4.1 Respond of soil total nitrogen
Nitrogen is an essential element for plant growth and a constituent of many organic compounds (Zhu et al., 2021). Plants rely greatly on available N stock in the root zone. Despite comparatively substantial soil N stores, soil N supply for crop productivity is quite low in warm and humid locations. Furthermore, plant uptake may decrease soil N stocks, which can be compensated for by N fertilizer (Nendel et al., 2019; Losacco et al., 2021).Soil TN is the sum of various forms of nitrogen in soil, including organic nitrogen and inorganic nitrogen, which is an important index to measure soil fertility (Qin et al., 2022). The results of this study showed that, with the increase of nitrogen rates, the content of soil TN also increased, but the soil TN of N250 and N300 treatment were no significant difference (P > 0.05; Fig. 2). This might be due to the nitrogen application can promote plant growth and significantly increase the biomass of aboveground and underground parts (Xu and Takahashi, 2020). However, when nitrogen rates increase to a certain extent, nitrogen fertilizer will be lost through volatilization, leaching, runoff and other forms, resulting in no significant increase with nitrogen rates (Abbaraju et al., 2022). Due to heavy fertilization and high soil inorganic N content, N runoff loss, which accounted for 88.3–90.7% of dissolved inorganic N from the surface, was mostly caused (Li et al., 2021; Liu et al., 2021b). Our research showed that under the same water conditions, the soil TN content of rainfed were higher than that of irrigated conditions. Suitable water and fertilization management strategies improve soil properties and govern the structure of the microbial population, encourage N uptake by crop metabolism and reduce runoff. (Qi et al., 2020; Ye et al., 2021). The findings of this study showed that soil TN contents increased and positively correlated with high N fertilization compared to low N treatment. This is likely because low N fertilization rates were insufficient to meet the plant growth's need for N, which in turn depleted the soil's initial stock of N and resulted in a decrease in soil N content.
4.2 Soil total nitrate nitrogen and ammonia nitrogen change
Although most nitrogen in soil is in the form of organic matter, plants prefer to absorb inorganic nitrogen (NO3−-N and NH4+-N) more readily than organic nitrogen. Soil must undergo constant nitrification in order to change organic nitrogen into inorganic form. According to Liu et al. (2019) nitrification in soil is most active when the soil's water content is between 50 and 60 percent of its maximum field capacity, and it can be somewhat impeded by excessively high or low soil moisture levels. In addition to hindering nitrification, excess water and fertilizer also significantly increase the amount of NO3−-N leaching and groundwater pollution. In the two-year study, the content of NH4+-N was higher than that of NO3−-N, which may be due to the fact that nitrate ions mainly exist in soils with high moisture content (Fig. 3) (Muhammad et al., 2022). It may also be because soil water content affects soil redox reaction, ventilation status and soil microbial growth and development (Furtak et al., 2022). When the soil moisture content is high, the soil microorganisms are not active, which increases the NH4+-N content (Liu et al., 2021a). Furthermore, Nitrate ion is extremely soluble in water and moves with it, and it is not easily adsorbed by soil colloids as an anionic oxidized nitrogen, which will leach into deeper soil layers, while soil NH4+-N is the opposite of NO3−-N (Gurmesa et al., 2022). In this study, the soil inorganic nitrogen increased with the increasing of nitrogen rates, but with the increased of nitrogen rates, the improvement effect of soil inorganic nitrogen was getting smaller and smaller, and there was no significant difference between N250 and N300 (P > 0.05). Nitrogen concentration will directly affect the concentration of soil inorganic nitrogen, and nitrogen application can significantly increase the content of soil inorganic nitrogen (Chang et al., 2023). Excessive nitrogen application will be leached to the deep soil by rainfall and other ways because the plants cannot be absorbed completely, resulting in nitrogen loss and environmental pollution (Meng et al., 2021).
4.3 Respond of soil organic matter
SOM is an important part of soil and one of the important sources of nutrients for plants (Kafesu et al., 2018). Appropriate irrigated conditions can promote the mineralization rate of soil carbon and nitrogen, thus increasing the content of SOM (Chen et al., 2019). In this experiment, the SOM under rainfed was lower than that of irrigated, which was consistent with this conclusion. It may be due to the strong hydrophilicity of SOM under irrigated conditions, the condensation degree of lignin in the soil surface layer is lower than that of rainfed, and the degree of microbial degradation is reduced, which is conducive to the accumulation of stable carbon and the increase of organic matter content (Sánchez–González et al., 2017). In this experiment, with the increase of nitrogen rates, the content of SOM increased (Fig. 5). This may be due to the increase of nitrogen rates, promoting the increase of crop biomass and stubble, thus promoting the increase of SOM content (López-Bellido et al., 2010). It may also be because the important stable source of SOM pool is soil microbial residues. Increasing the nitrogen rates also increases the contribution of bacterial residual carbon to soil organic carbon and soil total nitrogen (Hu et al., 2023).
