1. Introduction
Soil erosion occurs ubiquitously around the world and is a shared environmental problem, although it is more severe in parts of China, the United States, Russia, Australia, India, and Europe [
1]. China is deeply affected by soil erosion, with about 5.29 gt of soil lost or displaced annually. Human activities have accelerated soil erosion, resulting in the erosion rate being much greater than natural soil formation. This has led to problems such as cultivated field quality degradation, reduced crop yield, and ecological environment quality decline, which seriously threatens food security and ecosystem stability [
2,
3]. The water quality safety of Miyun Reservoir plays an important role in Beijing. Strengthening the protection of its water resources is vital for a safe urban and rural water supply, smooth city operation, peaceful citizens, peaceful lives and work, and the sustainable development of the economy and society. The Miyun Reservoir area terrain is undulating, and soils are thin and shallow [
4]. Furthermore, the soils have weak fertilizer and water sorption capacity, which makes them particularly prone to soil erosion and nutrient loss, as well as eutrophication of the surrounding water bodies, which poses significant ecological risks. Soil nitrogen is the most important indicator of soil nutrient levels [
5] and also the main factor causing eutrophication/pollution of water bodies [
6]. However, there have been few studies on soil nitrogen loss from slopes in the Miyun Reservoir area, especially the temporal and spatial effects of surface and subsurface runoff on soil nitrogen loss processes and mechanisms. The pathways and processes of soil nitrogen loss under different rainfall intensities and slope gradients have not been adequately addressed.
Rainfall intensity is the main influencing factor of surface erosion, and generally, the surface erosion rate is directly proportional to the intensity of rainfall [
7]. Deng et al. (2018) studied erosive weathered granite slopes and found that the proportion of total runoff that was subsurface was greater than slope surface runoff [
8]. Simultaneously, with increased rainfall intensity, slope surface runoff also increased, and the interaction between raindrop impact and runoff aggravated the erosion process. Studies have noted that rainfall intensity has the greatest impact on slope surface runoff in the Miyun Reservoir area, accounting for 21.84% of the total. Initial runoff generation time is also advanced with increased rain intensity, and the two are clearly negatively correlated [
9]. However, most researchers believe that the greater the slope gradient, the greater the runoff [
10]. Tan et al. found that when the slope gradient increases, runoff velocity in the fine gullies generated by the slope accelerates, runoff erosion intensity increases, and runoff and sediment yield increases [
11]. Others have suggested that the slope rainfall-bearing capacity decreases with increased slope gradient, so factors that promote increased runoff are canceled [
12]. Additionally, it has been documented that slope surface runoff and sediment yield increase initially, then decrease, and then increase with increased slope gradient [
13].
The migration of nutrients such as nitrogen and phosphorus carried by runoff sediment during soil erosion is the key cause of water eutrophication, which is an important ecological threat in China [
14]. Soil nutrients from the slope field mainly enter the downstream water body through slope surface runoff, subsurface runoff, and erosion sediment. Deng et al. and Liu et al. found that the greater the rainfall intensity, the more nitrogen is lost in runoff [
15,
16]. Chen et al. showed that under the same rainfall intensity conditions, runoff and nitrogen loss are directly proportional to rainfall time [
17]. In simulation experiments, Wu et al. found that slope surface and subsurface runoff TN loss increased with increased rainfall intensity or slope gradient. Subsurface runoff is the main source of TN loss from slopes, and the loss ratio can reach 91.26 to 99.61%. The proportion of TN loss in slope surface runoff to total TN loss on slopes increases with increasing rain intensity [
18]. Qian et al.’s nitrogen loss study showed that in the early stage of runoff, nitrogen loss was significant and then gradually decreased and tended to be stable. Dissolved nitrogen was the main source of runoff at the beginning, and the proportion of insoluble nitrogen increased with rainfall extension [
19]. Presently, research on nutrient transport through surface runoff is relatively common, but research on nutrient transport through subsurface runoff is relatively rare.
Therefore, this study selected the slope of Miyun Reservoir as the research object; using artificial rainfall simulation, we explored runoff and nitrogen loss characteristics under different rainfall intensities and slope gradients and analyzed the contribution of surface and subsurface runoff to soil nitrogen loss, clarified the impact mechanism of rainfall intensity and slope on runoff nitrogen loss. To provide some reference for the prevention and reduction of agricultural non-point source pollution and water eutrophication on the slope of Miyun Reservoir.
4. Discussion
The main factors influencing soil erosion on the slopes of Miyun Reservoir are rainfall intensity and slope gradient. As rainfall intensity increased from light (40 mm/h) to moderate (60 mm/h) to extreme (80 mm/h), both surface and subsurface runoff increased. Compared with a rainfall intensity of 40 mm/h at a slope of 15°, the average surface runoff rate at 60 mm/h and 80 mm/h increased 2.38 and 3.60 times, respectively. This may be because during runoff, rainfall kinetic energy acts on the soil surface. The intensity of rainfall determines the runoff magnitude [
26]. Therefore, the soil erosion rate increases with the increase in rainfall intensity [
27]. The main form of runoff generation was surface runoff, with a proportion of surface runoff in total runoff of 75.77 to 96.16%.
