Dynamically managing soil phosphorus could halve phosphorus losses from cropland in lake basins

IF 6.4 1区 农林科学 Q1 AGRICULTURE, MULTIDISCIPLINARY Agriculture, Ecosystems & Environment Pub Date : 2025-02-09 DOI:10.1016/j.agee.2025.109532
Pengqi Liu , Qingwen Shi , Zhuo Chen , Mingyang Wang , Feiyu Ying , Xiaowen Gu , Yuxiao Wu , Zhi Yao , Wen-Feng Cong , Zhengxiong Zhao , Hao Ying
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Abstract

Excessive fertilization leads to the accumulation of phosphorus (P) in the soil, potentially leading to P pollution in water bodies. A key challenge is to provide long-term solutions for sustainable P management to meet environmentally safe levels, meanwhile maintaining high crop yields. Here, we developed a dynamic P management (DPM) strategy that utilizes a P cycling model integrated with machine learning to manage the long-term soil P status and reduce P losses from soil and fertilizers within the safe threshold. We used the Erhai Lake Basin as an example witnessed a substantial increase in P balance, from 20.8 kg ha−1 to 43.6 kg ha−1, with an increase in soil available P by 51 % and total P losses by 63 % between 2010 and 2020. We then estimated the soil P threshold as 34.0 mg kg−1 and 18.9 mg kg−1 on average for the water environmental and agronomic thresholds, respectively. Currently, 90 % of the townships exceed these soil P thresholds. Employing a DPM strategy could achieve an optimal steady-state level of soil P in the basin within 44 years, balancing agronomic and environmental needs and reducing P application and losses by 60 % and 56 %, respectively. This study provides long-term solutions for sustainable P management in lake basins.
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动态管理土壤磷可以使湖盆农田磷损失减半
过量施肥导致土壤中磷的积累,可能导致水体磷污染。一个关键的挑战是为可持续磷肥管理提供长期解决方案,以满足环境安全水平,同时保持作物高产。在这里,我们开发了一种动态磷管理(DPM)策略,该策略利用P循环模型与机器学习相结合来管理土壤P的长期状态,并在安全阈值内减少土壤和肥料的P损失。以洱海流域为例,2010年至2020年,土壤有效磷增加了51 %,总磷损失增加了63 %,土壤磷平衡从20.8 kg ha−1大幅增加到43.6 kg ha−1。水环境阈值为34.0 mg kg−1,农艺阈值为18.9 mg kg−1。目前,90% %的乡镇超过了土壤磷阈值。采用DPM策略可以在44年内实现流域土壤磷的最佳稳态水平,平衡农艺和环境需求,分别减少60% %和56% %的施磷量和损失。本研究为湖泊流域磷的可持续管理提供了长期解决方案。
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来源期刊
Agriculture, Ecosystems & Environment
Agriculture, Ecosystems & Environment 环境科学-环境科学
CiteScore
11.70
自引率
9.10%
发文量
392
审稿时长
26 days
期刊介绍: Agriculture, Ecosystems and Environment publishes scientific articles dealing with the interface between agroecosystems and the natural environment, specifically how agriculture influences the environment and how changes in that environment impact agroecosystems. Preference is given to papers from experimental and observational research at the field, system or landscape level, from studies that enhance our understanding of processes using data-based biophysical modelling, and papers that bridge scientific disciplines and integrate knowledge. All papers should be placed in an international or wide comparative context.
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