Serkan Kartal

Prediction of MODIS land surface temperature using new hybrid models based on spatial interpolation techniques and deep learning models

Serkan Kartal, Aliihsan Şekertekin · Environmental Science and Pollution Research · 2022 · 42 citations

Meteorology, Ground Heat Flux, Numerical Weather Prediction +12

Assessment of the spatiotemporal prediction capabilities of machine learning algorithms on Sea Surface Temperature data: A comprehensive study

Serkan Kartal · Engineering Applications of Artificial Intelligence · 2022 · 33 citations · Full text

Engineering, Neural Network, Weather Forecasting +19

Next-level vegetation health index forecasting: A ConvLSTM study using MODIS Time Series

Serkan Kartal, Muzaffer Can İban, Aliihsan Şekertekin · Environmental Science and Pollution Research · 2024 · 24 citations · Full text

Segmentation of Bean-Plants Using Clustering Algorithms

Serkan Kartal, Sunita Choudhary, Michal Stočes et al. · Agris on-line Papers in Economics and Informatics · 2020 · 18 citations · Full text

Comparison of semantic segmentation algorithms for the estimation of botanical composition of clover-grass pastures from RGB images

Serkan Kartal · Ecological Informatics · 2021 · 13 citations

Agricultural Engineering, Precision Agriculture, Image Analysis +13