Author

Sinan Nacar

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Open access Aug 2026

Estimation of Reference Evapotranspiration (ET₀) Values for Nevşehir Province Using Regression Analysis Methods and Artificial Neural Networks (ANN)

In this study, reference evapotranspiration (ET₀) values for Nevşehir Province were calculated using the FAO Penman–Monteith method based on 47 years of meteorological data and subsequently estimated using linear (LF), nonlinear (EF, PF) regression models and artificial neural networks (ANN). Within a five-input framew...

Nurcan Menevşe, Sinan Nacar, K. Yürekli · Research in Agricultural Sci... · 0 citations

Open access 2026

Advanced prediction of river discharge: a systematic comparison of seven models and eight machine learning methods

This study investigates the predictability of daily river discharge (Q, using eight machine learning (ML) methods: multilayer perceptron (MLP), Kolmogorov–Arnold network, convolutional neural network, extreme gradient boosting, random forest, k-nearest neighbors (KNN), support vector regression (SVR), and linear regres...

Betul Mete, Emirhan Mustafa Anık, Sinan Nacar et al. · 0 citations