0 2476-3594 Isfahan University of Technology 3545 Ggeneral The Study of Inlet Section on Flow Hydraulics in Zigzag-Morning Glory Spillways with Physical Modelling Rouzegar J. b Kamanbedast A. A. c Masjedi A. d Heidarnejad M. e Bordbar A. f b 1. Department of Water Science and Engineering, Khuzestan Science and Research Branch, Islamic Azad University, Ahvaz, Iran., 2. Department of Water Science and Engineering, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. c 2. Department of Water Science and Engineering, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. d 2. Department of Water Science and Engineering, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. e 2. Department of Water Science and Engineering, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. f 2. Department of Water Science and Engineering, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. 1 12 2019 23 3 1 13 19 07 2017 04 12 2017 Morning glory spillway is one of the spillways that used to passing of flood from high to low level. This spillway is used in the reservoir dams that are placed in narrow valleys and in many locations with high slope in reservoir walls. In the Morning glory spillways, the vortex flow can reduce discharge, discharge coefficient and the performance of spillway. The zigzag spillway, as another type, is introduced as a proper option for compensating the problem of passing maximum possible flow rate, usually encountered by spillways. In the present study, the experimental results of a physical model were used to develop a hydraulic design with squire and circle inlet and analysis method for Labyrinth Morning Glory Spillway. The analysis of experimental data in circle and square inlet showed, that increase in length of spillway and zigzag, causes decrease in the discharge coefficient. Finally the result of effect spillway inlet on flow rate demonstrate that discharge coefficient in square inlet is more than circle, whereas without vortex breaker.
3416 Ggeneral Dryland Wheat Grain Yield and Yield Components as Affected by Slope Direction and Residue Rates Vaezi A. R. g Rezaeipour S. h Babaakbari M. i g 1. Department of Soil Science, Faculty of Agriculture, University of Zanjan, Zanjan, Iran. h 1. Department of Soil Science, Faculty of Agriculture, University of Zanjan, Zanjan, Iran. i 1. Department of Soil Science, Faculty of Agriculture, University of Zanjan, Zanjan, Iran. 1 12 2019 23 3 15 26 30 12 2016 06 05 2018 Limited information is available on the effect of residues rates and slope direction on dryland wheat (Triticum aestivum L.) yield.  This study was carried out to determine the effects of residues rates and tillage direction on grain yield and yield components of the Sardary wheat in a dryland region in Zanjan. Five wheat residues rates (0, 25, 50, 75 and 100% surface cover) were applied and incorporated into soil in two slope directions (along the slope and on contour lines) using the randomized complete blocks design with three replications in a land with 10% slope steepness. Overall, thirty plots with 2m × 5 m dimensions were installed in the field and wheat grain yield and yield components were determined for growth period from 2015-2016. Results indicated that grain yield and yield components were significantly affected by the residues rates and slope direction and their interaction. In contour tilled plots, wheat grain yield (1.78 to per hectare), thousand grain weight (42.26 kg) and wheat height (55.11 cm) were 5.32, 5.01, 16.19 and 1.36 percent more than the plots tilled along the slope. The highest grain yield was found in 75% of residue (2.45 ton per hectare) under contour line direction which was about 53% bigger than control treatment (0% straw mulch) under along the slope. This study indicated that the application of straw mulch before cultivation and incorporating into soil using contour line tillage are proper soil management methods to obtain higher wheat yield in this dryland region. 3549 Ggeneral Checking the Sensitivity of Solute Advection- Dispersion Model to Reaction Coefficients and River Hydraulic Properties in the Process of Dissolved Oxygen Simulation Mirhashemi S. j Shayannejad M. k j 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. k 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1 12 2019 23 3 27 36 31 07 2017 23 09 2018 Nowadays, environmental pollutions especially water pollution is increasingly developing. One of the problems of entering the pollutants to rivers is reduction in the concentration of river dissolved oxygen. In order to manage the water resources, amount of dissolved oxygen should be predicted. This study presents a novel equation for simulating the concentration of river dissolved oxygen by adding the oxygen production and consumption in the river factors to equation for transmission-diffusion of minerals in the soil. The resultant equation was separated in finite differential method and by using implicit pattern. Calculations were done by encodings in MATLAB software. In order to calibrate and confirm the dissolved oxygen model, data derived from Zayanderood River around Zob-Ahan factory of Isfahan and Mobarakeh Steel Complex was used. By using some data, coefficients of model were determined. Analyzing the sensitivity of model coefficients showed that aeration constant (Kr) had the most effect on predicting the model. Since depends on hydraulic parameters of river, sensitivity of depth and pace of river was studied and finally depth of river was introduced as the most sensitive variable. 3669 Ggeneral Estimated Water Requirements and Stevia Rebaudiana Bertoni Crop Coefficient in Semi-Dry Climate under Lysimetric Conditions Ghamarnia H. l jalili Z. m Kahrizy D. n l 1. Department of Water Engineering, Compass of Agriculture and Natural Resources, Razi University, Kermanshah, Iran. m 1. Department of Water Engineering, Compass of Agriculture and Natural Resources, Razi University, Kermanshah, Iran. n 2. Department of Horticulture, Compass of Agriculture and Natural Resources, Razi University, Kermanshah, Iran. 1 12 2019 23 3 37 52 14 02 2018 06 10 2018 Exactly estimating of water requirement is essential for water balance studies, design and management of irrigation systems and water resources management. Because of limited soil and water resources in Iran, for optimal use of water resources in the agricultural sector, it is necessary to determine the amount of water requirement by different plants in different climatological conditions. In order to determine the water requirement and crop coefficients of Stevia, six lysimeter numbers were used in three replications for stevia and reference plant (grass). The reference Stevia plant evapotranspiration was measured on a daily basis. The results showed that during the 537 day period of Stevia cultivation, the maximum and minimum water requirement in the first and second year of cultivation was respectively 9.85 and 1.69 mm per day, and for the reference plant was obtained as 6.54 and 1.84 mm per day. In this study, the Kc coefficients in initial, development, intermediate and final stages of growth in 2016 were 0.76, 1.11, 1.46 and 1.05 and in 2017 at growth stages, were 0.76, 1.18, 1.52 and 1.29 respectively. The average of individual Stevia plant growth factors for four growth stages in two years of research was obtained as 0.76, 1.15, 1.49, and 1.17, respectively. 