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1. Introduction
Globally rain-fed agriculture’s contribution to food production is about 
The SSA irrigated agriculture is said to use less than 
Generally, water from the source is being conveyed through different methods depending on the establishment of the scheme in terms of conveyance distribution and application system. Currently, the conveyance efficiencies for the traditional irrigation schemes in Tanzania range within 
Tanzania has a total of 1,428 irrigation schemes where 1,328 are smallholders, 85 are private sectors, and 15 are government-owned [7]. The largest irrigation schemes are found in Kilimanjaro, Arusha, Morogoro, Iringa, and Mbeya [7]. Irrigated agriculture in Tanzania reportedly consumes approximately 
The conveyance efficiency normally dictates the amount of water to be delivered to the field, which depends on the characteristics of the channel. In the process of transporting water from the source to the farm/land, there is water loss through evaporation, transpiration, percolation, and spills. Consequently, the distance from the water source to the farmland, soil type, channel type and the slope of the channel are the other main causes of water losses.
A similar situation can also be found in the Usa River Catchment which is located in the Arusha region, near Arusha town. The catchment has about twenty (20) identified irrigation schemes that extract water from the rivers in the catchment (Figure 1). The catchment is water-stressed due to excessive withdrawal from surface and groundwater for irrigated farming of diverse crops.
[figure omitted; refer to PDF]However, no research has been conducted to understand the irrigation conveyance efficiencies and crop and water productivity in the Usa River Catchment. The efficiencies and productivity of the irrigation schemes remain a policy question for the basin water managers and decision-makers. There is a general assumption that some water can be released from the Usa Rivers to irrigation schemes. Similarly, it is not clear where to target such water-saving interventions.
Therefore, this study intended to estimate the conveyance efficiency and crop and water productivity in traditional irrigation schemes and irrigation practices in the Usa River Catchment where there are many farmers-managed irrigation schemes that the basin authority considers to have poor infrastructure, poor water management, and low yields.
2. Materials and Methods
2.1. Study Area Description
This study was carried out at the Usa River Catchment, within the Upper Pangani River Basin, North of Tanzania. The catchment is located within the northern region of Tanzania at 
2.1.1. Topography of the Catchment
The topography of the Usa River Catchment is generally characterized by a slightly rolling plain from Mbuguni ward which steepens towards the foot of Meru Mountain where the rivers start. The average elevation is 1100 m above the mean sea level and the slope is dissected by the permanent, perennial, and seasonal rivers. Small springs are found in the middle part of the catchment which also recharges the rivers. The large area of the catchment is exhausted by anthropogenic activities like agriculture, pastoralists, and habitation. The land formation of the catchment is partly rocky, which is covered by the small layer of soil that supports the life of the living things and agricultural activities and partly is fertile soil. Moreover, the northern part of the catchment is where the Arusha National Park is located, which helps to recharge rivers due to the presence of forests. The hydrogeology of the catchment allows underground water movement as a result of recharging the available water resource and the soil reserving moisture for irrigation agriculture. Therefore, the area has great potential for irrigated agriculture due to the market demand for agricultural products to be supplied to the nearby populated City of Arusha.
2.2. Catchment Delineation and Intake Furrow Measurement
The catchment was delineated using ArcSwat Software from the Digital Elevation Model DEM of the area with a resolution of 
Table 1
List of irrigation furrows with measured water abstraction at the intakes and water permits in Sept 2017.
