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Root growth traits are the dominant sources of uncertainty in simulating agricultural crop rotational systems 根系生长性状是模拟作物轮作系统的主要不确定性来源
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-15 DOI: 10.1016/j.eja.2025.127976
Bahareh Kamali , Seyed Hamid Ahmadi , Thomas Gaiser
Crop rotation systems effectively enhance resource use efficiency and biodiversity. Process-based agroecosystem models serve as valuable tools for their sustainable design. However, most model applications overlook the role of root characteristics on simulated above- and belowground model components. This is particularly critical in crop rotations, involving diverse species and cultivars. Overlooking this aspect can lead to significant inaccuracies in modelling crop yields, as well as soil organic carbon (SOC), and nitrogen leaching (N-leaching). This study quantifies the contribution of climate, management (crop rotation, irrigation and rainfed systems), and cultivar (phenology and root growth characteristics) factors on simulation of crop yields, N-leaching, and SOC. The analysis was conducted in mono-cropping and 10 different crop rotations (cereals-tuber, cereal-cereal, tuber-tuber crops). The MOdel of NItrogen and CArbon dynamics (MONICA) was used for this purpose. MONICA was parameterized and calibrated using detailed data on the time and amount of irrigation recorded for Hamerstorf experimental site located in Lower Saxony, Germany. Our results demonstrated a stronger effect of root depth factor on yield variability in rainfed compared to irrigated systems, accounting for approximately 60 % of the observed variation. In contrast, crop phenology had a greater impact on yield under irrigation. For N-leaching and SOC, crop rotation explained over 65 % of the variability. Root depth and root density contributed more significantly to SOC dynamics than to N-leaching. These findings highlight the importance of accurate estimation on root growth in models to reduce uncertainty in simulating crop rotation systems. Precise root growth characteristics become even more critical when modeling extends beyond yield to include nitrogen and SOC—key indicators of sustainable agricultural systems.
轮作制度有效地提高了资源利用效率和生物多样性。基于过程的农业生态系统模型是可持续设计的宝贵工具。然而,大多数模型应用忽略了根特征对模拟的地上和地下模型组件的作用。这在涉及多种物种和栽培品种的作物轮作中尤为重要。忽略这一方面可能导致作物产量模型的显著不准确性,以及土壤有机碳(SOC)和氮淋失(n -淋失)。本研究量化了气候、管理(作物轮作、灌溉和雨养系统)和栽培(物候和根系生长特征)因素对作物产量、n淋溶和有机碳模拟的贡献。该分析是在单作和10种不同轮作(谷物-块茎、谷物-谷物、块茎-块茎作物)下进行的。为此,采用了氮碳动力学模型(MONICA)。MONICA是根据德国下萨克森州哈默斯托夫试验场记录的灌溉时间和灌溉量的详细数据进行参数化和校准的。我们的研究结果表明,与灌溉系统相比,雨养系统中根深因子对产量变异的影响更大,约占观察到的变异的60% %。灌水条件下,作物物候对产量的影响较大。对于氮淋溶和有机碳,作物轮作解释了65% %以上的变异。根深和根密度对土壤有机碳动态的影响大于对氮淋失的影响。这些发现强调了在模型中准确估计根系生长对减少模拟作物轮作系统的不确定性的重要性。当模型扩展到产量之外,包括氮和soc——可持续农业系统的关键指标时,精确的根系生长特征变得更加重要。
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引用次数: 0
Deep fertilization effects on potato production and GHG emissions depend on soil C:N:P-enzyme interactions: Evidence from a 4-year study 深度施肥对马铃薯生产和温室气体排放的影响取决于土壤C:N: p酶的相互作用:来自一项为期4年的研究的证据
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-13 DOI: 10.1016/j.eja.2026.128001
Zhaoyang Li , Nan Shi , Yixuan Yuan , Haiyang Chang , Yuling Meng , Weixing Shan , Moskvicheva Elena , Ansabayeva Assiya , Zhikuan Jia , Xiaolong Ren , Kadambot H.M. Siddique , Ruixia Ding , Peng Wu , Huaze Li , Jiangang Liu , Peng Zhang

Context and problem

As potato is one of the four major food crops, enhancing yield is crucial, particularly when considering the mitigation of environmental impacts. Deep fertilization represents a potential strategy for efficient nutrient utilization; however, its specific on potato yield, quality and greenhouse gas emissions require further elucidation.