3672 Ggeneral Sensitivity Analysis of Aquacrop Model for Barley in Pakdasht Region Karimi Avargani H. o Rahimikhoob A. p Nazarifar M. H. o 1. Irrigation and Drainage Engineering Department, Aburaihan College, University of Tehran, Tehran, Iran. p 1. Irrigation and Drainage Engineering Department, Aburaihan College, University of Tehran, Tehran, Iran. 1. Irrigation and Drainage Engineering Department, Aburaihan College, University of Tehran, Tehran, Iran. 1 12 2019 23 3 53 63 21 02 2018 07 10 2018 In recent years, a lot of research has been done on the Aquacrop model, the results show that this model simulates the product performance for deficit irrigation conditions. But this model, like other models, is sensitive to values of independent variables (model inputs). In this research, the sensitivity of the Aquacrop model was analyzed for 4 input parameters of reference evapotranspiration, normalized water productivity, initial canopy cover percentage and maximum canopy cover for barley. Irrigation treatments included full irrigation and two deficit irrigation treatments of 80% and 60%, the experiment was done in 2014-15 growing season in the field of Abourihan College. The values of measured biomass were used as the base values for treatments. The Beven’s method (Beven et al., 1979) was used for sensitivity analysis of Aquacrop model. The results showed that the model is most sensitive to the reference crop evapotranspiration, So the sensitivity coefficient for this parameter for full irrigation treatments, 80% full irrigation and 60% full irrigation were -1.1, -1.2 and -2.3 respectively. The negative sign indicates that if the value of reference evapotranspiration input is exceeded the actual value into the model, Yield performance is simulated less than actual value. In the meantime, the higher the degree of deficit irrigation, the greater the sensitivity of the model. 3528 Ggeneral Investigating the Effect of Zeolite on the Coefficients of Soil Moisture Curve Models in Two Sandy and Loamy Texture Ghazavi R Omidvar E. Jeyhoni H. 1. Department of Rangeland and Watershed Management, Faculty of Natural Resources and Earth Sciences, Kashan University, Kashan, Iran. 1. Department of Rangeland and Watershed Management, Faculty of Natural Resources and Earth Sciences, Kashan University, Kashan, Iran. 1. Department of Rangeland and Watershed Management, Faculty of Natural Resources and Earth Sciences, Kashan University, Kashan, Iran. 1 12 2019 23 3 65 80 19 06 2017 16 10 2018 One of the important elements in mechanized irrigation is to know the relation between suction force (matric force) and soil moisture, which is referred to as moisture curve. The shape and coefficients of this curve are influenced by the texture and structure of the soil and can change with soil structure modification.  The most important goals of this study were to evaluate the effect of using zeolite on water holding capacity and coefficients of moisture curve patterns of two sandy and loamy soil texture, the effect of using zeolite on the shape and soil moisture curve coefficients based on various models, some of them so far in Iran, zeolite was added to soils at levels of consumption (2, 5 and 10%). The moisture content of each soil was determined at various points in 12 points using a Dicagon machine.  Soil moisture curve coefficients using software and fittings of six Brooks and Corey models, Kosugi, Durner, Fredlund and Xing,  VanGenuchten and Seki. The results indicate that in all models, the parameter value increases with the use of zeolite and increase the level of use. Water storage capacity also increases with the use of zeolite.  Other results showed that the best model for estimating the moisture curve of laryngeal and sandy soils of the Darren model is weakest and the weakest models in the lush soils of the broccoli model and Kasughi model and in the sandy soil of the Brooksouli model Blindness and model-gnuchten Shand. 3754 Ggeneral Evaluation of the Quality of Irrigation Water of Downstream of the Zard River Using Statistical Analysis Neisi L. Tishehzan P. 1. Irrigation and Drainage Department, Water Sciences Engineering Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran. 1. Irrigation and Drainage Department, Water Sciences Engineering Faculty, Shahid Chamran University of Ahvaz, Ahvaz, Iran. 1 12 2019 23 3 81 93 21 07 2018 23 10 2018 Rivers are one of the most important source of water supply for drinking and farming purposes. Zard River is one of the surface water resources of Khuzestan province. The purpose of this study is to evaluate the quality of the river water and to observe the trend of changes in the water quality of this river in the Mashin station during the period of 1997-2015 by using the Man-Kendal, Spearman, variance analysis statistical methods and the least significant difference (LSD) and cluster analysis. LSD test shows SAR, Na, Cl, pH parameters up to 2010 (before Jare dam construction) were significant at 95% confidence level compared to 2015 (year of control). No changes were made after dam construction. According to Mann-Kendal non-parametric test, pH, Ca and SO4 have a significant upward trend to the 0.037, 0.393 and 0.376 respectively, the variables Cl, SAR, Na and temperature have a significant decreasing trend to the -0.387, -0.417, -0.386 and -0.1 respectively. Also Spearman test shows that the dam improved the quality of river water regarding to salinity. Variance analysis show that pH, SAR, Na, Cl, Ca and SO4 have significant difference. Cluster analysis classified the qualitative data before the construction of the dam in three clusters and after the construction of the dam were divided into two clusters where TDS variable was less distant than other variables. As a result, the quality of the irrigation water is changed downward and the TDS is more similar to the other variables compared. 3616 Ggeneral Effects of Soil Parameters on Aboveground Net Primary Production in Meadow Rangelands in Fandoghlou Region of Namin County, Ardabil Province GHorbani A. Hassanzadeh Kuhsareh2 E. Moameri M. Hashemi Majd K. Pournemati A. 1. Department of Natural Resources, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, Ardabil, Iran. 1. Department of Natural Resources, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, Ardabil, Iran. 1. Department of Natural Resources, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, Ardabil, Iran. 2. Department of Soil Science, Faculty of Agriculture and Natural Resource, University of Mohaghegh Ardabili, Ardabil, Iran. 3. Department of Natural Resources, Faculty of Agriculture and Natural Resources, University of Gorgan University of Agriculture Science and Natural Resources, Gorgan, Iran. 1 12 2019 23 3 95 107 16 11 2017 24 10 2018 In this study, the effect of some soil parameters on the life forms and total aboveground net primary production (ANPP) in meadow rangelands in Fandoghlou region of Namin county in Ardabil Province were investigated. ANPP in 180 plots of 12 by harvesting and weighting method were measured. Eighteen soil samples were collected along transects. Some physical and chemical attributes of the soil were measured by standard methods. The relationship between these parameters and ANPP was performed using multivariate regression (enter) method. To determine the effects of important soil parameters on ANPP variation, principal component analysis (PCA) was used. The results of regression analysis showed that electrical conductivity (EC), magnesium (Mg), spreadable clay (WDC), volumetric moisture content (VM), organic carbon (OC), soluble potassium (KS), exchangeable potassium (Kexch), sodium (Na) and phosphorus (P) were the effective parameters on the life forms and total ANPP (p<0.01). The accuracy of obtained equations for grasses, forbs and total ANPP were calculated 79, 76 and 70%, respectively. Moreover, results of PCA showed that soil parameters justify 84.52 percent of total ANPP variation and in comparison, with regression results with 28% it provides better results. 