| S/N | Furrow name | Permit no. | Quantity permitted (L/s) | Quantity measured (L/s) | % of abstraction | River source | Status intake | 
| 1 | Shamima | 140236 | 200 | 189 | 95 | Kikuletwa | With gate | 
| 2 | Star | 140616 | 68 | 70 | 103 | Kikuletwa | Without gate | 
| 3 | Mbukita | 140237 | 200 | 151 | 76 | Kikuletwa | Without gate | 
| 4 | Orbuso | 2285 | 200 | 215 | 108 | Kikuletwa | With gate | 
| 5 | TPL | 3156 | 280.3 | 130 | 46 | Kikuletwa | With gate | 
| 6 | Mapama | 140550 | 300 | 242 | 81 | Kikuletwa | With gate | 
| 7 | Kammama | 140040 | 200 | 204 | 102 | Kikuletwa | With gate | 
| 8 | Valestika | 3727 | 142.2 | 130 | 91 | Kikuletwa | Without gate | 
| 9 | Kipilipili | 3151 | 14.16 | 147 | 1038 | Kikuletwa | O/gate/repair | 
| 10 | Kwa Ugoro | 4761 | 113.28 | 150 | 132 | Kikuletwa | Without gate | 
| 11 | Dolly/BCW | 1765 | 84.96 | 224 | 264 | USA | With gate | 
| 12 | Kaanani | 1110055 | 200 | 135 | 68 | Malala | Without gate | 
| 13 | Kitamaka | 140014 | 200 | 138 | 69 | Malala | With gate | 
| 14 | Elia | 140046 | 20 | 69 | 345 | Malala | Without gate | 
| 15 | Mkindi | 140047 | 100 | 83 | 83 | Tengeru | with gate | 
| 16 | Ngolo | 14007 | 100 | 115 | 115 | Tengeru | Without gate | 
| 17 | Humalu | 11101807 | 50 | 55 | 110 | Malala | Without gate | 
| 18 | Mimako | 140191 | 85 | 227 | 267 | Tengeru | With gate | 
| 19 | Furrow No.1 | 11101545 | 100 | 453 | 453 | USA | Without gate | 
| 20 | Makiba | 3143 | 198.24 | 373 | 188 | Kikuletwa | Without gate | 
| 2856.14 | 3500 | 
2.3. Conveyance Efficiency Determination
The flow measurement using current meter (SEBA Universal Meter F1 with propeller 125 mm and pitch 300 mm) device as shown in Figure 3 was carried out at every division point of the channel from the intake of the irrigation canal to the fields (Figure 4). The raw data were converted to flow rate (volume) using calibration formulae of the respective current meter impeller used. The difference between the inflow (head) and the outflow (end) of every segment was computed to determine the quantity of water lost in each of the segments as conveyance efficiency (Table 2). Furthermore, distances of one section of the channel were estimated using the GPS set to the distance calculation mode and walk along or near the section. The locations where the water flow measurements were taken at the intake (head), channel junctions (end/head), and the other point along the channel (end) are shown in Figure 4:
Table 2
Conveyances efficiencies.
| Furrow name | Canal section | Discharge extracted (L/s) | Distance (m) | Discharge loss (L/s) | Discharge loss L/s/m | Loss % | Efficiency % (Ec) | |
| H/section | E/section | |||||||
| Shamima | Section 1 | 189 | 105 | 1902 | 84 | 0.044 | 44.4 | 55.6 | 
| Section 2 | 83 | 53 | 891 | 29 | 0.033 | 35.5 | 64.5 | |
| Star | Section 1 | 70 | 41 | 1183 | 29 | 0.025 | 41.4 | 58.6 | 
| Mbukita | Section 1 | 72 | 53 | 716 | 19 | 0.027 | 26.4 | 73.6 | 
| Orbuso | Section 1 | 209 | 152 | 3648 | 57 | 0.016 | 27.3 | 72.7 | 
| Section 2 | 100.5 | 98 | 273 | 3 | 0.011 | 2.5 | 97.5 | |
| TPL | Section 1 | 153.3 | 136.1 | 2251 | 17 | 0.008 | 11.2 | 88.8 | 
| Mapama | Section 1 | 429 | 162 | 3924 | 267 | 0.068 | 62.3 | 37.7 | 
| Kammama | Section 1 | 223 | 209 | 864 | 13 | 0.015 | 6 | 94 | 