Methods

We conducted a four-year field experiment (2020–2023) using potatoes as the test crop. We investigated the impacts of four fertilization depths (D5, 5 cm, control with locally conventional fertilization depth; D15, 15 cm; D25, 25 cm; D35, 35 cm) on soil C, N, and P content and ratios, enzyme activity, greenhouse gas emissions, potato growth, yield, and quality.

Results

Deep fertilization significantly increased the soil SOC:TN, SOC:TP, MBC:MBN, and SIC:SIN ratios, while decreasing the MBC:MBP, MBN:MBP, and POC:PON ratios. In addition to soil catalase, the activities of invertase, urease and phosphatase were closely related to the soil C:N:P ratio. Specifically, deep fertilization increased soil invertase and phosphatase activities but decreased catalase and urease activities. Correlation analysis showed that N2O and CO2 emissions were positively correlated with soil urease activity, whereas CH4 uptake and CO2 emissions were negatively correlated with soil phosphatase and sucrase activities, respectively. Furthermore, increase of soil phosphatase activity enhanced the leaf area index, net photosynthetic rate, and dry matter accumulation of potato while reducing stem lodging, ultimately improving yield and quality. Among these treatments, D25 achieved the highest improvements in large potato rate (16.4 %) and yield (11.5 %), while simultaneously resulting in high tuber quality in starch (42.5 %), reducing sugar (52.7 %), protein (33.4 %), and vitamin C (31.9 %) content. In addition, its greenhouse gas emission intensity was also at the lowest level (decreased by 32.7 %).

Conclusions

Deep fertilization affects enzyme activity by altering soil C:N:P ratios, thereby promoting potato production and reducing greenhouse gas emissions. In this region, fertilization depths of 15–25 cm exhibited distinct advantage in terms of yield enhancement, whereas depths exceeding 35 cm were more effective in reducing emissions.
背景和问题马铃薯是四大粮食作物之一,提高产量至关重要,特别是在考虑减轻对环境的影响时。深层施肥是一种有效利用养分的潜在策略;然而,其对马铃薯产量、质量和温室气体排放的具体影响有待进一步阐明。方法以马铃薯为试验作物,进行为期4年(2020-2023年)的田间试验。研究了4种施肥深度(D5、5 cm,与当地常规施肥深度对照;D15、15 cm; D25、25 cm; D35、35 cm)对土壤C、N、P含量及比值、酶活性、温室气体排放、马铃薯生长、产量和品质的影响。结果深度施肥显著提高了土壤SOC:TN、SOC:TP、MBC:MBN和SIC:SIN比值,降低了MBC:MBP、MBN:MBP和POC:PON比值。除土壤过氧化氢酶外,转化酶、脲酶和磷酸酶活性与土壤C:N:P比密切相关。深层施肥提高了土壤转化酶和磷酸酶活性,降低了过氧化氢酶和脲酶活性。相关分析表明,N2O和CO2排放量与土壤脲酶活性呈正相关,CH4吸收和CO2排放量分别与土壤磷酸酶和蔗糖酶活性负相关。土壤磷酸酶活性的提高提高了马铃薯的叶面积指数、净光合速率和干物质积累,减少了茎秆倒伏,最终提高了产量和品质。在这些处理中,D25处理在大薯率(16.4 %)和产量(11.5 %)方面取得了最大的改善,同时在淀粉(42.5 %)、还原糖(52.7 %)、蛋白质(33.4 %)和维生素C(31.9 %)含量方面取得了较高的块茎品质。此外,其温室气体排放强度也处于最低水平(下降了32.7% %)。结论深度施肥通过改变土壤C:N:P比值影响酶活性,从而促进马铃薯生产,减少温室气体排放。在该区域,施肥深度为15 ~ 25 cm的增产效果明显,而施肥深度超过35 cm的减排效果更好。
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引用次数: 0
Biological control strategies as sustainable alternatives to herbicides in weed management 生物防治策略作为除草剂在杂草管理中的可持续替代品
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-13 DOI: 10.1016/j.eja.2026.128003
Godspower Oke Omokaro
Herbicides remain the dominant tools for weed control because of their cost effectiveness and selectivity, yet prolonged and intensive use has raised concern regarding soil degradation, disruption of microbial communities, non-target effects, and the rapid emergence of herbicide resistance. This research synthesizes evidence on the ecological impacts of herbicides and evaluates biological control strategies as sustainable and complementary alternatives within integrated weed management. A PRISMA-ScR guided literature review identified 108 peer reviewed studies published between 2000 and 2025 from Scopus, PubMed, ScienceDirect and SpringerLink, with