3749 Ggeneral Status, Source and Environmental Pollution Assessment of Some Heavy Metals in Street Dust of Dezful City Sadeghdoust F. Ghanavati N. Nazarpour A. Babaenejad Timoor Watts M. J. 1. Department of Soil Science, Khuzestan Science and Research Branch, Islamic Azad University, Ahvaz, Iran., 2. Department of Soil Science, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. Islamic Azad University, Ahvaz Branch 3. Department of Geology, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. 2. Department of Soil Science, Ahvaz Branch, Islamic Azad University, Ahvaz, Iran. 4. Inorganic Geochemistry Facility, Centre for Environmental Geochemistry, British Geological Survey, Nottingham, UK. 1 12 2019 23 3 109 123 03 07 2018 27 10 2018 Heavy metals in street dust, as one of the most important environmental consequences of human activities, have attracted many researchers' attention in recent years due to their toxicity and sustainability. Therefore, this study aimed to investigate the hazard of heavy metals (lead, zinc, copper, chrome, cadmium, nickel, vanadium, arsenic and cobalt) on human health in street dust in Dezful. To this end, 30 dust samples collected from sidewalks of main streets of Dezful were analyzed by Atomic Absorption (AAS). The level of heavy metals pollution was estimated based on the pollution index and Nemro Integrated Pollution Index. Moreover, the spatial pattern of the concentrations of metals in street dust was prepared in GIS. The average concentrations of heavy metals in Pb, Zn, Cu, Cr, Cd, Ni, V, As and Co were 54.2, 223.6, 50.6, 44.4, 0.4, 45.8, 37.8, 3.3 and 7.6 (mg/kg), respectively. The average concentration of all heavy metals except As, V and Co in the samples of dust in the city of Dezful was several times higher than that of the background one. Based on the average EF and PI in the target area, heavy metals of Zn and Pb have high contamination. Based on the evaluation of NIPI, 100% of samples have high degree of contamination. The results showed that the source of pollution of the studied metals such as urban transport and burning of fossil fuels was anthropogenic. 3745 Ggeneral Modelling the Relationship between the Frequency of Dust Storms and Climatic Variables in the Summer Time in Desert Areas of Iran Ghorbani S. Moddress R. 1. Watershed Management Department, Natural Resources Collage, Isfahan University of Technology, Isfahan, Iran. 1. Watershed Management Department, Natural Resources Collage, Isfahan University of Technology, Isfahan, Iran. 1 12 2019 23 3 125 140 25 06 2018 29 10 2018 The purpose of this study was to model the relationship between the frequency of dust storms and climatic variables in desert areas of Iran. For this purpose, climatic data of temperature (maximum and minimum), rainfall, wind speed (maximum and minimum), and their relationship with the number of days with dust recorded in 25 meteorological stations (statistical period since their inception until 2014) in summer using Pearson correlation coefficient and linear regression method multivariate was analyzed in SPSS software. Also, due to regional analysis, correlation coefficient between climatic variables and frequency of drought storms in desert areas of Iran, the mapping of these coefficients was prepared by method of Inverse distance weighting (IDW) in Arc GIS software. The results showed that the stations in the south and southwest of the study area have the highest dust incidence in the summer season. So that Zabul station with (3892 days) has the most frequent occurrence of dust storms. In most stations, there was a significant relationship between the frequency of dust storms and the variables of average wind speed and maximum wind speed. The highest correlation coefficient of the mean wind speed was related to the station of the Chabahar Konarak with correlation coefficient of 0.710 and Iranshahr station with a correlation coefficient of 0.65, showed the highest correlation with maximum wind speed. The maximum temperature variable at Qom station with a correlation coefficient of 0.398 shows a significant and positive relationship. Iranshahr station has a correlation coefficient of -0.620 with a mean temperature and Minab station has a correlation coefficient of -0.446 with maximum temperature. The results of temperature correlation with the frequency of dust storms indicate that ground low pressure is effective in creating the phenomena in the warm course of the year. Most stations have inverse correlation with precipitation. The highest correlation coefficients between precipitation and dust events were observed at -0.208 and -0.185 at east of Isfahan and Torbat Heidariyeh stations, respectively. Multivariate regression modelling between dust and climatic variables in summer also shows that the most important parameter in dust events are average wind speed, maximum wind speed and average temperature. Regression models show that, at the best condition, climate variables explain only 70% of the variation of dust frequency. 3699 Ggeneral Performance Evaluation of Two Strategies of “Lining” and “Automated Operation” in Reducing the Water Conveyance and Distribution Losses within the Main Canals, Case Study of Moghan Main Canal Barkhordari S. Hashemy Shahdany M. Bagherzadeh Khalkhali A. 1. Water Engineering Department, College of Aburaihan, University of Tehran, Tehran, Iran. 1. Water Engineering Department, College of Aburaihan, University of Tehran, Tehran, Iran. 1. Water Engineering Department, College of Aburaihan, University of Tehran, Tehran, Iran. 1 12 2019 23 3 141 155 18 04 2018 29 10 2018 Seepage losses and poor operational activities are the two main source of water losses throughout the agricultural water conveyance and distribution systems in irrigation districts. This study aims to investigate the performances of two strategies of “canal lining” and employing the “Canal Automation” in order to reduce the losses mentioned above. The investigation was carried out on a couple of main canal reaches of Moghan Irrigation Districts. Two numerical models were simulated by Seep/w software to compare the seepage rate between the canal with and without concrete lining. The results reveal that the ability of concrete lining to reduce seepage losses along the canal is about 10%. Performance assessment of the “Canal Automation” strategy to minimize operational losses within the main canal was carried out employing Model Predictive Control (MPC). The results of the latter strategy indicate that employing the MPC not only reduces the operational losses along the canal by 15% but also improves the operation of the main canal so that the minimum efficiency and adequacy performance indicator was obtained 100% and 83% respectively. Therefore; due to Executive considerations and financial constraints in the same cases, the potential of each of the two strategies can be considered to reduce the conveyance and distribution losses and ultimately choose the most suitable option. 3291 Ggeneral Evaluation of Field Performance of Steady State Drainage Equations for Sugarcane Agro-Industrial Company in Khuzestan Matinzadeh M. M. Abedi Koupai J. Sadeghi-Lari A. Nozari H. Shayannejad M. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 2. Department of Water Engineering, Faculty of Agriculture and Natural Resources, University of Hormozgan, Bandar Abbas, Iran. 3. Department of Irrigation Engineering, Faculty of Agriculture, Bu-Ali Sina Hamedan University, Hamedan, Iran. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1 12 2019 23 3 157 168 05 06 2016 07 09 2016 Selection of drainage equation with acceptable accuracy has always been a challenge for designers to design subsurface drainage systems. In this research, seven steady state drainage equations were used for predicting daily and cumulative drainage rate on a farmland of sugarcane in Imam agro-industrial Company. These drainage equation included Hooghoudt, Ernst, Kirkham and Dagan that have been developed in the past and Mishra and Singh, Henine and Yousfi et al that recently developed. The statistical indices consist of P-value, RMSE, R2 and Percentage Error of estimating cumulative drainage rate were calculated for Hooghoudt equation 0.9501, 1.49 (mm/day), 0.80 and -0.19%, respectively. For Ernst equation 0.0001, 2.46 (mm/day), 0.34 and 16.98%, respectively. The result of performance of drainage equations revealed that Hooghoudt and Ernst equation were as the equations with the highest and lowest accuracy in predicting drainage rate, respectively. Also from the newly developed equations, the Yousfi et al equation was found with relatively well accuracy to predict the drainage rate. This equation was placed in second rank after Hooghoudt equation and other equations showed poor performance. Thus, with selection of the appropriate drainage rate, the Hooghoudt equation is suggested for designing of drain spacing in medium to heavy textured soils such as sugarcane agro-industrial. 3685 Ggeneral Effects of Raw Water Quality on the Efficiency of Domestic Reverse Osmosis Apparatus in Khuzestan Province Jafari S. Golsoltani M. Lajmir-Orak Nejati M. 1. .Department of Soil Science, Khuzestan Agricultural Sciences and Natural Resources University, Khozestan, Iran. 1. .Department of Soil Science, Khuzestan Agricultural Sciences and Natural Resources University, Khozestan, Iran. 1. .Department of Soil Science, Khuzestan Agricultural Sciences and Natural Resources University, Khozestan, Iran. 1 12 2019 23 3 169 182 15 03 2018 12 11 2018 The aim of this study was the effect of raw water quality on the efficiency of domestic reverse osmosis apparatus in Khuzestan province. The results showed that the purified water quality was related to the quality of entrance raw water. With increasing in salt concentrations (EC) or TDS, purification efficiency was decreased. The cation and anions content of refinery water was related to TDS and EC. The Ca/Na and Mg/Na were decreased due to refinery. The ability of these apparatus to reduction of two valence cations were more than mono valence. As same as this trend was observed for anions. Also, the comparison of the EC of raw water and refinery from these apparatuses had different EC from different raw water entrance. This means of these apparatuses had different efficiency with changes of raw water quality. Generally, domestic water purification systems have better performance in Karun river water treatment than in Kheiryrabad and Karkheh rivers. 3708 Ggeneral Application of Evolutionary Algorithm to Optimization of ANNIS Model for Discharge Coefficient Circular Side Spillway Modeling Asadi M. J. Shabanlou S. Najarchi M. Najafizadeh M. M. 1. Department of Civil Engineering, Arak Branch, Islamic Azad University, Arak, Iran. 2. Department of Water Engineering, Kermanshah Branch, Islamic Azad University, Kermanshah, Iran. 1. Department of Civil Engineering, Arak Branch, Islamic Azad University, Arak, Iran. 3. Department of Mechanical Engineering, Arak Branch, Islamic Azad University, Arak, Iran. 1 12 2019 23 3 183 196 30 04 2018 11 11 2018 In this study, the discharge coefficient of the circular side orifices was predicted using a new hybrid method. Combinations made in this study were divided into two sections: 1) the combination of two algorithms including Particle Swarm Optimization (PSO) and Genetic Algorithm (GA) and providing the PSOGA algorithm 2) using the PSOGA algorithm in order to optimize the Adaptive Neuro Fuzzy Inference Systems (ANFIS) network and providing the ANFIS-PSOGA method. Next, by identifying the parameters affecting on the discharge coefficient of the circular side orifices, 11 different combinations were provided. Then, the sensitivity analysis conducted by ANFIS showed that the Froude number and the ratio of the flow depth to the orifice diameter (Ym/D) were identified as the most effective parameters in modeling the discharge coefficient. Also, the best combination including the Froude number (Fr), the ratio of the main channel width to the side orifice diameter (B/D), the ratio of the orifice crest height to its diameter (W/D) and the ratio of the flow depth to the orifice diameter (Ym/D) for estimating the discharge coefficient was introduced. For this model, the values of Mean Absolute Percentage Error (MAPE), Root Mean Square Error (RMSE) and correlation coefficient (R) were obtained 0.021, 0.020 and 0.871, respectively. Additionally, the performance of the ANFIS-PSOGA method was compared with the ANFIS-PSO and ANFIS methods. The results showed that the ANFIS-PSOGA method for predicting the discharge coefficient was the superior model 3644 Ggeneral Comparison of Applied Water and Estimated Water Requirement by WUCOLS and LIMP Methods for Golha Garden in Isfahan Shojaei P. Gheysari M. Nouri H. Esmaeili H. Eslamian S. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 2. Faculty of Engineering Technology, University of Twente, Netherlands. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1. Department of Water Engineering, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1 12 2019 23 3 197 210 10 01 2018 23 04 2018 Creation and conservation of urban parks is challenging in arid environments where daily thermal extremes, water scarcity, air pollution and shortage of natural green spaces are more conspicuous. Water scarcity in the arid regions of Iran is major challenge for water managers. Accurate estimation of urban landscape evapotranspiration is therefore critically important for cities located in naturally dry environments, to appropriately manage irrigation practices. This study investigated two factor-based approaches, Water Use Classifications of Landscape Species (WUCOLS) and Landscape Irrigation Management Program (LIMP), to measure the water demand in a botanic garden. The irrigation water volume applied was compared with the gross water demand for the period from 2011 to 2013. On average, WUCOLS estimated an average annual irrigation need of 1164 mm which is 15% less than the applied value of 1366 mm while the LIMP estimate of 1239 mm was 9% less than the applied value. Comparison of estimated and applied irrigation showed that a water saving of 9% can be made by the LIMP method. The outcomes of this research stressed the need to modify the irrigation requirements based on effective rainfall throughout the year, rather relying on long-term average data. 3657 Ggeneral Using of Metaheuristic Water Cycle Algorithm in order to Determine Optimal Crop Cultivation across of Genetic Algorithm and linear programming (Case Study: Varamin Irrigation Network) Ganji khorramdel N. Abdoos M. Hoseini Mooghaari S. M. 1. Department of Water Engineering, Faculty of Agriculture, Arak University, Arak, Iran. 1. Department of Water Engineering, Faculty of Agriculture, Arak University, Arak, Iran. 2. Department of Water Resources Engineering, Tehran University, Karaj, Iran. 1 12 2019 23 3 211 221 30 01 2018 14 08 2018 Due to