College of Grassland, Resources and Environment, Inner Mongolia Agricultural University Hohhot, 010011, China; Inner Mongolia Key Laboratory of Soil Quality and Nutrient Resources, Key Laboratory of Agricultural Ecological Security and Green Development at Universities of Inner Mongolia Autonomous Hohhot, 010018, China.
Department of Plant and Soil Sciences, Oklahoma State University, Stillwater, OK, 74078, USA.
J Environ Manage. 2024 Jun;361:121270. doi: 10.1016/j.jenvman.2024.121270. Epub 2024 May 30.
Reliable nitrogen (N) fertilizer management indicators are essential for improving crop yields and minimizing environmental impacts for sustainable production. The objectives of this study were to assess the importance of major N management indicators (NMIs) for higher yield with low risks of environmental pollution in an intensive potato system under drip irrigation. Six drip-irrigated field experiments with no N application (Control), farmer practice (FP), and optimized N management (OM) based on N-balance, soil mineral N (N), and target yield were conducted from 2018 to 2020 in Inner Mongolia, China. The response of NMIs to potato yield and yield-based environment impact indices (EI) was evaluated by the random forest algorithm. The N input, N losses from N leaching, ammonia (NH) volatilization, nitrous oxide (NO) emission, N use efficiency (NUE), N surplus, and soil residual N after harvest were obtained to identify the best NMIs for high yield and minimal ecological impact. The N management practices in field experimental sites affected the importance of the order of NMIs on potato yield and EI. The NUE and N leaching were identified as the highest importance scores and the most essential controlling variables to potato yield and EI, respectively. The integrated NUE and N leaching indicator played a vital role in improving potato yield and reducing ecological impact. The OM treatment achieved 46.0%, 63.6%, and 64.6% lower in N application rate, N surplus, and reactive N loss, and 62.4% higher in NUE than the FP treatment while achieving equal potato yields, respectively. Those key NMIs can guide farmers in understanding their practice short comes to achieve both high productivity and environmental sustainability in intensive potato production systems under drip irrigation.
可靠的氮(N)肥管理指标对于提高作物产量和最大限度减少环境污染以实现可持续生产至关重要。本研究的目的是评估主要 N 管理指标(NMI)在滴灌集约化马铃薯系统中提高产量和降低环境污染风险的重要性。2018 年至 2020 年,在中国内蒙古进行了六次滴灌田间试验,分别为不施氮肥(对照)、农民习惯施肥(FP)和基于氮平衡、土壤矿质氮(N)和目标产量的优化氮管理(OM)。采用随机森林算法评估 NMIs 对马铃薯产量和基于产量的环境影响指数(EI)的响应。通过获得氮投入、氮淋失、氨(NH)挥发、氧化亚氮(NO)排放、氮利用效率(NUE)、氮盈余和收获后土壤残留氮等指标,确定高产和最小生态影响的最佳 NMI。田间试验点的 N 管理实践影响了 NMIs 对马铃薯产量和 EI 的重要性顺序。NUE 和氮淋失被确定为对马铃薯产量和 EI 最重要的分数和最基本的控制变量。综合 NUE 和氮淋失指标在提高马铃薯产量和减少生态影响方面发挥了重要作用。OM 处理与 FP 处理相比,氮肥施用量、氮盈余和活性氮损失分别降低了 46.0%、63.6%和 64.6%,NUE 提高了 62.4%,而马铃薯产量相同。这些关键的 NMI 可以指导农民了解他们的实践不足,在滴灌集约化马铃薯生产系统中实现高产和环境可持续性。