Benefits of machine learning and sampling frequency on phytoplankton bloom forecasts in coastal areas. - Jonathan Derot; Hiroshi Yajima; François G. Schmitt (Ecol. Informatics, 2020)

Enhanced understanding of physicochemical constraints on Corbicula japonica habitat in Lake Shinji assisted by machine learning. - Jonathan Derot; Hiroshi Yajima; Mikio Nakamura (Ecol. Informatics, 2022)

Improved climate time series forecasts by machine learning and statistical models coupled with signature method: A case study with El Niño. - Jonathan Derot; Nozomi Sugiura; Sangyeob Kim; Shinya Kouketsu (Ecol. Informatics, 2024)