1. Estimating historical PM2.5 exposures for three decades (1987–2016) in Japan using measurements of associated air pollutants and land use regression. (August 2020) Authors: Araki, Shin; Shima, Masayuki; Yamamoto, Kouhei Journal: Environmental pollution Issue: Volume 263(2020)Supplement Part A Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. An integrated model combining random forests and WRF/CMAQ model for high accuracy spatiotemporal PM2.5 predictions in the Kansai region of Japan. (1st October 2021) Authors: Thongthammachart, Tin; Araki, Shin; Shimadera, Hikari; Eto, Shinnosuke; Matsuo, Tomohito; Kondo, Akira Journal: Atmospheric environment Issue: Volume 262(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Incorporating Light Gradient Boosting Machine to land use regression model for estimating NO2 and PM2.5 levels in Kansai region, Japan. (September 2022) Authors: Thongthammachart, Tin; Araki, Shin; Shimadera, Hikari; Matsuo, Tomohito; Kondo, Akira Journal: Environmental modelling & software Issue: Volume 155(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Estimating monthly concentrations of ambient key air pollutants in Japan during 2010–2015 for a national-scale birth cohort. (1st September 2021) Authors: Araki, Shin; Hasunuma, Hideki; Yamamoto, Kouhei; Shima, Masayuki; Michikawa, Takehiro; Nitta, Hiroshi; Nakayama, Shoji F.; Yamazaki, Shin Journal: Environmental pollution Issue: Volume 284(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Long-term trends of satellite-based fine-mode aerosol optical depth over the Seto Inland Sea, Japan, over two decades (2001–2020). (4th June 2021) Authors: Itahashi, Syuichi; Sakurai, Tatsuya; Shimadera, Hikari; Araki, Shin; Hayami, Hiroshi Journal: Environmental research letters Issue: Volume 16:Number 6(2021) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Optimization of air monitoring networks using chemical transport model and search algorithm. (December 2015) Authors: Araki, Shin; Iwahashi, Koki; Shimadera, Hikari; Yamamoto, Kouhei; Kondo, Akira Journal: Atmospheric environment Issue: Volume 122(2015) Page Start: 22 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Optimization of air monitoring networks using chemical transport model and search algorithm. (December 2015) Authors: Araki, Shin; Iwahashi, Koki; Shimadera, Hikari; Yamamoto, Kouhei; Kondo, Akira Journal: Atmospheric environment Issue: Volume 122(2015) Page Start: 22 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. Effect of spatial outliers on the regression modelling of air pollutant concentrations: A case study in Japan. (March 2017) Authors: Araki, Shin; Shimadera, Hikari; Yamamoto, Kouhei; Kondo, Akira Journal: Atmospheric environment Issue: Volume 153(2017) Page Start: 83 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Land use regression model established using Light Gradient Boosting Machine incorporating the WRF/CMAQ model for highly accurate spatiotemporal PM2.5 estimation in the central region of Thailand. (15th March 2023) Authors: Thongthammachart, Tin; Shimadera, Hikari; Araki, Shin; Matsuo, Tomohito; Kondo, Akira Journal: Atmospheric environment Issue: Volume 297(2023) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