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The International Journal of Engineering
And Science (IJES)
||Volume|| 1 ||Issue|| 1 ||Pages || 37- 43||2012||
 ISSN: 2319 – 1813 ISBN: 2319 – 1805

      Determining possible optimal values of required flow, nozzle
         diameter, and wetted area for linear traveling laterals
                                                  Mohammad Valipour
   Department of Irrigation and Drainage Engineering, College of Abureyhan, University of Tehran, Pakdasht,
                                                Tehran, Iran



 ---------------------------------------------------------Abstract----------------------------------------------------------------
 Special benefits of linear traveling systems into the other sprinkler irrigation systems include resolve problems
 related to the runoff and lack of irrigation in corners of the field (center pivot systems), has led to the popularity
 of these systems. More detailed design of linear traveling irrigation systems, while raising the water use
 efficiency (WUE) can be considered a step to development sustainable agriculture. In this paper, using PivNoz
 software (USDA-ARS-NWISRL) values of required flow, nozzle diameter, and wetted area for linear traveling
 laterals optimized. The most changes to reach to the optimal values were related to the required flow 56%
 caused by the system gross capacity changes, then wetted area 49% due to the nozzled length changes, and then
 required flow 43% caused by the nozzle spacing. However, nozzle diameter was the only parameter that its
 values not remained constant for changes of system design factors.

 Keywords - linear traveling system, sprinkler irrigation, sustainable agriculture, water use efficiency.
-------------------------------------------------------------------------------------------------------------------------------------------
 Date of Submission: 12 , November, 2012                                         Date of Publication: 27, November 2012
-------------------------------------------------------------------------------------------------------------------------------------------
                                                                     -
I Introduction
          Research history about sprinkler irrigation design, showed that many studies have been done to
determining optimal values for these systems, which some of them will be described in the following.Amir et al.
[1] analyzed labor to operate linear move irrigation machines. For moving a linear lateral type fed by a flexible
hose, the analysis clearly showed that machine width affects labor consumption significantly. Amir et al. [2] in
another research, analyzed energy of lateral move irrigation machines. Anwar [3] presented an adjusted factor
for pipelines with multiple outlets and outflow. He claimed that this factor might find application in the design of
tapered sprinkle and trickle irrigation pipelines. Chávez et al. [4] compensated inherent linear move water
application errors using a variable rate irrigation system. This study has shown that irrigation application errors
were reduced from over 20% to around 5%, in the subsequent irrigation event. Chávez et al. [5] also presented a
remote irrigation monitoring and control system (RIMCS) for continuous move systems. Dogan et al. [6]
investigated effect of varying the distance of collectors below a sprinkler head and travel speed on measurements
of mean water depth and uniformity for a linear move irrigation sprinkler system. Evans et al. [7] adopted site-
specific variable rate sprinkler irrigation systems. Hanson et al. [8] evaluated continuous-move sprinkler
machines using time-series statistics. They concluded that time-series statistics is an evaluation tool to be used in
identifying periodic patterns of variability. Kale et al. [9] designed pressurized irrigation subunit as optimal. The
verification of operating inlet pressure head obtained by the proposed model with accurate numerical step-by-
step method suggested that it was mostly accurate. Kamey and Podmore [10] studied performance of stationary
gun irrigation systems. King et al. [11] presented computer control system for spatially varied water and
chemical application studies with continuous-move irrigation systems. The results showed that spatially varied
water and chemical application was achieved with the same accuracy as that of conventional uniform
application. McDermott et al. [12] studied groundwater travel times near spreading ponds. Oron [13] presented
technical and economic considerations in the design of closed conduit irrigation systems. Oron [14] also
presented a universal nomogram for determining the traveling velocity of a movable frontal lateral. Sepúlveda et
al. [15] used handheld computers for hydraulic calculations of microirrigation subunits. They presented an
intermediate correction factor was developed that allows computation of head loss between any two points of a


www.theijes.com                                                       THE IJES                                                  Page 37
Determining possible optimal values of required flow, nozzle …

            ultiple outlet line. Valiantzas [16, 17], designed microirrigation submain units using tapered manifold
  and laterals. The design variables were the lengths of two given pipe sizes for the laterals as well as the
  appropriate lengths of the available pipe sizes for the manifold. Tapered laterals and manifold were selected in
  such a way that the sum of the costs of the laterals and the manifold is minimized, while the hydraulic design
  criterion was ensured. The case of a single-diameter lateral with tapered manifold pipeline was also examined.
  The design procedure could be also applied in sprinkle irrigation tapered laterals. Valipour [18] adjusted
  pressure loss in sprinkle and trickle irrigation system design using tapered pipes. He showed that in single
  lateral-tapered manifold system due to the lower pressure loss in laterals, could be use from several types of pipe
  diameters for manifolds but in tapered lateral-tapered manifold system due to the more pressure loss in laterals,
  the choice was limited. Valipour [19] also using PipeLoss software, survived amounts of pressure loss, friction
  slope, inflow velocity, velocity head, and Reynolds number in center pivot systems. The results showed that
  pressure loss was more sensitive compared to other. In addition, amount of inside diameter was very important in
  a center pivot irrigation system. Vries and Anwar [20] scheduled irrigation with travel times. Yazar et al. [21]
  studied LEPA and trickle irrigation of cotton in the Southeast Anatolia Project (GAP) area in Turkey. The
  research results revealed that both the trickle and LEPA irrigation systems could be used successfully for
  irrigating cotton crop under the arid climatic conditions of the GAP area in Turkey. Most previous studies
  focused on one or maximum two, sprinkler irrigation design parts and neglected role of all-important system
  design factors. In this study, using PivNoz software, possible optimal values for designing of linear traveling
  laterals studied.