selective inclusion of foundational literature capturing early biological weed control research. Evidence indicates that herbicides alter soil microbial biomass, enzyme activity, and community composition, with outcomes dependent on herbicide class, application rate, soil properties, and environmental context. Glyphosate and atrazine suppress sensitive microbial taxa while enriching specialized degraders, reflecting ecological disruption and microbial adaptation. Fungal communities, particularly arbuscular mycorrhizal fungi, are consistently vulnerable, leading to reduced nutrient acquisition and weakened plant resilience. Herbicide resistance continues to expand globally, undermining long term chemical efficacy. Biological control strategies, including microbial agents such as Trichoderma and Bacillus, insect herbivores, grazing animals, allelopathic crops, bioherbicides, compost and biochar, demonstrate diverse mechanisms of weed suppression and soil restoration across agroecosystems. These approaches enhance crop competitiveness and stimulate beneficial microbial functions, although field performance is constrained by environmental variability, formulation stability, regulatory barriers, and limited extension support. The findings emphasize the need for integrative and sound weed management.
除草剂仍然是杂草控制的主要工具,因为它们具有成本效益和选择性,但长期和密集使用引起了对土壤退化、微生物群落破坏、非目标效应和除草剂抗性迅速出现的担忧。本研究综合了除草剂对生态影响的证据,并评价了生物防治策略作为综合杂草管理中可持续和互补的替代方案。PRISMA-ScR引导的文献综述确定了2000年至2025年间发表在Scopus、PubMed、ScienceDirect和SpringerLink上的108项同行评议研究,并选择性地纳入了早期生物杂草控制研究的基础文献。有证据表明,除草剂会改变土壤微生物生物量、酶活性和群落组成,其结果取决于除草剂种类、施用量、土壤性质和环境背景。草甘膦和阿特拉津抑制了敏感的微生物类群,同时丰富了专门的降解物,反映了生态破坏和微生物适应。真菌群落,特别是丛枝菌根真菌,一直很脆弱,导致养分获取减少和植物恢复力减弱。除草剂耐药性在全球范围内持续扩大,破坏了化学品的长期功效。生物防治策略,包括微生物制剂,如木霉和芽孢杆菌,昆虫食草动物,放牧动物,化感作物,生物除草剂,堆肥和生物炭,展示了在农业生态系统中杂草抑制和土壤恢复的多种机制。这些方法提高了作物的竞争力,刺激了有益微生物的功能,尽管田间性能受到环境变化、配方稳定性、监管障碍和有限的推广支持的限制。研究结果强调了对杂草进行综合合理管理的必要性。
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引用次数: 0
Stakeholders' critical perception of diversification strategies in cereal-based rotations 利益相关者对谷物轮作中多样化战略的批判性看法
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-13 DOI: 10.1016/j.eja.2026.128000
Ferdaous Rezgui , Louise Blanc , Daniel Plaza-Bonilla , Jorge Lampurlanés , Christos Dordas , Paschalis Papakaloudis , Andreas Michalitsis , Laure Hossard , Fatima Lambarraa-Lehnhardt , Sonoko D. Bellingrath-Kimura , Carsten Paul , Moritz Reckling
Agriculture has long been at the core of Mediterranean culture, resulting in multifunctional landscapes and diverse ecosystem services. In Mediterranean Europe, policy favored specialized agriculture, and reversing this trend has proven difficult. Diversification of crop rotations holds ecological benefits, yet adoption remains low. The objective of this study was to accompany Spanish and Greek stakeholders in a structured learning process beginning with the co-design of available diversification options. It continued with an ex-ante assessment of agri-environmental, social, and economic performance of these options, followed by a co-evaluation step where stakeholders rated both the assessed performances and the indicators used. These ratings were analyzed using an importance-performance matrix. Finally, the adoption likelihood of diversification was predicted using the Adoption and Diffusion Outcome Prediction (ADOPT) tool. The ex-ante assessment revealed that legumes, rapeseed, and intercropping systems generally outperformed continuous cereal cropping in the agri-environmental and social dimensions but not economically, with a profit reduction of up to 12 %. From the stakeholders’ ratings, we learned that they