Characterization of temporal PM2.5, nitrate, and sulfate using deep learning techniques

Using a Land Use Regression Model with Machine Learning to Estimate Ground Level PM2.5

(2021) Pei-Yi Wong et al.   ENVIRONMENTAL POLLUTION

Chronic Exposure to PM2.5 Nitrate, Sulfate, and Ammonium Causes Respiratory System Impairments in Mice

(2021) Jushan Zhang et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Current advances and future challenges of AIoT applications in particulate matters (PM) monitoring and control

(2021) Chao-Tung Yang et al.   JOURNAL OF HAZARDOUS MATERIALS

Forecasting Air Quality in Taiwan by Using Machine Learning

(2020) Mike Lee et al.   Scientific Reports

Optimized clustering-based discovery framework on Internet of Things

(2020) Monika Bharti et al.   JOURNAL OF SUPERCOMPUTING

Deep Learning for Prediction of the Air Quality Response to Emission Changes

(2020) Jia Xing et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Combined use of principal component analysis and artificial neural network approach to improve estimates of PM2.5 personal exposure: A case study on older adults

(2020) Shuang Gao et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Pollution severity-dependent aerosol light scattering enhanced by inorganic species formation in Beijing haze

(2020) Qingxia Ma et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Responses of gaseous sulfuric acid and particulate sulfate to reduced SO2 concentration: A perspective from long-term measurements in Beijing

(2020) Xiaoxiao Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Optimal resource selection framework for Internet-of-Things

(2020) Monika Bharti et al.   COMPUTERS & ELECTRICAL ENGINEERING

High temporal resolution prediction of street-level PM2.5 and NOx concentrations using machine learning approach

(2020) Zhiyuan Li et al.   JOURNAL OF CLEANER PRODUCTION

Explore spatio-temporal PM2.5 features in northern Taiwan using machine learning techniques

(2020) Fi-John Chang et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Long-term variations in PM2.5 concentrations under changing meteorological conditions in Taiwan

(2019) Fang-Yi Cheng et al.   Scientific Reports

Large–scale seasonal control of air quality in Taiwan

(2019) Chi-Hua Wu et al.   ATMOSPHERIC ENVIRONMENT

Seasonal and spatial variability of secondary inorganic aerosols in PM2.5 at Agra: Source apportionment through receptor models

(2019) Awni Agarwal et al.   CHEMOSPHERE

Predicting PM 10 concentration in Seoul metropolitan subway stations using artificial neural network (ANN)

(2018) Sechan Park et al.   JOURNAL OF HAZARDOUS MATERIALS

Adaptive Deep Learning-based Air Quality Prediction Model Using the Most Relevant Spatial-Temporal Relations

(2018) Ping-Wei Soh et al.   IEEE Access

Research on prediction of environmental aerosol and PM2.5 based on artificial neural network

(2018) Xianghong Wang et al.   NEURAL COMPUTING & APPLICATIONS

Long short-term memory - Fully connected (LSTM-FC) neural network for PM2.5 concentration prediction

(2018) Jiachen Zhao et al.   CHEMOSPHERE

Recursive neural network model for analysis and forecast of PM10 and PM2.5

(2017) Fabio Biancofiore et al.   Atmospheric Pollution Research

Classification of weather patterns to study the influence of meteorological characteristics on PM 2.5 concentrations in Yunlin County, Taiwan

(2016) Chia-Hua Hsu et al.   ATMOSPHERIC ENVIRONMENT

Assessment of air quality microsensors versus reference methods: The EuNetAir joint exercise

(2016) C. Borrego et al.   ATMOSPHERIC ENVIRONMENT

Particle size and chemical constituents of ambient particulate pollution associated with cardiovascular mortality in Guangzhou, China

(2016) Hualiang Lin et al.   ENVIRONMENTAL POLLUTION

A multivariate study for characterizing particulate matter (PM10, PM2.5, and PM1) in Seoul metropolitan subway stations, Korea

(2015) Soon-Bark Kwon et al.   JOURNAL OF HAZARDOUS MATERIALS

A hybrid model for PM 2.5 forecasting based on ensemble empirical mode decomposition and a general regression neural network

(2014) Qingping Zhou et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Size Distribution and Water Soluble Ions of Ambient Particulate Matter on Episode and Non-episode Days in Southern Taiwan

(2012) Jiun-Horng Tsai et al.   Aerosol and Air Quality Research

Spatiotemporal variability of submicrometer particle number size distributions in an air quality management district

(2012) Li-Hao Young et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Particulate Matter Air Pollution and Cardiovascular Disease

(2010) Robert D. Brook et al.   CIRCULATION

Evolution of Organic Aerosols in the Atmosphere

(2009) J. L. Jimenez et al.   SCIENCE

A parallel plate wet denuder for acidic gas measurement

(2008) Chuen‐Jinn Tsai et al.   AICHE JOURNAL

A hybrid ARIMA and artificial neural networks model to forecast particulate matter in urban areas: The case of Temuco, Chile

(2008) Luis A. Díaz-Robles et al.   ATMOSPHERIC ENVIRONMENT

Continuous and Semicontinuous Monitoring Techniques for Particulate Matter Mass and Chemical Components: A Synthesis of Findings from EPA’s Particulate Matter Supersites Program and Related Studies

(2008) Paul A. Solomon et al.   JOURNAL OF THE AIR & WASTE MANAGEMENT ASSOCIATION