| Section 2 | 196 | 161 | 202 | 34 | 0.168 | 17.5 | 82.5 | |
| Section 3 | 81 | 74 | 454 | 7 | 0.015 | 8.5 | 91.5 | |
| Section 4 | 71 | 58 | 1148 | 13 | 0.011 | 18.8 | 81.2 | |
| Valestika | Section 1 | 152 | 87 | 2270 | 65 | 0.029 | 42.8 | 57.2 | 
| Section 2 | 48 | 30 | 873 | 18 | 0.021 | 37.5 | 62.5 | |
| Kipilipili | Section 1 | 447 | 297 | 2228 | 150 | 0.067 | 33.5 | 66.5 | 
| Section 2 | 132 | 125 | 262 | 7 | 0.027 | 5 | 95 | |
| Section 3 | 54 | 43.3 | 1109 | 11 | 0.010 | 20.4 | 79.6 | |
| Kwa Ugoro | Section 1 | 448 | 82.5 | 3128 | 365 | 0.117 | 81.6 | 18.4 | 
| Section 2 | 46 | 26 | 1781 | 20 | 0.011 | 43.1 | 56.9 | |
| Dolly/BCW | Section 1 | 257 | 221.7 | 1357 | 35 | 0.026 | 13.6 | 86.4 | 
| Section 2 | 132 | 123 | 898 | 9 | 0.010 | 7.1 | 92.9 | |
| Section 3 | 81 | 27 | 2546 | 54 | 0.021 | 66.8 | 33.2 | |
| Kaanani | Section 1 | 198 | 120.9 | 1457 | 77 | 0.053 | 38.8 | 61.2 | 
| Section 2 | 99 | 19.7 | 830 | 79 | 0.095 | 80.1 | 19.9 | |
| Kitamaka | Section 1 | 41 | 39 | 20 | 2 | 0.100 | 4.9 | 95.1 | 
| Elia | Section 1 | 22 | 8 | 672 | 15 | 0.022 | 65.4 | 34.6 | 
| Mkindi | Section 1 | 37 | 33.9 | 345 | 3 | 0.009 | 9.1 | 90.9 | 
| Ngolo | Section 1 | 143 | 100 | 1215 | 43 | 0.035 | 30.1 | 69.9 | 
| Humalu | Section 1 | 48 | 40 | 504.5 | 8 | 0.016 | 16.7 | 83.3 | 
| Section 2 | 32 | 24 | 69 | 8 | 0.116 | 25 | 75 | |
| Mimako | Section 1 | 94 | 90 | 634 | 4 | 0.006 | 4.4 | 95.6 | 
| Section 2 | 58 | 48 | 931 | 10 | 0.011 | 17.5 | 82.5 | |
| Section 3 | 42 | 35 | 463 | 7 | 0.015 | 16.7 | 83.3 | |
| Furrow no. 1 | Section 1 | 440 | 415 | 1452 | 25 | 0.017 | 5.7 | 94.3 | 
| Section 2 | 335 | 330 | 975 | 5 | 0.005 | 1.4 | 98.6 | |
| Section 3 | 310 | 271 | 1321 | 39 | 0.030 | 12.5 | 87.5 | |
| Section 4 | 82 | 45 | 531 | 37 | 0.070 | 45.1 | 54.9 | |
| Makiba | Section 1 | 373 | 221 | 846 | 152 | 0.180 | 40.8 | 59.2 | 
| Total | Averages | 0.041 | 28.1 | 71.9 | ||||
Discharge loss in percentage (Q%) is as follows:
Conveyance efficiency (Ec) is as follows:
2.4. Crop Water Productivity Determination
In order for the crop plant to grow, water, soil, nutrient, and sunlight in terms of energy are needed. During their growth, plants tend to develop organic matter where in turn dry matter is obtained. During the data collection for crop water productivity, the pieces of lands of 
3. Results
3.1. Field Survey Result
During the field visit observation, twenty (20) furrow intakes were identified in the catchment (Figure 1). A number of furrow intakes were located at midstream and downstream of the catchment. Upstream of the catchment is steep and has small streams that accommodate the irrigation during the dry season.
3.2. Water Flow Measurements
3.2.1. Intakes
Many of the furrow intakes weirs were constructed using stones, sandbags, and tree logs (Figure 5), which do not catch water intended for irrigation and frequent maintenance. However, the weirs are provided for the purpose of directing water to the irrigation scheme and allowing fixing water gates for regulating irrigation water flow to meet the demand of a particular farm or scheme (Figure 6). Moreover, some of the furrow intakes were constructed using reinforced concrete but still do not work to the required form (Figure 6) while others were constructed locally using stones, tree logs, and sand buckets (Figure 5).
