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Unraveling mechanistic insights into soil nitrogen transformation processes for improving NUE in paddy rice systems 揭示提高水稻系统氮素利用效率的土壤氮素转化过程的机理
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-09 DOI: 10.1016/j.still.2026.107104
Shending Chen , Ahmed S. Elrys , Qiaodong Chi , Wenyan Yang , Lei Meng , Zucong Cai , Jinbo Zhang , Baojing Gu , Christoph Müller
Rice generally exhibits lower nitrogen use efficiency (NUE) than other crops, yet the nitrogen (N) process-level mechanisms underlying regional variation remain unclear. Here, we conducted a multi-scale investigation combining laboratory soil incubations, pot experiments with 15N tracings, and field trials across 50 soil samples from China’s rice fields. We quantified soil N transformation rates, evaluated pot-based NUE, and tested N management strategies in two paddy sites with contrasting soils. Results revealed substantial regional differences in gross N transformations, including mineralization, nitrification, and ammonium immobilization, with northern soils exhibiting longer mean retention times of ammonium (average 19.5 days) than southern soils (average 5.4 days). Ammonium retention time was more closely associated with NUE than temperature, precipitation, or nitrification rates. Field trials confirmed that ammonium-stabilizing treatments, particularly combined nitrification and urease inhibitors, improved both yield and NUE in alkaline soils. These findings provide a mechanistic basis for region-specific N management to enhance rice productivity while reducing environmental losses.
水稻氮素利用效率(NUE)普遍低于其他作物,但区域差异背后的氮素过程水平机制尚不清楚。在这里,我们进行了多尺度的调查,结合实验室土壤培养、盆栽15N示踪和田间试验,从中国稻田的50个土壤样品。我们量化了土壤氮素转化率,评估了基于盆栽的氮素利用效率,并在两个不同土壤的水稻基地测试了氮素管理策略。结果显示,总氮转化(包括矿化、硝化和铵固定化)存在显著的区域差异,北方土壤铵的平均滞留时间(平均19.5天)比南方土壤(平均5.4天)更长。与温度、降水或硝化速率相比,铵态氮滞留时间与氮肥利用率的关系更为密切。田间试验证实,氨稳定处理,特别是联合硝化和脲酶抑制剂,提高了碱性土壤的产量和氮肥利用效率。这些发现为区域氮管理提供了机制基础,以提高水稻生产力,同时减少环境损失。
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引用次数: 0
Electron transfer coupling with biogenic elements conversion in farmland soil: A review 农田土壤中电子传递耦合与生物源元素转化研究进展
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-09 DOI: 10.1016/j.still.2026.107112
Sihan Zhao , Guang Yang , Yuewei Yang , Xin Yu , Jialu Sun , Xiaolin Zhang , Pinpin Yang , Xiaodong Zhao , Xiaojing Li
Farmland soil is a complex system involving the conversion of multiple biogenic elements, which plays a key role in maintaining soil ecological balance. Extracellular electron transfer (EET) is an essential driving force for material circulation and energy exchange. Thus, it affects the biogeochemical processes and cycles of soil elements, including mineral formation and evolution, nutrient cycling and even the removal of pollutants and the improvement of cultivated land quality. This review summarizes the progress of research on electron transfer in farmland soil. It provides an overview of electroactive microorganisms, electron transfer modes, and their coupled conversion with carbon, nitrogen, sulfur, and iron elements. Afterwards, future research directions are expected, including an in-depth exploration of electron transfer mechanisms, optimization of electron transfer pathways, and improvement of biogenic element conversion. This review puts forward a new way to regulate the biotransformation of elements and provides support for improving the fertility of farmland soil and promoting the sustainable development of agriculture.
