Concepedia

Jonathan Derot

JD

Statistics

Publications

7

Citations

314

H-Index

7

Active since

2015

Affiliations

Shimane University(Current)

Centre National de la Recherche Scientifique

Laboratoire d’Océanologie et de Géosciences

CEA CESTA

Université de Lille

Jonathan Derot is an author at Shimane University specializing in engineering, environmental monitoring, and ocean monitoring.

ORCID

Top concepts

Publications per year

2015–2021

7

Publications

7

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 · 2017 · 111 citations

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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 · 2020 · 73 citations · Full text

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Phytoplankton morpho-functional trait dataset from French water-bodies

Christophe Laplace-Treyture, Jonathan Derot, Emilie Prévost et al. · Scientific Data · 2021 · 32 citations · Full text

Benefits of machine learning and sampling frequency on phytoplankton bloom forecasts in coastal areas

Jonathan Derot, Hiroshi Yajima, François G. Schmitt · Ecological Informatics · 2020 · 31 citations · Full text

, , +11

Response of phytoplankton traits to environmental variables in French lakes: New perspectives for bioindication

Jonathan Derot, Aurélien Jamoneau, Nils Teichert et al. · Ecological Indicators · 2019 · 30 citations

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