Research theme for competitive and other funds (2):
2019 - 2022 Development of the high-resolution disribution model for the exposure assessment of air pollutants and its application to epidemiological study
2015 - 2018 Effects of prenatal and early-life exposure to air pollution on onset of allergy in childhood
Papers (26):
Shin Araki, Hikari Shimadera, Satoru Chatani, Kyo Kitayama, Masayuki Shima. Long-term spatiotemporal variation of benzo[a]pyrene in Japan: Significant decrease in ambient concentrations, human exposure, and health risk. Environmental pollution (Barking, Essex : 1987). 2024. 124650-124650
Kei Nagai, Shin Araki, Toshimi Sairenchi, Kayo Ueda, Kazumasa Yamagishi, Masayuki Shima, Kouhei Yamamoto, Hiroyasu Iso, Fujiko Irie. Particulate Matter and Incident Chronic Kidney Disease in Japan: The Ibaraki Prefectural Health Study (IPHS). JMA journal. 2024. 7. 3. 334-341
Sukprasert S., Shimadera H., Araki S., Thongthammachart T., Thanasutives P., Luong M.V., Matsuo T., Kondo A. Improving Machine Learning Based PM2.5 Prediction by Segregating Biomass Emission Factor from Chemical Transport Model, 14th International Conference on Future Environment and Energy. E3S Web of Conferences. 2024. 530. 01004
Kazue Ojima, Yoshiko Yoda, Shin Araki, Hikari Shimadera, Narumi Tokuda, Yasuhiro Takeshima, Masayuki Shima. Exposure to ambient fine particulate matter components during pregnancy and early childhood and its association with asthma, allergies, and sensitization in school-age children. Environmental health and preventive medicine. 2024. 29. 34-34
Tin Thongthammachart, Hikari Shimadera, Shin Araki, Tomohito Matsuo, Akira Kondo. 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. Atmospheric Environment. 2023. 297
ARAKI Shin, TAKEDA Emi, SASAKI Tetsuya, YAMAMOTO Kouhei, TOHNO Susumu. P-06 A research on Ozone and its precursors distribution in Otsu city by using passive sampler(Poster session). 2009. 50. 298-298