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Article

Effect of Different Thresholds of Drip Irrigation Using Saline Water on Soil Salt Transportation and Maize Yield

1
College of Water Conservancy and Hydropower Engineering, Hohai University, Nanjing 210098, China
2
Water Conservancy and Civil Engineering College, Inner Mongolia Agricultural University, Hohhot 010018, China
3
Cold and Arid Regions Irrigation and Drainage Research Institute, Inner Mongolia Agricultural University, Hohhot 010018, China
4
College of Agricultural Engineering, Hohai University, Nanjing 210098, China
5
Water Conservancy Science Research Institute of Bayannaoer, Linhe 015000, China
6
Nanjing Hydraulic Research Institute, Nanjing 210029, China
*
Authors to whom correspondence should be addressed.
Water 2018, 10(12), 1855; https://doi.org/10.3390/w10121855
Submission received: 11 November 2018 / Revised: 4 December 2018 / Accepted: 5 December 2018 / Published: 14 December 2018
(This article belongs to the Section Water Use and Scarcity)

Abstract

:
Sustainable development of saline water irrigation was restricted in HID (Hetao Irrigation District) by serious yield reduction and severe salt accumulation without an effective irrigation schedule. Field experiments were carried out to study the effects of drip irrigation thresholds on soil salt transportation and maize yield with shallow saline ground water in 2015 and 2016 in HID. The irrigation was triggered by four soil matric potential (SMP) treatments which measured 20 cm beneath the drip emitter. Results indicate that the shape of the wetting body approximated a one-fourth ellipse on the vertical profile perpendicular to the drip line, while the horizontal radius increased with the increase of SMP. Moreover, salt accumulation decreased with the increasing thresholds in the 0–40-cm layer, while the soil salt in the 40–100 cm layer was hardly affected by SMP thresholds under a drip irrigation quota of 22.5 mm. Maize yield showed a quadratic relationship with the SMP threshold, and the irrigation water use efficiency (IWUE) showed a linear increase in response to the decrease in SMP threshold. Taking into account the salt accumulation, yield and IWUE, a SMP threshold higher than −30 kPa is suggested as the appropriate indicator for maize mulched-drip irrigation with shallow saline groundwater in HID.