  II MATERIALS AND METHODS
             Number of five parameters includes system gross capacity (SGC), travel distance (TD), nozzled length
   (NL), nozzle pressure (NP), and nozzle spacing (NS) was selected for scrutiny of required flow, wetted area, and
   nozzle diameter in linear traveling irrigation systems. For this purpose by choosing ten different scenarios and
   using PivNoz software, Supported by United Stated Department of Agriculture (USDA), Agricultural Research
   Service (ARS), and NorthWest Irrigation and Soil Research Laboratory (NWISRL) sensitivity of mentioned
   parameters investigated. PivNoz was developed to aid in the design and analysis of center pivot and traveling
   lateral sprinkler irrigation systems. All of the scenarios were in a reasonable range. In most cases initial data
   were average of own range and almost in most projects, these amounts is selected for linear traveling system.
   Increase or decrease for each scenario was based on actual values. For example, values of nozzle pressures less
   than 414 kilo Pascal and values of nozzle spacings less than 50 meters were related to the commonly sprinklers
   and values of nozzle pressures more than 414 kilo Pascal and values of nozzle spacings more than 50 meters
   were related to the gun sprinklers.

                                  Table 1 shows initial input and output data in this study.

                                     Table 1. Values of initial input and output
                System gross capacity        Travel          Nozzled length      Nozzle pressure         Nozzle
      Input          (mm/day)            distance (m)              (m)                (kPa)            spacing (m)
                         10                    80                  350                 414                 70
                                          Wetted area
               Required flow (L/min)                                        Nozzle diameter (mm)
      Output                                  (ha)
                      48.61                   0.21                                  6.15

III     RESULTS AND DISCUSSION

        Table 2 shows scenarios related to the system gross capacity.




  www.theijes.com                                            THE IJES                                       Page 38
Determining possible optimal values of required flow, nozzle …

                              Table 2. Scenarios related to the system gross capacity
     System gross capacity          Required flow          ∆       Nozzle diameter         ∆     Wetted area             ∆
          (mm/day)                      (L/min)           (%)           (mm)              (%)       (ha)                (%)
              2                           9.72             80            2.77              55      0.21                  0
                 4                       19.44            60             3.96             36           0.21             0
                 6                       29.17            40             4.78             22           0.21             0
                 8                       38.89            20             5.56             10           0.21             0
               10                        48.61             0             6.15             0            0.21             0
               12                        58.33            20             6.76             10           0.21             0
               14                        68.06            40             7.14             16           0.21             0
               16                        77.78            60             7.54             23           0.21             0
               18                        87.50            80             8.33             35           0.21             0
               20                        97.22           100             8.74             42           0.21             0
          Average (%)                                     56                              28                            0

 According to the Table 2 for decreasing values of system gross capacity, required flow and nozzle diameter
 decreased and for increasing values of system gross capacity, required flow and nozzle diameter increased but
 values of wetted area, did not change. Average of all changes in this state was 28%.

                                       Table 3 shows values of travel distances.

                                 Table 3. Scenarios related to the travel distances
                                                 ∆                                   ∆                             ∆
Travel distance (m)   Required flow (L/min)             Nozzle diameter (mm)               Wetted area (ha)
                                               (%)                                  (%)                           (%)
        30                   18.23              62                3.76               39         0.08               62
        50                    30.38              38              4.78              22           0.13              38
        60                    36.46              25              5.36              13           0.16              24
        70                    42.53              13              5.77               6           0.18              14
        80                    48.61               0              6.15               0           0.21               0
        90                    54.69              13              6.55               7           0.23              10
       100                    60.76              25              6.76              10           0.26              24
       110                    66.84              38              7.14              16           0.29              38
       120                    72.92              50              7.54              23           0.31              48
       135                    82.03              69              7.95              29           0.35              67
   Average (%)                                   37                                18                             36

 According to the Table 3 decreasing of travel distance caused decrease in all parameters and increasing of inside
 diameter caused increase in all parameters. Average of all changes in this state was 30%.

                                   Table 4 shows different values of nozzled lengths.




 www.theijes.com                                          THE IJES                                            Page 39
Determining possible optimal values of required flow, nozzle …

                               Table 4. Scenarios related to the nozzled lengths
Nozzled length                                ∆                                   ∆                           ∆
                    Required flow (L/min)             Nozzle diameter (mm)               Wetted area (ha)
     (m)                                     (%)                                 (%)                         (%)
     150                   41.67              14               5.77               6            0.10           52
      200                   55.56              14              6.55               7            0.10           52
      250                   46.30               5              5.94               3            0.16           24
      300                   41.67              14              5.77               6            0.21            0
      350                   48.61               0              6.15               0            0.21            0
      400                   44.44               9              5.94               3            0.26           24
      450                   41.67              14              5.77               6            0.31           48
      500                   39.68              18              5.56              10            0.36           71
      550                   43.65              10              5.77               6            0.36           71
      600                   41.67              14              5.77               6            0.42          100
 Average (%)                                   13                                 6                           49

According to the Table 4 changes that occur for different values of nozzled length, does not follow a trend. This
is attributable to the choosing optimal values by PivNoz software. When nozzled length increased from 200
meters to 250 meters, nozzle diameter did not increased from 6.55 millimeters to 6.74 millimeters because in this
case, required flow also increased and thus system gross capacity was more than 10 millimeters per day (Table
1). To prevent this and increase water use efficiency, nozzle diameter decreased from 6.55 millimeters to 5.94
millimeters and as a result, required flow also decreased but instead of wetted area increased for considered
system gross capacity (10 mm/day) was obtained. Average of all changes in this state was 23%. It is also
effective in other cases.
                                 Table 5 shows different values of nozzle pressures.