农田土壤是一个涉及多种生物源元素转化的复杂系统,对维持土壤生态平衡起着关键作用。细胞外电子传递(EET)是物质循环和能量交换的重要驱动力。因此,它影响土壤元素的生物地球化学过程和循环,包括矿物的形成和演化,养分的循环,甚至污染物的去除和耕地质量的提高。本文综述了农田土壤中电子转移的研究进展。它提供了电活性微生物的概述,电子传递模式,以及它们与碳,氮,硫和铁元素的耦合转换。随后,展望了未来的研究方向,包括深入探索电子传递机制,优化电子传递途径,提高生物源元素转化。为调控农田土壤中元素的生物转化提供了新的途径,为提高农田土壤肥力,促进农业可持续发展提供了支持。
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引用次数: 0
Within-field variation in root-to-shoot ratios and root traits in spring barley: Implications for estimating carbon inputs 春大麦根冠比和根系性状的田内变化:对估算碳输入的影响
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-07 DOI: 10.1016/j.still.2026.107103
Miyanda Chilipamushi , Claudia von Brömssen , Tino Colombi , Thomas Kätterer , Mats Larsbo
Roots are a major pathway for carbon (C) input into agricultural soils, yet field-scale measurements of belowground C inputs and associated root traits remain limited. Consequently, many soil carbon models rely on fixed root-to-shoot ratios, and root trait variability is rarely considered. In this study, we quantified within-field variation in root-to-shoot ratios and root traits (root diameter, root length density and root tissue density) in spring barley (Hordeum vulgare L.) grown in southwestern Sweden in soil classified as Stagnic Eutric Cambisol, Eutric Stagnosol or Haplic Phaeozem according to the World Reference Base system. Roots (0–40 cm) and shoots were sampled during early to mid-reproductive stage, i.e. milking/early dough development stage, in a 50 × 50 cm grid at 11 sampling locations in the same field in two consecutive years. Shoot and root biomass were not correlated, resulting in variable root-to-shoot ratios (quartile coefficients of variation 7–18 %) and no consistent spatial pattern between years. Root traits displayed clear between year and depth variation, with coarser roots in the topsoil and root tissue densities and root length densities shifting across the profile, reflecting the highly plastic nature of root systems. The spatial variation in root properties in the field could not be explained by basic soil properties. Our findings call for a more mechanistic understanding of the drivers for root-to-shoot ratios and the plastic response of root traits to improve field-scale estimates of root-derived C inputs and SOC modelling accuracy.
根系是碳(C)输入农业土壤的主要途径,但对地下碳输入和相关根系性状的田间测量仍然有限。因此,许多土壤碳模型依赖于固定的根冠比,而根系性状变异很少被考虑。本研究以瑞典西南部生长的春大麦(Hordeum vulgare L.)为研究对象,在世界参考基准系统中被划分为Stagnic Eutric Cambisol、Eutric Stagnosol和Haplic Phaeozem土壤中,对其根冠比和根系性状(根直径、根长密度和根组织密度)的田间变化进行了定量分析。根(0-40 cm)和芽在生育期早期至中期(即挤奶/面团发育早期)连续两年在同一块地的11个采样点取样,网格为50 × 50 cm。地上部生物量与根系生物量不相关,导致地上部比变化较大(四分位数变异系数为7 ~ 18 %),且年份间空间格局不一致。根系性状表现出明显的年、深差异,表层土壤根系粗化,根系组织密度和根长密度在剖面上发生变化,反映了根系的高度可塑性。田间根系性状的空间变异不能用土壤基本性状来解释。我们的研究结果要求对根冠比的驱动因素和根系性状的塑性响应进行更机械的理解,以提高根源碳输入的田间估计和土壤有机碳模型的准确性。
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引用次数: 0
Trade-offs between root exudation and root traits induced by coexisting species under a grazing gradient can mobilize available nitrogen to promote grassland productivity 在放牧梯度下,共存物种诱导的根系分泌与根系性状之间的权衡可以调动有效氮,促进草地生产力的提高
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-07 DOI: 10.1016/j.still.2026.107108
Guisen Yang, Jirui Gong, Shangpeng Zhang, Ruijing Wang, Tong Wang, Yaohong Yu, Qin Xie
Root exudates mobilize soil nutrients and create an important pathway for plants to obtain resources. Understanding nutrient-acquisition strategies based on root exudation by coexisting grassland species is crucial for vegetation regrowth and productivity after grazing. We analyzed the nutrient-acquisition strategies and productivity maintenance mechanisms of Leymus chinensis, Stipa grandis and Cleistogenes squarrosa over two consecutive years in a long-term grazing experimental plot in a typical grassland in Inner Mongolia. Grazing significantly promoted the root exudation rates of carbon (C), nitrogen (N), and organic acids. Grazing increased the maximum quantum efficiency of photosystem II, root salicylic acid, and total soluble sugars (TSS), which increased root exudation by improving competitive traits such as root nitrogen (RN) and specific root area (SRA), while reducing tissue-construction traits such as root tissue density (RTD). This shift led L. chinensis to adopt a competitive strategy. Stipa grandis exhibited a higher net photosynthetic rate and non-photochemical quenching, which promoted C and organic acid exudation, thereby increasing specific root length (SRL). Nitrogen exudation further increased RTD, resulting in a conservative strategy. Cleistogenes squarrosa demonstrated a higher carboxylation efficiency, electron transport rate, and TSS, which promoted N and organic acid exudation, and increased SRA and RTD, whereas C exudation increased RN, forming a facultative nutrient-acquisition strategy. These processes mobilized rhizosphere soil nutrients, especially ammonium nitrogen (NH4+-N), and thereby improved aboveground productivity. Our results highlight the importance of plant metabolite in regulating changes in root exudation rates. Furthermore, the trade-offs between plant root exudation and root morphology determined the strategy of belowground resource acquisition, and the mobilization of soil nitrogen and other nutrients. Our results have important theoretical and practical implications for understanding the coexistence of grassland species under grazing pressure and for developing restoration strategies for degraded grasslands.