4.4 Microbial biomass carbon
MBC is the most active part of SOM and a key factor affecting soil fertility (Campbell et al., 2022). The amount of MBC can be impacted by cultivation practices and climatic circumstances (Ma et al., 2020). The results of this experiment showed that there was a significantly positive correlation between the MBC and yield was found (Fig. 9). When 250 kg ha− 1 of nitrogen was applied, the MBC peaked, and the presence of water had impact on the MBC. Under irrigated conditions, the soil water is relatively sufficient, which can avoid the persecution of soil microorganisms during stage drought and is conducive to the increase of MBC. The current study revealed that under nitrogen application treatment MBC was significantly higher, comparatively to without N application treatment.It may be because the appropriate soil nitrogen rates promote the utilization of carbon by microorganisms in the soil. On the contrary, the metabolism and life activity of microorganisms will be inhibited (Liu et al., 2019).
4.5 Dry matter accumulation
The material basis of maize yield is the accumulation of dry matter, and increasing the accumulation of dry matter and its transfer to the grain is the fundamental way to obtain high yield (Wang et al., 2020). Wan et al. (2022) showed that water and nitrogen are the main factors that limit the accumulation of dry matter. This study showed that irrigation and nitrogen application can significantly promote dry matter accumulation. Dry matter accumulation of N250 and N300 after anthesis was significantly higher than that of other treatments (P < 0.05), and there was no significant difference (P > 0.05) between them. Perhaps the excessive application of nitrogen led to a high nutrient growth of the plants in the early stage, resulting the leaves are highly assimilative, but the plant has insufficient storage capacity. So, the accumulation of dry matter in the ear no longer significantly increasing with the increase of nitrogen application. Additionally, boosting N fertilization to a specific range can make it easier for dry matter to be transported to the grains. This may be the result of fertilizing with high N rates after the flowering stage (Yu et al., 2021).
4.6 Yield, yield components and NUE
The control of water-N consumption efficiency is a factor of plant growth and development, resulting in high yield (Yue et al., 2021), which are highly interconnected. The selection of an appropriate water management benefits crop output, and boosts N use efficiency. According to the findings of Lu et al., (Lu et al., 2021) irrigation, together with N rates, had a substantial impact on grain production, water productivity, and N fertilization efficiency in summer maize. In line with that, our study discovered that the gain yield and yield component of optimal N fertilization (N250) was no significant difference between those of high dose of N (N300) treatment under supplementary irrigation. Implying that excessive N inputs did not result in significant grain yield increases but rather increased N fertilization expenditure. According to Li et al. (2017), the Yellow River Basin's cotton production can reap significant ecological and financial rewards from using the right amount of N fertilizer during the sowing and flowering stages.
Supplemental irrigation is one of the most successful water management methods for increasing agricultural output and reducing water-N use (Brar and Vashist, 2020; Liu et al., 2022a). In this study, we discovered that N250 fertilization significantly increased N uptake and utilization under supplementary irrigation versus rainfed conditions (Table 1). This could be due to supplementary irrigation promoting N transport in soil, which increases N availability to plants, resulting in increased NUE. However, excessive N fertilization (N300) promoted robust maize growth and prolonged the vegetative growth duration, which disrupted the reproductive growth duration, decreased grain filling time, and did not boost NUE. (Hammad et al., 2017; Kassie and Fanataye, 2019). In this study we found N250 combined with supplimentry irrigation has maximum yield NUE and net benefits.
4.7 Correlation analysis between soil and yield
Soil moisture and nutrients play a crucial role in the growth and production of maize. Irrigation can supplement soil moisture, enhancing water absorption by maize and mitigating yield reduction caused by intermittent water scarcity (Fang and Su, 2019). Additionally, nitrogen application can boost soil nutrient content, improve the soil environment, meet the nutrient requirements during crop growth, and promote crop growth and development (Zhao et al., 2019). Maize gain yield exhibited significant correlations with TN, NH4+-N, NO3−-N, SOC, MBC, dry matter accumulation (Fig. 9) Wang et al. (2021) demonstrated that water-nitrogen interaction stimulates the uptake of soil carbon and nitrogen by plants, thereby facilitating dry matter accumulation in maize and ultimately increasing grain yield. In this study, the soil nutrients, plant dry matter accumulation, grain yield, and nitrogen use efficiency were superior under water-nitrogen interaction compared to rainfed conditions and N0 treatment, resulting in higher yields under water-nitrogen interaction than under rainfed conditions with nitrogen treatment (P < 0.05).