                          Table 5. Scenarios related to the values of nozzle pressures
 Nozzle pressure          Required flow          ∆         Nozzle diameter         ∆                          ∆
                                                                                         Wetted area (ha)
     (kPa)                  (L/min)             (%)             (mm)              (%)                        (%)
      240                    48.61               0               6.93              13          0.21           0
       310                     48.61                0            6.55              7           0.21            0
       345                     48.61                0            6.35              3           0.21            0
       380                     48.61                0            6.35              3           0.21            0
       414                     48.61                0            6.15              0           0.21            0
       483                     48.61                0            5.94              3           0.21            0
       552                     48.61                0            5.77              6           0.21            0
       621                     48.61                0            5.56             10           0.21            0
       689                     48.61                0            5.36             13           0.21            0
       827                     48.61                0            5.16             16           0.21            0
  Average (%)                                       0                              8                           0

      According to the Table 5 changes of nozzle pressures only were effective on nozzle diameter. Increasing
nozzle pressures decreased nozzle diameter and decreasing nozzle pressures increased nozzle diameter. Average
of all changes in this state was 3%.




www.theijes.com                                          THE IJES                                       Page 40
Determining possible optimal values of required flow, nozzle …

      Table 6 shows different values of nozzle spacings.

                                  Table 6. Scenarios related to the nozzle spacings
                                                  ∆                                  ∆                            ∆
Nozzle spacing (m)     Required flow (L/min)             Nozzle diameter (mm)                Wetted area (ha)
                                                (%)                                 (%)                          (%)
       20                     11.44              76                2.97              52               0.25        19
       40                       24.31              50              4.37               29              0.24       14
       50                       27.78              43              4.57               26              0.26       24
       60                       38.89              20              5.56               10              0.22        5
       70                       48.61              0               6.15               0               0.21        0
       80                       48.61              0               6.15               0               0.24       14
       90                       64.81              33              7.14               16              0.20        5
       100                      64.81              33              7.14               16              0.22        5
       110                      64.81              33              7.14               16              0.25       19
       130                      97.22             100              8.74               42              0.19       10

      According to the Table 6 the maximum of changes related to the required flow. For increasing of nozzle
 spacing values of required flow and nozzle diameter increased and for decreasing of nozzle spacing values of
 required flow and nozzle diameter decreased. But, trends of wetted area was variable. When nozzle spacing
 increased from 20 meters to 40 meters, wetted area decreased from 0.25 hectares to 0.24 hectares to prevent
 from system gross capacity more than 10 millimeters per day (Table 1). It is also effective in other cases.
 Average of all changes in this state was 26%.The most changes to achieve to the optimal values were related to
 the required flow 56% due to the system gross capacity changes, then wetted area 49% due to the nozzled length
 changes, and then required flow 43% due to the nozzle spacing. However, if consider average of all changes in
 each state, travel distance with 30% changes was maximum.

      Figure 1 shows a compression between all optimized parameters in linear traveling irrigation systems.




                     Figure 1. Obtained results for each of five linear traveling design parameters



 www.theijes.com                                            THE IJES                                         Page 41
Determining possible optimal values of required flow, nozzle …

      Compression of five linear traveling design parameters in Figure 1 showed that for changes of SGC,
 required flow changed as linear, nozzle diameter changed as almost linear, and wetted area was fixed. For
 changes of TD, required flow changed as linear and nozzle diameter and wetted area changed as almost linear.
 For changes of NL, wetted area changed as stepped but required flow and nozzle diameter changed without any
 special trend. For changes of NP, nozzle diameter changed with a steep slope but required flow and wetted area
 were fixed. For changes of NS, wetted area changed without any special trend but required flow and nozzle
 diameter changed as almost stepped.The mentioned cases shows that in linear traveling system design should be
 noted to travel distance as input and required flow as output, more than other inputs and outputs parameters,
 respectively. However, role of other inputs and outputs due to their undeniable effects should not be ignored.

IV CONCLUSION
           Due to the benefits of linear traveling irrigation system into the other techniques especially surface
 irrigation, more accurate design of this systems for saving in water resources, increasing irrigation efficiency,
 and finally encourage farmers to use of this system (when using this method is economical), recognition of
 effective parameters on linear traveling have a great importance.In this study, using PivNoz software, possible
 optimal values of required flow, nozzle diameter, and wetted area determined. The results showed that:The most
 changes to achieve to the optimal values were related to the required flow 56% due to the system gross capacity
 changes, then wetted area 49% due to the nozzled length changes, and then required flow 43% due to the nozzle
 spacing. However, if consider average of all changes in each state, travel distance with 30% changes was
 maximum.In linear traveling system design should be noted to travel distance as input and required flow as
 output, more than other inputs and outputs parameters, respectively.

