1. Introduction
One of the indicators used to evaluate irrigation management is water use efficiency (WUE). In the current situation, due to the water shortage around the world, yield production is not the sole consideration, and WUE has gained importance in recent years. About two decades after the first deficit irrigation (DI), a new method known as partial root-zone irrigation (PRI) has been developed. PRI is a new method of irrigation which improves WUE without a significant decrease in the yield production [
1,
2,
3,
4]. In this method, the root zone is divided into two equal parts, so that in each period of irrigation only one of those two regions is irrigated and the other side remains dry. In other words, only 50% of the root zone receives the required water and the other half of the root zone remains stressed. This method is used in furrow irrigation as alternate furrow irrigation (AFI) and fixed furrow irrigation (FFI) methods. In AFI, one of two neighboring furrows is alternately irrigated during each irrigation event. In FFI, one of the two neighboring furrows is permanently skipped for watering [
2,
5].
Soil evaporation causes 20% water loss and if this method is used, then due to the reduced wet surface, evaporation losses decline by 50% [
6]. Stone et al. [
7] and Zhang et al. [
8] reported that in AFI and FFI, evaporation decreased by 50% compared to conventional irrigation.
Many scholars believe that DI stimulates plant roots to interact more and uptake more water to the plant in drought conditions, thus under PRI, one part of the root is under high stress and cannot provide water for the plant. The root transmits some signals to the other parts of plant that leads to a reduction in transpiration and an increase in the roots' water uptake in areas where water content is more accessible [
2,
6,
9].
The PRI method results indicate increased abscisic acid and thus increases WUE [
10]. In most varieties of corn (
Zea mays L.), PRI has shown great potential in saving water and increasing WUE [
3,
10].
Devkota et al. [
11] in their research into soil salinity management on raised beds with different furrow irrigation modes in salt-affected land by three irrigation methods—including conventional furrow irrigation (CFI), alternate furrow irrigation (AFI), and fixed furrow irrigation (FFI)—stated that the AFI and FFI methods used 31% and 32% less water than the conventional furrow irrigation method, respectively. Additionally, the yield of product under the FFI method was 96%, equal to 984 kg more than under the CFI method and 64% more than under the AFI method [
11]. Siyal et al. [
5] studied the effects of the AFI and CFI methods on the water productivity of okra. The amount of water consumption under the AFI and CFI methods was 248 and 497 mm, respectively, and they reported that the AFI method only reduced yield production by 7.3% compared to the FFI method [
5]. The PRI irrigation method with increased radial infiltration reduces deep percolation [
12], resulting in increasing efficiency.
Several studies have shown that the PRI method caused soil nitrate uptake to increase and residual nitrate in the soil to decrease compared to the FFI method [
6,
13,
14]. Kirda et al. [
3] reported that the PRI method led to better efficiency of nitrogen fertilizer on corn yield in fields with lower soil nitrogen compared to full irrigation and normal deficit irrigation [
3]. Wang et al. [
15] proposed that at least two factors might have contributed to the improved crop N uptake under PRI treatment; namely an enlarged root system for nitrate (N) uptake and an increased N availability in the soil [
16].
According to studies conducted in the field of PRI, satisfactory results have been achieved, but the effect of PRI management on the nitrate uptake, nitrate residues in the soil, and leaching potential have not been considered. The results of previous studies, based on soil nitrate and water uptake, were analyzed separately. The results of the analyses confirmed the PRI based on WUE, water efficiency, and nitrate leaching. The aim of this study was to investigate the effect of PRI on nitrate uptake and WUE in pot cultivation and provide the best method of management in the field of irrigation and fertigation. In the suggested management approaches, in addition to maintaining crop production per unit area and the proper WUE, the amount of nitrate leaching under the root zone should be minimized. Also, the best growing conditions for plants should be provided in order to optimize water consumption and other parameters.