1. Introduction

HID (Hetao Irrigation District) is one of the largest irrigation regions and most important food production bases in north China. However, due to its arid climate and inadequate drainage systems, 77.7% of the land area was covered with salt-affected soils in 2012, soil salinity and water shortages have plagued agriculture production for a long time. The low precipitation and dry climate result in a high dependency of local crops on irrigation water from the Yellow River; approximately 3.92 billion m3 of water is used for irrigation every year, which accounts for 98% of the total water taken by channels from the Yellow River by HID. The vast amount of agricultural water used not only leads to heavy stress on ecological water but also contributes to the drying up of the Yellow River. Meanwhile, the contradiction between the increasing water shortage and heavy demands has been notable. Moreover, shallow soil salt has accumulated after years of cultivation as a result of mismanagement of water and fertilizer, high groundwater table, arid climate, decreased infiltrability and inadequate drainage systems. Viable strategies are necessary to alleviate the water shortage and ameliorate surface soil salinization while under the demands for enormous yields.
So far, many countermeasures have been put forward to reduce the vast amount of irrigation water used, summarized as employing water-saving irrigation techniques, reforming canal seepage control, delivering irrigation water with pipelines instead of canals, exploiting new irrigation water resources (such as reclaimed water and saline water), applying rational organic fertilizer, cultivating salt-tolerant plants, constructing drainage systems, and ponding fresh water on the soil surface to leach soil salts [1,2]. However, due to the typical inland arid conditions and fresh water shortages in north China, it is not practical to utilize any single management strategy of those mentioned above. Accordingly, a novel and feasible method is needed to reduce the amount of fresh irrigation water used and to decrease the trend of soil salinization.
In this sense, the conjunctive use of surface and groundwater for mulched-drip irrigation is purported to be the most efficient and practical method in HID, which has considerable storage of shallow saline groundwater—approximately 0.72 billion m3, according to an investigation carried out in 2013 and 2014. On the one hand, established canals can be used to carry fresh Yellow River water for leaching soil salt appropriately after crop harvesting or before ploughing; on the other hand, an optimum scheme of mulched-drip irrigation with saline water can reduce fresh water consumption effectively during the growing period. Consequently, combined application of canals and wells can be an important means of sustainable water resource utilization and soil desalinization in HID.
Researchers have indicated that groundwater of poor quality can be used to ameliorate the urgent demand for fresh water in agriculture in water-deficient areas such as HID [3,4]. Moreover, Ma et al. (2010) indicated that favorable brackish water irrigation at the electrical conductivity of 5.6 ds/m can obtain desirable yields and not lead to soil salinization [5]. Due to the advantages of distributing water and nutrients uniformly, controlling the amount of applied water precisely at high frequencies, reducing evaporation by plastic mulch, minimizing deep percolation with normal irrigation quota, and decreasing the adverse effects of salinity by means of leaching [6,7,8], mulched-drip irrigation is asserted to be the most effective method for saline water irrigation. The use of plastic mulch associated with drip irrigation would decrease salt accumulation on the soil surface as direct evaporation of water to air is minimized; furthermore, the mulch also increases the soil temperature and moisture to ensure high emergence growth rates of crop seedlings [9,10,11]. Wang et al. (2016) indicated that mulched-drip irrigation with saline water at a salinity of 3.0 g/L can guarantee the yield of cotton, while the soil salt conditions will not be affected at the same time [12]. The key issue related to the utilization of saline water instead of fresh water on salt-affected soils is to determine a reasonable irrigation schedule to ensure appropriate irrigation water for both normal crop growth and soil desalination. Extensive research has suggested that the measurement of soil matric potential (SMP) at a depth of 20 cm immediately under the drip emitter can be used as an indicator for crop drip irrigation scheduling [13,14,15,16,17,18,19,20]. Based on experiments, Kang et al. (2005) indicate that soil moisture and salinity condition can be well maintained if the SMP of mulched-drip irrigation with saline water is kept higher than −20 kPa [13].
However, the salt contents, soil texture, ion composition of shallow saline groundwater and climate conditions in HID are quite different. Moreover, few studies apply shallow saline groundwater, in which salt contents fluctuate during the maize growth period, compared with saline water prepared with freshwater and chemicals in laboratory. Thus, further studies of saline water and mulched-drip irrigation are needed in HID. In order to analyze the effect of different thresholds of drip irrigation using shallow saline groundwater on soil salt and crop yield, open-field research was conducted in HID for maize under mulched-drip irrigation with local groundwater by controlling different SMPs at 20-cm depth immediately under the emitters.
The objectives of this study were to: (1) determine the effect of different SMPs on spatial distribution of volumetric soil moisture and soil salt; (2) measure the impact of different SMPs on salt accumulation, maize yield and irrigation water use efficiency (IWUE); and (3) optimize proper irrigation scheduling for maize shallow saline groundwater irrigation in HID.

2. Materials and Methods

2.1. Experimental Site

The field experiment was conducted at Wulate Qianqi Water Saving and Ecological Experiment Station (longitude: 107° 13′ E, latitude: 40° 43′ N, 1041 m a.s.l., HID of Inner Mongolia Autonomous Region, China), from 15 April to 30 November 2015, and 12 April to 26 November 2016. The station is in the east part of north China with a typical continental desert climate, and characterized by scarce precipitation (about 225 mm annually, most of which (78.9%) falls between June and September), strong evaporation (more than 2200 mm, approximately ten times annual rainfall), and long sunshine hours (about 3156 h annually). Daily rainfall, maximum temperature and minimum temperature data are shown in Figure 1. The average air temperatures in 2015 and 2016 were 18.43 °C and 19.02 °C, respectively, while the annual average humidity is 45%. The soil of the field is mainly loamy sand and its physicochemical properties are presented in Table 1, Table 2 and Table 3.
Crops are usually irrigated with fresh water carried from the Yellow River by canals. The groundwater table of the experimental field varies from 0.79 to 3.87 m, and the average ground water depth was about 2.74 m in 2015 and 2.78 m in 2016 during the maize growth period. The total dissolved solids of local groundwater varied from 2.22 to 3.64 g/L during the experimental period, and averaged 3.14 g/L in 2015 and 3.12 g/L in 2016. The ionic composition of shallow groundwater and Yellow River water is given in Table 4, and the variation of the groundwater table and salinity is shown in Figure 2.