water use increasing, attention to optimal water resources allocation is needed. In recent decades, the use of intelligent evolutionary methods for optimization of water allocation was focused more by researchers. The aim of this study is to development on water resources planning model that determined the proper cultivation, optimal exploitation of groundwater and surface water resources although water allocation among crops is a way to minimize the adverse effects of dehydration and increase its revenue. In this study, for maximizing profits, estimating crop water requirements at different periods to optimize the management of cropping patterns and irrigation management in cultivation in Varamin irrigation network using a new evolutionary algorithm was called the water cycle. Then for validation of this method is that a new approach and ensure the integrity of its performance Its results are compared with a genetic algorithm model and linear programming as our base (R2=0.9963). The results showed that the area cropping pattern was not optimal and the area under cultivation of crops such as wheat, barley, tomatoes, Bamjan, melon, alfalfa reaches zero and the new paradigm of the largest area under cultivation to industrial goods and then was assigned cucumbers. While our revenues have increased about 11 percent. In addition to amount of water in different months remain in the network that can be used for many that such as injection into underground aquifers or other crops based on the amount of water available. 3678 Ggeneral Protective Role of Biochar in Different Soil Moisture for Prevent Soil Loss in Laboratory Conditions Karimi N. Gholami L. Kavian A. 1. Department of Watershed Management Engineering, Faculty of Natural Resources, Sari Agricultural Sciences and Natural Resources University, Sari, Iran. 1. Department of Watershed Management Engineering, Faculty of Natural Resources, Sari Agricultural Sciences and Natural Resources University, Sari, Iran. 1. Department of Watershed Management Engineering, Faculty of Natural Resources, Sari Agricultural Sciences and Natural Resources University, Sari, Iran. 1 12 2019 23 3 223 235 27 02 2018 17 11 2018 The using of soil conditioners to water and soil conservation is essential and also, the effect study of soil moisture on the soil conservation process and its role on changing runoff, soil erosion and sediment yield is necessary for understanding and simulating the hydrologic response of soil. Therefore, the present study was carried with the aim of investigating the effect of biochar with amount of 1.6 t ha-1 on the components of  time to runoff, runoff volume, runoff coefficient, soil loss and sediment concentration in different soil moisture including air-dried, 15, 20 and 30 percent with three replications in plot scale. The results showed that after application of biochar conditioner, time to runoff compared with control treatment at soil moistures of air-dried of 15, 20 and 30 percent happened later 66.66, 186.6, 150.5, and 475.47 respectively. The results also showed that the runoff volume at soil moistures of air-dried of 15, 20 and 30 percent decreased 44.49, 55.65, 36.47 and 41.08 percent, respectively, and the runoff coefficient reduced 55.71, 66.39, 48.44 and 37.82 percent, respectively. The adding biochar caused the decreasing soil loss with rates of 91.19, 85.055, 85.63 and 88.066 percent, respectively, and the sediment concentration with amounts of 84.19, 66.53, 76.57 and 79.59 percent, respectively. Also the results showed that the changes of soil moisture had the significant effect on changing the time to runoff, runoff volume, and soil loss and sediment concentration in level of 99 percent. 3781 Ggeneral Numerical Simulation and Estimation of the Transvers Macrodispersivity Coefficient of Aqueous Phase (Miscible) Contaminants of Salt Water in a Heterogeneous and Homogeneous Porous Media Iranpour Mobarakeh M. Koch M. 1. Department of Geohydraulics and Engineering Hydrology, Faculty of Civil and Environmental Engineering, University of Kassel, Kurt-Wolters Str. 3, D-34119, Kassel, Germany., 2. Department of Civil Engineering, Lenjan Branch, Islamic Azad University, Isfahan, Iran. 2. Department of Civil Engineering, Lenjan Branch, Islamic Azad University, Isfahan, Iran. 1 12 2019 23 3 237 249 28 09 2018 28 11 2018 Deterioration of groundwater resources in coastal regions due to the progression of saline water in aquifers in these regions is currently one of the important issues in providing water needs in these areas. In coastal regions, saline water enters the aquifer from below in shape of wedge. Due to the difference in the density between fresh and salty water, an interface zone forms between two fluids. In order to better understanding the importance of this issue, experiments and numerical investigations of density-depended flow and transport through a tank filled with a variety of sand, are great help in achieving this. In this research, the real sand tank was simulated using SUTRA model. This simulation includes configuration, discretization, property assignment and boundary conditions determination. Finally, the transverse macro-dispersivity coefficient was estimated for different scenarios of the solute transport in this tank. The purpose of this research is to analyze of the solute dispersion, in mixing salt and fresh water, and the effect of seepage velocity, concentration of pollutant source and heterogeneity of porous media on the flow dispersivity property. In this research, after studying the effect of different boundary conditions in SUTRA model on the development of the salt water plume, simulation of the model of heterogeneous sand tank and comparing its results with laboratory model and homogeneous model were performed. As a practical result of this research, the diagram of changes in the coefficient of transverse dispersivity against the source concentration and seepage flow velocity was plotted. In numerical simulation of heterogeneous Porous media, for all concentrations, with the exception of the concentration C0= 35000, with increasing flow velocity, the values of the transverse dispersivity coefficient AT calculated by SUTRA decreased. Also AT for all seepage velocities, with the exception of seepage velocity u=4 m/day, increased with increasing source concentration. Also, the values obtained AT from the SUTRA model were more than the values of AT obtained from experiments. In numerical simulation of the homogeneous porous media, for all velocities, as the concentration source C0 increases, the transvers macro dispersivity coefficient AT increases. According to the applied results, suitable solutions can be found to improve the quality of groundwater and prevent the mixing of fresh and saltwater resources. 