placed the greatest importance on the economic indicators. In contrast, the agri-environmental dimension was given little importance even when energy use indicators increased by 5–42 %. Likewise, diversified systems offered notable social benefits, such as reduced workload by up to 29 %, but social aspects were ranked as less important. This divergent performance of the diversified options was translated into low adoption rates. Legume systems reached a 23–28 % adoption rate in 8–10 years, while intercropping reached 14 % in 17 years, and rapeseed systems reached only 4–5 % in 9–11 years. Economic performance emerged as the main barrier to the adoption of diversification. This study evaluated the impacts of different diversification options available to local farmers from both scientific and a local stakeholder perspective. This process can be adapted to other regions to create shared knowledge, thus enabling a wide range of actors to better understand diversification impacts. This knowledge gain affects the stakeholder’s capacity to adopt diversification options and, beforehand, their willingness to do so.
长期以来,农业一直是地中海文化的核心,形成了多功能景观和多样化的生态系统服务。在地中海地区的欧洲,政策倾向于专业化农业,而扭转这一趋势已被证明是困难的。作物轮作多样化具有生态效益,但采用率仍然很低。本研究的目的是陪伴西班牙和希腊的利益相关者在一个结构化的学习过程中,从共同设计可用的多样化选择开始。它继续对这些方案的农业环境、社会和经济绩效进行事前评估,随后是一个共同评估步骤,由利益相关者对评估的绩效和使用的指标进行评级。使用重要性-性能矩阵分析这些评级。最后,利用采用与扩散结果预测工具(adoption and Diffusion Outcome Prediction, ADOPT)预测多元化的采用可能性。事前评估显示,豆类、油菜籽和间作系统在农业环境和社会方面总体上优于谷物连作,但在经济上表现不佳,利润减少高达12% %。从利益相关者的评分中,我们了解到他们最重视经济指标。相比之下,即使能源使用指标增加了5 - 42% %,农业环境维度也没有得到重视。同样,多样化的系统提供了显著的社会效益,如减少工作量高达29% %,但社会方面被列为不太重要。这种多样化选择的差异表现转化为低采用率。豆科作物系统8-10年采用率为23-28 %,套作系统17年采用率为14 %,油菜籽系统9-11年采用率仅为4-5 %。经济业绩成为采用多样化的主要障碍。本研究从科学和当地利益相关者的角度评估了不同的多样化选择对当地农民的影响。这一过程可以适用于其他区域,以创造共享知识,从而使广泛的行动者能够更好地了解多样化的影响。这种知识的获得影响了利益相关者采取多样化选择的能力,以及他们采取多样化选择的意愿。
{"title":"Stakeholders' critical perception of diversification strategies in cereal-based rotations","authors":"Ferdaous Rezgui ,&nbsp;Louise Blanc ,&nbsp;Daniel Plaza-Bonilla ,&nbsp;Jorge Lampurlanés ,&nbsp;Christos Dordas ,&nbsp;Paschalis Papakaloudis ,&nbsp;Andreas Michalitsis ,&nbsp;Laure Hossard ,&nbsp;Fatima Lambarraa-Lehnhardt ,&nbsp;Sonoko D. Bellingrath-Kimura ,&nbsp;Carsten Paul ,&nbsp;Moritz Reckling","doi":"10.1016/j.eja.2026.128000","DOIUrl":"10.1016/j.eja.2026.128000","url":null,"abstract":"<div><div>Agriculture has long been at the core of Mediterranean culture, resulting in multifunctional landscapes and diverse ecosystem services. In Mediterranean Europe, policy favored specialized agriculture, and reversing this trend has proven difficult. Diversification of crop rotations holds ecological benefits, yet adoption remains low. The objective of this study was to accompany Spanish and Greek stakeholders in a structured learning process beginning with the co-design of available diversification options. It continued with an ex-ante assessment of agri-environmental, social, and economic performance of these options, followed by a co-evaluation step where stakeholders rated both the assessed performances and the indicators used. These ratings were analyzed using an importance-performance matrix. Finally, the adoption likelihood of diversification was predicted using the Adoption and Diffusion Outcome Prediction (ADOPT) tool. The ex-ante assessment revealed that legumes, rapeseed, and intercropping systems generally outperformed continuous cereal cropping in the agri-environmental and social dimensions but not economically, with a profit reduction of up to 12 %. From the stakeholders’ ratings, we learned that they placed the greatest importance on the economic