@article{ author = {EslamiJamalAbad1, S. and Sharafati, A. and MohammadiGolafshani, E. and Farsadania, F.}, title = {Estimation of Missing Daily Precipitation and Runoff Using Self-Organizing Map (A Case Study: Mazandaran Province)}, abstract ={Expert aquatic designers face many problems; among these, in hydrology, defective occurrences in time-series can cause errors in the ultimate results of the study. This more often happens in the regions where the number of hydrometric and rain gauge stations is limited. In addition, assessing, developing and maintaining the use of water resources require accessible long-term and high-quality quality hydrological time-series. Thus, this necessitates correcting the statistical flaws and magnifies the importance of how to deal with the problems in the hydrological analyses. Statistical methods are, currently, used to infill data and statistical gaps. In this study, in order to introduce a multivariate method for estimating the missing data on rainfall and runoff, in a hydrologic homogeneous region in the Mazandaran province, self-organizing map methods were examined under two scenarios and some reliable estimates were obtained. In this regard, the correlation coefficients between the observational data and the model output were calculated for the precipitation data up to 0.92 and up to 0.95 for the runoff data. Therefore, to avoid the reduction of uncertainty caused by the inadequate data in water resource management, this method could be used.}, Keywords = {Unsupervised neural network, Infilling time series, Missing data}, volume = {23}, Number = {4}, pages = {1-17}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38421}, url = {http://jstnar.iut.ac.ir/article-1-3629-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3629-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Boustani, M. and Mousavi, F. and Karami, H. and Farzin, S.}, title = {Investigating the Chaotic Nature of Flow the Upstream and Downstream of Zayandehrud-Dam Reservoir Using Chaotic Systems’ Criteria}, abstract ={River discharge is among the influential factors on the operation of water resources systems and the design of hydraulic structures, such as dams; so the study of it is of great importance. Several effective factors on this non-linear phenomenon have caused the discharge to be assumed as being accidental. According to the basics the chaos theory, the seemingly random and chaotic systems have regular patterns that are predictable. In this research, by using methods of phase space mapping, correlation dimension, largest Lyapunov exponent and Fourier spectrum power, a period covering 43 years of Zayandehrud River discharge (1971-2013) was evaluated and analyzed based on the chaos theory. According to the results, the non-integer value of the correlation dimension for Eskandari and Ghale Shahrokh stations (3.34 and 3.6) showed that there was a chaotic behavior in the upstream of Zayandehrud-Dam Reservoir. On the other hand, in the Tanzimi-Dam station, the correlation dimension curve was ascending with respect to the embedding dimension, showing that the studied time-series in the downstream of Zayandehrud-Dam Reservoir was random. The slope of the Lyapunov exponent curve for Eskandari, Ghale Shahrokh and Tanzimi-Dam stations was 0.0104, 0.017 and 0.0192, respectively, and the prediction horizon in the chaotic stations was 96 and 59 days. The non-periodical feature of time series was studied by using the Fourier spectrum power. The wide bandwidth, besides other indices, showed that river discharge in the upstream stations of Zayandehrud Reservoir was chaotic.}, Keywords = {Zayandehrud Reservoir, Hydrometric station, Phase space, Correlation dimension, Fourier spectrum power, Prediction horizon}, volume = {23}, Number = {4}, pages = {19-32}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37381}, url = {http://jstnar.iut.ac.ir/article-1-3546-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3546-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Dinpashoh, Y. and Alavi, E. S.}, title = {Analysis of Recorded Rainfall Information for the Purpose of Huff Curves Extraction in the Dez Dam}, abstract ={Identifying the rainfall characteristics and understanding the rainfall-related processes is one of the key factors in the scientific management of water resources. Selection of the design storm is the first step in the estimation of the design flood. Determining temporal rainfall patterns is very important as one of the design rainfall properties in flood estimation and the design of drainage systems. This study was concerned with the pattern of rainfall depth during its occurrence at the Dez dam station. In order to plot Huff curves in the Dez dam station, the recorded data of the rain gauge was used. For this purpose, all 280 storms from 1972 to 2016 in different seasons were classified into the five distinct classes including i) 0-2 hours, ii) 2-6 hours, iii) 6-12 hours, iv) 12-24 hours, and v) more than 24 hours. Furthermore, for each class and in each of the seasons, the Huff curves were plotted using all storms information single class. Moreover, for the considered station, all recorded events were considered in a single class and the general Huff curve was plotted using the probability of 50%. In general, the highest number of storms in the Dez dam (about 32.9%) was grouped in the second quartile. However, it was about 55, 48.5 and 50.4 percent in the case of short storms (0-2 hours) for spring, autumn and winter, respectively. In contrast, low percentages were obtained for the rainfalls having long durations. The Logistic equation was extracted for all Huff curves. These curves would be useful in efficient water resources management. The value of the correlation coefficient between the amounts obtained from the Logistic model and the corresponding values extracted from the curves was more than 0.99, which was significant in 1 percent.}, Keywords = {Design storm, Design flout, Huff curve, Hyetograph, Temporal distribution of rainfall}, volume = {23}, Number = {4}, pages = {33-44}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.39211}, url = {http://jstnar.iut.ac.ir/article-1-3694-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3694-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {GhobadiAlamdari, S. and AsghariMoghaddam, A. and Shahsavari, A.}, title = {The Feasibility of the Conjunctive Use of Surface and Groundwater Resources in Dehloran Plain by Using the MODFLOW Model}, abstract ={Lack of the proper conjunctive use of surface and groundwater resources causes large water stresses in one of these resources. Conjunctive use of surface and groundwater, especially in arid and semi-arid regions, is a scientific and practical solution for sustainable water resources management. The aim of this research was to prepare some mathematical modeling to apply the conjunctive use of surface and groundwater in the Dehloran plain aquifer. In this study, the mathematical model of the Dehloran plain aquifer was developed using GMS 9.1 and the river data were entered. For the steady state condition, the time series data in the average year 2010-2011 were utilized. In the next step, the time series data from October, 2010, to September, 2011, were used for the unsteady state analysis. In the unsteady state, four stress periods were taken; then the model calibration was carried out in three steps for each stress period; after the optimization of the hydrogeological parameters of the model, its verification was done for the period of 2011-2012 period. After the calibration of the model in the unsteady state, the values of the mean error (ME), the mean absolute error (MAE) and the root mean squared (RMS) errors measured in piezometers were obtained to be -0.24, 0.46 and 0.65, respectively. The results of verification confirmed the ability of the model in simulating the natural conditions of the aquifer. Finally, applying different scenarios to the model showed that the proper conjunctive use of surface and groundwater could increase the volume of water at a rate of 2.23 million cubic meters per year.