 REFERENCES
 [1].  Amir I., M. Farbman, J. Dag, Analysis of labor to operate linear move irrigation machines, Agricultural
       Systems, 22 (2), 127–140. (1986). DOI: http://dx.doi.org/10.1016/0308-521X(86)90056-9
 [2]. Amir I., M.J. McFarland, D.L. Reddell, Energy analysis of lateral move irrigation machines, Energy in
       Agriculture, 5 (4): 325–337. (1986). DOI: http://dx.doi.org/10.1016/0167-5826(86)90031-8
 [3]. Anwar, A.A., ADJUSTED FACTOR Ga FOR PIPELINES WITH MULTIPLE OUTLETS AND
       OUTFLOW,           JOURNAL          OF      IRRIGATION         AND         DRAINAGE       ENGINEERING,
       NOVEMBER/DECEMBER                           1999,              pp.             355-359.             (1999).
       http://colleges.ksu.edu.sa/Papers/Papers/GaFactorforPipelines.pdf
 [4]. Chávez J.L., F.J. Pierce and R.G. Evans, Compensating inherent linear move water application errors
       using a variable rate irrigation system, Irrigation Science, 28 (3): 203-210. (2010). DOI: 10.1007/s00271-
       009-0188-6
 [5]. Chávez J.L., F.J. Pierce, T.V. Elliott, R.G. Evans, Y. Kim and W.M. Iversen, A remote irrigation
       monitoring and control system (RIMCS) for continuous move systems. Part B: field testing and results,
       Precision Agriculture, 11 (1): 11-26. (2010). DOI: 10.1007/s11119-009-9110-8
 [6]. Dogan E., H. Kirnak and Z. Dogan, Effect of varying the distance of collectors below a sprinkler head
       and travel speed on measurements of mean water depth and uniformity for a linear move irrigation
       sprinkler      system,      Biosystems      Engineering,      99      (2):   190–195.      (2008).    DOI:
       http://dx.doi.org/10.1016/j.biosystemseng.2007.10.018
 [7]. Evans R.G., J. LaRue, K.C. Stone and B.A. King, Adoption of site-specific variable rate sprinkler
       irrigation systems, Irrigation Science, (2012). DOI: 10.1007/s00271-012-0365-x
 [8]. Hanson B.R., D.L. Lancaster, D.A. Goldhamer, Evaluating continuous-move sprinkler machines using
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       http://dx.doi.org/10.1016/0378-3774(86)90008-9
 [9]. Kale; R.V. R.P., Singh and P.S. Mahar, Optimal Design of Pressurized Irrigation Subunit, Journal of
       Irrigation and Drainage Engineering, 134(2), pp. 137–146. (2008). DOI: 10.1061/(ASCE)0733-
       9437(2008)134:2(137)
 [10]. Kamey B. and T. Podmore, Performance of Stationary Gun Irrigation Systems, J. Irrig. Drain Eng., 110
       (1): 75–87. (1984). DOI: 10.1061/(ASCE)0733-9437(1984)110:1(75)
 [11]. King B.A., I.R. McCann, C.V. Eberlein, J.C. Stark, Computer control system for spatially varied water
       and chemical application studies with continuous-move irrigation systems, Computers and Electronics in
       Agriculture, 24 (3): 177–194. (1999). DOI: http://dx.doi.org/10.1016/S0168-1699(99)00063-0


 www.theijes.com                                          THE IJES                                       Page 42
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[12]. McDermott J., D. Avisar T. Johnson and J. Clark, Groundwater Travel Times near Spreading Ponds:
      Inferences from Geochemical and Physical Approaches, J. Hydrol. Eng., 13 (11): 1021–1028. (2008).
      DOI: 10.1061/(ASCE)1084-0699(2008)13:11(1021)
[13]. Oron G., Technical and economic considerations in the design of closed conduit irrigation systems: A
      case     study,    Agricultural    Water     Management,      5(1),   pp.     15–27.    (1982).      DOI:
      http://dx.doi.org/10.1016/0378-3774(82)90035-X
[14]. Oron G., Traveling Velocity of Movable Frontal Lateral J. Irrig. Drain Eng., 109 (2): 270–273. (1983).
      DOI: 10.1061/(ASCE)0733-9437(1983)109:2(270)
[15]. Sepúlveda, E.S., F.S. Zazueta, P. Vergot and R.A. Bucklin, Use of Handheld Computers for Hydraulic
      Calculations of Microirrigation Subunits, 25-28 July 2005, Vila Real, Portugal. (2005).
      http://www.efita.net/apps/accesbase/bindocload.asp?d=5780&t=0&identobj=RMZ8sDWg&uid=5730529
      0&sid=57&idk=1
[16]. Valiantzas, J.D., Explicit Hydraulic Design of Microirrigation Submain Units with Tapered Manifold and
      Lateral, Journal of Irrigation and Drainage Engineering, 129(4), pp. 227–236. (2003), DOI:
      10.1061/(ASCE)0733-9437(2003)129:4(227)
[17]. Valiantzas, J.D., Closure to “Explicit Hydraulic Design of Microirrigation Submain Units with Tapered
      Manifold and Laterals” by John D. Valiantzas, Journal of Irrigation and Drainage Engineering, 131(3),
      pp. 299–300. (2005), DOI: 10.1061/(ASCE)0733-9437(2005)131:3(299.2)
[18]. Valipour M., Sprinkle and Trickle Irrigation System Design Using Tapered Pipes for Pressure Loss
      Adjusting, Journal of Agricultural Science, 4 (12). (2012).
[19]. Valipour M., Scrutiny of Pressure Loss, Friction Slope, Inflow Velocity, Velocity Head, and Reynolds
      Number in Center Pivot Systems, International journal of advanced scientific and technical research, 2(5),
      pp: 703-711. (2012).
[20]. Vries D.T. and A. Anwar, Irrigation Scheduling with Travel Times, J. Irrig. Drain Eng., 132 (3): 220–
      227. (2006). DOI: 10.1061/(ASCE)0733-9437(2006)132:3(220)
[21]. Yazar, A., S.M. Sezen, S. Sesveren, LEPA and trickle irrigation of cotton in the Southeast Anatolia
      Project (GAP) area in Turkey, Agricultural Water Management, 54(3), pp. 189–203. (2002). DOI:
      http://dx.doi.org/10.1016/S0378-3774(01)00179-2