2. Materials and Methods
2.1. Study Area
The present research was carried out in the research area of the Faculty of Agriculture, Urmia University, West Azerbaijan, Iran, in an outdoor and open area, equipped with a synoptic automatic weather station. The area has the geographical coordinates of 45 degrees east, 37 degrees north, and an altitude of 1332 m above sea level. Due to cold and wet winters and hot and relatively wet summers, this area is considered to have a Mediterranean climate. The average precipitation in the area is 323 mm/year. Experiments were conducted in a natural area. The average relative humidity and temperature of days and nights were 60% and 30%, and 27 and 18 °C, respectively.
2.2. Soil Properties
The measurements were applied to spatial pots. The pots were made from polyvinyl chloride (PVC) material (
Figure 1), and the soil in the pots was added layer by layer without compaction. Field soil was used in the pots. The bulk density of the soil was controlled at different levels of the experiments, and the texture of the soil was measured using a hydrometer method. In this method, first 300 g of soil need to be dried and then 50 cc of 5% calgon and 300 cc water should be added and mixed. The solution should be 1 L at the end. Finally, the hydrometer (density reader) was read at standard intervals to determine the clay, silt, and sand percentages. Soil bulk density, field capacity and saturation water content were calculated by direct measurement, and the residual water content in the soil was calculated using the Rosetta model. In order to determine the amount of nutrients in the soil, soil analysis was conducted and the amount of
,
, K and P were determined to be 0.98%, 0.1%, 0.00142% and 0.0457%, respectively (
Table 1).
2.3. Preparation of Media
Corn plants were planted on 21 June 2015 in 24 pots with specific dimensions (28 cm in diameter at the top edge, 24 cm in diameter at the bottom, 26 cm in depth). The experiment was carried out as a randomized complete design with three irrigation treatments and eight replications. During the experiments, 0.123 g
kg
−1 of soil was added. Each pot was evenly separated with plastic sheets into two sub-parts of equal volume, between which no water exchange occurred. Each sub-part of the pot was filled with 8.7 kg dry soil, and a 3 cm thick layer of gravel was placed in the bottom for natural drainage. In order to avoid surface evaporation and crusting of the soil surface during irrigation practices, in every sub-part, a PVC pipe with a length of 15.5 cm was used. The PVC pipes were vertically put deep into the soil to lead the irrigation water to the bottom layer of soil and to avoid surface evaporation. This helped to irrigate each part carefully (
Figure 1).
Both sub-parts of the pots were irrigated before planting to 95% field capacity water content. In each pot three seeds were planted in the middle of the two sub-parts and after the germination of the seeds, the one with better distribution was kept in the pot and the other two seeds were removed. This stage came after 14 days of planting in the pots. The cardinal temperature for the base and upper sections were 10 and 30 °C, respectively. The number of growing degree days was calculated as 207.9 °C.
2.4. Irrigation Methods
Conventional irrigation (CI): In this method, both parts of the roots were irrigated and this is shown by the CI symbol. In this method, the fertilizer was applied only to the root part, which is indicated by the CF symbol and other parts of the roots where fertilizer was not applied are indicated by the CF* symbol (
Figure 1).
Alternate partial root-zone irrigation (APRI): In this method, one part of the pot was irrigated, while the other part was irrigated during the other irrigation cycle. In this treatment, a sub-part of the pot was irrigated in the first phase, which is indicated by the Aw symbol, while the dry part of root is indicated by the Ad symbol. It should be noted that under this method, an irrigation period of 10 days was applied. For example, the Aw part was irrigated for 10 days and the Ad remained dry while Ad irrigation was applied for 10 days and the Aw part remained dry (
Figure 1).
Fixed partial root zone irrigation (FPRI): Under this method, during the growing season only one sub-part was irrigated and the other sub-part remained dry. The irrigated part is indicated by the Fw symbol while the dry part is indicated by the Fd symbol (
Figure 1).