}, Keywords = {Dehloran plain, Conjunctive use, Simulation, GMS 9.1}, volume = {23}, Number = {4}, pages = {45-57}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.33561}, url = {http://jstnar.iut.ac.ir/article-1-3623-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3623-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Cheraghpoor, L. and Pajoohesh, M. and Davoodyan, A. and Bozorgmehr, A.}, title = {Investigating the Land Use Changes in the Upstream of the Zayandehrood Dam (A Study Case: The Toff-sefid Watershed, Chaharmaha and Bakhtiari Provin}, abstract ={River discharge is among the influential factors on the operation of water resources systems and the design of hydraulic structures, such as dams; so the study of it is of great importance. Several effective factors on this non-linear phenomenon have caused the discharge to be assumed as being accidental. According to the basics the chaos theory, the seemingly random and chaotic systems have regular patterns that are predictable. In this research, by using methods of phase space mapping, correlation dimension, largest Liapunov exponent and Fourier spectrum power, a period covering 43 years of Zayandehrud River discharge (1971-2013) was evaluated and analyzed based on the chaos theory. According to the results, the non-integer value of the correlation dimension for Eskandari and Ghale Shahrokh stations (3.34 and 3.6) showed that there was a chaotic behavior in the upstream of Zayandehrud-Dam Reservoir. On the other hand, in the Tanzimi-Dam station, the correlation dimension curve was ascending with respect to the embedding dimension, showing that the studied time-series in the downstream of Zayandehrud-Dam Reservoir was random. The slope of the Lyapunov exponent curve for Eskandari, Ghale Shahrokh and Tanzimi-Dam stations was 0.0104, 0.017 and 0.0192, respectively, and the prediction horizon in the chaotic stations was 96 and 59 days. The non-periodical feature of time series was studied by using the Fourier spectrum power. The wide bandwidth, besides other indices, showed that river discharge in the upstream stations of Zayandehrud Reservoir was chaotic.}, Keywords = {Zayandehrud Reservoir, Hydrometric station, Phase space, Correlation dimension, Fourier spectrum power, Prediction horizon}, volume = {23}, Number = {4}, pages = {59-69}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37961}, url = {http://jstnar.iut.ac.ir/article-1-3595-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3595-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Jamal, A. and Parvan, A. and Valizadeh, D.}, title = {Floodplain Hazard Mapping in the Iranshahr River by Using Two-Dimensional Numerical Modelling and GIS}, abstract ={Today, the preparation of flood zoning maps is one of the basic and important issues in the study of development projects in the world; it is considered before any investment by the related organizations. In this paper, flood zoning was performed using the two-dimensional model HEC-RAS and GIS in order to assess the risk of the construction of a railway station near the bank of the Iranshahr River, in a range of 2500 meters. Two-dimensional hydraulic application could create a more accurate flow pattern in comparison to the one-dimensional model used in the previous studies, especially in the flood plain areas. In this paper, due to the important role of the topography of the area in ensuring the accuracy of the calculation, a Digital Elevation Model (DEM) was used with very high precision (about 2 meters), as obtained from aerial photos. The results of this study indicated the onrush of flood, depth and flow velocity in different return periods. Based on the comparison of water surface profiles in the floodplains with the return period of 100 and 25 years, the maximum difference between the water levels was 0.5 m, which seemed to be reasonable by considering the low slope of the studied area. The results of this paper, therefore, showed that the location of the railway station was in medium risk and the outskirt of floodplain.}, Keywords = {Flood zoning, HEC-RAS model, Risk assessment, Flow pattern}, volume = {23}, Number = {4}, pages = {71-83}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38301}, url = {http://jstnar.iut.ac.ir/article-1-3618-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3618-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {YousefiBabadi, T. and Lotfalianand, M. and Akbari, H.}, title = {The Effects of Some Soil Properties on Soil Loss in the Cut Slopes of Forest Roads (A Case Study: District No. 2, Series No. 5 of NekaChoob Company)}, abstract ={Soil erosion and its consequences are important factors in forest road network management. Cutslopes are the most important source of making sediment among different parts of the forest roads structure. For this research, a new and bare road in district No. 2, series No. 5 of NekaChoob forest, was selected; then the study data was measured. The study design was a completely randomized design in 10 plots with the size of 2 m2 along 500 meters of road with the 8 natural rainfall events. The results of the Pearson correlation showed that among soil properties, the contents of the liquid limit at the 5% confidence level and the plastic limit at the 1% confidence level had positive correlations with runoff and soil loss. Also, organic matter at the 1% confidence level and the contents of the sand at the 5% confidence level had negative correlations with runoff and soil loss. With increasing the soil moisture and bulk density, runoff and soil loss were enhanced. The results of the multivariate model showed that soil loss could be estimated using the Plastic Limit and sand percentage variables with a the correlation coefficient of 0.948.}, Keywords = {Soil Properties, New and bare road, NekaChoob Company, Runoff, Soil loss}, volume = {23}, Number = {4}, pages = {85-92}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38541}, url = {http://jstnar.iut.ac.ir/article-1-3645-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3645-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Moosapour, R. and Mousavi, S. F. and Hosseini, Kh.