Evaluation of real-time PM2. 5 forecasts with the WRF-CMAQ modeling system and weather-pattern-dependent bias-adjusted PM2. 5 forecasts in Taiwan
FY Cheng, CY Feng, ZM Yang, CH Hsu… - Atmospheric …, 2021 - Elsevier
A real-time air quality forecasting (AQF) system was developed in Taiwan using the Weather
Research and Forecasting meteorological model and Community Multiscale Air Quality …
Research and Forecasting meteorological model and Community Multiscale Air Quality …
Long-range transport impacts from biomass burning and secondary pollutant sources based on receptor models during KORUS-AQ campaign
Scientific analyses were carried out to determine the effect of long-range transport of
particulate matters based on chemical speciation of fine particulate matters (PM 2.5) …
particulate matters based on chemical speciation of fine particulate matters (PM 2.5) …
Probing air pollution in the Taichung metropolitan area, Taiwan. Part 1: Comprehensive model evaluation and the spatial-temporal evolution of a PM2. 5 pollution …
MT Chuang, CCK Chou, CY Lin, JH Lee, WC Lin… - Atmospheric …, 2023 - Elsevier
Taichung City has become the second largest city in Taiwan, where PM 2.5 and O 3
pollution events occur frequently. The causes of these events urgently need a …
pollution events occur frequently. The causes of these events urgently need a …
Concurrent measurements of nitrate at urban and suburban sites identify local nitrate formation as a driver for urban episodic PM2. 5 pollution
J Li, SCH Ho, SM Griffith, Y Huang, RKY Cheung… - Science of The Total …, 2023 - Elsevier
Abstract Nitrate (NO 3−) is often among the leading components of urban particulate matter
(PM) during PM pollution episodes. However, the factors controlling its prevalence remain …
(PM) during PM pollution episodes. However, the factors controlling its prevalence remain …
Spatial-temporal evaluation of PM2. 5 concentration for health risk reduction strategy development in a basin with different weather patterns
Identifying the contribution of pollution sources to the atmospheric environment is critical to
make an effective pollution reduction strategy for controlling the regional air quality. Spatial …
make an effective pollution reduction strategy for controlling the regional air quality. Spatial …
[HTML][HTML] Quantifying source contributions to ambient NH3 using Geo-AI with time lag and parcel tracking functions
Ambient ammonia (NH 3) plays an important compound in forming particulate matters (PMs),
and therefore, it is crucial to comprehend NH 3′ s properties in order to better reduce PMs …
and therefore, it is crucial to comprehend NH 3′ s properties in order to better reduce PMs …
An Improved Attention-Based Integrated Deep Neural Network for PM2.5 Concentration Prediction
P Shi, X Fang, J Ni, J Zhu - Applied Sciences, 2021 - mdpi.com
The air quality prediction is a very important and challenging task, especially PM 2.5
(particles with diameter less than 2.5 μm) concentration prediction. To improve the accuracy …
(particles with diameter less than 2.5 μm) concentration prediction. To improve the accuracy …
Urban air pollution estimation using unscented Kalman filtered inverse modeling with scaled monitoring data
The increasing rate of urbanization requires effective and reliable techniques for air quality
monitoring and control. For this, the Air Pollution Model and Chemical Transport Model …
monitoring and control. For this, the Air Pollution Model and Chemical Transport Model …
Boundary layer characteristics over complex terrain in central Taiwan: Observations and numerical modeling
FY Cheng, YT Wang, MQ Huang, PL Lin… - Journal of …, 2022 - Wiley Online Library
The development of the atmospheric boundary layer and flow circulation becomes
complicated over complex terrain. A field campaign involving the acquisition of tethersonde …
complicated over complex terrain. A field campaign involving the acquisition of tethersonde …
Enhancing real-time PM2. 5 forecasts: A hybrid approach of WRF-CMAQ model and CNN algorithm
YJ Lee, FY Cheng, HC Chien, YC Lin, MT Sun - Atmospheric Environment, 2024 - Elsevier
As fine particulate matter (PM 2.5) poses significant environmental and human health risks,
there is an urgent need for accurate forecasting systems. In Taiwan, the current air quality …
there is an urgent need for accurate forecasting systems. In Taiwan, the current air quality …