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A Machine Learning Approach to Unraveling the Complex Relationship between Air Pollution and Weather

https://doi.org/10.2139/ssrn.4705281
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inferredcites →https://doi.org/10.1002/asl.861openalex-extracted
Identification of synoptic weather types over Taiwan area with multiple classifiers
inferredcites →https://doi.org/10.1007/s13143-022-00303-3openalex-extracted
Analysis of the Interdecadal and Interannual Variability of Autumn Extreme Rainfall in Taiwan Using a Deep-Learning-Based Weather Typing Approach
inferredcites →https://doi.org/10.1016/j.atmosenv.2005.04.027openalex-extracted
Fully coupled “online” chemistry within the WRF model
inferredcites →https://doi.org/10.1016/j.atmosenv.2012.01.029openalex-extracted
The role of boundary layer schemes in meteorological and air quality simulations of the Taiwan area
inferredcites →https://doi.org/10.1016/j.atmosenv.2015.07.022openalex-extracted
Application of WRF/Chem over East Asia: Part I. Model evaluation and intercomparison with MM5/CMAQ
inferredcites →https://doi.org/10.1016/j.atmosenv.2016.09.001openalex-extracted
Classification of weather patterns to study the influence of meteorological characteristics on PM2.5 concentrations in Yunlin County, Taiwan
inferredcites →https://doi.org/10.1016/j.atmosenv.2018.03.005openalex-extracted
Impacts of synoptic condition and planetary boundary layer structure on the trans-boundary aerosol transport from Beijing-Tianjin-Hebei region to northeast China
inferredcites →https://doi.org/10.1016/j.atmosenv.2020.117418openalex-extracted
Characteristics of the upstream flow patterns during PM2.5 pollution events over a complex island topography
inferredcites →https://doi.org/10.1016/j.atmosres.2023.107023openalex-extracted
Influence of synoptic weather on aerosol variability over East Asia: Present and future
inferredcites →https://doi.org/10.1016/j.jenvman.2018.08.066openalex-extracted
Quantifying PM2.5 from long-range transport and local pollution in Taiwan during winter monsoon: An efficient estimation method
inferredcites →https://doi.org/10.1016/j.jes.2014.08.025openalex-extracted
Numerical study of the effects of local atmospheric circulations on a pollution event over Beijing–Tianjin–Hebei, China
inferredcites →https://doi.org/10.1029/2020ea001340openalex-extracted
A Deep Learning Approach to Radar‐Based QPE
inferredcites →https://doi.org/10.1029/2021gl092672openalex-extracted
Air Pollution Zone Migrates South Driven by East Asian Winter Monsoon and Climate Change
inferredcites →https://doi.org/10.1080/00401706.1970.10488634openalex-extracted
Ridge Regression: Biased Estimation for Nonorthogonal Problems
inferredcites →https://doi.org/10.1142/9789814343411_0007openalex-extracted
THE EAST ASIAN WINTER MONSOON
inferredcites →https://doi.org/10.1175/2009jcli2973.1openalex-extracted
Interdecadal Variations of the East Asian Winter Monsoon and Their Association with Quasi-Stationary Planetary Wave Activity
inferredcites →https://doi.org/10.1175/2010jamc2432.1openalex-extracted
Evaluation of Three Planetary Boundary Layer Schemes in the WRF Model
inferredcites →https://doi.org/10.1175/jamc-d-22-0102.1openalex-extracted
The Observation-Based Index to Investigate the Role of the Lee Vortex in Enhancing Air Pollution over Northwestern Taiwan
inferredcites →https://doi.org/10.1186/1471-2105-12-412openalex-extracted
Prediction using step-wise L1, L2 regularization and feature selection for small data sets with large number of features
inferredcites →https://doi.org/10.2307/1271436openalex-extracted
Ridge Regression: Biased Estimation for Nonorthogonal Problems
inferredcites →https://doi.org/10.3390/atmos10100618openalex-extracted
Comparison of PM2.5 Chemical Components over East Asia Simulated by the WRF-Chem and WRF/CMAQ Models: On the Models’ Prediction Inconsistency
inferredcites →https://doi.org/10.3390/atmos11111265openalex-extracted
The Temporal Evolution of PM2.5 Pollution Events in Taiwan: Clustering and the Association with Synoptic Weather
inferredcites →https://doi.org/10.3390/rs11151738openalex-extracted
Satellite-Derived Correlation of SO2, NO2, and Aerosol Optical Depth with Meteorological Conditions over East Asia from 2005 to 2015
inferredcites →https://doi.org/10.4209/aaqr.2018.09.0348openalex-extracted
Synoptic Weather Patterns and Associated Air Pollution in Taiwan
inferredcites →https://doi.org/10.5194/angeo-27-2303-2009openalex-extracted
Impacts of boundary layer turbulence and land surface process parameterizations on simulated sea breeze characteristics
inferredcites →https://doi.org/10.6084/m9.figshare.19780276openalex-extracted
A Deep Learning Framework for analyzing Cloud Characteristics of Aggregated Convection Using Cloud-Resolving Model Simulations
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