Halit Apaydin results 16
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Evaluation of Feature Selection Methods in Estimation of Precipitation Based on Deep Learning Artificial Neural NetworksNARA Subscribed
Precipitation is the most important element of the water cycle and an indispensable element of water resources management. This paper’s aim is to model the monthly precipitation in 8 precipitation observation stations in the province of Hamadan, Iran. The effects and role of different feature weights pre-processing methods (Weight by deviation, Weight by PCA, Weight by correlation and Weight by Support Vector Machine) on artif...
Surface water quality classification using data mining approaches: Irrigation along the Aladag River*NARA Subscribed
Knowledge of water quality is an important requirement in planning, developing, and protecting water resources. Therefore, it is essential to determine the quality of water for various uses, including irrigation in different areas. The aim of this study is to evaluate the performance of different data mining methods using water quality parameters measured in Aladag River. At the first stage, the water quality in the Aladag Riv...
Evaluation of topographical and geographical effects on some climatic parameters in the Central Anatolia Region of TurkeyNARA Subscribed
A two‐phase research was implemented to determine the effect of topography on climate parameters by using spatial interpolation and conventional statistical procedures in non‐homogeneous topography. The primary set of climate data for the Central Anatolia Region includes monthly mean global solar radiation, sunshine duration, surface air temperature, relative humidity, wind speed and rainfall, recorded from 1976 to 2005. In th...
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