CURRENT AQI — MUMBAI
158
Unhealthy for Sensitive Groups
Model Accuracy ±19.1 AQI
Last updated: just now
Today's Hourly AQI Trend
158
Current AQI
↑ 3 from yesterday
143
Predicted (Tomorrow)
↓ 15 expected
PM2.5
Primary Pollutant
62 μg/m³
4.2km
Visibility
Reduced
Weekly AQI Forecast
Skin Safety Today
DAILY SKIN SAFETY INDEX
42
out of 100
LowModerateHigh
Moderate Risk
Prediction Model
CNN-LSTM model predictions — actual vs predicted AQI analysis
Model MAE
36.62
AQI units avg error
Model Error Range
±19.1
As reported in notebook
MAPE
26.42%
Mean abs % error
Architecture
CNN-LSTM
ResNet18 + LSTM (7-day window)
Actual AQI vs Predicted AQI
7-Day AQI Forecast
AQI Category Distribution
Validation Dataset (Actual vs Predicted)
| Date | Actual AQI | Predicted AQI | Error | Category |
|---|
Indoor AQI Management
Improve your indoor air quality with plants, purifiers, and smart habits
Plant Recommendation Engine
RECOMMENDED PLANTS
0
Calculating...
Health Risks of Poor Indoor Air
Respiratory Issues: High PM2.5 indoors can cause asthma, bronchitis, and reduced lung function over time.
Cognitive Decline: Studies show poor air quality reduces concentration, memory, and cognitive performance.
Cardiovascular Stress: Long-term exposure increases risk of heart disease and stroke by 20-30%.
Sleep Disruption: VOCs and CO₂ buildup during sleep affects sleep quality and morning alertness.
🔧 DIY Air Purifier at Home
1
Get a Box Fan (20-inch works best)
A standard household box fan, available for ₹800-1500 at any electronics store.
2
Attach MERV-13 Filter
Secure a 20"x20"x1" MERV-13 furnace filter to the back of the fan with tape. Cost: ₹600-1200.
3
Run Continuously in Occupied Room
Place in the center of room. Can reduce PM2.5 by 70-90%. Replace filter monthly.
💊 Treatments & Remedies
Ayurvedic: Tulsi tea daily, Triphala churna, steam inhalation with eucalyptus oil, Chyawanprash for immunity building.
Pharmacy: Levocetrizine for allergies (₹30-80), Budecort inhaler for asthma (₹150-300), N95 masks (₹50-200 each).
See a Doctor If: Persistent cough >2 weeks, chest tightness, difficulty breathing, wheezing sounds, or blood in mucus.
Home Care: Keep windows closed 8AM-12PM (peak pollution), vacuum with HEPA filter, use exhaust fans while cooking.
Mumbai AQI Map
Click any area on the map to see its AQI data
MUMBAI GEOGRAPHICAL MAP — CLICK AN AREA
SELECTED AREA
← Click any area on the map
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AREA AQI COMPARISON
News & Health Guidelines
Latest AQI news, government advisories, and health safety guidelines
Latest AQI News
Health Effects by Age Group
Our Team
The researchers and engineers behind AirSense Mumbai
Research & Achievements
RESEARCH PAPERS
"Analyzing Weather Parameters to Predict Optimal Timing for Cognitive Development of Humans" — AQI and PM2.5 levels influence optimal time windows for safe physical and cognitive activities.
ISBN: 978-93-6076-799-0
"Phytoremediation Strategies for Improving Enclosed Indoor Air Quality" — Indoor plants improve IAQ by reducing CO₂, VOCs, and PM through phytoremediation in controlled environments.
ISBN: 978-93-48606-60-0
"Scalable Spatiotemporal Estimation of Particulate Matter via MultiSource Data Fusion and Deep Learning: A Comprehensive Review" — Satellite AOD and ML models improve PM2.5/PM10 estimation and forecasting despite sparse ground monitoring networks.
ISSN No: 2584-184X
HACKATHONS & INTERNSHIPS
WATCH Weather and climate International — Represented University at International Hackathons.
CUNY Research Internship — Collaborative research with City University of New York and SNDT Womens University on urban air quality monitoring systems.