Author Biography

                          Mohammad Valipour is a Researcher in Sharif Energy Research Institute (SERI) at Tehran,
                          Iran. He completed his B.Sc. Agricultural Engineering-Irrigation at Razi University,
                          Kermanshah, Iran in 2005 and M.Sc. in Agricultural Engineering-Irrigation and Drainage at
                          University of Tehran, Tehran, Iran in 2008. He has published and presented more than 10
                          papers in national and international journals and conferences, respectively. His current research
                          interests are surface and pressurized irrigation, drainage engineering, relationship between
                          energy and environment, hydroinformatics, hydrology, hydraulic, agricultural water
                          management, water resources, mathematical and computer modelling and optimization,
                          hydrometeorology, and heat transfer in soil media.




www.theijes.com                                         THE IJES                                        Page 43

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The International Journal of Engineering and Science

  • 1. The International Journal of Engineering And Science (IJES) ||Volume|| 1 ||Issue|| 1 ||Pages || 37- 43||2012|| ISSN: 2319 – 1813 ISBN: 2319 – 1805  Determining possible optimal values of required flow, nozzle diameter, and wetted area for linear traveling laterals Mohammad Valipour Department of Irrigation and Drainage Engineering, College of Abureyhan, University of Tehran, Pakdasht, Tehran, Iran ---------------------------------------------------------Abstract---------------------------------------------------------------- Special benefits of linear traveling systems into the other sprinkler irrigation systems include resolve problems related to the runoff and lack of irrigation in corners of the field (center pivot systems), has led to the popularity of these systems. More detailed design of linear traveling irrigation systems, while raising the water use efficiency (WUE) can be considered a step to development sustainable agriculture. In this paper, using PivNoz software (USDA-ARS-NWISRL) values of required flow, nozzle diameter, and wetted area for linear traveling laterals optimized. The most changes to reach to the optimal values were related to the required flow 56% caused by the system gross capacity changes, then wetted area 49% due to the nozzled length changes, and then required flow 43% caused by the nozzle spacing. However, nozzle diameter was the only parameter that its values not remained constant for changes of system design factors. Keywords - linear traveling system, sprinkler irrigation, sustainable agriculture, water use efficiency. ------------------------------------------------------------------------------------------------------------------------------------------- Date of Submission: 12 , November, 2012 Date of Publication: 27, November 2012 ------------------------------------------------------------------------------------------------------------------------------------------- - I Introduction Research history about sprinkler irrigation design, showed that many studies have been done to determining optimal values for these systems, which some of them will be described in the following.Amir et al. [1] analyzed labor to operate linear move irrigation machines. For moving a linear lateral type fed by a flexible hose, the analysis clearly showed that machine width affects labor consumption significantly. Amir et al. [2] in another research, analyzed energy of lateral move irrigation machines. Anwar [3] presented an adjusted factor for pipelines with multiple outlets and outflow. He claimed that this factor might find application in the design of tapered sprinkle and trickle irrigation pipelines. Chávez et al. [4] compensated inherent linear move water application errors using a variable rate irrigation system. This study has shown that irrigation application errors were reduced from over 20% to around 5%, in the subsequent irrigation event. Chávez et al. [5] also presented a remote irrigation monitoring and control system (RIMCS) for continuous move systems. Dogan et al. [6] investigated effect of varying the distance of collectors below a sprinkler head and travel speed on measurements of mean water depth and uniformity for a linear move irrigation sprinkler system. Evans et al. [7] adopted site- specific variable rate sprinkler irrigation systems. Hanson et al. [8] evaluated continuous-move sprinkler machines using time-series statistics. They concluded that time-series statistics is an evaluation tool to be used in identifying periodic patterns of variability. Kale et al. [9] designed pressurized irrigation subunit as optimal. The verification of operating inlet pressure head obtained by the proposed model with accurate numerical step-by- step method suggested that it was mostly accurate. Kamey and Podmore [10] studied performance of stationary gun irrigation systems. King et al. [11] presented computer control system for spatially varied water and chemical application studies with continuous-move irrigation systems. The results showed that spatially varied water and chemical application was achieved with the same accuracy as that of conventional uniform application. McDermott et al. [12] studied groundwater travel times near spreading ponds. Oron [13] presented technical and economic considerations in the design of closed conduit irrigation systems. Oron [14] also presented a universal nomogram for determining the traveling velocity of a movable frontal lateral. Sepúlveda et al. [15] used handheld computers for hydraulic calculations of microirrigation subunits. They presented an intermediate correction factor was developed that allows computation of head loss between any two points of a www.theijes.com THE IJES Page 37