3322 Ggeneral Soil's Petroleum Contamination and Carbon Nanotubes Effects on Maize Plant Growth Parameters Foyouji shahrezaei A. Hajabbasi M. A. 1. Department of Soil Science, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1. Department of Soil Science, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 1 12 2019 23 3 251 260 22 08 2016 28 11 2018 A well healthy environment can quietly affect the life quality and human community. In recent decades the need for and utilizing fossil had increased and thus the environmental pollutions including for soil has also increased. Petroleum contaminated soils are not suitable for agricultural, residential and social usage and cause economical, ecological and agricultural damage. To cope with this challenge, the use of additives such as carbon nanotubes has expanded to soil, but the use of these elements has raised concerns about their risk to biological processes and systems, such as effects on physiology and plant growth, and there have not been much studies on this issue. In order to investigate the interaction of soil petroleum pollution and carbon nanotubes on some plant characteristics such as wet mass, dry matter and plant length, seed and maize seedling were separately treated with 0, 10, 20 and 40 mg/l carbon nanotubes at the beginning. In pots containing soil with three levels of petroleum pollution, 2.43, 2.76 and 4.16% were cultivated with 3 replications. A completely randomized design was used in the form of factorial experiments. Wet mass, dry matter and length of shoot and root of plants were determined. The results showed that petroleum pollution had a negative effect on the growth characteristics. It was also observed that application of carbon nanotubes to maize (whether seed or seedling) depending on the concentration of these materials, could have different effects on plant growth parameters. 3768 Ggeneral The Numerical and Experimental Study of Scouring Pattern around Direct and Polo-Shaped Groynes Khalaj M. Gohari S. Okhravi S. S. 1. Department of Water Science Engineering, Faculty of Agriculture, University of Bu-Ali Sina, Hamedan, Iran. 1. Department of Water Science Engineering, Faculty of Agriculture, University of Bu-Ali Sina, Hamedan, Iran. 1. Department of Water Science Engineering, Faculty of Agriculture, University of Bu-Ali Sina, Hamedan, Iran. 1 12 2019 23 3 261 273 19 08 2018 05 12 2018 Experimental and numerical study of scouring pattern on the direct and polo-shaped groynes have been investigated in this paper. In this study, direct and polo-shaped groynes models with a length of 0.12 meter have been used in discharges of 10.5, 15, 20 liters per second in a direct flume. The results showed that the maximum scour depth formed around the groyne head of direct and polo-shaped types has increased with augmentation of flow discharge, which was 0.095 and 0.104 meter in the case of 20 L/s discharge respectively. Also, the width of scour hole was 2.25 and 2 times of effective length of the groyne in direct and polo-shaped groynes respectively. In this regards, maximum scour depth around the head of groyne was seen 0.87 and 0.79 times of the effective length of the groyne. Sand form located at downstream of the direct groyne at the distance of 0.09 and 0.15 meters from the side wall of direct groyne was stretched and extended to about 1.3 times of the channel width as well. While the length of the sand form for direct groyne was 1.15 times of the channel width. Overall, the dimensions of the scour hole around the polo-shaped groyne, was less than the direct groyne. In addition to understanding the hydraulic behaviour around the groyne, Flow3D software was used. Statistical survey of the results obtained by experimental and numerical models attested that the relative error of the numerical model could be about 20%, which shows an appropriate performance of using Flow3D for predicting the maximum scour depth. 3609 Ggeneral Evaluation of COD and BOD5 Removal Efficiency by Combined Treatment Aerobic-Anaerobic (AO) on Sewage of Metal Industries Mohamadi O. Heidarpour M. Jamali S. 1. Water Engineering Department, Faculty of Soil and Water Engineering, Gorgan University of Agricultural Science and Natural Resources, Gorgan, Iran. 2. Water Engineering Department, College of Agriculture, Isfahan University of Technology, Isfahan, Iran. 3. Water Engineering Department, Faculty of Agriculture, Ferdowsi University of Mashhad, Mashhad, Iran. 1 12 2019 23 3 275 287 01 11 2017 12 12 2018 Shortage of water resources and renewable per capita in last 30 years is put Iran on crisis threshold. Wastewater reuse is one of the battle solutions for water shortage and prevents wastewater depletion and environmental pollution. Thus, a pilot scale experiment was carried out to evaluate an integrated anaerobic/aerobic treatment for removal of BOD5 and COD, also to reduction of hydraulic retention time by considering optimum removal efficiency. The pilot was an anaerobic/aerobic bioreactor type under continuous-feeding regime based on a central composite design. The pilot was studied in different retention time and aeration was carried out between 5-15 hours. According to different retention times for COD removal efficiency, 24 hours was selected as optimum hydraulic retention time, that it is comparable to those obtained for 48 hours and over in plant roughly and could remove COD and BOD in acceptable ranges, results showed that average removal efficiency for BOD5 were 63.86 and 83.99 percent in aerobic and anaerobic phases, respectively. The average removal efficiency for COD was 76.5 and 74.35 percent for anaerobic and aerobic sections, respectively. The average removal efficiency for BOD5 and COD in this integrated aerobic-anaerobic pilot 95.24 and 94.8 percent, respectively. 3695 Ggeneral Assessing Relation of Soil Hydrophobicity and Soil Water Content and Determining Threshold Moisture of Organic Soil Samples Mousavi Zadeh Mojarad R. Tabatabaei S. H. Ghorbani B. Nourmahna N. 1. Department of Water Engineering, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran. 1. Department of Water Engineering, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran. 1. Department of Water Engineering, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran. 2. Department of Agriculture, Payamnoor University, Iran. 1 12 2019 23 3 289 298 11 04 2018 12 12 2018 Soil water content is the most effective factor associated with the hydrophobic and hydrophilic changes in a soil. Water repellency in soils, is not a permanent feature; it can be reached in the dry season and reduced or eliminated in the wet season It can be said that in terms of moisture, there is a critical region that is defined as the threshold moisture content, where in lower moisture, the soil is repellent and in higher moisture, the soil is wet able. The purpose of this study was to investigate soil moisture variations on degree of hydrophobicity and determine the amount of threshold water content in soil samples of wetland around Shahr-e-Kord. In this study, some samples of Shahr- e-Kord wetland were investigated. After determining the initial moisture content of the soil, the soil hydrophobicity conditions were determined by determining the time of water droplet penetration (WDPT). Soil moisture variations were carried out using soil wetting and drying method, and in each step the soil hydrophobicity conditions were tested. Reducing water content in soil samples, led to a change in the degree of hydrophobicity in hydrophobic samples, in one soil hydrophilic soil sample, Reducing water content changed hydrophilic soil to hydrophobic soil. The threshold water content was also observed up to a maximum of 54% volumetric water content at a given point. Based on this, the higher moisture content of the threshold at this point indicates the higher soil potential for runoff generation. Soil analysis showed that soil organic matter had a positive correlation with threshold water content. 