}, title = {Hydraulic and Structural Analysis of Babolrud River Training Using Some Applied Software}, abstract ={Occurrence of heavy floods in rivers causes a lot of damages and losses. In this research, to highlight the river-training reaches in 10.9 km of Babolrud River, first, using topographic map of the area, the Tin layer was created in GIS software. Then, using the HEC-GeoRAS extension, the main route and cross sections of the river were prepared and introduced to the HEC-RAS model. River discharge with return periods of 2 to 200 years was calculated. Flow analysis in the agricultural and urban areas was performed and the areas which need training measures such as flood-retaining walls and levees were specified and designed. The structural design, stability control and sliding was performed based on the Standard No. 518, using RetainWall software, and design and control of levee stability was performed based on the Standard No. 214, using GeoStudio software. The cost of project implementation was estimated based on the Price List of 2017. The output of HEC-RAS software showed that height of flood-retaining wall in 3 urban reaches ranged between 1.73 to 2.8 m and in 5 agricultural reaches ranged between 1.46 to 2.25 m. It was concluded that the overall cost of levee implementation is about 9.01 billion Rials, of gravity concrete flood-retaining wall is about 9.26 billion Rials and of concrete cantilever inverted T shape flood-retaining wall is about 10.05 billion Rials. Thus, using flood-retaining levee is the most economical option.}, Keywords = {River training, Bio-engineering methods, Flood-retaining wall}, volume = {23}, Number = {4}, pages = {93-106}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.1010}, url = {http://jstnar.iut.ac.ir/article-1-3696-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3696-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Ghafari, H. and Zomorodian, M. A.}, title = {Investigating the Local Scour around Group Bridge Piers in Cohesive Soils}, abstract ={One of the main reasons for bridge failure is the local scour around the pier. Pier groups are popular in the structural designs due to economical and geotechnical reasons. The mechanism of scouring at the pier groups is more complicated than the single one. In this study, the scour around group piers in the sandy soil and a mixture of sand and clay in some relative compaction equal to 90% and the optimum moisture was studied. The arrangement of the group piers was 1pier * 3pier and 3pier * 1pier along and transverse of the flow direction, respectively, at the interval space of D, 2D and 2.5D intervals. The effect of the Bentonite clay content was investigated. Finally, by using Kaolinite clay, the effect of the clay mineral was studied. The results showed that the scouring depth was different not only in cohesive and non- cohesive soils, but also according to the type of the clay mineral. The use of 10% bentonite clay mixed with sand reduced scour more than 90%, as compared to the sandy soil. On the other hand, using 15% of kaolin in the similar conditions reduced scour depth by only a 34%, in comparison to the sandy soil.}, Keywords = {Local scour, Bridge group pier, Cohesive soils, Bentonite, Kaolin}, volume = {23}, Number = {4}, pages = {109-123}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.8809}, url = {http://jstnar.iut.ac.ir/article-1-3632-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3632-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Kheyrandish, A. and Mousavi, S. F. and Ghafouri, H. R. and Farzin, S.}, title = {Conjunctive Use of Surface and Ground Water Resources by WEAP Simulation Model (A Case Study: Behbahan Plain, Khouzestan Province)}, abstract ={In this research, conjunctive and integrated operation of surface and ground water resources of Behbahan plain (Maroon dam's reservoir and existing wells, respectively) was investigated. Simulation of allocation of water demands in this basin was performed by four scenarios, using WEAP software: 1) current conditions (M1), 2) reference scenario for the next 16 years (M2), 3) land development scenario (M3), and 4) optimal scenario (M4). The optimal scenario was performed with multi-purpose linear programming. Based on the results, drinking water demands was satisfied completely in all scenarios. Under the scenario of current conditions, all agricultural demands, except the traditional rights, supplied more than 50% in the low-flow months. In the reference scenario, water supply for agricultural demands in some months was less than 100% and even in June and July, the water supply for North and South Irrigation networks of Behbehan plain was less than 10%. In the land development scenario, agricultural demands of all irrigation networks, except Ramhormoz network, satisfied more than 90% in all months. The optimal scenario performed better than other scenarios for minimum Maroon River flow and volume of storage in the reservoir. Comparison of the four scenarios in satisfying the environmental needs also revealed that the optimal scenario performed better than the other three scenarios in the spring months. However, it provided less than 100% of water needs in the whole year. Comparison of the four scenarios also showed that the first two scenarios had the highest reliability percent in the Jayzan-Fajr, South Behbahan and North Behbahan Irrigation Networks and traditional water rights. Frequency of storage-time-probability from the storage volume in the optimal scenario also showed that maximum storage lifetime of the lasting storage volume was 558 million m3 (which was equal to half of the volume of Maroon dam’s reservoir) with the highest probability (60%).}, Keywords = {Maroon River, WEAP, Behbahan plain, Water demands, Optimization}, volume = {23}, Number = {4}, pages = {125-139}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37382}, url = {http://jstnar.iut.ac.ir/article-1-3587-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3587-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Alian, N. and Ahmadi, M. M. and bakhtiari, B.}, title = {Uncertainty Analysis of Expected Annual Flood Damage for Flood Risk Assessment (A Case Study: Zayande Roud Basin)}, abstract ={One of the most important problems in flood manegment is the damages induced by this phenomenon. Expected annual damage (EAD) is an important index for basin vulnerability against flood. Prediction of flood damages requires the analysis of spatial and temporal risk and must be calculated by the combination of hydrologic, hydraulic and economic models. In this research, the uncertainty was considered in the flood risk analysis. The probability of flood occurrence was calculated by the parabolistic model. By using the river analysis systems software (HEC-RAS) and the geographic information system (GIS) and utilizing the Google-Earth software, the floodplains of Zayande Roud river in Esfahan province were investigated with the  return period of 25, 50, 100, 200 and 500 years. The Monte Carlo method was also sed to perform the uncertainty analysis in the proposed method. The logarithmic persion type III was selected as the best distribution of flood. The damage-stage relationship was calculated as well. Based on the uncertinity analysis, the river discharge could be regarded as the major parameter in the uncertainty of EAD.}, Keywords = {Risk, Flood damages, HEC-RAS, GIS, Uncertainty, Kohpaye-Seqzie, Zayande Roud}, volume = {23}, Number = {4}, pages = {141-152}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37771}, url = {http://jstnar.iut.ac.ir/article-1-3576-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3576-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Ziaei, D. and ZareBidaki, R. and Besalatpour, A. A. and Malekian, A.