ability evaluation of hybrid som-fl model for hydraulic conductivity estimating in tabriz city subway area
نویسندگان
چکیده
increasing development of engineering projects construction such as city subway needs appropriate investigation, management and control of groundwater. therefore, precise estimation of hydrogeological parameters such as hydraulic conductivity is the most important factor in studies and modeling of groundwater and geotechnical issues. in recent decades, various laboratory and field methods exist for estimating this parameter, but estimation of hydraulic conductivity using these methods due to the heterogeneity and anisotropy hydrogeological environments is costly, time-consuming and inherent uncertain. in this study, three fuzzy inference methods, sugeno (sfis), mamdani fuzzy inference model (mfis) and larsen fuzzy inference system (lfis) that is suitable for handling the uncertain data, was adopted to estimate the hydraulic conductivity in tabriz city subway area. after, the hybrid som-fl model was presented to improve efficiency of individual model and solve heterogeneity problem of the tabriz city aquifer. based the evaluation criterions r2 and rmse the results of individual models are acceptable but the proposed hybrid model improved, r2 in train and test stage, 18% and 15.4 percent, respectively.
منابع مشابه
Scale-Dependent Pedotransfer Functions Reliability for Estimating Saturated Hydraulic Conductivity
Saturated hydraulic conductivity Ksat is a fundamental characteristic in modeling flow and contaminant transport in soils and sediments. Therefore, many models have been developed to estimate Ksat from easily measureable parameters, such as textural properties, bulk density, etc. However, Ksat is not only affected by textural and structural characteristics, but also by sample dimensions e.g., i...
متن کاملFractional Laplace Model for Hydraulic Conductivity
Based on an examination of K data from four different sites, a new stochastic fractal model, fractional Laplace motion, is proposed. This model is based on the assumption of spatially stationary ln(K) increments governed by the Laplace PDF, with the increments named fractional Laplace noise. Similar behavior has been reported for other increment processes (often called fluctuations) in the fiel...
متن کاملStudy of Effective Factors on Sprawl Growth of City in Tabriz City by Using of Evaluation Models for City Expansion
There is a meaningful relation between city form and level of stableness. Recognition of morphology and explanation of its growth pattern will be an important stage at certainty of city stableness. So, planning politics, guidelines and also designing should be in a way that formation of a city will be as we wish. Among stableness patterns which discussed at the late 20th century, more focus was...
متن کاملan application of equilibrium model for crude oil tanker ships insurance futures in iran
با توجه به تحریم های بین المملی علیه صنعت بیمه ایران امکان استفاده از بازارهای بین المملی بیمه ای برای نفتکش های ایرانی وجود ندارد. از طرفی از آنجایی که یکی از نوآوری های اخیر استفاده از بازارهای مالی به منظور ریسک های فاجعه آمیز می باشد. از اینرو در این پایان نامه سعی شده است با استفاده از این نوآوری ها با طراحی اوراق اختیارات راهی نو جهت بیمه گردن نفت کش های ایرانی ارائه نمود. از آنجایی که بر...
منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
اکو هیدرولوژیجلد ۴، شماره ۱، صفحات ۷۵-۸۷
کلمات کلیدی
میزبانی شده توسط پلتفرم ابری doprax.com
copyright © 2015-2023