3780 Ggeneral Experimental Investigation of the Characteristics of Hydraulic Jump in a Diverging Stilling Basin with an Adverse Slope Using Baffle Blocks Eshkou Z. Dehghani A. Ahmadi A. Shahrood University of Technology 2. Department of Water Engineering, Gorgan University of Agricultural Sciences and Natural Resources, Gorgan, Iran. 1. Department of Civil Engineering, Shahrood University of Technology, Sharood, Iran. 1 12 2019 23 3 299 311 26 09 2018 26 12 2018 Stilling basins have been used as an energy dissipater downstream of hydraulic structures. Dimensions of the stilling basins depends on hydraulic jump characteristics. In this research diverging hydraulic jump with an adverse slope using baffle blocks and an end sill have been studied experimentally and effect of diverging angle of the walls, adverse bed slope and baffle blocks on the hydraulic jump characteristics have been evaluated. Tests have been done for rectangular stilling basin with different bed slopes (0.025-0.05-0.075) and different diverging angle (3-5-9) degree and using baffle blocks. Discharge and Froude numbers considered to range from 39 to 81.7 lit/s and 4.44 to 8.56 respectively. Results have been indicated that the baffle blocks have been reduced sequent depth ratio and relative length of the jump 12% and 18% respectively (in comparison to diverging stilling basin with adverse slope without block). It was also found that baffle blocks and end sill could considerably improve the general condition and features of an expanding hydraulic jump with an adverse slope and could stabilize the position of this type and bi-stable situation of the flow. 3798 Ggeneral The Investigation of the Estimation Precision of Infiltration Equation Parameters Based on Soil Physics Characteristics for Furrow Irrigation Moravejalahkami B. 1. Soil and Water Research Department, Yazd Agricultural and Natural Resources Research and Education Center, Agricultural Research, Education and Extension Organization (AREEO), Yazd, Iran. 1 12 2019 23 3 313 325 21 11 2018 06 01 2019 Furrow irrigation is the most common method of surface irrigation. However, the accurate estimation of the soil water infiltration equation is the most important challenge for evaluating this method of irrigation. In this study, a fast and simple method that is named soil intake families and presented by USDA-NRCS (RSIF), evaluated for estimation of the Kostiakove-lewis infiltration equation parameters based on soil information. Also, this method was developed based on irrigation condition and considering soil characteristics (D-RSIF). Two treatments including constant and variable inflow discharge were tested with 4 repetitions and different irrigation phases including advance, storage and recession were simulated by developed Zero-Inertia model using RSIF and D-RSIF methods. The results showed that using the zero- inertial model, the difference between simulated advance times and simulated runoff were significant at 5% level for D-RSIF and RSIF methods. For variable inflow discharge, the error of estimating runoff volume was 10%, 6%, 12% and 41% for RSIF, D-RSIF, multilevel calibration and two-point methods respectively. Also, the irrigation scheduling error, based on soil physics characteristics (RSIF) was 14% that means consuming water more than required. 3680 Ggeneral Study of Soils and Aeolians Pollution to Heavy Metals in Shahrekord Plain Mirbagheri S. Naderi M. Salehi M. H. Mohammadi J. 1. Department of Soil Science Engineering, Faculty of Agriculture, University of Shahrekord, Shahrekord, Iran. 1. Department of Soil Science Engineering, Faculty of Agriculture, University of Shahrekord, Shahrekord, Iran. 1. Department of Soil Science Engineering, Faculty of Agriculture, University of Shahrekord, Shahrekord, Iran. 1. Department of Soil Science Engineering, Faculty of Agriculture, University of Shahrekord, Shahrekord, Iran. 1 12 2019 23 3 327 339 01 03 2018 06 01 2019 Rivers are one of the most important source of water supply for drinking and farming purposes. Zard River is one of the surface water resources of Khuzestan province. The purpose of this study is to evaluate the quality of the river water and to observe the trend of changes in the water quality of this river in the Mashin station during the period of 1997-2015 by using the Man-Kendal, Spearman, variance analysis statistical methods and the least significant difference (LSD) and cluster analysis. LSD test shows SAR, Na, Cl, pH parameters up to 2010 (before Jare dam construction) were significant at 95% confidence level compared to 2015 (year of control). No changes were made after dam construction. According to Mann-Kendal non-parametric test, pH, Ca and SO4 have a significant upward trend to the 0.037, 0.393 and 0.376 respectively, the variables Cl, SAR, Na and temperature have a significant decreasing trend to the -0.387, -0.417, -0.386 and -0.1 respectively. Also Spearman test shows that the dam improved the quality of river water regarding to salinity. Variance analysis show that pH, SAR, Na, Cl, Ca and SO4 have significant difference. Cluster analysis classified the qualitative data before the construction of the dam in three clusters and after the construction of the dam were divided into two clusters where TDS variable was less distant than other variables. As a result, the quality of the irrigation water is changed downward and the TDS is more similar to the other variables compared. 3767 Ggeneral Land Use Changes in Dust Sources of South and South-East Ahwaz Norouzi A. Ansari M. Moazami M. Asgharipour Dasht Bozorg N. 1. Department of Soil Science, Faculty of Agriculture, Agricultural Sciences and Natural Resources University of Khuzestan, Khuzestan, Iran. 1. Department of Soil Science, Faculty of Agriculture, Agricultural Sciences and Natural Resources University of Khuzestan, Khuzestan, Iran. 2. Department of Nature Engineering, Faculty of Natural Resources, Agricultural Sciences and Natural Resources University of Khuzestan, Khuzestan, Iran. 3. Soil Conservation and Watershed Management Research Institute, Tehran, Iran. 1 12 2019 23 3 341 354 19 08 2018 09 01 2019 In recent decades, land use changes have been one of the most important environmental issues worldwide. This study was carried out to investigate and analyse land use changes in dust sources of south and south-east Ahwaz and surrounding lands using remote sensing technique. Firstly, based on the standard precipitation index (SPI), the years 1986, 2002 and 2016 were selected as years with near normal situation. In the next step, land use maps of the study area were extracted using a Landsat satellite images and supervised classification methods. MNDWI index was used to increase the accuracy of image classification. In order to evaluate the efficiency of each method, the overall accuracy and kappa coefficient were used. Finally, to investigate land use change a post-classification comparison method was employed. According to research findings, in the first period (1986-2002), the area of vegetation, wet land with vegetation and water bodies have increased by 419%, 219% and 40.7%, respectively, in contrast, the area of barren and poor range has reduced by 36.6%. One of the major causes of these changes is human factors such as population growth and climate variables such as proper amounts of precipitation. In the second period (2002-2016), the area of wet land with vegetation, water bodies and vegetation has been decreased by 94%, 49.3% and 46.7%, respectively; in contrast, barren and poor range land has been increased by 45.4%. Recent droughts increase the temperature and incorrect and non-principled management of water resources has been effective in reducing green cover and water bodies and increasing in bare land. The results show that, during the three decades, built-up land has been increased by 157%, while River bed has decreased by 28.8%. These results indicate a total degradation in the region due to climate change and human activities. 