根系分泌物调动土壤养分,是植物获取资源的重要途径。了解基于根系分泌物的共生草地物种的养分获取策略对放牧后植被的再生和生产力至关重要。在内蒙古某典型草地长期放牧试验地,连续2年对羊草、大针茅和粗锁蒜草的养分获取策略和生产力维持机制进行了研究。放牧显著提高了根系碳(C)、氮(N)和有机酸的分泌速率。放牧提高了光系统II、根水杨酸和总可溶性糖(TSS)的最大量子效率,通过提高根氮(RN)和比根面积(SRA)等竞争性状增加了根系分泌量,同时降低了根组织密度(RTD)等组织构建性状。这种转变导致羊草采取竞争策略。大针茅表现出较高的净光合速率和非光化学猝灭,促进了C和有机酸的分泌,从而增加了比根长。氮渗出进一步增加RTD,导致保守策略。锁丝草羧基化效率、电子传递速率和TSS较高,促进了氮和有机酸的分泌,增加了SRA和RTD,而C的分泌增加了RN,形成兼性营养获取策略。这些过程调动了根际土壤养分,特别是铵态氮(NH4+-N),从而提高了地上生产力。我们的研究结果强调了植物代谢物在调节根渗出速率变化中的重要性。此外,植物根系分泌物和根系形态之间的权衡决定了地下资源获取策略,以及土壤氮和其他养分的动员。研究结果对了解放牧压力下草原物种的共存,制定退化草原的恢复策略具有重要的理论和实践意义。
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引用次数: 0
Functional differentiation of cover crops in the long-term no-tillage vegetable system 长期免耕蔬菜体系覆盖作物的功能分化
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-05 DOI: 10.1016/j.still.2026.107102
Lucas Raimundo Rauber , Leonardo Khaoê Giovanetti , Carolina Oliveira De Alcântara , Pedro de Mello Holme , Cledimar Rogério Lourenzi , Claudinei Kurtz , Jucinei José Comin , Arcângelo Loss
Conservation Agriculture for vegetable production, which is designated as No-Tillage Vegetable System (NTVS) in southern Brazil, sustainably improves food production through the strategic arrangement of cover crops (CCs) in crop rotation. However, the functional differentiation of CCs arrangements needs further understanding in NTVS. This study investigated the functional differentiation of CCs combinations in an NTVS in southern Brazil. The experiment was conducted on a Humic Dystrudept soil in southern Brazil. Treatments included: T1 — fallow in fall/winter (weeds, mainly Galinsoga parviflora) followed by onion (Allium cepa L.) and then corn (Zea mays) (F/Oni/C); T2 — turnip forage (Raphanus sativus L.) in fall/winter followed by onion and then millet (Pennisetum glaucum) (T/Oni/M); T3 — mix of oats (Avena strigosa) and turnip forage in fall/winter, followed by onion and then beans (Phaseolus vulgaris) (O+T/Oni/B); and T4 — oats in fall/winter followed by onion and then soybean (Glycine max) (O/Oni/S). From 2024–2025, after 16 years of long-term experiment that has been carrying out, the following traits were evaluated: soil penetration resistance (PR) (0–50 cm); aggregate stability (0–10 cm); water infiltration into the soil (using concentric double ring); carbon (C) and nitrogen (N) contents (0–10 cm); β-glucosidase enzyme activity and glomalin fractions (0–10 cm); qualitative indices of soil structure and health; and biomass production by CCs. The onion yield data from 2019 to 2024 was also added to the database. The system with the greatest diversity of CCs (O+T/Oni/B) showed the highest water infiltration. The T/Oni/M treatment promoted greater enzymatic activity and lower PR (0–15 cm). Treatments with summer grasses (T/Oni/M; F/Oni/C) resulted in higher biomass production and improved qualitative indexes of soil health, while those with summer legumes (O+T/Oni/B; O/Oni/S) increased onion yield. Aggregate stability, C and N content, and glomalin levels in the soil were high across treatments but had no significant differences. In conclusion, each CC system provides specific benefits to the soil. These findings demonstrate the high degree of functional differentiation of CCs in organic NTVS, allowing management to be tailored to goals (e.g., biomass production, biological activity, water infiltration, or crop yield). The diversity of species, the quantity and type of biomass, and seasonality influence the physical and biological properties of the soil and the functional differentiation between CCs in a long-term organic NTVS. Qualitative indicators of soil health complement quantitative indicators and broaden the functional differentiation of CC arrangements, guiding the regenerative management of soil health.