2.2. Experimental Design

2.2.1. Plot Layout, Irrigation Water Management

Field experiments were carried out in 12 plots, each covering an area of 324.0 m2 (7.2 m × 45.0 m). Four treatments in terms of SMP value were devised at 20 cm depth immediately under the emitters higher than −10 kPa (S1), −20 kPa (S2), −30 kPa (S3), −40 kPa (S4) after maize establishment. The four treatments were replicated 3 times with the experimental plots following a completely randomized block design. Each plot contained 6 raised beds with spacing and length of 1.2 m and 35.0 m, respectively.
Each treatment was equipped with an independent drip irrigation system, which consisted of valves, a water flow meter, a pressure gauge, a fertilizer tank, a screen filter and 6 tapes. Thin-wall drip tapes (Shanghai Huawei Co. Shanghai, China) with 0.3 m emitter intervals and a flow rate of 1.38 L/h at the operating pressure of 0.1 MPa were placed on the center of raised beds, and then white polyethylene films (90.0 cm width and about 0.038 mm thick) were spread over each bed. The location of the treatments was settled during the 2 years of the experiments.
All experimental treatments were performed by spring irrigation with Yellow River water of 112.5 mm after cultivation and 20 days before sowing to ensure appropriate salt and moisture environment in surface soil for seedlings to emerge normally. Thereafter 22.5 mm of saline water pumped from a local phreatic aquifer was applied when SMP reached the target values.

2.2.2. Plant Management and Measurements

Maize (Neidan No. 212, a crossbred variety selected by Maize Research Institute of Inner Mongolia Academy of Agricultural & Animal Husbandry Sciences, China) were sown at 20 cm intervals on 8 May 2015 and 14 May 2016 in double rows, with each row lying about 25 cm away from the drip line (Figure 3). Thinning was conducted on the 13th and 12th day in 2015 and 2016, respectively. Maize was harvested on 30 September and 4 October, and the growth period was 145 and 143 days in 2015 and 2016, respectively. Basal-dressing dose of 375 kg/ha of diammonium phosphate (DAP: 18% N, 46% P, 0% K) and 135 kg/ha of potassium sulphate (K2SO4, 45%) were uniformly applied to the experimental plots at the time of mulching in 2015 and 2016. The top-dressing was supplemented with urea (46.2% N) and compound fertilizer (12% N, 18%P2O5, 15% K2O), which was applied by mixing with irrigation water at a concentration of 30% (w/w); the detailed top-dressing scheme is given in Table 5. Disease and pest management practices were the same as those used for local traditional corn production.
The finial emergence percentage was measured after thinning for each plot and calculated on the number of hills.

2.3. Observation and Equipment

2.3.1. Rainfall and Equipment

Meteorological data, containing daily rainfall, wind speed, and maximum temperature, were obtained from an automatic weather station (YM-03A) located 50 m away from the field experiment site. The precipitation during the maize growth stage was 145.88 mm and 139.7 mm in 2015 and 2016, respectively.

2.3.2. Soil Matric Potential

A vacuum gauge tensiometer was installed at 20 cm depth immediately under the emitter for SMP monitoring and irrigation scheduling in each plot. The tensiometers were observed 3 times per day at 08:00, 12:00, and 18:00 h during the whole growth period of maize.

2.3.3. Soil Salinity and Moisture

Soil samples were obtained from each plot with an auger (2.0 cm in diameter and 15 cm high) every 20 days from sowing to harvesting in each plot in 2015 and 2016. Additional measurements were taken before and after each irrigation event. The distances of sampling points to drip emitters were 0, 17.5, 35, and 60 cm, and all the samples depths were the same, that is, 0–10, 10–20, 20–30, 30–40, 40–60, 60–80, and 80–100 cm. The 3 replications of soil samples per treatment were mixed into 1 sample for testing and analysis of the soil salinity and water content. Soil moisture content was measured by gravimetric method, and converted to volumetric soil moisture content by multiplying soil bulk density.
All samples were air-dried, ground and passed through a 1-mm sieve. Soil leachate was prepared at a soil-to-water ratio of 1:5 and soil salinity was estimated from electrical conductivity EC1:5 measured with a conductivity meter (DDS-11A, REX, Shanghai). The formula for converting electrical conductivity to soil salt concentration was calibrated with experimental data, which exhibited a linear relationship between EC1:5 and soil salt content (Figure 4).

2.3.4. Maize Yield

At maize harvest in late September 2015 and early October 2016, a harvest area of 12 m2 (5.0 m in length and 2.4 m in width) was randomly selected, and yield was then estimated by the following equation:
Y = 10 , 000 12 × y
where Y is the estimated maize yield (kg/ha), and y is the measured maize yield in the selected area (kg/m2).

2.3.5. Calculation of IWUE

IWUE can be calculated by the following equation:
IWUE = Y I
where Y is maize yield (kg/ha), and I is the irrigation amount (mm) during the maize growth stages.

2.3.6. Statistical Analysis

The soil water content, yield and soil salinity were analyzed with Excel 2016, Surfer 12.2.705 and SPSS 20, while layout of drip lines was drawn using AutoCAD 2016. Single-factor analysis of variance (ANOVA) and multiple comparisons were conducted for significance effects among treatments with the least-significant difference (LSD) test using SPSS 20, and at a α = 0.05 level of significance.