  • 2. Determining possible optimal values of required flow, nozzle … ultiple outlet line. Valiantzas [16, 17], designed microirrigation submain units using tapered manifold and laterals. The design variables were the lengths of two given pipe sizes for the laterals as well as the appropriate lengths of the available pipe sizes for the manifold. Tapered laterals and manifold were selected in such a way that the sum of the costs of the laterals and the manifold is minimized, while the hydraulic design criterion was ensured. The case of a single-diameter lateral with tapered manifold pipeline was also examined. The design procedure could be also applied in sprinkle irrigation tapered laterals. Valipour [18] adjusted pressure loss in sprinkle and trickle irrigation system design using tapered pipes. He showed that in single lateral-tapered manifold system due to the lower pressure loss in laterals, could be use from several types of pipe diameters for manifolds but in tapered lateral-tapered manifold system due to the more pressure loss in laterals, the choice was limited. Valipour [19] also using PipeLoss software, survived amounts of pressure loss, friction slope, inflow velocity, velocity head, and Reynolds number in center pivot systems. The results showed that pressure loss was more sensitive compared to other. In addition, amount of inside diameter was very important in a center pivot irrigation system. Vries and Anwar [20] scheduled irrigation with travel times. Yazar et al. [21] studied LEPA and trickle irrigation of cotton in the Southeast Anatolia Project (GAP) area in Turkey. The research results revealed that both the trickle and LEPA irrigation systems could be used successfully for irrigating cotton crop under the arid climatic conditions of the GAP area in Turkey. Most previous studies focused on one or maximum two, sprinkler irrigation design parts and neglected role of all-important system design factors. In this study, using PivNoz software, possible optimal values for designing of linear traveling laterals studied. II MATERIALS AND METHODS Number of five parameters includes system gross capacity (SGC), travel distance (TD), nozzled length (NL), nozzle pressure (NP), and nozzle spacing (NS) was selected for scrutiny of required flow, wetted area, and nozzle diameter in linear traveling irrigation systems. For this purpose by choosing ten different scenarios and using PivNoz software, Supported by United Stated Department of Agriculture (USDA), Agricultural Research Service (ARS), and NorthWest Irrigation and Soil Research Laboratory (NWISRL) sensitivity of mentioned parameters investigated. PivNoz was developed to aid in the design and analysis of center pivot and traveling lateral sprinkler irrigation systems. All of the scenarios were in a reasonable range. In most cases initial data were average of own range and almost in most projects, these amounts is selected for linear traveling system. Increase or decrease for each scenario was based on actual values. For example, values of nozzle pressures less than 414 kilo Pascal and values of nozzle spacings less than 50 meters were related to the commonly sprinklers and values of nozzle pressures more than 414 kilo Pascal and values of nozzle spacings more than 50 meters were related to the gun sprinklers. Table 1 shows initial input and output data in this study. Table 1. Values of initial input and output System gross capacity Travel Nozzled length Nozzle pressure Nozzle Input (mm/day) distance (m) (m) (kPa) spacing (m) 10 80 350 414 70 Wetted area Required flow (L/min) Nozzle diameter (mm) Output (ha) 48.61 0.21 6.15 III RESULTS AND DISCUSSION Table 2 shows scenarios related to the system gross capacity. www.theijes.com THE IJES Page 38
  • 3. Determining possible optimal values of required flow, nozzle … Table 2. Scenarios related to the system gross capacity System gross capacity Required flow ∆ Nozzle diameter ∆ Wetted area ∆ (mm/day) (L/min) (%) (mm) (%) (ha) (%) 2 9.72 80 2.77 55 0.21 0 4 19.44 60 3.96 36 0.21 0 6 29.17 40 4.78 22 0.21 0 8 38.89 20 5.56 10 0.21 0 10 48.61 0 6.15 0 0.21 0 12 58.33 20 6.76 10 0.21 0 14 68.06 40 7.14 16 0.21 0 16 77.78 60 7.54 23 0.21 0 18 87.50 80 8.33 35 0.21 0 20 97.22 100 8.74 42 0.21 0 Average (%) 56 28 0 According to the Table 2 for decreasing values of system gross capacity, required flow and nozzle diameter decreased and for increasing values of system gross capacity, required flow and nozzle diameter increased but values of wetted area, did not change. Average of all changes in this state was 28%. Table 3 shows values of travel distances. Table 3. Scenarios related to the travel distances ∆ ∆ ∆ Travel distance (m) Required flow (L/min) Nozzle diameter (mm) Wetted area (ha) (%) (%) (%) 30 18.23 62 3.76 39 0.08 62 50 30.38 38 4.78 22 0.13 38 60 36.46 25 5.36 13 0.16 24 70 42.53 13 5.77 6 0.18 14 80 48.61 0 6.15 0 0.21 0 90 54.69 13 6.55 7 0.23 10 100 60.76 25 6.76 10 0.26 24 110 66.84 38 7.14 16 0.29 38 120 72.92 50 7.54 23 0.31 48 135 82.03 69 7.95 29 0.35 67 Average (%) 37 18 36 According to the Table 3 decreasing of travel distance caused decrease in all parameters and increasing of inside diameter caused increase in all parameters. Average of all changes in this state was 30%. Table 4 shows different values of nozzled lengths. www.theijes.com THE IJES Page 39