[figure omitted; refer to PDF][figure omitted; refer to PDF]Furthermore, water diverted at the intakes was measured to see how much is withdrawn and how much is permitted to abstract (Table 1). Information on water use permit provided and amount of water permitted to abstract was collected from the Pangani Water Office. During the measurement of water flows at the intakes, it was discovered that some of the furrow intakes abstract more water relative to the allocated amount (Table 1).In that fact, water flows at the intakes exceeded the permitted amount because the irrigation water demand of respective scheme is high or because of the issue of regulating structure that controls the amount of water to flow. The issue of monitoring the diverted water to ensure that it complies with water use permit granted to the Water User Association (WUA) is a problem within the catchment. The water irrigation furrow intakes were scattered from upstream to the downstream; however, after the river confluence going downwards there are many accumulated furrow intakes due to favoring landforms and availability of land for farming (Figure 1).
3.2.2. Irrigation Conveyance Infrastructure
The Usa River Catchment irrigation scheme’s main canals, secondary, and tertiary were earthen which transport water from the intake to the scheme. The irrigation infrastructure system found in the catchment can be represented in a tree form. The main stem taps water from the soil and transports it to the branches. The branches supply the twigs with water and finally it enters into the leaves, where it will either be used by the plants for growth or be lost into the air through evaporation.
The same can be seen in Usa River Catchment traditional irrigation schemes infrastructure where main/primary canal (stem) taps water from the river and then it is distributed by the smaller secondary canal (branches) to the tertiary canal (twigs), which are smaller, and enters into the fields (Figure 4). According to the study conducted in the catchment, water losses at the canals were on average 
The same can be seen in Usa River Catchment traditional irrigation schemes infrastructure where main/primary canal (stem) taps water from the river and then it is distributed by the smaller secondary canal (branches) to the tertiary canal (twigs), which are smaller, and enters into the farm (Figure 4). According to the study conducted in the catchment, it is shown that water losses at the canals were on average of 
3.3. Water Abstraction Compliances and Distributions
About twenty (20) irrigation furrow intakes are owned by the farmer groups called Water User Associations (WUA). The main objectives of forming Water User Association are to manage sustainably water resource in their area, to educate and advise water uses and productivity, to resolve water conflict, for participatory management of water resource and environment, and to identify new members [9]. Each furrow intake has a management team which is called the furrow committee that is responsible for the distribution and allocation of water to its members during the dry periods. The leaders normally got problems where they were being blamed by irrigators that they do not allocate water equally and fairly. This was revealed after water flow measurement at the intakes where twelve (12) out of twenty (20) furrow intakes, which is equal to 
3.4. Results of Crop Water Productivity
The catchment was divided into three agroecological zones: upstream, midstream, and downstream. In each zone, the crop and water productivity were calculated and showed variation in values. Under normal circumstances, every zone has got its constraints of crop production. Table 3 describes that total volumes of water of 
Table 3
Irrigation schedule, hours, water quantity, farm size, and crop water productivity.