3. Results

3.1. Irrigation Management and Weather

The cumulative rainfall during the experiment period is shown in Figure 5; the total rainfall during the period was 145.88 mm in 2015 and 139.7 mm in 2016. Moreover, precipitation exceeded 5 mm 10 and 7 times in 2015 and 2016, respectively; consequently, the corresponding totals were 102.73 and 84.8 mm, respectively. In 2015 and 2016, respectively, 70.98% and 72.44% of rainfall was concentrated in June, July and August.
In order to ameliorate the moisture and salt conditions of the topsoil for better germination, all of the treatments were irrigated with the same amount (112.5 mm) of Yellow River water before maize sowing. Subsequently, irrigation was applied promptly as the SMP reached the target values for S1, S2, S3, and S4 treatments, respectively. Specifically, considering the maximum evapotranspiration in HID is 10 mm/day, and the extra water required for leaching soil salt under saline water irrigation, the same quota of irrigation water of 22.5 mm for each application was settled during the maize growth period. The irrigation times and amount of applied water for each treatment in 2015 and 2016 is shown in Table 6. Clearly the irrigation frequency and amount of irrigation water increased with the increase of the soil SMPs.

3.2. Distribution of Soil Moisture

Soil moisture was mainly influenced by evaporation, root water uptake, recharge of groundwater, infiltration of rainfall and irrigation. As Figure 6A–E and Figure 7A–E show, the spatial distributions and variation tendency of soil moisture along the vertical profiles perpendicular to the drip line were similar in 2015 and 2016. Before spring irrigation, a relatively homogeneous region of moisture in the upper 40 cm existed, and the value of soil moisture averaged 18%, then the soil moisture slightly increased to 24% at the 60–100 cm depth (Figure 6A and Figure 7A).
Before sowing, the soil moisture of observed layers clearly increased when compared with the values before spring irrigation, and the average soil moisture at 0–30 cm distance from the drip emitter at 20–40 cm depth was about 96% of field capacity, while the value at 80–100 cm depth was about 98.5% of field capacity. Specifically, a one-quarter circle area of soil moisture took place at 40–60 cm distance from the drip emitter above 20 cm depth, and the soil water content decreased with observed zones away from the emitter and close to the surface.
Before and after the irrigation at the jointing stage, the distribution of soil water for different treatments was similar, and the mean soil moisture content in the interval 0–40 cm from the drip emitter at 0–40 cm depth was about 92.4%, 78.8%, 67.4% and 62.3% of field capacity before the irrigation and around 97.2%, 91.46%, 91.42% and 88.4% of field capacity after the irrigation for −10 kPa, −20 kPa, −30 kPa and −40 kPa treatments, respectively. In particular, at the interval of 40–60 cm from the emitter, soil moisture in all treatments reached the minimum value and in the order of −10 kPa > −20 kPa > −30 kPa > −40 kPa. Soil water content at depth 80–100 cm remained unchanged for all treatments. It is clear that soil moisture in the 40–60 cm layer is less than that of the upper (0–40 cm) and the lower (60–100 cm) layers. This can be attributed to the texture of the 40–60 cm soil layer, which is loamy sand and has lower field capacity than the other two layers.
After harvest, soil water content in the 40–100 cm layer was similar for all treatments and averaged 15% in 40–60 cm, 20% in 60–80 cm and 24.5% in 80–100 cm. The moisture at 0–40 cm distance from the drip emitter in the 0–40 cm layer for −10 kPa and −30 kPa treatments were higher than that for −20 kPa and −40 kPa treatments, whereas, soil distribution at 40–60 cm distance from the drip emitter in the 0–30 cm layer was similar, with soil moisture in the order of −10 kPa ˃ −20 kPa > −30 kPa > −40 kPa.
The horizontal radius of the wetting body in the profile perpendicular to the drip line increased with the increase of SMP measured 20 cm beneath the drip emitter, while the vertical radius was 40 cm as the SMP varied from −10 kPa to −40 kPa. Furthermore, the humidity in the mulch was higher than that out of the mulch, as the plastic membrane served the function of minimizing the evaporation of topsoil and maintaining the moisture of the micro environment; accordingly, little soil water moved upward with capillary force for evaporation in the mulch. Moreover, the horizontal and vertical infiltration of irrigation water increased soil moisture, thus, soil water content at 0–40 cm distance from the drip emitter was higher than that at 40–60 cm distance from the drip emitter in the same layer. Additionally, influenced by the recharge of groundwater, soil moisture at 60–100 cm remained stable.

