NTB Air Vision

AirQ System Initializing...

Monitoring Stations

OpenAir Analysis

Analysis Type

OpenAir R Module

Statistical analysis of air quality monitoring data with directional wind analysis and source characterization.

AERMOD Parameters

Emission Source

Pollutant

Wind Direction (deg) 230 deg

Wind Speed (m/s) 3.5 m/s

Stability Class

AERMOD Gaussian Plume

Near-field regulatory dispersion model (<=50 km). Uses Pasquill-Gifford coefficients.

CALPUFF Parameters

Simulation Duration (hours) 12 hrs

Pollutant

CALPUFF Lagrangian Puff

Long-range, non-steady-state transport from all sources. Simulates sea-land breeze patterns.

ISPU Forecast

Forecast Horizon (hours)

AI-Assisted Prediction

Combines projected meteorological patterns with industrial emission profiles to estimate future air quality trends.

Reports & Export

Current Summary

Export Format

Historical Trends

Station

Pollutant

Regulatory Compliance

Generated reports follow standard environmental reporting structures for PM10, PM2.5, and gaseous pollutants.

NTB Regional Monitoring

12 Stations across Lombok (6) and Sumbawa (6)

Island Filter

Heatmap Pollutant

Stations

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ML-Powered Analysis

Select Tool

Forecast Horizon

Scientific ML Tools

All tools based on peer-reviewed papers (200+). Ensemble SVM+RF+XGBoost for classification, Kalman filter for forecasting, WHO AirQ+ for health assessment.

Satellite Monitoring

Data Sources

Sentinel-5P (ESA) - NO2, CO, SO2, O3

NASA POWER - Meteorological data

Data Type

Station

Satellite Data

Sentinel-5P provides atmospheric composition data at 7km resolution. NASA POWER provides meteorological parameters for dispersion modeling.

Legend

Station

Analysis

Source Info