蔬菜生产的保护性农业,在巴西南部被指定为免耕蔬菜系统(NTVS),通过在作物轮作中战略性地安排覆盖作物(CCs),可持续地提高粮食生产。然而,在ntv中,CCs安排的功能分化需要进一步了解。本研究调查了巴西南部NTVS中CCs组合的功能分化。该试验是在巴西南部腐殖质破坏土壤上进行的。处理包括:T1 -秋冬休耕(杂草,主要是小花椒),其次是洋葱(Allium cepa L.)和玉米(Zea mays) (F/Oni/C);T2 -秋/冬季萝卜饲料(Raphanus sativus L.),其次是洋葱,最后是谷子(Pennisetum glaucum) (T/Oni/M);T3 -秋/冬季燕麦(Avena strigosa)和萝卜混合,然后是洋葱,然后是豆类(Phaseolus vulgaris) (O+T/Oni/B);秋冬季节T4 -燕麦次之,洋葱次之,大豆次之(甘氨酸max) (O/Oni/S)。从2024年到2025年,经过16年的长期试验,评估了以下性状:土壤抗渗透能力(PR)(0-50 cm);总体稳定性(0-10 cm);水渗入土壤(采用同心圆双环);碳(C)和氮(N)含量(0-10 cm);β-葡萄糖苷酶活性和球球蛋白含量(0-10 cm);土壤结构与健康定性指标;和通过CCs生产生物质。2019年至2024年的洋葱产量数据也被添加到数据库中。CCs (O+T/Oni/B)多样性最大的系统,水分入渗最高。T/Oni/M处理提高了酶活性,降低了PR(0-15 cm)。夏草(T/Oni/M; F/Oni/C)处理提高了生物量产量,改善了土壤健康定性指标,而夏豆科(O+T/Oni/B; O/Oni/S)处理提高了洋葱产量。土壤团聚体稳定性、C、N含量和球囊素水平在不同处理间均较高,但差异不显著。总之,每个CC系统对土壤都有特定的好处。这些发现表明,有机ntv中的CCs具有高度的功能分化,可以根据目标(如生物量生产、生物活性、水分渗透或作物产量)进行管理。物种多样性、生物量的数量和类型以及季节性影响着长期有机NTVS土壤的物理和生物特性以及cc之间的功能分化。土壤健康的定性指标是对定量指标的补充,拓宽了CC安排的功能分化,指导土壤健康的再生管理。
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引用次数: 0
Microplastics in terraced topsoil under diverse land uses on the Chinese Loess Plateau 黄土高原不同土地利用方式下梯田表土中的微塑料
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-04 DOI: 10.1016/j.still.2026.107097
Nannan Yue , Zhongbao Xin
Microplastics (MPs) have emerged as widespread and persistent pollutants in terrestrial ecosystems, yet their distribution and influencing factors in terraced landscapes remain underexplored. Large-scale soil and water conservation projects have been established in the hilly regions of the Loess Plateau, China. However, limited research has addressed how different terraced land use types influence the occurrence and characteristics of soil MPs in this erosion-prone area. The objective of this study was to investigate differences in MPs abundance, color, shape, polymer composition, and vertical distribution among terraced farmland, terraced forestland, terraced orchard, and abandoned cropland in the Qiaozigou watershed. The spatial distribution of MPs within the watershed was examined to assess the effects of land use and soil and water conservation measures on MPs. The results indicated that MPs abundance was high in the terraced watersheds. The MPs abundance in the surface soil (0–10 cm) of terraced farmland was 1300 ± 108.78 items/kg, whereas the MPs content in abandoned cropland was significantly lower, i.e., one-third lower. However, in the reforested areas, no significant difference in MPs content was found compared with that in the terraced farmlands. With increasing soil depth, the MPs abundance in terraced farmland decreased by approximately 50 % relative to the surface layer (0–10 cm), while that in abandoned cropland decreased by about 33 %. Transparent MPs accounted for 77.81 % of all samples, and polyethylene terephthalate (PET) was found to be a prevalent MPs polymer. Densely populated areas with higher levels of human activity typically produce greater amounts of transparent fiber MPs. This study demonstrated the impact of different land use types on MPs in the Qiaozigou watershed, providing new insights into the likely sources of soil MPs under various terrace management strategies.