3.3. Distribution of Soil Salt

Along with soil water, soil salt moved vertically and horizontally, mainly influenced by rainfall, irrigation, evaporation, root water uptake and recharge of groundwater. As shown in Figure 8A–E and Figure 9A–E, the spatial distributions and variation trend of soil salt along the vertical profiles perpendicular to the drip line was similar in 2015 and 2016.
Before spring irrigation, an obvious soil salt gradient above 60 cm existed, specifically, the soil salt gradually decreased from 3.2 g/kg on the surface to 1.6 g/kg as soil depth increased to 50–60 cm, and slightly increased to 1.8 g/kg at 60–100 cm. Meanwhile, the salt distribution in 60–100 cm had little difference in response to treatments, which may be caused by soil spatial heterogeneity (Figure 9A and Figure 10A).
Before sowing, soil salt above 80 cm decreased distinctly when compared with soil salt before spring irrigation. Visibly, the soil salt content was below 1.4 g/kg owing to the leaching of spring irrigation, which was lower than the tolerance threshold of corn of 5.39 g/kg [21]. Meanwhile, an obvious soil salt gradient within 70–100 cm existed, with soil salt increasing from 1.6 g/kg to 3.0 g/kg in response to the leaching of spring irrigation, and a massive amount of salt moving downward to deeper layers along with the irrigation water.
Before the irrigation at the jointing stage, the distribution of soil salt for treatments was similar, and soil salinity of zone the at 0–40 cm distance from the drip emitter at 0–40 cm depth for treatments was in the order of −10 kPa < −20 kPa < −30 kPa < −40 kPa, while soil salt content of layers at 40–100 cm depth was in the order of −10 kPa > −20 kPa > −30 kPa > −40 kPa. Meanwhile, there was a low-salt area at about 20 cm distance from the drip emitter at 0–40 cm depth, where maize main roots were distributed, whereas, the zone of 40–60 cm distance from the drip emitter at 0–40 cm depth exhibited high salinity.
After the irrigation at the jointing stage, soil salinity at 0–40 cm distance from the drip emitter decreased to 1.1 g/kg, while soil salt content at 40–60 cm distance from the drip emitter at 0–40 cm depth increased. Meanwhile, soil salinity at 40–100 cm increased after the irrigation with saline water, while, with drip emitter as the focus, the soil salinity area at 0–60 cm depth was a one-quarter ellipse in the vertical profile perpendicular to the drip line, and the vertical radius was longer than the horizontal radius.
After harvest, the distribution of soil salt at 40–100 cm was similar for all treatments, and there was an obvious soil salt gradient with soil depths of 0–100 cm. Moreover, the soil salt content decreased with the soil depth, while soil salinity at the same distance from the drip emitter and the same depth for treatments was in the order of −10 kPa > −20 kPa > −30 kPa > −40 kPa.
Overall, with the point source infiltration, the shape of the wetting body was similar to a one-quarter ellipse in the vertical profile perpendicular to the drip line. With maize roots slightly taking some ions, a low soil salinity area in the root zone occurred. Moreover, the evaporation of topsoil resulted in the motivation of deep soil salt toward the surface, and soil salt moved toward the un-mulched area (40–60 cm distance from the drip emitter).

3.4. Soil Salt Accumulation

The soil salt accumulations after saline water irrigation at different thresholds in 2015 and 2016 are shown in Figure 10A,B, respectively. Results show that salt accumulated in the 0–100 cm layer. Moreover, influenced by precipitation, irrigation and evaporation, salt accumulation decreased with the increasing thresholds and the increasing depth in the 0–40 cm layer. whereas, salt accumulation in the 40–100 cm layer was not notable with the influence of saline water irrigation and groundwater recharge.
The saline water irrigation not only supplied moisture for maize growth, but also provided extra water for leaching soil salt via vertical and lateral infiltration. Moreover, the influence of desalinization evoked by irrigation and rainfall decreased with the increasing soil depth, while, due to ground water depth from May to June being lower than 3.0 m, salt of the recharged saline water from underground gathered in layers below 60 cm.

3.5. Yield of Maize

3.5.1. Yield Characteristics

As shown in Table 7, there were little differences in ear length, 100-kernel weight and fresh ear weight of maize for treatments: the parameters all decreased with the decreasing target SMP. Meanwhile, high target thresholds with more saline water exerted positive effects on ear length, 100-kernel weight and fresh ear weight; in this case, all yield parameters of the −40 kPa treatment were the lowest.