| Zones | Irrigation schedule | Water (L/s) | Time (hrs) | Volume (m3) | Size of farm (ha) | Yield (kg) | Water productivity (kg/m3) | Crop productivity (kg/ha) | 
| Downstream | 1 | 53 | 3 | 572.4 | 1.045 | |||
| 2 | 52 | 3 | 561.6 | 1.045 | ||||
| 3 | 45 | 2.5 | 405 | 1.045 | ||||
| 4 | 42 | 4 | 604.8 | 1.045 | ||||
| 5 | 51 | 3 | 550.8 | 1.045 | ||||
| Average | 48.6 | 3.1 | 2694.6 | 1.045 | 1102 | 0.41 | 1054.545 | |
| Midstream | 1 | 68 | 5.5 | 1346.4 | 0.9996 | |||
| 2 | 57 | 6 | 1231.2 | 0.9996 | ||||
| 3 | 58 | 5 | 1044 | 0.9996 | ||||
| 4 | 51 | 4 | 734.4 | 0.9996 | ||||
| 5 | 53 | 3 | 572.4 | 0.9996 | ||||
| 6 | 52 | 4 | 748.8 | 0.9996 | ||||
| 7 | 57 | 2.5 | 513 | 0.9996 | ||||
| Average | 56.6 | 4.3 | 6190.2 | 0.9996 | 892 | 0.15 | 892.357 | |
| Upstream | 1 | 47 | 6 | 1015.2 | 0.801 | |||
| 2 | 50 | 5.5 | 990 | 0.801 | ||||
| 3 | 47 | 6 | 1015.2 | 0.801 | ||||
| 4 | 48 | 4.5 | 777.6 | 0.801 | ||||
| 5 | 45 | 7 | 1134 | 0.801 | ||||
| 6 | 50 | 6 | 1080 | 0.801 | ||||
| 7 | 45 | 6 | 972 | 0.801 | ||||
| 8 | 59 | 5 | 1062 | 0.801 | ||||
| Average | 48.9 | 5.8 | 8046.0 | 0.801 | 701 | 0.09 | 875.156 | |
4. Discussion
4.1. Water Conveyances, Losses, and Efficiency
The obtained results were analyzed using R-program and found that the correlation between distance and the loss of water in the canal is more significant since the 
4.2. Management of Traditional Irrigation Systems
The poverty alleviation is associated with development of irrigation infrastructure and agricultural water management and promotes welfare of rural community and economic growth by increasing agricultural production and productivity [10, 11]. The farmers cultivate crops based on food and market need, but water is allocated as per schedule agreed. Administrator and policy-makers should insist on good practices and water use efficiency to enhance sustainability of water resource and irrigation agriculture. However, the government policies and international partners in irrigation emphasize water uses efficiencies, good agricultural practice (GAP), and sustainable water practices in irrigation systems by improving infrastructure and introducing new technology in line with irrigation scheduling to “gain efficiency” [12, 13]. Substantial decrease of water from the sources creates pressure on stakeholders and hence raises awareness for irrigation water use. Conveniently, to satisfy the future water demand for irrigation agriculture, infrastructure improvement and water management from source and at the farm field are of vital importance. The fragmented management system and weak involvement of stakeholders exacerbated irrigation water management hence amplifying inefficiency of water resources utilization [14].
4.2.1. Compliances to Permitted Water Quantities
According to the field survey, irrigation agriculture withdraws 
Further, abstracting much water from the river source reduces the share of the downstream water user and environmental flow and creates pressure on the catchment. Despite its importance to our lives and irrigation development, water is unevenly distributed in time, space, and quantity and is with great variations in quality. Some areas get more water than they need while others are suffering from water shortage. When there is water scarcity, food security is threatened and production of energy becomes difficult, affecting economic activity, posing a threat to environmental integrity, and creating water conflicts between the water users [17]. The fragmented planning between the water stakeholders aggravates the issue of water resource utilization making it more difficult. Additionally, the balance of water available in the river sources is not well known due to flow variation, recharge capacity which is subject to weather, and unavailable gauging stations. According to the analysis, the linear relationship of the discharge permitted from the water office and the discharge measured at the intake is not significant 
4.2.2. Management of the Irrigation Infrastructure System
The water supply for irrigation aims to be used for crop production which involves conveying water from the source. Water losses in conveyances reduce water diverted while echoing to increase crop productivity to meet the increasing world population remains a challenge [18]. Using more precise water delivery practices gives water managers more flexibility to deliver water where it is needed and when it is needed [19]. Simultaneously, the scattered schemes and positioning away from the irrigation scheme from the water source are one of the barriers to conveyance efficiency as illustrated in Table 2. Consequently, irrigation water demand is increasing globally over time with population increase, for rising income and changes in dietary preference [20]. Conveniently, to satisfy the future water demand for irrigation agriculture, infrastructure improvement and water management from source to farm field are of vital importance. Eventually, more than 850 million out of more than 1 billion are the rural poor people living on less than 1$ a day depending on irrigation agriculture [11]. In the context of agroecological zones, the water competition is increasing across due to demand changes caused by population increase and climate change effect [21]. Much of the investment is needed to improve and adapt existing irrigation infrastructure systems in areas already very reliant on intensively irrigated agriculture [22] that run from upstream to the downstream across an agroecological zone of the catchment. Investing in irrigation agriculture and water management is very important because of the debate on climate change, population growth, and food security [23]. The sustainability of irrigation agriculture in terms of irrigation water supply for food production and environment uses in a catchment in question needs reliable irrigation headwork, proper and modern conveyances, application efficiency in the field, and water management enforcement. Further, access to irrigation infrastructure reduces the incidence of poverty, and upgrading watercourse saves water which results in higher cropping intensity, higher crop productivity, greater food security, and improved farm incomes [23].