微塑料(MPs)已成为陆地生态系统中广泛存在的持久性污染物,但其在梯田景观中的分布和影响因素仍未得到充分研究。黄土高原丘陵区已经建立了大规模的水土保持工程。然而,关于不同梯田利用方式如何影响该侵蚀易发区土壤MPs的发生和特征的研究有限。摘要本研究旨在探讨桥子沟流域梯田、梯田林地、梯田果园和撂撂地中MPs丰度、颜色、形态、聚合物组成和垂直分布的差异。研究了流域内MPs的空间分布,评价了土地利用和水土保持措施对MPs的影响。结果表明,梯田流域MPs丰度较高。梯田耕层(0 ~ 10 cm)土壤MPs丰度为1300 ± 108.78项/kg,而撂撂地MPs含量极低,约为1 / 3。而复林区与梯田区相比,MPs含量无显著差异。随着土壤深度的增加,梯田的MPs丰度相对于表层(0-10 cm)下降了约50% %,而撂荒地的MPs丰度相对于表层(0-10 cm)下降了约33% %。透明MPs占所有样品的77.81 %,聚对苯二甲酸乙二醇酯(PET)是常见的MPs聚合物。人口密集、人类活动水平较高的地区通常会产生更多的透明纤维MPs。本研究展示了不同土地利用类型对桥子沟流域土壤MPs的影响,为不同梯田管理策略下土壤MPs的可能来源提供了新的见解。
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引用次数: 0
Contrasting effects of partial organic substitution and its inoculation with phosphate-solubilizing bacteria on stoichiometric imbalances and phosphorus fractions accumulation after six-year application in a rice paddy 部分有机替代与磷增溶菌接种对6年后稻田化学计量失衡和磷组分积累的影响对比
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-03 DOI: 10.1016/j.still.2026.107100
Xinxin You , Wenyi Xu , Linna Du , Sheng Wang , Yan Zhou , Xiaomin Ma , Hua Qin , Junhui Chen
Organic substitution for chemical fertilizer and inoculation of phosphate-solubilizing bacteria (PSB) benefit sustainable agriculture, yet their individual or combined effects on soil stoichiometry and phosphorus (P) fractions accumulation remains poorly understood. Here, a 6-year field experiment was set up with four fertilization regimes, including no fertilizer (CK), chemical fertilizer (CF), partial organic substitution (POS) of chemical fertilizer with compost manure, and POS together with PSB inoculants (MOF). Compared with the CF, both POS and MOF increased rice yield and P uptake but had weak effects on soil total carbon (C), nitrogen (N) and P contents after six years. The MOF significantly increased dissolved organic C and decreased microbial biomass C:P ratio, resulting in an increased C:P imbalance between microorganisms and their resources compared with POS. Though both POS and MOF increased the accumulation of soil recalcitrant P fraction compared with the CK, MOF significantly decreased the accumulation of residual P and NaHCO3-Pi in comparison with the POS treatment. Solution 31P NMR spectra analysis revealed that MOF remarkably increased phosphate monoesters accumulation and their proportion compared to the CF. POS increased the relative abundances of the functional genes and enzyme activities involved in cellulose and hemicellulose degradation, while MOF increased those of organic P mineralization. Partial least squares path modeling suggested that changes in C:P imbalance play a key role in affecting P accumulation by affecting microbial composition, the organic C and P related degradation genes and enzymes activities. Our study suggests that partial organic substitution and its inoculation with PSB induced divergent effects on P fractions accumulation by changing C and P related function, providing insight into the potential mechanisms of organic management on P mobilization in future agriculture production.