3.5.2. Yield and IWUE

IWUE was calculated by Equation (2). Maize yield and IWUE increased with the increase of SMP, while the corresponding IWUE decreased with the increase of SMP (Table 8). As shown in Table 8, the yield of the S1 treatment was higher than other treatments, while the IWUE was the lowest. In contrast, the IWUE of the S4 treatment was the highest, but the yield was lower than for other treatments. The yield of the S3 treatment was just 0.36% and 0.84% lower than that of the S2 treatment in 2015 and 2016, respectively, while the IWUE of the S3 treatment was 18.46% and 21.57% higher than that of the S2 treatment in 2015 and 2016, respectively. The detailed relationship between maize yield, IWUE and SMP is illustrated in Figure 11. In both 2015 and 2016, the IWUE increased lineally with the decrease of SMP, while maize yield increased slowly with the decrease of SMP at first, and reached the maximum value when SMP reached about −20 kPa, and then decreased rapidly as the SMP decreased, which is in accordance with the research of Wang et al. [16].
The present study was aimed at determining a reasonable irrigation regime for maize production, based on comprehensive consideration of high yield, little salt accumulation and high IWUE. Hence, the irrigation schedule using local shallow saline groundwater with SMP of −30 kPa is recommended in the study area.

4. Discussion

According to the two-year field experiment conducted in HID, soil moisture and soil salt revealed a short-term fluctuation during the maize growth period. A low-salt zone in the plough layer and a high-salt region in the topsoil out of the mulch emerged, and the isoline distribution of soil salt was similar to that of soil moisture. Moreover, as a result of point source infiltration, a wetting body similar to a one-quarter ellipse in the vertical profile perpendicular to the drip line emerged. The horizontal radius of the wetting body increased with the increase of SMP, while the vertical radius remained at 40 cm despite variation in SMP from −40 kPa to −10 kPa, which illustrates that the wetted depth in loam was 40 cm under a drip irrigation quota of 22.5 mm. The result of the present study is consistent with the research of Zheng et al. (2011), who indicated that an inverted cone of the soil-wetted zone and a salt shell outside the wetting body formed after drip irrigation [22].
With the influence of saline water irrigation, rainfall, strong evaporation and groundwater recharge, salt accumulation decreased with the increasing thresholds in the 0–40 cm layer, which is similar to the research of Feng et al. [23] and Liu et al. [24]. However, the SMP had no significant effect on soil salinity in the 40–100 cm layer, which is different from the research of Qiao et al. [25], who found that salt accumulation does not appear in the 0–100 cm soil layer during the whole growth stage of summer maize, when the water salinity level is lower than 4.0 g/L and groundwater depth is higher than 3 m.
With shallow saline groundwater drip irrigation, the ear length, 100-kernel weight and fresh ear weight of maize decreased with the decrease of target SMP. Moreover, the IWUE increased lineally in response to the decrease of the SMP threshold, while maize yield showed a quadratic relationship with the SMP threshold, with maximum production reached at a SMP of −20 kPa. These findings are concordant with those of Wan et al. [17]. Considering the considerable yield, litter salt accumulation and high IWUE, the irrigation system of S3 (−30 kPa) is recommended for maize production in the study area.
It should be noted that the conclusions of this study were based on two years of field experiment data, and the detailed dynamic response of groundwater salinity, groundwater level and soil salinity was not investigated. Further study of the possible impacts of saline water irrigation on soil, crops and the groundwater environment remains for the future.

Author Contributions

Conceptualization, J.L. and Z.Q.; Data curation, Z.Q.; Formal analysis, J.L.; Funding acquisition, Z.Q.; Investigation, J.L.; Methodology, Z.Q.; Project administration, J.C.; Resources, F.W.; Software, J.L.; Validation, J.L., Z.Q. and J.C.; Visualization, Q.J.; Writing—Original Draft, J.L.; Writing—Review & Editing, Z.Q.

Funding

This research was funded by “The National Key Research and Development Program of China”, grant number “2016YFC0501301”.