2.5. Measuring Nitrate and Water Content
A total of 36 days after the germination of the corn seed, 0.2 g N in the form of urea fertilizer, along with 500 mL water per kg of soil were added to the soil of each sub-part of the pot. On day 42, irrigation methods were applied. In all treatments, fertilization was the same. The study duration and measurement of indicators were related to the period of 40 days. The trial time from planting to harvest time was 82 days. During this time, water content was kept between 65% and 95% of field capacity. Irrigation was applied when the soil water content was determined to be in the lower limits. Irrigation was applied for all treatments at a specified time and soil water content was measured by TDR. A WET (Water content, Electric conductivity, Temperature) sensor (delta T) was used, and the sensor was installed at a depth of 15 cm into the soil. Irrigation water was calculated and applied for each treatment due to differences in moisture content up to 95% of field capacity. Finally, the amount of consumed water was recorded for each procedure daily and on the basis of volume.
Under all the management methods, three pots were randomly selected after periods of 42, 52, 62, 72, and 82 days and the corn was completely tested. The root and shoot of each plant sample were separated and the dry weight, wet weight, and nitrate content of each of the plant components were measured. Additionally, the leaf area index and residual nitrate in the soil were calculated. Plant tissues were dried at a constant temperature of 70 °C. Lastly, the dry weight of different parts of the samples was recorded [
13] and the nitrogen concentration of the dried samples was measured for treatment. The amount of nitrate in the soil and plant was measured using the Kjeldahl method [
17], and then the leaf area index was calculated by scanning the leaf area and also using the FLAECHE software (Version 1.0.2, Canon, Tokyo, Japan). The leaves were gathered from different treatments and were scanned by a Canon scanner, and the images were analyzed by the software [
18].
2.6. Statistical Analysis
Treatment means were compared for significant differences (P0.05 level) using Duncan’s multiple range test. SPSS software (V22.0, IBM: Armonk, NY, USA) was used for this purpose.
4. Conclusions
In order to optimize the amount of water and fertilizer consumption and to study WUE in pot cultivation, the three different management methods of CI, FPRI and APRI were compared. Increased water uptake from each layer under PRI caused less water transfer to the lower layers and, therefore, reduced nitrate leaching potential. This irrigation method can be considered as a compromise between the DI and CI methods; this type of irrigation attempts to improve the amount of water and fertilizer consumption, as well as yield production. According to the results of the study, the APRI method can be considered the best method of irrigation management. In this management method, the product was at a desirable level in terms of WUE, N use efficiency, N leaching, yield production, and other measured parameters. As mentioned previously, the dry/wet cycles of soils under PRD can create soil organic N, thereby increasing the amount of mineral N available to the plants [
16,
22].
Based on the results of the research, new models can be applied to plant irrigation, and the plants can be monitored on different occasions during irrigation. The results can be analyzed to consider the best design. Having done this, soil and water management can be carried out without yield reduction. This can help achieve more efficient use of water and fertilizer in farming and help protect the environment. The use of PRI in irrigation causes a reduction in water use, enhancing both the quality and quantity of the yield by creating appropriate conditions of wetness and ventilation in the roots.
In summary, this study found that PRD irrigation enhanced root growth and stimulated soil organic N mineralization, and both might have contributed to the increased leaf N accumulation in maize plants. Accordingly, the irrigation technique might be promising for improving crop N nutrition in low-input organic farming systems where delayed mineralization of N from the organic fertilizers often limits crop yield. Thus, application of PRD irrigation in organically grown crops might increase soil mineral N availability, hence facilitating crop N uptake so that improved WUE and nitrogen use efficiency may be achieved simultaneously. This could result in an increased mineralization rate of soil organic N, provided that the appropriate conditions for PRD are created. The cycle of drying and wetting of soil under PRI could cause the “Birch effect”, simulating the mineralization of soil organic N and thereby increasing the mineral N available to the plant [
8,
9,
25,
26].
This study indicated that partial root-zone irrigation reduced a possible N luxury uptake and increased N use efficiency. This was because reduced N supply and absorption from the dry zones of PRI might result in N stress in this zone, and thus induce plant adaptation to the nutrient stress [
27,
28]. However, the detailed mechanism involved requires further investigation.
In this experiment, completely controlled irrigation in separate parts of the root was carried out. Conducting measurements in bigger pots, in farm conditions, and comparing the results with the results of this experiment is suggested for future studies.