有机替代化肥和接种增磷菌(PSB)有利于可持续农业,但它们对土壤化学计量学和磷(P)组分积累的单独或联合影响尚不清楚。在6年的大田试验中,设置了不施肥(CK)、化肥施肥(CF)、有机肥部分有机替代化肥(POS)和有机肥与PSB接种剂(MOF) 4种施肥方案。6年后,与CF相比,POS和MOF均提高了水稻产量和磷吸收量,但对土壤全碳(C)、全氮(N)和全磷含量的影响较弱。与有机肥处理相比,有机肥处理显著增加了土壤溶解有机C,降低了微生物生物量C:P比,导致微生物与资源间C:P失衡加剧。有机肥处理和有机肥处理均较对照增加了土壤顽固性磷组分的积累,但与有机肥处理相比,有机肥处理显著降低了土壤残余磷和NaHCO3-Pi的积累。溶液31P核磁共振谱分析显示,与CF相比,MOF显著增加了磷酸单酯的积累及其比例。POS增加了纤维素和半纤维素降解相关功能基因的相对丰度和酶活性,MOF增加了有机P矿化相关基因和酶活性。偏最小二乘路径模型表明,碳磷失衡的变化通过影响微生物组成、有机碳和磷相关降解基因和酶的活性,对磷积累起关键作用。本研究表明,部分有机替代及其接种PSB通过改变碳和磷的相关功能,对磷组分积累产生了不同的影响,为未来农业生产中有机管理对磷动员的潜在机制提供了新的思路。
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引用次数: 0
Temporal trajectory and determinants of permanent gully erosion in the grassland: A long-term analysis spanning 1973–2020 草地永久沟蚀的时间轨迹和决定因素:1973-2020年的长期分析
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-02 DOI: 10.1016/j.still.2026.107098
Zhicai Xiao , Mingming Guo , Xin Liu , Zhuoxin Chen , Xingyi Zhang , Jinzhong Xu , Shaoliang Zhang , Jielin Liu , Xing Han , Ruifeng Xie
Grassland ecosystems, particularly in cold and high-altitude regions, are highly vulnerable to gully erosion owing to their simple structure and environmental sensitivity, making it a severe form of grassland degradation. However, most previous studies have focused on agricultural systems, leaving limited understanding of the long-term evolution and drivers of permanent gullies in grasslands. To address this issue, we analyzed gully erosion dynamics and its determinants in a 103 km² area of the Hulunbuir grassland using remote sensing image from 1973, 1983, 2011, and 2020. Results showed that gully quantity, gully density and ground lacerative degree increased by 54.13 times, 286.66 times, and 591.01 times, respectively from 1973 to 2020, with the annual soil loss thickness of 0.023 mm. From 1973–2020, the average gully erosion rates in length, width, area, and volume were 4.64 m yr⁻¹ , 0.06 m yr⁻¹ , 17.17 m² yr⁻¹ , and 20.44 m³ yr⁻¹ , respectively. The merge of gullies (MG) showed greater linear gully erosion rate and areal gully erosion rate than newly formed gully (NFG) and continuously developing gully (CDG), while NFG showed the highest gully widening rates. Gully erosion rates in length, area and volume peaked at 4–5° slopes, with sunny and semi‑sunny aspects being more conducive to development, and linearly increased with gully drainage area. Cumulative gully growth length (ΔL), area (ΔA), and volume (ΔV) increased as a power relationship of cumulative climate indicators (Pre, R, R10, R95p, RX5day, SDII, Tem) and human activity intensity (grazing intensity, built up area, road density). The coupled effects of human activity with topography and climate exert the greatest influence on gully erosion, with the relative contribution of 37.13 % and 35.75 %, respectively. Overall, during 1973–2020, permanent gullies in the Hulunbuir grassland remained in the early lifecycle stage of development. However, intensifying anthropogenic pressures coupled with amplified climate variability progressively elevated erosion risks. This trajectory necessitates implementation of scientific gully control strategies to curb accelerated soil loss and establish sustainable human-land synergies.
