DEROT Jonathan (Jonathan DEROT) - マイポータル - researchmap

基本情報

所属: JAMSTEC/AIMEC Marine biogeochemical dynamics research unit Ph.D (Project Researcher)

ORCID iD: https://orcid.org/0000-0001-6531-2732
J-GLOBAL ID: 202501005990069950
researchmap会員ID: R000086023

論文

9

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

Ecological Informatics 2024年3月
Enhanced understanding of physicochemical constraints on Corbicula japonica habitat in Lake Shinji assisted by machine learning

Jonathan Derot, Hiroshi Yajima, Mikio Nakamura

Ecological Informatics 2022年7月
Phytoplankton morpho-functional trait dataset from French water-bodies

Christophe Laplace-Treyture, Jonathan Derot, Emilie Prévost, Anne Le Mat, Aurélien Jamoneau

Scientific Data 2021年2月2日
Benefits of machine learning and sampling frequency on phytoplankton bloom forecasts in coastal areas

Jonathan Derot, Hiroshi Yajima, François G. Schmitt

Ecological Informatics 2020年11月
Advances in forecasting harmful algal blooms using machine learning models: A case study with Planktothrix rubescens in Lake Geneva

Jonathan Derot, Hiroshi Yajima, Stéphan Jacquet

Harmful Algae 99 101906-101906 2020年11月
Response of phytoplankton traits to environmental variables in French lakes: New perspectives for bioindication

J. Derot, A. Jamoneau, N. Teichert, J. Rosebery, S. Morin, C. Laplace-Treyture

Ecological Indicators 108 105659-105659 2020年1月
Application of the Random Forest model for chlorophyll- a forecasts in fresh and brackish water bodies in Japan, using multivariate long-term databases

Hiroshi Yajima, Jonathan Derot

Journal of Hydroinformatics 20(1) 206-220 2017年11月7日
Correlation between long-term marine temperature time series from the eastern and western English Channel: Scaling analysis using empirical mode decomposition

Jonathan Derot, François Guillaume Schmitt, Valérie Gentilhomme, Pascal Morin

Comptes Rendus Geoscience 348(5) 343-349 2016年5月
Long-term high frequency phytoplankton dynamics, recorded from a coastal water autonomous measurement system in the eastern English Channel

J. Derot, F.G. Schmitt, V. Gentilhomme, S.B. Zongo

Continental Shelf Research 109 210-221 2015年10月