quality analytics platform using NMF for source identification and Random Forest Regression for 15-day AQI forecasting. Powered by CPCB (data.gov.in) and Visual Crossing data.

The following repository contains simple sets of code to clean, restructure and assess data downloaded from Central Pollution Control Board Data

BioWaste AI is an AI-powered web application that classifies biomedical waste and provides CPCB-compliant disposal guidance using natural language input

Screening-level BOD-DO compliance modelling for the Wazirabad-Okhla reach of the Yamuna in Delhi: 1D Streeter-Phelps, 2000-run Latin Hypercube Monte Carlo, CPCB Class C compliance probabilities. Built from public CPCB station data 2018-2022.

A statistical weather & air-quality instrument for any city on Earth — search or geolocate, CPCB AQI, no backend, no build step, no API keys

Predicting Water Quality Index (WQI) and categorical classification using Deep Learning Neural Networks on CPCB India environmental monitoring data (2019-2022).

Bangalore air-quality hotspot analysis — clustering daily AQI from 14 CPCB/KSPCB stations (2024) with K-Means, hierarchical & DBSCAN

India's air quality on one map — official CPCB AQI breakpoints, weighted state roll-up so bad cities can't hide behind good ones, centroid gap-filling for missing stations.

Cloud-native geospatial-ML platform for India: fuses satellite (Sentinel-5P HCHO, MAIAC AOD), reanalysis & ground-station data to estimate surface air quality (CPCB NAQI) and detect HCHO hotspots with fire-transport attribution. BAH2026 PS-3.

Airpy is a tool to preprocess CPCB data, validated using vizualizations

Personal air-exposure agent for India. Every AQI app tells you the air is bad — Saans tells you which hour to go out. Telegram bot, Hindi + English, zero dependencies.