草地生态系统结构简单,环境敏感性强,极易受到沟沟侵蚀的影响,是草地退化的一种严重形式,特别是在寒冷和高海拔地区。然而,大多数先前的研究都集中在农业系统上,对草原永久沟壑的长期演变和驱动因素的理解有限。为了解决这一问题,我们利用1973年、1983年、2011年和2020年的遥感图像,分析了呼伦贝尔草原103 km²区域的沟沟侵蚀动力学及其影响因素。结果表明:1973 ~ 2020年沟壑数量、沟壑密度和地面撕裂程度分别增加了54.13倍、286.66倍和591.01倍,年土壤流失厚度为0.023 mm;从1973年到2020年,冲沟侵蚀率平均长度、宽度、面积,和体积是4.64 m 年⁻¹ ,0.06 米 年⁻¹ ,17.17 m²年⁻¹ ,和20.44 m³ 年⁻¹ ,分别。合并沟(MG)比新形成的沟(NFG)和持续发展的沟(CDG)表现出更高的线状沟侵蚀率和面状沟侵蚀率,而NFG则表现出最高的沟壑拓宽率。沟壑侵蚀速率在长度、面积和体积上均在4-5°坡面处达到峰值,阳光和半阳光方向更有利于发育,并随沟壑流域面积线性增加。累积沟谷生长长度(ΔL)、面积(ΔA)和体积(ΔV)与累积气候指标(Pre、R、R10、R95p、RX5day、SDII、Tem)和人类活动强度(放牧强度、建成区面积、道路密度)呈幂函数关系。人类活动与地形和气候的耦合效应对沟蚀的影响最大,相对贡献率分别为37.13% %和35.75% %。总体而言,1973—2020年呼伦贝尔草原永久性沟渠仍处于早期生命周期发育阶段。然而,不断加剧的人为压力加上不断扩大的气候变率,逐渐增加了侵蚀风险。这一趋势要求实施科学的沟壑控制战略,以遏制加速的土壤流失,并建立可持续的人地协同效应。
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引用次数: 0
An integrated soil health and machine learning framework for quantifying soil degradation in semi-arid agricultural lands 半干旱农用地土壤退化量化的综合土壤健康和机器学习框架
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-02-02 DOI: 10.1016/j.still.2026.107099
Kamal Khosravi Aqdam , Farrokh Asadzadeh , Salar Rezapour , Amin Nouri , Farzin Shabani
Soil degradation (SD), primarily driven by erosion, poses a significant threat to agricultural productivity, ecosystem resilience, and long-term food security in semi-arid regions. This study develops an integrated framework to assess the intensity, spatial distribution, and erosion susceptibility of SD across northwestern Iran. A total of 592 soil samples were collected from 393 farmlands and 199 grasslands. The Soil Health Index (SHI) was calculated using a Minimum Data Set (MDS) approach to select the most representative physicochemical indicators of soil functionality. The 90th percentile of SHI values from grasslands was used as a reference for near-natural soil conditions, enabling quantification of degradation severity in agricultural lands. Machine learning models, including Random Forest (RF), Artificial Neural Network (ANN), and Support Vector Machine (SVM), were employed to predict spatial patterns of SD. Results showed that Inceptisols exhibited the highest degradation (mean SD = 0.353 ± 0.040), whereas Mollisols were the least degraded (mean SD = 0.199 ± 0.018), reflecting variations in soil organic carbon (SOC), bulk density (BD), and erosion susceptibility. RF outperformed other models (R² = 0.81, RMSE = 0.064), and feature importance analysis identified vegetation indices (NDVI, SAVI) and topographic factors (slope, LS-factor, TWI) as the key determinants of SD. Cold spots with relatively stable soil conditions were observed in northern and northeastern regions. This integrated approach provides a robust basis for mapping erosion-sensitive soils and designing evidence-based conservation strategies, supporting sustainable management of semi-arid agricultural lands.
