Abstract: “The phenomenon of eutrophication of water bodies and specially the lakes, demand the proper investigation of the physical, chemical and biological factors that influence these ecosystems. The aim of this study is to construct a fuzzy logic system with the most suitable fuzzy decision rules in order to predict the ecological state of our study case.”

Keywords: fuzzy linear regression, Orestiada lake, eutrophication prediction, linguistic variables