AIR QUALITY AND CLIMATE DATABASE SERVICES
Database Services
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Air Quality Forecast
A WRF-Chem Modeling System is configured through suitable physics parameterized schemes for PM2.5 air quality forecasting in the tropics focusing on Thailand and the Lower Mekong Sub-region.
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Weather Forecast
A WRF model with a consideration of cloud-aerosol Interaction coupled with a chem model is applied for a 15-day weather forecast using a Global Forecasting System data complemented with the REANALYSIS dataset (FNL).
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Seasonal Climate Forecast
Seasonal climate anomalies are analyzed from the forecasted climate data products from the NCEP coupled forecast system model version 2 (CFSv2) and the WCRP Coupled Model Intercomparison Project-Phase 6 (CMIP6).
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Health Impact Assessment
Haze pollution has posed various severe adverse health effects to human health. Machine learning is employed to estimate and forecast the relative risk of short-term health impacts including triggered mortality cases.
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Atmospheric Sensing
Various atmospheric remote sensing products from different available satellite products are processed and analyzed to report the daily summary of atmospheric status within thailand and the region.
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Emission Inventory
Near Real-Time Emissions from various sources are estimated as the magnitude of hourly emissions for the WRF-Chem forecasting system. The sectoral emissions from the previous years are archived and processed.
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Hotspot Detections
The hotspots from various detected satellites are analyzed for the biomass burning emissions from agricultural activities and forests at the near real-time emissions for the WRF-Chem Forecasting System.
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Thailand Disaster Statistics
Daily summaries of provincial disaster statistics in Thailand are collected and analyzed. The Power BI is used to report the information for the policy planning and decision-making process from risk to resilience: E2E+EWS.
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