3731 Ggeneral Hydraulic Parameters Sensitivity Analysis of Porous Media at Inverse Solution of Bromide Transport Ansari samani F. Tabatabaei S. H. Abbasi F. Alaei E. 1- Department of Water Engineering, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran. 1- Department of Water Engineering, Faculty of Agriculture, Shahrekord University, Shahrekord, Iran. 2- Agricultural Engineering Research Institute, Agricultural Research, Education and Extension Organization, Karaj, Iran. 3- Environmental and Biotechnology Department, Research Institute of Petroleum Industry, Tehran, Iran. 1 12 2019 23 3 355 366 04 06 2018 15 01 2019 Simulation of water and salt transfer in soil is very effective in managing optimal water and fertilizer use in the field. In this study, the HYDRUS-1D model was used to simulate the transfer of water and bromide in a laboratory column of soil with clay loam texture. Soil hydraulic parameters (including air entry point) α, (saturated hydraulic conductivity) ks, (residual moisture content) θr (saturation moisture content) θs, (pore and particle joint parameter) l (parameter of moisture curve shape) n through measurement and using Retc software was obtained Solubility transfer parameters including difiusion coefficient and actual velocity were estimated using soil hydraulic parameters and bromide concentration data by reverse modeling method. According to the target coefficients, the sensitivity analysis of the physical model was performed .The results showed that the correlation coefficient of observation and simulation bromide concentration in optimal mode was 0.84%. accordingly, the diffusion coefficient was estimated to be 4.9 cm. based on the results of the sensitivity analysis, the saturation hydraulic conductivity had the greatest effect on the variation of this parameter, so that the amount sensitivity coefficient of this parameter was 2.64 The RMSE coefficient with a value of 0.04 was the lowest and ME coefficient with the value of -0.0001 had the most parameter variations. 3702 Ggeneral The Effect of Drought on Surface Water Quality of the Halil-Rood Basin, Kerman Shahrokhi Zahra Zare M. Mirmohammadi Maybodi A. Arabi Aliabad F. yazd university yazd university Isfahan University yazd university 1 12 2019 23 3 367 380 21 04 2018 22 01 2019 Droughts are natural events and could lead to declining surface water quality of regional basin. Understanding the complex impacts of drought may help authorities to monitor changes in different regional basin and to make appropriate decision on development of a river basin management plan. In this study 20 years annual precipitation time series from 1994-2013 from 7 synoptic weather stations located in the Halil-Rood basin were analysed using both Standard Precipitation Index (SPI) and Reconnaissance Drought Index (RDI) and then dry (-1.35 to -1.75) and wet years (1/7 to 2.45) were determined by model simulation studies. Several climate based drought indices and remotely sensed based drought indices were used for monitoring and evaluating of drought. The impact of drought on the water quality parameters in the study area was evaluated. Results showed that there was significant relationship between most of the examined water quality parameters (Ca2+, Mg2+, HCO3-, SO42+, Na+, total dissolved solids TDS, SAR) and drought, however there was no significant relationship between water pH and drought. The study indicated that focus on the drought indices might be helpful as a tool in improving surface water resources management under drought condition and may promote sustainable water resources utilization and management in the study area. Also, dividing the Halil-Rood basin into several homogeneous regions is recommended for future studies to prepare a better ground for studying the effect of drought on the quality of water at a regional scale. 3692 Ggeneral Identifying the Determinant Factors Influencing S Index in Calcereous Soils Using Anneling Simulated– Artificial Neural Network Hybrid Algorithm AmiriMijan F. Shirani H. Esfandiarpour I. Besalatpour A. Shekofteh H. 1. Department of Soil Science, College of Agriculture, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran. 1. Department of Soil Science, College of Agriculture, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran. 1. Department of Soil Science, College of Agriculture, Vali-e-Asr University of Rafsanjan, Rafsanjan, Iran. 2. Inter 3 GmbH - Institut for Ressources management, Berlin, Germany. 3. Department of Soil Science, Faculty of Agriculture, University of Jiroft, Jiroft, Kerman, Iran. 1 12 2019 23 3 381 394 08 04 2018 22 01 2019 Use of the curve gradient of the Soil Water Retention Curves (SWRC) in the inflection point (S Index) is one of the main indices for assessing the soil quality for management objectives in agricultural and garden lands. In this study Anneling Simulated – artificial neural network (SA-ANN) hybrid algorithm was used to identify the most effective soil features on estimation of S Index in Jiroft plain. For this purpose, 350 disturbed and undisturbed soils samples were collected from the agricultural and garden lands and then some physical and chemical soil properties including Sand, Silt, Clay percent, Electrical Conductivity at saturation, Bulk Density, total porosity, Organic Mater, and percent of equal Calcium Carbonate were measured. Moreover, the soil moisture amount was determined within the suctions of 0, 10, 30, 50, 100, 300, 500, 1000, 1500 KP using pressure plate. Then, the determinant features influencing the modeling of S Index were derived using SA-ANN hybrid algorithm. The results indicated that modeling precision increased by reducing the input variables. According to the sensitivity analysis, the Bulk Density had the highest sensitivity coefficient (sensitivity coefficient=0.5) and was identified as the determinant feature for modeling the S Index. So, since increasing the number of features does not necessarily increase the accuracy of modeling, reducing input features is due to cost reduction and time-consuming research. 3787 Ggeneral Comparison of Hydraulic Performance of Linear and Nonlinear Piano-Key Weirs in Plan Rezaei Ahvanooei A. Karami H. Mousavi F. 1. Department of Water Engineering and Hydraulic Structures, Faculty of Civil Engineering, Semnan University, Semnan, Iran. 1. Department of Water Engineering and Hydraulic Structures, Faculty of Civil Engineering, Semnan University, Semnan, Iran. 1. Department of Water Engineering and Hydraulic Structures, Faculty of Civil Engineering, Semnan University, Semnan, Iran. 1 12 2019 23 3 395 407 09 10 2018 04 02 2019 In this research, by using FLOW3D, the performance of non-linear (arced) piano key (PKW-NL) in plan and linear piano key weir (PKW-L), with equal length of weir, was compared. Results showed that nonlinearity of the weir caused 20% increase in the discharge coefficient. Investigating the velocity contours for these two weir models also showed that maximum velocity within the PKW-NL weir structure is about 30% lower than the PKW-L weir. Also, the performance of non-linear piano key weir was evaluated under inward (PKW-IC) and outward (PKW-OC) curvatures to the channel. Results showed that in the case of PKW-IC weir, the discharge coefficient was increased by 8% as compared to the PKW-OC weir. Investigating the pressure contours for these two weir models also shows that the average pressure within the PKW-IC weir structure is about 5% higher than the PKW-OC weir. This increase in pressure leads to a decrease in the speed and better distribution of flow over the weir keys.