}, title = {The Importance of Land Use Suitability for Runoff and Sediment Production in Beheshtabad Basin, Chaharmahal and Bakhtiari Province}, abstract ={To preserve soil as a productive resource, a balance between natural capability and utilization must be established to achieve through land suitability evaluation. The aim of this study was to compare the run-off and deposition of different land uses of Beheshtabad watershed in the current situation and in compliance with standardized land use fitted situation. For this purpose, land use map in its current state was provided using Landsat 7 images and land use suitability map was obtained by FAO (1979) instructions. SWAT model was then applied to simulate runoff and sediment yield by using these land use maps. To do this, the curve number method was used for calculating the runoff, the Muskingam was applied for channel routing, and Hrgrave-samani was employed for potansial evapotranspiration. The results confirmed that considering suitability in using lands in Beheshtabad watershed caused the reduction of the average runoff from 99.4 mm/yr to 82.8 mm/yr (17%) and sediment rate of 10.7 to 7.8 t/ha. yr (27%). Also, the reduction percentage in some land uses, such as dry, irrigated cropland and downstream ranges, was much more.}, Keywords = {Erosion, FAO, Land suitability, Runoff, SWAT}, volume = {23}, Number = {4}, pages = {153-164}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.22251}, url = {http://jstnar.iut.ac.ir/article-1-3540-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3540-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {MajediAsl, M. and Valizadeh, S.}, title = {Application of SVM Algorithm in Predicting Vertical Pier Scour Depth}, abstract ={Local scour around the foundation of marine and hydraulic structures is one of the most important factors in the instability and destruction of these structures. False prediction of scour depth around bridges has caused financial losses in plasticization and endangered many people's lives. Therefore, an accurate estimation of this complex phenomenon around the bridges is necessary. Also, since the formulas presented by different researchers relate to laboratory conditions, they are less true and less accurate in other situations. Recently, many researchers have tried to introduce new methods and models called soft calculations in predicting this phenomenon. In this research, 146 different laboratory data series (three different laboratory conditions) were analyzed using a backup vector machine to predict scour depth around the bridge head. These data are presented in the form of various combinations of input parameters  which, respectively, represent thickness under the slippery layer, Reynolds number, critical velocity, Shields parameter, velocity Shear, average speed, flow depth, the average diameter of the particles and diameter of the bridge. The parameters in two different scenarios (the mode with dimension and mode) were introduced into the SVM network and the results of this machine were compared with those obtained from the experimental formulas and relations presented in this study. The results showed that in the first scenario, the combination of No. 5 with input parameters () and in the second scenario, the combination No. 5 with input parameters  () for the test stage were selected as the best model. It was also concluded from the results that the scenario two (the state with dimension) in predicting the scour depth around the vertical single-pillar provided a more accurate estimate than the first scenario (barrier state). At the end, the sensitivity analysis was carried out on the parameters and the parameters D, U*, V were selected, respectively, as the most effective parameters}, Keywords = {Local scour, Input parameters, Support Vector Machine, Soft computing}, volume = {23}, Number = {4}, pages = {165-181}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37872}, url = {http://jstnar.iut.ac.ir/article-1-3688-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3688-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Salehi, D. and Goodarzi, M. and Montaseri, H.}, title = {Conflict Resolution of Water Resources Allocation in Zayandehrood Basin Using Game Theory and WEAP Model}, abstract ={This research tried to provide a sustainable solution for the allocation of water resources of Zayandehrood basin in a way ensuring minimal conflicts and tension between the stakeholders in use of the water resources, four main decision makers of the basis, comprising Regional Water Company, conflicts among Agricultural Jahad Organization, and Department of Environment of Isfahan Province and Chaharmahal and Bakhtiari Province, were reviewed and 128 possible cased  according to 7 scenarios were constructed and applied in the  GMCR model. According to the GMCR approach, 6 balanced sustainable scenarios in different climatic periods of the basin were presented. Finally, the results were generalized for choosing the best mode in the form of a scenario within the WEAP model; also, the results obtained from these scenarios were presented using the criteria of system performance assessment. On the basis of the findings, Scenario II was developed, comprising the application of new simultaneous management of demand and supply, restrictions in drawing water from water tables, new prioritization in stakeholder allocation and new water portion plans in the basin as the best scenario with 81.4% sustainability index.}, Keywords = {Water allocation, Conflict resolution, Game theory, WEAP model, Performance criteria, Index of sustainability, Zayandehrud Basin}, volume = {23}, Number = {4}, pages = {183-198}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38871}, url = {http://jstnar.iut.ac.ir/article-1-3670-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3670-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Ahmadi-Qolidaraq, SH. and Abbasi-Kalo, A. and Esmali-0uri, A.}, title = {Investigating the Effect of Soil Properties on Soil Erosion at Suborder Level Using PCA (A Case Study: Ardabil Plain)}, abstract ={Soil is one of the most important natural resources of countries in which erosion occurs. In this research, the effect of soil characteristics on the amount of erosion at the suborder level was studied. For this purpose, 77 soil samples (0-30 cm) were prepared and the parameters were determined in the laboratory. The semi-variograms of soil parameters and their spatial distribution maps were prepared with GS+ and GIS, respectively. The study area was divided into work units by combining land use and geology maps and water erosion was estimated at each unit by the EPM method. By drilling profiles in different parts of study area, soil suborders were determined by Soil Taxonomy and the average values of parameters in each suborder was estimated. The principle components analysis (PCA) was then used for data analysis. The results showed that three parameters of silt, organic carbon and electrical conductivity could account for 30.384% as the first main component; clay, sand and vegetation could explain 11.189% as the second main component; and slope and height covered 15.330% as the third main component; in total, 63.805% percent of erosion variation could be justified by three main components. The lowest and highest amounts of erosion (69.12 and 343.57 m3/km2, respectively) were estimated in Xeralfs and Fluvents suborders. The erosion class of suborders at the study area was determined to be “few” and “medium”.