River Flow Estimation for Ungaged Stations Using Gis Model
نویسندگان
چکیده
Geographic information system (GIS) has had a great progress in river engineering in recent years. Most of new developed softwares in this area have the GIS abilities or are able to interact with GIS software. The application of GIS in this area is mostly for pre and post processing of input and output data. In this research, water flow of river has been estimated in an ungaged point using ArcView. GIS has been used to calculate the physiographical characteristics of watershed, flow accumulation, flow directions, etc. Its high speed in estimating these characteristic which are lengthy in other methods, is its main advantage. For this research, Gharahsoo watershed in west of Iran has been selected. All calculated data was compared with the measured data in order to verify the method. The river water flow in the ungaged point was calculated using the information extracted from produced layers and water flow measurements in upstream and downstream stations. In order to control and verify the results, estimating the flow was made for a gaged station considering it as an ungaged station. Then, the results were compared with measured data in that station. Also, water flow in the same station was estimated using a time series analysis with ARMA model to compare the results of two forecasting methods.
منابع مشابه
Flood zoning estimation and river management by using HEC-RAS and GIS model
Reliable estimates of river stream fl ow and fl ood zoning maps are needed for water resourcesmanagement such as fl ood mitigation, water supply, dam construction and irrigation. Flood zoning needsaccurate data and is one of the non-structural fl ood management methods. This paper describes theapplication of HEC-RAS and GIS model to determine fl oodplains maps for the part of Sardabrud Rivertha...
متن کاملModeling of monthly flow duration curve using nonlinear regression method for un-gauged watersheds of Ardabil Province
The flow duration curve (FDC) represents the frequency distribution of water flow over a period of time, which is widely used in hydrology to evaluate different ranges of river water flow applications. Therefore, it is necessary to develop a suitable estimation model and method in un-gauged watersheds. To this end, in the present study, a modeling method based on nonlinear regression, for the p...
متن کاملارزیابی تأثیر نرمال سازی توزیع احتمالاتی رواناب ماهانه بر عملکرد مدل های SVM و ANN در شبیه سازی جریان ماهانه رودخانه ها (مطالعه موردی: حوزه زرینه رود)
Accurate estimation of river flows is one of the fundamental activities in water resources management of river basins. Artificial neural network (ANN) and support vector machine (SVM) are the most important data mining models that can be considered for this purpose. Due to the data-based attribute of these models, probability distribution of data may have a considerable effects on their pe...
متن کاملEstimation of Magnitude and Frequency of Peak Discharges at Ungaged Sites
ents near these stations become increasingly steep. The generalized skew map selected for this study was based on a grid spacing of 20,000 meters and 12 stations. The part of the map for western Oregon is shown in figure 8. This map was selected because it had the smallest mean square error while having skew isolines that are smooth and with no peaks or valleys. This map offers considerable imp...
متن کاملHybrid Models Performance Assessment to Predict Flow of Gamasyab River
Awareness of the level of river flow and its fluctuations at different times is one of the significant factor to achieve sustainable development for water resource issues. Therefore, the present study two hybrid models, Wavelet- Adaptive Neural Fuzzy Interference System (WANFIS) and Wavelet- Artificial Neural Network (WANN) are used for flow prediction of Gamasyab River (Nahavand, Hamedan, Iran...
متن کامل