An investigation on environmental pollution due to essential heavy metals: a prediction model through multilayer perceptrons

İbrahim İlker ÖZYİĞİT

This research is to predict heavy metal levels in plants, particularly in Robinia pseudoacacia L., and soils using an effective artificial intelligence approach with some ecological parameters, thereby significantly eliminating common defects such as high cost and seriously tedious and time-consuming laboratory procedures. In this respect, the artificial neural network (ANN) is employed to estimate the concentrations of essential heavy metals such as Fe, Mn and Ni, depending on the Cu and Zn concentrations of plant and soil samples collected from five different locations. The derived relative ...Более

Статья 2022 Fen Fakültesi International Journal of Phytoremediation25 ( 1 ) 104 Просмотры

Lemna minor, a hyperaccumulator shows elevated levels of Cd accumulation and genomic template stability in binary application of Cd and Ni: a physiological and genetic approach

İbrahim İlker ÖZYİĞİT

In this study, to determine whether having potential to be used as hyperaccumulator for Cd and Ni, numerous experiments were designed for conducting assessments for physiological and genotoxic changes along with defining possible alterations on mineral nutrient status of Lemna minor L. by applying Cd-Ni binary treatments (0, 100, 200 and 400 mu M). Our study revealed that there were increases in the concentrations of B, Cr, Fe, K, Mg, and Mn whereas decreases were noticed in the concentrations of Na and Zn and the levels of Ca were inversely proportional to Cd-Ni applications showing tendency ...Более

Статья 2021 Fen Fakültesi International Journal of Phytoremediation23 ( 12 ) 93 Просмотры

Детальный поиск

Фильтры

Коллекция [1]

Ученые [1]

Устойчивое развитие ООН [3]

Факультет / Институт [1]

Вид публикации [1]

Год публикации [2]

Язык [1]

Источник [1]

Базы данных [3]

Вид индекса [2]

Издатель [1]

Кафедра [1]

Национальный/Международный [1]

Тематический рубрикатор [11]

An investigation on environmental pollution due to essential heavy metals: a prediction model through multilayer perceptrons

İbrahim İlker ÖZYİĞİT

Lemna minor, a hyperaccumulator shows elevated levels of Cd accumulation and genomic template stability in binary application of Cd and Ni: a physiological and genetic approach

İbrahim İlker ÖZYİĞİT