  • 4. Determining possible optimal values of required flow, nozzle … Table 4. Scenarios related to the nozzled lengths Nozzled length ∆ ∆ ∆ Required flow (L/min) Nozzle diameter (mm) Wetted area (ha) (m) (%) (%) (%) 150 41.67 14 5.77 6 0.10 52 200 55.56 14 6.55 7 0.10 52 250 46.30 5 5.94 3 0.16 24 300 41.67 14 5.77 6 0.21 0 350 48.61 0 6.15 0 0.21 0 400 44.44 9 5.94 3 0.26 24 450 41.67 14 5.77 6 0.31 48 500 39.68 18 5.56 10 0.36 71 550 43.65 10 5.77 6 0.36 71 600 41.67 14 5.77 6 0.42 100 Average (%) 13 6 49 According to the Table 4 changes that occur for different values of nozzled length, does not follow a trend. This is attributable to the choosing optimal values by PivNoz software. When nozzled length increased from 200 meters to 250 meters, nozzle diameter did not increased from 6.55 millimeters to 6.74 millimeters because in this case, required flow also increased and thus system gross capacity was more than 10 millimeters per day (Table 1). To prevent this and increase water use efficiency, nozzle diameter decreased from 6.55 millimeters to 5.94 millimeters and as a result, required flow also decreased but instead of wetted area increased for considered system gross capacity (10 mm/day) was obtained. Average of all changes in this state was 23%. It is also effective in other cases. Table 5 shows different values of nozzle pressures. Table 5. Scenarios related to the values of nozzle pressures Nozzle pressure Required flow ∆ Nozzle diameter ∆ ∆ Wetted area (ha) (kPa) (L/min) (%) (mm) (%) (%) 240 48.61 0 6.93 13 0.21 0 310 48.61 0 6.55 7 0.21 0 345 48.61 0 6.35 3 0.21 0 380 48.61 0 6.35 3 0.21 0 414 48.61 0 6.15 0 0.21 0 483 48.61 0 5.94 3 0.21 0 552 48.61 0 5.77 6 0.21 0 621 48.61 0 5.56 10 0.21 0 689 48.61 0 5.36 13 0.21 0 827 48.61 0 5.16 16 0.21 0 Average (%) 0 8 0 According to the Table 5 changes of nozzle pressures only were effective on nozzle diameter. Increasing nozzle pressures decreased nozzle diameter and decreasing nozzle pressures increased nozzle diameter. Average of all changes in this state was 3%. www.theijes.com THE IJES Page 40
  • 5. Determining possible optimal values of required flow, nozzle … Table 6 shows different values of nozzle spacings. Table 6. Scenarios related to the nozzle spacings ∆ ∆ ∆ Nozzle spacing (m) Required flow (L/min) Nozzle diameter (mm) Wetted area (ha) (%) (%) (%) 20 11.44 76 2.97 52 0.25 19 40 24.31 50 4.37 29 0.24 14 50 27.78 43 4.57 26 0.26 24 60 38.89 20 5.56 10 0.22 5 70 48.61 0 6.15 0 0.21 0 80 48.61 0 6.15 0 0.24 14 90 64.81 33 7.14 16 0.20 5 100 64.81 33 7.14 16 0.22 5 110 64.81 33 7.14 16 0.25 19 130 97.22 100 8.74 42 0.19 10 According to the Table 6 the maximum of changes related to the required flow. For increasing of nozzle spacing values of required flow and nozzle diameter increased and for decreasing of nozzle spacing values of required flow and nozzle diameter decreased. But, trends of wetted area was variable. When nozzle spacing increased from 20 meters to 40 meters, wetted area decreased from 0.25 hectares to 0.24 hectares to prevent from system gross capacity more than 10 millimeters per day (Table 1). It is also effective in other cases. Average of all changes in this state was 26%.The most changes to achieve to the optimal values were related to the required flow 56% due to the system gross capacity changes, then wetted area 49% due to the nozzled length changes, and then required flow 43% due to the nozzle spacing. However, if consider average of all changes in each state, travel distance with 30% changes was maximum. Figure 1 shows a compression between all optimized parameters in linear traveling irrigation systems. Figure 1. Obtained results for each of five linear traveling design parameters www.theijes.com THE IJES Page 41
  • 6. Determining possible optimal values of required flow, nozzle … Compression of five linear traveling design parameters in Figure 1 showed that for changes of SGC, required flow changed as linear, nozzle diameter changed as almost linear, and wetted area was fixed. For changes of TD, required flow changed as linear and nozzle diameter and wetted area changed as almost linear. For changes of NL, wetted area changed as stepped but required flow and nozzle diameter changed without any special trend. For changes of NP, nozzle diameter changed with a steep slope but required flow and wetted area were fixed. For changes of NS, wetted area changed without any special trend but required flow and nozzle diameter changed as almost stepped.The mentioned cases shows that in linear traveling system design should be noted to travel distance as input and required flow as output, more than other inputs and outputs parameters, respectively. However, role of other inputs and outputs due to their undeniable effects should not be ignored. IV CONCLUSION Due to the benefits of linear traveling irrigation system into the other techniques especially surface irrigation, more accurate design of this systems for saving in water resources, increasing irrigation efficiency, and finally encourage farmers to use of this system (when using this method is economical), recognition of effective parameters on linear traveling have a great importance.In this study, using PivNoz software, possible optimal values of required flow, nozzle diameter, and wetted area determined. The results showed that:The most changes to achieve to the optimal values were related to the required flow 56% due to the system gross capacity changes, then wetted area 49% due to the nozzled length changes, and then required flow 43% due to the nozzle spacing. However, if consider average of all changes in each state, travel distance with 30% changes was maximum.In linear traveling system design should be noted to travel distance as input and required flow as output, more than other inputs and outputs parameters, respectively. REFERENCES [1]. Amir I., M. Farbman, J. Dag, Analysis of labor to operate linear move irrigation machines, Agricultural Systems, 22 (2), 127–140. (1986). DOI: http://dx.doi.org/10.1016/0308-521X(86)90056-9 [2]. Amir I., M.J. McFarland, D.L. Reddell, Energy analysis of lateral move irrigation machines, Energy in Agriculture, 5 (4): 325–337. (1986). DOI: http://dx.doi.org/10.1016/0167-5826(86)90031-8 [3]. Anwar, A.A., ADJUSTED FACTOR Ga FOR PIPELINES WITH MULTIPLE OUTLETS AND OUTFLOW, JOURNAL OF IRRIGATION AND DRAINAGE ENGINEERING, NOVEMBER/DECEMBER 1999, pp. 355-359. (1999). http://colleges.ksu.edu.sa/Papers/Papers/GaFactorforPipelines.pdf [4]. Chávez J.L., F.J. Pierce and R.G. Evans, Compensating inherent linear move water application errors using a variable rate irrigation system, Irrigation Science, 28 (3): 203-210. (2010). DOI: 10.1007/s00271- 009-0188-6 [5]. Chávez J.L., F.J. Pierce, T.V. Elliott, R.G. Evans, Y. Kim and W.M. Iversen, A remote irrigation monitoring and control system (RIMCS) for continuous move systems. Part B: field testing and results, Precision Agriculture, 11 (1): 11-26. (2010). DOI: 10.1007/s11119-009-9110-8 [6]. Dogan E., H. Kirnak and Z. Dogan, Effect of varying the distance of collectors below a sprinkler head and travel speed on measurements of mean water depth and uniformity for a linear move irrigation sprinkler system, Biosystems Engineering, 99 (2): 190–195. (2008). DOI: http://dx.doi.org/10.1016/j.biosystemseng.2007.10.018 [7]. Evans R.G., J. LaRue, K.C. Stone and B.A. King, Adoption of site-specific variable rate sprinkler irrigation systems, Irrigation Science, (2012). DOI: 10.1007/s00271-012-0365-x [8]. Hanson B.R., D.L. Lancaster, D.A. Goldhamer, Evaluating continuous-move sprinkler machines using time-series statistics, Agricultural Water Management, 12 (1–2): 87–97. (1986). DOI: http://dx.doi.org/10.1016/0378-3774(86)90008-9 [9]. Kale; R.V. R.P., Singh and P.S. Mahar, Optimal Design of Pressurized Irrigation Subunit, Journal of Irrigation and Drainage Engineering, 134(2), pp. 137–146. (2008). DOI: 10.1061/(ASCE)0733- 9437(2008)134:2(137) [10]. Kamey B. and T. Podmore, Performance of Stationary Gun Irrigation Systems, J. Irrig. Drain Eng., 110 (1): 75–87. (1984). DOI: 10.1061/(ASCE)0733-9437(1984)110:1(75) [11]. King B.A., I.R. McCann, C.V. Eberlein, J.C. Stark, Computer control system for spatially varied water and chemical application studies with continuous-move irrigation systems, Computers and Electronics in Agriculture, 24 (3): 177–194. (1999). DOI: http://dx.doi.org/10.1016/S0168-1699(99)00063-0 www.theijes.com THE IJES Page 42
  • 7. Determining possible optimal values of required flow, nozzle … [12]. McDermott J., D. Avisar T. Johnson and J. Clark, Groundwater Travel Times near Spreading Ponds: Inferences from Geochemical and Physical Approaches, J. Hydrol. Eng., 13 (11): 1021–1028. (2008). DOI: 10.1061/(ASCE)1084-0699(2008)13:11(1021) [13]. Oron G., Technical and economic considerations in the design of closed conduit irrigation systems: A case study, Agricultural Water Management, 5(1), pp. 15–27. (1982). DOI: http://dx.doi.org/10.1016/0378-3774(82)90035-X [14]. Oron G., Traveling Velocity of Movable Frontal Lateral J. Irrig. Drain Eng., 109 (2): 270–273. (1983). DOI: 10.1061/(ASCE)0733-9437(1983)109:2(270) [15]. Sepúlveda, E.S., F.S. Zazueta, P. Vergot and R.A. Bucklin, Use of Handheld Computers for Hydraulic Calculations of Microirrigation Subunits, 25-28 July 2005, Vila Real, Portugal. (2005). http://www.efita.net/apps/accesbase/bindocload.asp?d=5780&t=0&identobj=RMZ8sDWg&uid=5730529 0&sid=57&idk=1 [16]. Valiantzas, J.D., Explicit Hydraulic Design of Microirrigation Submain Units with Tapered Manifold and Lateral, Journal of Irrigation and Drainage Engineering, 129(4), pp. 227–236. (2003), DOI: 10.1061/(ASCE)0733-9437(2003)129:4(227) [17]. Valiantzas, J.D., Closure to “Explicit Hydraulic Design of Microirrigation Submain Units with Tapered Manifold and Laterals” by John D. Valiantzas, Journal of Irrigation and Drainage Engineering, 131(3), pp. 299–300. (2005), DOI: 10.1061/(ASCE)0733-9437(2005)131:3(299.2) [18]. Valipour M., Sprinkle and Trickle Irrigation System Design Using Tapered Pipes for Pressure Loss Adjusting, Journal of Agricultural Science, 4 (12). (2012). [19]. Valipour M., Scrutiny of Pressure Loss, Friction Slope, Inflow Velocity, Velocity Head, and Reynolds Number in Center Pivot Systems, International journal of advanced scientific and technical research, 2(5), pp: 703-711. (2012). [20]. Vries D.T. and A. Anwar, Irrigation Scheduling with Travel Times, J. Irrig. Drain Eng., 132 (3): 220– 227. (2006). DOI: 10.1061/(ASCE)0733-9437(2006)132:3(220) [21]. Yazar, A., S.M. Sezen, S. Sesveren, LEPA and trickle irrigation of cotton in the Southeast Anatolia Project (GAP) area in Turkey, Agricultural Water Management, 54(3), pp. 189–203. (2002). DOI: http://dx.doi.org/10.1016/S0378-3774(01)00179-2 Author Biography Mohammad Valipour is a Researcher in Sharif Energy Research Institute (SERI) at Tehran, Iran. He completed his B.Sc. Agricultural Engineering-Irrigation at Razi University, Kermanshah, Iran in 2005 and M.Sc. in Agricultural Engineering-Irrigation and Drainage at University of Tehran, Tehran, Iran in 2008. He has published and presented more than 10 papers in national and international journals and conferences, respectively. His current research interests are surface and pressurized irrigation, drainage engineering, relationship between energy and environment, hydroinformatics, hydrology, hydraulic, agricultural water management, water resources, mathematical and computer modelling and optimization, hydrometeorology, and heat transfer in soil media. www.theijes.com THE IJES Page 43