Isao Kanda
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View article: Examining the Effectiveness of Doppler Lidar-Based Observation Nudging in WRF Simulation for Wind Field: A Case Study over Osaka, Japan
Examining the Effectiveness of Doppler Lidar-Based Observation Nudging in WRF Simulation for Wind Field: A Case Study over Osaka, Japan Open
This study attempts to improve the accuracy of wind field simulations in the Weather Research and Forecasting (WRF) model by incorporating Doppler lidar-based wind observations over the Osaka region of Japan. To achieve this, a Doppler lid…
View article: Model Performance Differences in Fine-Mode Nitrate Aerosol during Wintertime over Japan in the J-STREAM Model Inter-Comparison Study
Model Performance Differences in Fine-Mode Nitrate Aerosol during Wintertime over Japan in the J-STREAM Model Inter-Comparison Study Open
In this study, the results for nitrate (NO3−) aerosol during winter from the first-phase model inter-comparison study of Japan’s Study for Reference Air Quality Modeling (J-STREAM) were analyzed. To investigate the models’ external and int…
View article: Model Inter-Comparison for PM2.5 Components over urban Areas in Japan in the J-STREAM Framework
Model Inter-Comparison for PM2.5 Components over urban Areas in Japan in the J-STREAM Framework Open
A model inter-comparison of secondary pollutant simulations over urban areas in Japan, the first phase of Japan’s study for reference air quality modeling (J-STREAM Phase I), was conducted using 32 model settings. Simulated hourly concentr…
View article: Data preprocessing and quantile regression for probabilistic load forecasting in the GEFCom2017 final match
Data preprocessing and quantile regression for probabilistic load forecasting in the GEFCom2017 final match Open
Team QUINKAN competed in the GEFCom2017 final match of hierarchical probabilistic load forecasting by adopting the quantile regression method using the R package quantreg. The weather stations were clustered into 11 groups, from which an o…
View article: Comparison of Ozone Production Regimes between Two Mexican Cities: Guadalajara and Mexico City
Comparison of Ozone Production Regimes between Two Mexican Cities: Guadalajara and Mexico City Open
Ozone concentrations have been increasing in the Guadalajara Metropolitan Area (GMA) in Mexico. To help devise efficient mitigation measures, we investigated the ozone formation regime by a chemical transport model (CTM) system WRF-CMAQ. T…