}, Keywords = {Principal Components Analysis, Erosion Potential Method, Geographic Information system, Soil Taxonomy}, volume = {23}, Number = {4}, pages = {199-210}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.39731}, url = {http://jstnar.iut.ac.ir/article-1-3742-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3742-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {NikkhooAmiri, S. and Khoshravesh, M. and NoroozValashedi, R.}, title = {Investigation the Effect of Climate Change on the Flow Discharge of Shahid Rajaei Dam with SAWT Hydrology Model}, abstract ={Today, the rising surface temperature of the planet and its effects on the water cycle have attracted the attention of many researchers. The aim of this study was to investigate the effect of climate change on the Tajan (the upstream of Shahid Rajaei dam) catchment area. In order to study the output of CanESM2 model, the SDSM method was used to estimate the magnitude of the data. Flow discharge changes in Shahid Rajaei Dam were simulated using the weather data of Kiasar synoptic station and the temperature and precipitation changes were simulated using the climate scenarios of RCP2.6 and RCP8.5 for the 2016-2066 period. Also, the effect of different scenarios on the outflow of the Soleiman Tangeh hydrometric station was evaluated by SWAT hydrologic model. The results showed that the annual precipitation would be decreased by 58% and the air temperature would be increased by 14% under RCP2.6 scenario. Also, in the RCP8.5 scenario, precipitation would be decreased by 59.5% and the temperature would be increased by 21%. Peak discharge for RCP2.6 and RCP8.5 scenarios would be increased by 4% and 5.7%, respectively, and the average annual discharge might be decreased by 16% and 16.5% in the future period (2016-2066). Therefore, it can be planned by the investigation of conditions for cropping patterns in the downstream to consider the environmental impacts for future periods.}, Keywords = {Climate Change, Tajan Basin, Annual Discharge, CanESM2, SDSM.}, volume = {23}, Number = {4}, pages = {211-226}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.39131}, url = {http://jstnar.iut.ac.ir/article-1-3719-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3719-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Vaezi, A. R. and Karimi, Sh. and Foroumadi, M.}, title = {The Effects of Land Use Change on the Rainfall Erosion Processes in a Marl Soil under Simulated Rainfalls in the West of Zanjan}, abstract ={Rainfall erosion is the first type of water erosion on the land which is affected by various factors such as land use change and previous rainfall. This study was carried out to investigate the influence of previous rainfalls on the process of rainfall erosion in two marl soils (pasture and that changed to agriculture) under the simulated rainfall. Toward this goal, aggregate samples with the diameters of 6 to 8 mm were randomly collected from the marl areas in the west of Zanjan. Soil aggregates were packed into 48 boxes with the dimension of 30×40 cm to examine the effects of eight rainfall durations with three replications. Eight simulated rainfalls with the duration of 0, 7, 14, 21, 28, 35, 42 and 49 min and a constant intensity of 40 mm h-1 were used in the experiment. The soils were exposed to another simulated rainfall with 40 mm h-1 in terms of intensity for 15 min to study the rainfall erosion processes. The results showed that the aggregate breakdown was significantly affected by the previous rainfalls in the pasture soil (P<0.01), while there was no significant difference among the previous rainfalls in the case of agriculture soil.  Soil compaction and particles splash were significantly affected by previous rainfalls (P<0.05). Aggregate breakdown and particles splash were 1.41 and 1.31 times bigger than their values in the pasture soil. This study, therefore, revealed that the land use change in the mal areas increases the soil vulnerability to rainfall erosion processes. The rate of rainfall erosion processes in each rainfall event depends on the amount of previous rainfall. Increasing aggregate break down and soil water content by the previous rainfall could significantly influence the splash erosion rate in a marl soil.}, Keywords = {Particles splash, Aggregate breakdown, Soil compaction, Land use change, Marl formations}, volume = {23}, Number = {4}, pages = {227-241}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.133012}, url = {http://jstnar.iut.ac.ir/article-1-3584-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3584-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Safarinejadi, Gh. and Heidarnejad, M. and Bordbar, A. and Pourmohammadi, M. H. and Kamanbedast, A.}, title = {An Experimental Study of the Effect of Barrier with Trapezoidal and Triangular Slots in a Flip Bucket Jet on Downstream Scour Using a Physical Model}, abstract ={The use of free launch jets in flip bucket structures with associated submerged ponds, in the appropriate geological, and topographic and hydraulic conditions, could have significant economic and safety benefits. In this research, the downstream scour phenomenon of a flip bucket jet was investigated in free conditions, as well as in the presence of a trapezoidal and triangular slot in the coastal manner with different layout intervals at flow rate of 9, with a total of 45 experiments. The results of this study showed that the presence of the slot had significant effects on the depth and range of scour, so that the fit bucket jet with alternate triangular slots reduced the scour by about 12.7%, as compared to the no slot mode. Moreover, the maximum scour depth occurred in the bucket mode with the alternate trapezoidal slots in the more favorable interval than the rest of the models. Then, the results were compared with several empirical formulas and Veronese A relation showed closer results to the actual values.}, Keywords = {Flip bucket jet, Energy dissipaters, Scour depth, Trapezoidal and triangular slots}, volume = {23}, Number = {4}, pages = {243-254}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38091}, url = {http://jstnar.iut.ac.ir/article-1-3604-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3604-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Honarbakhsh, A. and Fathi, M. and Rostami, M.}, title = {Numerical Analysis of Hydraulic Flow in a River Alluvial Fan with the CCHE2D (A Case Study: Oregon River between the Sudjan Bridge and Dimeh)}, abstract ={In general, rivers are one of the best and most accessible water resources at the disposal of mankind.  So, given the effect of the force of water and changes on the  flow patterns and consequently, on river morphology changes, the analysis of the flow in the river is important and necessary to organize projects, flood control and water supply structures downstream. In this study, by using numerical models CCHE2D hydraulic conditions Dimeh River Bridge between Oregon Bridge Sudjan was investigated. CCHE Model is a mathematical model capable of simulating the flow patterns and sediment transport in rivers and canals laboratory network. The numerical model in 1998, based on the calculations by the National Centre for Water Science and Engineering, University of Mississippi (NCCHE), was developed and has been applied in many research projects related to water engineering. At the outset, the input data required model provides and numerical model was implemented. In the next step, the results of the model were calibrated and validated using field data measurements; eventually, they were extracted and their model results were compared; it was confirmed that CCHE model could still simulate the flow pattern.