在半干旱地区,主要由侵蚀引起的土壤退化对农业生产力、生态系统恢复力和长期粮食安全构成重大威胁。本研究开发了一个综合框架来评估伊朗西北部SD的强度、空间分布和侵蚀敏感性。在393个农田和199个草原共采集土壤样品592份。采用最小数据集(MDS)方法计算土壤健康指数(SHI),选取最具代表性的土壤功能理化指标。草地的第90百分位SHI值作为近自然土壤条件的参考,可以量化农用地的退化严重程度。采用随机森林(Random Forest, RF)、人工神经网络(Artificial Neural Network, ANN)和支持向量机(Support Vector Machine, SVM)等机器学习模型预测SD的空间格局。结果表明:在不同土壤条件下,土壤有机质(SOC)、土壤容重(BD)和土壤侵蚀敏感性的变化反映出土壤有机质(SOC)、土壤容重(BD)和土壤侵蚀敏感性的差异,土壤有机质(ineptisols)降解程度最高(平均SD = 0.353 ± 0.040),土壤有机质(mollisol)降解程度最低(平均SD = 0.199 ± 0.018)。RF优于其他模型(R²= 0.81,RMSE = 0.064),特征重要性分析发现植被指数(NDVI、SAVI)和地形因子(坡度、ls因子、TWI)是SD的关键决定因素。土壤条件相对稳定的寒区分布在北部和东北部。这种综合方法为绘制侵蚀敏感土壤图谱和设计基于证据的保护战略提供了坚实的基础,支持半干旱农用地的可持续管理。
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引用次数: 0
Integrated multispectral analysis of pyrogenic and total carbon in fire-managed cerrado soils 塞拉多火处理土壤中热原碳和总碳的综合多光谱分析
IF 6.8 1区 农林科学 Q1 SOIL SCIENCE Pub Date : 2026-01-30 DOI: 10.1016/j.still.2026.107062
Anna Carolina A.R. Zanatta , Eduardo G. Couto , Ana Maria X. dos Santos , Daniella C.S. Assis , Letícia G. Vogel , Matheus C. Cardoso , Bruno A. Bartsch , José A.M. Dematte
Spectroscopy offers a rapid and non-destructive approach for characterizing carbon in fire-affected soils, particularly in the Cerrado biome. Distinguishing total carbon (TC) from pyrogenic carbon (PC) remains challenging because both exhibit similar spectral signatures. This study evaluates the performance of Vis–NIR, MIR, and XRF spectroscopy for estimating TC and PC in soils under prescribed fire (PRF) and no-fire management (NPRF), as well as in associated charred materials.Vis–NIR provided the best estimates of TC in PRF soils, reflecting its sensitivity to fire-induced changes in organic matter. In NPRF soils, MIR showed the highest performance for TC due to its responsiveness to functional groups in more heterogeneous, minimally disturbed matrices. For PC, combining Vis–NIR and MIR improved predictions in both management systems, with higher accuracy in NPRF soils. XRF, although highly sensitive to fire-derived elements such as Fe, Si, and Ca, showed limited performance for PC in soils; however, it achieved the best results for PC estimation in charred residues. Vis–NIR was most effective for TC in the same material.The results indicate clear differences in TC and PC behavior across fire regimes. PRF soils showed lower TC and greater thermal alteration, whereas NPRF soils preserved higher TC with less aromatic enrichment. Although PC prediction remained moderate across models, the complementary information from Vis–NIR, MIR, and XRF improved the interpretation of the physicochemical factors controlling carbon variability. Refining multispectral calibration strategies will strengthen TC and PC discrimination and support carbon monitoring and fire-management planning in tropical ecosystems.
光谱学提供了一种快速和非破坏性的方法来表征受火灾影响的土壤中的碳,特别是在塞拉多生物群系中。区分总碳(TC)和热原碳(PC)仍然具有挑战性,因为两者具有相似的光谱特征。本研究评估了Vis-NIR, MIR和XRF光谱在规定火(PRF)和无火管理(NPRF)下土壤以及相关烧焦材料中估计TC和PC的性能。Vis-NIR提供了PRF土壤中TC的最佳估计,反映了其对火灾引起的有机质变化的敏感性。在NPRF土壤中,MIR对TC表现出最高的性能,这是因为它对异质性更强、干扰最小的基质中的官能团具有响应性。对于PC,结合Vis-NIR和MIR改进了两个管理系统的预测,在NPRF土壤中具有更高的准确性。XRF虽然对火源元素如Fe、Si和Ca高度敏感,但对土壤中的PC表现有限;但对于焦化残留物的PC估计效果最好。在相同的材料中,Vis-NIR对TC最有效。结果表明,在不同的火灾制度下,TC和PC行为存在明显差异。PRF土壤表现出较低的TC和较大的热蚀变,而NPRF土壤表现出较高的TC和较少的芳香富集。尽管各模型对碳变率的预测仍然较为温和,但来自Vis-NIR、MIR和XRF的补充信息改善了对控制碳变率的物理化学因素的解释。完善多光谱校准策略将加强热带生态系统中碳和PC的区分,并支持碳监测和火灾管理规划。
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Soil & Tillage Research
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