4.2.3. Water Use and Crop Water Productivity
Table 3 indicates that amount of water applied for irrigation was 
5. Conclusion and Recommendations
The traditional irrigation system in the catchment needs improvements of water utilization for easy and sustainable management of water for irrigation and enhanced agricultural crop productivity. The proper and designed infrastructure of the irrigation schemes contributes to reliable water allocation and efficient water supply to the destined command area. However, Usa River Catchment (URC) traditional irrigation schemes infrastructure system contains various constraints at the institutional and local level of utilization of this scarce water resource. These include water allocation, distribution, irrigation scheduling and maintenance of water channel, weak stakeholders involvement, and indifference in local and central administration. The provision of these administrative infrastructures and agronomy in the system will improve the provision of irrigation water supply services in the catchment which will be reliable and efficient. This measure will bring a positive effect to the irrigation water supply and allocation in the basins’ irrigation schemes. Subsequently, water flow measurement structures are also needed to ascertain the quantity of water committed to the scheme by water office. Furthermore, land for irrigation should be monitored by keeping the farm size at a selected fertile area so that water could not be lost unnecessarily in irrigation conveyances and at farm field applications. This is important for the catchment to utilize the water resource in irrigated agriculture, water for environmental flows, and ecosystem uses by providing basin water resource management plan based on water balance, water demand, and requirement of the reserve [16]. Similarly, controlling water abstraction from the sources and illegal water abstraction as stipulated in the water policy of 2002 and the water resource management act of 2009 [16] should be enforced. Besides, the new technology of irrigation system should be introduced in the catchment for sustainability of agricultural irrigation and water resource utilization. Similarly, irrigators’ involvement in water management and advising them on high value crop cultivation, water serving irrigation practices, and perpetual water flow measurement for records and decision-making on water allocation at scheme level up to the water office and decision-makers is of great importance.
Acknowledgments
The authors thank the Nelson Mandela African Institution of Science and Technology and Arusha Technical College for their support.
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Abstract
Estimating the conveyance efficiency of traditional irrigation schemes systems is very important. It is because of understanding the volume of water lost along with the transportation facility, enhancing water usage and productivity, hence making better decisions about the utilization of water resources. The objective of the study was to determine water abstraction permit compliances and estimate conveyance efficiency and crop and water productivity of traditional irrigation systems in northern Tanzania. The task involved measurement of irrigation water flows to determine the amount of water abstraction, inflow (head) and outflow (tail) between the canals to determine the conveyance efficiency of the main, secondary, and tertiary canals of the traditional irrigation systems. Moreover, water and yield obtained at the farm level were determined. Results indicate that approximately 
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 ; Njau, Karoli N 2 ; Kahimba, Frederick C 3
 
; Njau, Karoli N 2 ; Kahimba, Frederick C 3 1 Department of Water Environmental Sciences and Engineering (WESE), The School of Materials Energy Water and Environmental Sciences (MEWES), The Nelson Mandela African Institution of Science and Technology (NM-AIST), P.O. Box 447, Arusha, Tanzania; Arusha Technical College, Department of Civil Engineering, P.O. Box 296, Arusha, Tanzania
2 Department of Water Environmental Sciences and Engineering (WESE), The School of Materials Energy Water and Environmental Sciences (MEWES), The Nelson Mandela African Institution of Science and Technology (NM-AIST), P.O. Box 447, Arusha, Tanzania
3 Tanzania Engineering and Manufacturing Design Organisation (TEMDO), Plot No. 268 Block B Njiro Hills, P.O. Box 6111, Arusha, Tanzania