}, Keywords = {CCHE Model and Validation, Flow Pattern, Morphology, River}, volume = {23}, Number = {4}, pages = {255-271}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.11555}, url = {http://jstnar.iut.ac.ir/article-1-3484-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3484-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Hadian, F. and Jafari, R. and Bashari, H. and Tarkesh, M.}, title = {Seasonal Evaluation of Soil Moisture Changes in Isfahan Province Using Temperature Vegetation Dryness Index (TVDI)}, abstract ={Soil moisture is one of the most important factors that can affect productivity in ecosystems in arid and semiarid regions. The aim of this study was to investigate soil moisture and vegetation changes in the Isfahan province at the seasonal scale. For this purpose, MODIS Land Surface Temperature (LST) and NDVI data were used to calculate the TVDI index, and the rate of soil moisture content was also measured at several soil depths including 5, 10, 20, 30 cm. in the growing season. Seasonal changes of LST and NDVI indices were also studied in different climate regions ranging from humid to hyperarid. The results showed that the changes in NDVI and LST in this region were different, depending on the climate type and soil conditions; the LST and its changes mostly depended on the amount of vegetation cover NDVI changes based on the plant phenology in humid regions, which was were greater than that in arid and semi-arid climates. Soil moisture monitoring indicated that the relationships between TDVI and different soil depths varied based on the seasonal conditions. In the early growing season, the soil moisture at the depth of 0-5 cm had a higher correlation with TVDI, but in the middle of growing season, the deeper soil moisture (10-30 cm) showed the highest correlation. Therefore, the findings of this research indicated the importance of the growing season, soil conditions and vegetation percentage and types in the soil moisture studies by using satellite data.}, Keywords = {Soil moisture, Seasonal scale, LST, NDVI, MODIS, TVDI}, volume = {23}, Number = {4}, pages = {273-285}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.15832}, url = {http://jstnar.iut.ac.ir/article-1-3783-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3783-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {SeydiNaureh, K. and Ayoubi, S. and Nosrati, K.}, title = {Determining the Relative Contribution of Sub-basins to Sediment Production by Magnetic Susceptibility Data}, abstract ={The purpose of this study was to determine the relative contribution of sub-basin resources to sediment production by using magnetic susceptibility data as the tracer in Chehelgazi catchment, Sanandaj. For this purpose, 20 samples of the output 5 sub-basins were measured by harvesting and magnetic susceptibility. Kruskal-Wallis test results showed that in all three trackings, frequency high, low and dependent, at least two sources had the ability to differentiate. In the second step, the three tracers were tested on the discriminant analysis by the sub-basin source and two tracers with different power splitters showed the high frequency of 88% and the frequency dependence of 12%; power splitters both tracers together in the sub-basin splitters was 90%, so they were selected as the optimal combination; therefore, they have the capability to determine the relative contribution model of sediment. The results of Bayesian uncertainty model also indicated Todarsamadi sub-basin with 44.4% of the largest contribution and Doveyseh, Chatan and Cherendo sub-basins with 35.5, 7.9 and 4.5, respectively, and Madian Dol sub-basin with 4/4 percent had the lowest contribution to sediment production. Based on the available results, Todarsamadi and Doveyseh sub-basins had the highest amount of sediment production; so these results could be used in soil conservation and management planning.}, Keywords = {Sediment fingerprinting, Magnetic susceptibility, Chehelgazi catchment, Bayesian uncertainty model}, volume = {23}, Number = {4}, pages = {287-298}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.5686}, url = {http://jstnar.iut.ac.ir/article-1-3553-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3553-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Soheili, E. and Malekinezhad, H. and Ekhtesasi, M. R.}, title = {Spatial and Temporal Trend Analysis of Stream Flow in the Kor River and Drought in the Doroodzan Dam Basin}, abstract ={The Kor River in Fars province supplies an important part of water requirement in the Doroodzan dam basin and its surrounding area. In this study, the meteorological and hydrological droughts of this area were investigated in the last four decades. For this purpose, the temporal and spatial trend variability of the stream flow was investigated in monthly, seasonal, and annual time scales in the 6 selected stations. The trends of Standardized Precipitation Index SPI, as the drought index, in the 5 selected stations were also studied by the modified Mann-Kendall method. The results indicated that the trend in the stream flow was decreasing in all time scales. Significant downward trends were observed at 95% confidence level on monthly, annual and monthly time scales, especially in the warm months from May to September. These significant downward trends were located spatially in the stations located near the agriculture area, in the middle part of the basin. The significant upward trend existed only at the Doroodzan dam station, at the outlet in the area and in the warm months of the year. In the case of the SPI index, trends were  decreasing in all time scales and were  significant only at 2 stations in the long-term periods, 9, 12, and 18 months, at 95% confidence level. The results, therefore, indicated the occurrence of severe droughts (SPI<-2) during 1982-83 and 2007-8 periods.}, Keywords = {Modified Mann-Kendal, Standardized Precipitation Index, SPI, Trend test, Fars province}, volume = {23}, Number = {4}, pages = {299-313}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37461}, url = {http://jstnar.iut.ac.ir/article-1-3552-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3552-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Pourmirza, M. and Kamanbedast, A.}, title = {Investigation of Local Scour Factors under Pipelines Using Artificial Neural Network Algorithms}, abstract ={Occurrence of local scour is one of the most significant causes of damage to the pipes. Therefore, safe and economical design of pipes in the flow path requires a good estimate. In this study, based on the important and effective parameters in the scouring phenomenon, in order to develop educational patterns according to the data obtained in the laboratory of Ahvaz Islamic Azad University, models based on artificial neural networks were created with the NeuroSolution5 software. MLP, GFF and RBF were the models used in this study; after comparing, MLP was selected as the basis for our study. Finally, the effect of each parameter on scouring was determined using the  artificial neural networks technique, based on which the  shields parameter with a very high effect (more than 95 percent) was determined as one of the most effective causes of the local scour.