Acknowledgments

We are grateful to Pingru He for her constructive comments during the review process. We also thank Yongping Huang for his help in the field.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Daily meteorological data during the crop growth period for 2015 and 2016: (a) daily meteorological data for 2015; (b) daily meteorological data for 2016.
Figure 1. Daily meteorological data during the crop growth period for 2015 and 2016: (a) daily meteorological data for 2015; (b) daily meteorological data for 2016.
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Figure 2. Variation of the groundwater table and salinity: (a) variation of groundwater depth; (b) variation of groundwater salinity.
Figure 2. Variation of the groundwater table and salinity: (a) variation of groundwater depth; (b) variation of groundwater salinity.
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Figure 3. Layout of drip lines.
Figure 3. Layout of drip lines.
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Figure 4. Relationship between soil salt concentration and soil EC1:5.
Figure 4. Relationship between soil salt concentration and soil EC1:5.
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Figure 5. Cumulative rainfall in 2015 and 2016: (a) cumulative rainfall from 15 April to 5 October in 2015; (b) cumulative rainfall from 15 April to 5 October in 2016.
Figure 5. Cumulative rainfall in 2015 and 2016: (a) cumulative rainfall from 15 April to 5 October in 2015; (b) cumulative rainfall from 15 April to 5 October in 2016.
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Figure 6. Spatial distribution of soil moisture along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2015.
Figure 6. Spatial distribution of soil moisture along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2015.
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Figure 7. Spatial distribution of soil moisture along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2016.
Figure 7. Spatial distribution of soil moisture along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2016.
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Figure 8. Spatial distribution of soil salt (g·kg−1) along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2015.
Figure 8. Spatial distribution of soil salt (g·kg−1) along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2015.
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Figure 9. Spatial distribution of soil salt (g·kg−1) along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2016.
Figure 9. Spatial distribution of soil salt (g·kg−1) along the vertical transect that is perpendicular to the drip line (A) before spring irrigation, (B) before sowing, (C) before the irrigation at the jointing stage, (D) after the irrigation at the jointing stage, and (E) after harvest, for all treatments in 2016.
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Figure 10. Soil salt (g·kg−1) accumulation for saline water irrigation: (A) soil salt (g·kg−1) accumulation in 2015; (B) soil salt (g·kg−1) accumulation in 2016.
Figure 10. Soil salt (g·kg−1) accumulation for saline water irrigation: (A) soil salt (g·kg−1) accumulation in 2015; (B) soil salt (g·kg−1) accumulation in 2016.
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Figure 11. The relationship between maize yield, IWUE, and SMP in 2015 and 2016.
Figure 11. The relationship between maize yield, IWUE, and SMP in 2015 and 2016.
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Table 1. Soil physical properties in the experimental region.
Table 1. Soil physical properties in the experimental region.
Soil Depth (cm)Bulk Density (g·cm−3)Field Capacity (%)Texture ClassMechanical Composition (%)
Clay
(<0.002 mm)
Silt
(0.002–0.05 mm)
Sand
(0.05–2.0 mm)
0–401.3832.8Loam 4.5832.1063.32
40–601.4718.6Loamy sand1.4611.3487.20
60–1001.4226.2Sandy loam2.2826.3071.42
Table 2. Basic soil nutrient of the initial profile.
Table 2. Basic soil nutrient of the initial profile.
Soil Depth (cm)Total N (g/kg)Total P (g/kg)Available N (mg/kg)Available P (mg/kg)Available K (mg/kg)Organic Matter (g/kg)
0–400.200.2829.340.52102.262.06
40–600.140.3615.200.4376.901.58
60–1000.100.257.000.6468.541.40
Table 3. Basic soil salinity of the initial profile.
Table 3. Basic soil salinity of the initial profile.
Soil Depth (cm)Composition of Soil: Water 1:5 (w/v) Extract (mmol/L)Soil Salinity (g·kg−1)
CO32−HCO3ClSO42−Ca2+Mg2+Na+K+
0–400.030.9243.2814.5812.361.8844.120.452.92
