COI code: AICT01_068
Paper Language: English
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Authors Estimation of groundwater table, using SVM model case study: Lamerd plainNader Barahmand - Department of Civil Engineering, Larestan Branch, Islamic Azad University, Larestan, Iran.Nader Barahmand, Department of Civil Engineering, Larestan Branch, Islamic Azad University, Larestan, Iran
Alireza Aheste -
Abstract:Underground water reservoirs are considered as the most important water supplies, especially in dry regions. It should be mentioned that gaining water from these dry regions is more importance in comparison to those located in wet regions. It is clearly a necessity to monitor and plan in order to protect underground water resources and perform quantity control in different regions, especially in hot and dry climates like Lamerd plain. In this paper, simulating underground water level and forecasting water table of Lamerd plain are the goals. Using complicated models of artificial intelligence for modeling hydrological events with multi-function dependence, complication complexity and uncertainty have been points of interest for researches, especially during last years. With these history of applying and usage in this article authors have tried to forecast and simulate underground water level by the usage of data like observed water level of wells in Lamerd plain for the time period of 1998-2013 average monthly temperature, precipitation and evaporation of Lamerd plain. Results of modeling using SVM (poly kernel type) showed closer correlation to results gained in comparison to results obtained from other kernels. Correlation coefficient of applied methods had 0,9992 and 0,9962 for train and test data, respectively
Keywords:Lamerd plain, underground water level, SVM model, Poly kernel and correlation coefficient
COI code: AICT01_068
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Barahmand, Nader & Alireza Aheste, 2016, Estimation of groundwater table, using SVM model case study: Lamerd plain, 1st Conference craft in civil construction, Architecture and Urbanism, تبريز, دانشگاه فني و حرفه اي, https://www.civilica.com/Paper-AICT01-AICT01_068.htmlInside the text, wherever referred to or an achievement of this article is mentioned, after mentioning the article, inside the parental, the following specifications are written.
First Time: (Barahmand, Nader & Alireza Aheste, 2016)
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The University/Research Center Information:
Type: Azad University
Paper No.: 1054
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