Rainfall intensity remains unchanged; the surface runoff rate increased with increasing slope gradient, in the order 5 > 15 > 10°, and tended to initially rise and then decrease, indicating that there was a critical slope between 5 and 10°. This may be due to a decreasing slope gradient significantly increasing the time to reach the maximum surface runoff rate while reducing the surface runoff. When the slope gradient increases, part of the water is more permeable and flows down the slope by gravity. Consequently, surface runoff also increases with increasing slope gradient, while subsurface runoff decreases. Compared to slopes with high gradients, those with lower slope gradients better inhibit soil particle loss with runoff during rainfall [
28]. Slope gradient is also the main influencing factor of soil erosion. As the slope increases, surface runoff increases, infiltration rate decreases, and surface erosion increases [
29]. In this study, surface, subsurface, and mixed runoff modulus increased with slope gradient. However, the subsurface runoff, subsurface runoff rate, and subsurface runoff modulus decrease with increasing slope gradient. Low slope gradients better inhibit the downward loss of soil particles from runoff during rainfall [
30]. Compared with single influencing factors, comprehensive interactions between rainfall intensity and slope gradient had a more obvious impact on the slope surface runoff mode. Furthermore, the need to comprehensively understand the interactions between influencing factors in the slope erosion process was demonstrated.
The main influencing factors of soil nitrogen loss are rainfall and runoff. In this study, runoff TN concentration fluctuated at the beginning of surface runoff and began to stabilize after 60 min. For example, on a 5° slope, the average TN loss in surface runoff under rainfall intensity of 80 mm/h was 1.28 times that of 60 mm/h, and in subsurface runoff was 1.03 times that of 60 mm/h rainfall. Therefore, rainfall intensity had a significant effect on soil nitrogen loss. On a 5° slope, below subsurface TN loss under 80 mm/h and 60 mm/h rainfall conditions was 1.53 and 1.92 times greater than on the surface. Therefore, subsurface runoff loss was greater than surface runoff loss, potentially making pollution of groundwater sources more serious, especially in areas with shallow soils and those with underground pores and fissures. Moreover, northern soils and those in rocky mountainous areas are looser, and their water is more prone to infiltration, which washes away the soil nitrogen. Therefore, in such areas, subsurface runoff often plays a decisive role in nitrogen loss. In practical application, the occurrence of subsurface runoff should be prevented or reduced, for example, by fertilizing to increase soil water-holding capacity. The nitrogen loss in karst areas of South China is mainly carried by groundwater runoff, and this experiment is consistent with this situation [
31]. Gao et al. showed that the surface TN loss rate was greater when the rainfall intensity was ≥50 mm/h and was the main cause of TN loss [
32].
Our results show that slope gradient and rainfall intensity can promote runoff, with rainfall intensity having the greatest impact on surface runoff, contributing 99.6%. The slope gradient contributed the most to total nitrogen loss from surface runoff, at 66.8%. The interaction between rainfall intensity and slope gradient contributed the most to total nitrogen loss in the subsurface runoff, at 44.1%. As rainfall intensity increases, raindrop erosion capacity increases, and soil particle dispersion increases. Increased rainfall intensity will increase runoff erosive forces and sediment-carrying capacity [
33]. The slope gradient increases the slope rain-bearing area, which leads to increased runoff and flow velocity, and then water flow erosion capacity increases, which promotes slope surface erosion in the gullies. Compared with Li et al., who qualitatively studied the interaction between rainfall intensity, slope gradient, and slope length, we considered the quantitative contribution of rainfall intensity, slope gradient, and the interaction of various factors to runoff and sediment production [
34]. Our approach may better reflect the relationship between the comprehensive effects of influencing factors and slope surface runoff and nitrogen loss.
The slope gradient in the Miyun reservoir area has an important impact on nitrogen loss, especially on steep slopes, which could be slowed down by reducing the slope gradient. However, we did not consider the underground migration of nutrients. Although the loss of underground nitrogen is higher than on the surface, due to its special geographical location, it is difficult to control the loss of underground nitrogen. Therefore, preventing and controlling groundwater pollution is of great significance for controlling non-point source pollution. Additionally, agricultural fertilizer use could be reduced [
35], or alternatively, increasing vegetation cover would reduce nutrient loss on the slope surface [
36]. This may help to mitigate the effects of rainfall on nitrogen and underground seepage in cultivated soils, thereby increasing yields and preventing pollution.
Although the effects of rainfall intensity and slope gradient on slope erosion in the Miyun Reservoir area were analyzed and a critical slope gradient determined, slope length was not considered. In the future, slope length characteristics will be added, and runoff and nutrient loss at critical slope lengths will be discussed. We only considered the contributions of rainfall intensity and slope gradient to erosion, but the contribution of one factor depended on changes in others, and these interactions need to be more fully addressed.