40–600.030.5638.3428.4218.422.0246.080.832.03
60–1000.000.6242.5518.6914.643.4342.561.232.51
Table 4. Compositions of shallow groundwater and Yellow River water.
Table 4. Compositions of shallow groundwater and Yellow River water.
Ionic Concentration (mmol/L)EC (ds/m)pH
CO32−HCO3ClSO42−Ca2+Mg2+Na+K+
Shallow groundwater189.1099.10559.20667.60315.00202.001298.7039.003.378.47
Yellow River water9.25101.7460.5589.2473.2352.45100.117.800.497.5
Note: “EC” indicates electric conductivity of water.
Table 5. Detail top-dressing scheme.
Table 5. Detail top-dressing scheme.
TimeBefore SowingLate JuneEarly JulyMid JulyLate JulyEarly AugustMid AugustLate AugustAnnual
Diammonium phosphate375 × 1 375
Potassium sulphate135 × 1 135
Urea 45 × 145 × 145 × 145 × 245 × 245 × 245 × 1450
compound fertilizer 45 × 1 45 × 1 45 × 1 135
Note: “375 × 1” indicates fertilization once and 375 kg/ha of diammonium phosphate was fertilized before sowing.
Table 6. Irrigation and amount of applied water for each treatment during the experiment period in 2015 and 2016.
Table 6. Irrigation and amount of applied water for each treatment during the experiment period in 2015 and 2016.
YearsTreatmentsFresh Water before
Sowing (mm)
Saline Water Irrigation during ExperimentWater Depth (mm)
Irrigation TimesSeasonal Water Depth (mm)
2015S1 (−10 kPa)112.521472.5585.0
S2 (−20 kPa)112.516360.0472.5
S3 (−30 kPa)112.513292.5405.0
S4 (−40 kPa)112.510225.0337.5
2016S1 (−10 kPa)112.524540.0652.5
S2 (−20 kPa)112.518405.0517.5
S3 (−30 kPa)112.514315.0427.5
S4 (−40 kPa)112.511247.5360.0
Table 7. The yield characteristics for treatments in 2015 and 2016.
Table 7. The yield characteristics for treatments in 2015 and 2016.
YearsTreatmentsEar Length (cm)Ear Diameter (cm)Kernel Rows per EarKernel per RowKernel per Ear100-Kernel Weight (g)Fresh Ear Weight (g)
2015S1 (−10 kPa)18.146 c 45.104 b16.804 b 28.628 a 504.800 b 31.970 c 164.690 d
S2 (−20 kPa)18.140 c 45.140 b17.200 c31.164 d517.400 c31.370 b157.600 b
S3 (−30 kPa)17.636 b45.872 b17.600 d30.044 c515.400 c31.318 b161.236 c
S4 (−40 kPa)17.502 a 43.156 a16.614 a29.296 b 492.200 a29.576 a138.680 a
2016S1 (−10 kPa)17.186 d47.004 b16.604 b28.004 a 496.000 b 31.192 c175.556 d
S2 (−20 kPa)16.980 c47.680 b 17.412 c31.578 d513.000 c31.052 c145.556 b
S3 (−30 kPa)16.080 b46.422 ab17.600 d29.870 c 517.200 d30.290 b167.680 c
S4 (−40 kPa)14.766 a 45.068 a16.212 a 29.368 b487.200 a 27.590 a140.000 a
Note: Values in a row followed by the same letter are not significantly different at p ≤ 0.05, while values in a row followed by different letters are significantly different at p ≤ 0.05.
Table 8. Maize yield and irrigation water use efficiency (IWUE) for treatments in 2015 and 2016.
Table 8. Maize yield and irrigation water use efficiency (IWUE) for treatments in 2015 and 2016.
YearsTreatmentsSMP (−kPa)Yield (kg/ha)Irrigation Amount of Saline Water (mm)IWUE (kg/ha/mm)
2015S1 (−10 kPa)1014,182.000 c472.530.013 a
S2 (−20 kPa)2014,090.000 b360.039.140 b
S3 (−30 kPa)3014,039.000 b292.548.000 c
S4 (−40 kPa)4013,032.667 a225.057.923 d
2016S1 (−10 kPa)1014,182.000 c540.026.263 a
S2 (−20 kPa)2014,076.000 bc405.034.753 b
S3 (−30 kPa)3013,958.000 b315.044.313 c
S4 (−40 kPa)4013,040.667 a247.552.690 d
Note: Values in a row followed by the same letter are not significantly different at p ≤ 0.05, while values in a row followed by different letters are significantly different at p ≤ 0.05.

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MDPI and ACS Style

Li, J.; Qu, Z.; Chen, J.; Wang, F.; Jin, Q. Effect of Different Thresholds of Drip Irrigation Using Saline Water on Soil Salt Transportation and Maize Yield. Water 2018, 10, 1855. https://doi.org/10.3390/w10121855

AMA Style

Li J, Qu Z, Chen J, Wang F, Jin Q. Effect of Different Thresholds of Drip Irrigation Using Saline Water on Soil Salt Transportation and Maize Yield. Water. 2018; 10(12):1855. https://doi.org/10.3390/w10121855

Chicago/Turabian Style

Li, Jingang, Zhongyi Qu, Jin Chen, Fan Wang, and Qiu Jin. 2018. "Effect of Different Thresholds of Drip Irrigation Using Saline Water on Soil Salt Transportation and Maize Yield" Water 10, no. 12: 1855. https://doi.org/10.3390/w10121855

APA Style

Li, J., Qu, Z., Chen, J., Wang, F., & Jin, Q. (2018). Effect of Different Thresholds of Drip Irrigation Using Saline Water on Soil Salt Transportation and Maize Yield. Water, 10(12), 1855. https://doi.org/10.3390/w10121855

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