}, Keywords = {Scour, Artificial neural network, NeuroSolution5 software, Multilayer Perceptron Model (MLP), Shields Parameter}, volume = {23}, Number = {4}, pages = {315-329}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.37561}, url = {http://jstnar.iut.ac.ir/article-1-3560-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3560-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Zahiri, J. and Ashnavar, M.}, title = {Two Dimensional Hydraulic Modeling of Karun River}, abstract ={Hydrodynamic models proposed for simulating flow hydraulic in rivers assume the flow in one direction and simulate the hydraulic parameters based on the one-dimensional Saint-Venant equations. In this research, a two-dimensional HEC-RAS model was used to simulate the flow in the Karun River, between Mollasani and Farsiat stations. Geographic information system (GIS) and river cross sections were used to prepare the altitude map using the satellite image of the study area. Modeling results in river bends showed that the maximum velocity occurred in the outer bend, which coincided with the flow mechanism in the bends. Based on the results, grid type and density have little effect on flow depth modeling. However, the characteristics of the mesh used had a great influence on the velocity distribution, so that the regular high-density mesh had the best accuracy in simulating the flow velocity. Statistical analysis showed that the RMSE for the flow discharge and flow depth were 17.95 m3/s and 0.05 m, respectively. In addition, the Nash–Sutcliffe efficiency index was calculated to be above 0.9 for the discharge and flow depth, which could be considered as a desirable value.}, Keywords = {HEC-RAS model, GIS, Mesh grid, River bend}, volume = {23}, Number = {4}, pages = {331-344}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.36151}, url = {http://jstnar.iut.ac.ir/article-1-3755-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3755-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Mohammadi, Sh. and Karimian, E.}, title = {Estimation of Urban Runoff to Supply for Irrigation of Green Space (A Case Study: Sarpol-e Zahab )}, abstract ={Nowadays, water supply for the sectors of household consumption, agriculture, green spaces and industry is currently one of the most important challenges for governments in many parts of the world, especially in arid and semi-arid climate regions such as Iran. The aim of this study was to simulate the amount of run-off from the daily precipitation for Sarpol-e Zahab city, for the purpose of estimating the required amount of water for the irrigation of the green spaces of the city. In this study. After providing information and using the Digital Elevation Model (DEM) map of city, all individual sub-basins of the basin were produced. All data related to creating and overlaying hydrologic, climatologic and physiographic layers were used according to the HEC-HMS hydrologic model. The run-off depth and flood volume of each sub-basin were obtained through the SCS method. Then the required amount of water for the green areas of Sarpol-e Zahab city was calculated. The efficient rainfall was estimated using four methods including SCS, 80 percentage, reliability, and USDA for each month, separately. Finally, the amount of needed water for the green area was obtained using these four mentioned methods. The results indicated that the role of curve number in the infiltration rate was more than other variants. Impermeability of urban basins and changes was created due to the growth and development of the city such as removal of vegetation, soil compaction, creation of the water collection and leading surface waters, decreasing the amount of water penetrating to soil significantly. The amount of surface water for sub-basins was estimated to be 266000 cubic meters. Besides, the results showed the amount of required water for 5 months of the year (from early May to September late) using four methods of SCS, 80percentage, reliability  and USDA was  equal to 243525, 238062, 267865 and 236458 cubic meters, respectively. The amount of the estimated runoff volume was 266,000 cubic meters. Regarding the area of green spaces in Sarpol-e Zahab city and its daily need of water, this volume of water could  supply the required amount of water to irrigate the green area of the city for five months (From May to September).}, Keywords = {HEC-HMS, SCS, GIS, Collection of rain water, Urban runoff, CN}, volume = {23}, Number = {4}, pages = {345-359}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.35121}, url = {http://jstnar.iut.ac.ir/article-1-3298-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3298-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {AbediKoupai, J. and Babaiee, B.}, title = {Determination of the Boundaries of Zayandehrud River Bed Using Arc GIS, HEC-RAS and Hec-GeoRAS Extension}, abstract ={Simulation of the hydraulic behaviour of the river basin boundaries is important for river engineering projects, prediction of flood damages in different conditions and economic feasibility studies, flood control, and other social programs related to the system of the river. In this study, river bed and flood zoning map in the range of over 155 km from the Zayandehrud dam to Nekouabad Diversion Dam were addressed by using the software's ArcGIS, HEC-RAS and HEC-GeoRAS extension. For this purpose, a digital elevation map in 1: 250,000 scale was provided and cross-sectional area was divided in 1085. Manning roughness coefficient was determined by Cowan. Finally, data entered into the software HEC-RAS and was analysed. After determining the area of flood in the return periods of 2, 5, 10, 25, 50, 100 and 200 years in all cross sections, the results were entered into the ArcGIS environment and flood zoning maps were obtained. The results showed that of the 200-year flood lands, 96% of the land flood was related to the return period of 25 years.}, Keywords = {Bed Privacy, HEC-RAS, Return Period, Flood Zoning}, volume = {23}, Number = {4}, pages = {361-376}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.49820}, url = {http://jstnar.iut.ac.ir/article-1-2985-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-2985-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Saki, A. and Kamanbedast, A. A. and Masjedi, A. and Heidarnejad, M. and Bordbar, A.}, title = {Experimental Investigation of Flow Hydraulic in the Branch of rivers (A Case Study: Karkheh River)}, abstract ={After Hamidieh Diversion Dam near the city of Hamidieh, Karkheh River is divided into two streams known as Hufel and Nissan. At the lower flow rates, Nissan makes up a greater share than Hufel due to the steeper slope of the former. This study attempted to construct a hydraulic structure to appropriately divide water flow in Hufel. In a laboratory experiment, a flume with a 90-degree bend was used at Islamic Azad University of Ahvaz. Various experiments were conducted at different widths and heights. Furthermore, this model was simulated through CCHE2D, the results of which were compared against those of physical and mathematical models. The results indicated that the weir height increased the deviation flow percentage to the Hufel stream due to rising water level. Moreover, the deviation flow percentage to Hufel was declined as the weir width was increased due to falling water level. At Hufel, the installation of rectangular weir in different dimensions yielded the minimum of 34.3% and the maximum of 61.5% increase in the flow rate. In the normal mode without any weirs installed, however, there would be an increase in the flow rate, as compared to the mode where a weir has been installed. This can be associated with the flow controlled by the weir. On average, the deviation flow rate was increased by 2.8% in the weir mode and 7.7% in the weir-less one. An increase in the Froude number from 0.21 to 0.38 led to a lower average deviation flow rate by 19.3%. Moreover, the results of the simulation through CCHE2D were demonstrated to be largely similar to those of physical model experiments. However, an increase in the Froude number did not lead to a decline in the deviation flow rate (i.e. it remained constant). This trend was inconsistent with the results of the physical model.}, Keywords = {Weir, River branch, Physical model, Mathematical model, CCHE2D}, volume = {23}, Number = {4}, pages = {377-392}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.114516}, url = {http://jstnar.iut.ac.ir/article-1-3611-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3611-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Alinezhad, A. and Gohari, A. and Eslamian, S. and Saberi, Z.}, title = {Uncertainty Analysis of Climate Change Impacts on Streamflow Extremes in Zayandeh-Rud River by Bayesian Model Averaging}, abstract ={The evaluation of climate change impact on hydrological cycle includes uncertainty. This study aimed to evaluate the uncertainty of climate change impact on the Zayandeh-Rud Reservoir inflow during the future period of 2020-2049. The outputs of 22 GCM models were used under the three emission scenarios including RCP2.6, RCP4.5 and RCP8.5. The Bayesian Model Averaging (BMA) was used as the uncertainty analysis for weighting the 22 GCM models based on their ability to simulate the baseline 1990-2005 period. Results showed that different GCM models had different abilities in estimating climatic and hydrological variables and the application of uncertainty analysis in climate change studies could be necessary. The monthly temperature in the upstream of Zayandeh-Rud reservoir could be raised by 0.85 to 1 ◦C; also, the precipitation might be increased by 2 to 3 percent. The high flow during winter season will increase under climate change, while the spring and autumn seasons’ low flows are expected to reduce. Additionally, the annual reservoir inflow may decrease by 1 to 8 percent, showing the necessity for change in Zayandeh-Rud reservoir’s rule curve and allocation of water resources.}, Keywords = {Climate change, Uncertainty, Bayesian Model Averaging, Zayandeh-Rud reservoir}, volume = {23}, Number = {4}, pages = {393-407}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38751}, url = {http://jstnar.iut.ac.ir/article-1-3882-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3882-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {Talebi, A. and Abyari, E. and Parvizi, S.}, title = {Prioritization of Sub-Watersheds from Flooding Viewpoint Using the SWAT Model (Arazkoose Watershed, Golestan Province)}, abstract ={Flood is a natural disaster making the heavy humanistic and economic damages each year in most parts of Iran. In this research, the SWAT model performance in flood prediction and sub-basin priority was investigated in terms of flooding in Araz-Kose watershed in Golestan province. To calibrate the model, SUFI2 was applied. The calibration and validation were done for the 1991-1998 period based on the data of 2001-2009. After validation, the indices (R2, bR2, and NS) were estimated. They were equal to 0.81, 0.81 and 0.73 for calibration and 081, 0.78 and 0.64 for validation, respectively. The sensitivity analysis results showed 13 effective parameters. The curve number (CN2) was determined as the most effective parameter. For studying the flooding in a watershed, the Araz-Kose watershed was divided into six parts. Based on the obtained results from the SWAT model with different CN and F indexes (with/without considering the sub-watershed), the sixth sub-basin with 22.4% decrease in discharge was chosen as the most effective region in flooding. Meanwhile, the other sub-basins including 4, 1, 3, 5 and 2 had more flood potential, respectively.}, Keywords = {Flooding, SWAT model, Curve number, Araz-Kose watershed}, volume = {23}, Number = {4}, pages = {409-419}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.10684}, url = {http://jstnar.iut.ac.ir/article-1-3860-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3860-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} } @article{ author = {JahanbakhshAsl, S. and SariSaraf, B. and Raziei, T. and ParandehKhouzani, A.}, title = {Investigating the Temporal and Spatial Variation of Snow Depth over Mountainous Region of Zagros, Iran, for the Period 1979-2010}, abstract ={In this study, the temporal and spatial variation of snow depth over the mountainous region of Zagros, in the western Iran, for the period 1979–2010 was investigated for the cold season when the probability of snow occurrences was high. For this purpose, daily gridded snow depth data relative to Era-Interim/land were retrieved from the European Centre for Medium-Range Weather Forecasts (ECMWF) and used for spatiotemporal analysis of snow in the region. Furthermore, monthly maximum, minimum and mean air temperature relative to the weather stations distributed over the region were also used to investigate the relationship between snow depth and air temperature variability in the region. In each grid point, the rate of temporal changes in the snow depth was estimated using the Sen’s slope estimator, while the modified Mann-Kendall Test was applied to assess if the change identified was statistically significant. The results showed that in almost all of the studied months, especially February and March, the snow depth was significantly reduced in the region, which was statistically significant at 5% significant level. Unlike the observed statistically significant decreasing trend in the depth snow in the region, a significant increase in the maximum, minimum and average temperature was observed for all the studied months and the stations. The result suggested that the observed decrease in the snow depth in the region was related to the increasing trend in the temperature during the study period, which could be attributed to the global warming and climate change.}, Keywords = {Temporal and spatial variation, Snow, Era-Interim/land, Trend, Mann-Kendall, Sen’s estimator, Zagros, Iran}, volume = {23}, Number = {4}, pages = {421-440}, publisher = {Isfahan University of Technology}, doi = {10.47176/jwss.23.4.38991}, url = {http://jstnar.iut.ac.ir/article-1-3677-en.html}, eprint = {http://jstnar.iut.ac.ir/article-1-3677-en.pdf}, journal = {JWSS - Isfahan University of Technology}, issn = {2476-3594}, eissn = {2476-5554}, year = {2019} }