indicators. In contrast, the agri-environmental dimension was given little importance even when energy use indicators increased by 5–42 %. Likewise, diversified systems offered notable social benefits, such as reduced workload by up to 29 %, but social aspects were ranked as less important. This divergent performance of the diversified options was translated into low adoption rates. Legume systems reached a 23–28 % adoption rate in 8–10 years, while intercropping reached 14 % in 17 years, and rapeseed systems reached only 4–5 % in 9–11 years. Economic performance emerged as the main barrier to the adoption of diversification. This study evaluated the impacts of different diversification options available to local farmers from both scientific and a local stakeholder perspective. This process can be adapted to other regions to create shared knowledge, thus enabling a wide range of actors to better understand diversification impacts. This knowledge gain affects the stakeholder’s capacity to adopt diversification options and, beforehand, their willingness to do so.</div></div>","PeriodicalId":51045,"journal":{"name":"European Journal of Agronomy","volume":"175 ","pages":"Article 128000"},"PeriodicalIF":5.5,"publicationDate":"2026-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145962439","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrated assessment of economic profitability, energy consumption and environmental footprints by nitrogen fertilizer management using straw return in the wheat-maize cropping system 小麦-玉米作物秸秆还田氮肥管理的经济效益、能源消耗和环境足迹综合评价
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-10 DOI: 10.1016/j.eja.2025.127981
Hongxing Li , Fei Gao , Lei Wang , Jingzhe Shi , Zihan Jin , Sher Alam , Bin Zhao , Peng Liu , Wei Xiong , Baizhao Ren , Jiwang Zhang
Sustainable agriculture is a central focus of global agricultural transformation; straw return and optimised nitrogen fertilizer management emerging as key technologies for achieving efficient resource utilization. Therefore, clarifying the substitution effect of straw nitrogen release on chemical nitrogen fertilizers and quantifying the comprehensive impact of different nitrogen fertilizer application rates under straw return conditions on yield, nitrogen use efficiency, and system sustainability are crucial for identifying optimal nitrogen fertilizer management strategies. From 2017–2023, field trials are conducted on the winter wheat (Triticum aestivum L.)–summer maize (Zea mays L.) rotation system on the North China Plain. These trials systematically investigate the combined effects of varying straw-return rates and nitrogen fertilizer application levels on crop yield, economic benefit, nitrogen use efficiency, and environmental impact. Results indicate that straw decomposition of maize and wheat can provide 47.6 kg ha−1 and 28.5 kg ha−1 of nitrogen to the crop-soil system in the later season, respectively. Based on the characteristics of nitrogen release, the application of 178.5 kg ha−1 of nitrogen fertilizer (S-15 %N treatment) following straw return can maintain high yield and yield stability of crops while reducing fertilizer by 15 % and considerably enhancing nitrogen use efficiency. When compared with conventional nitrogen application (SN, 210 kg ha−1), the S-15 %N treatment demonstrates superior resource use efficiency and environmental sustainability while effectively meeting crop nitrogen nutrition requirements were met. By establishing a sustainability evaluation system incorporating multidimensional indicators such as yield, economic returns, nitrogen loss mitigation, and carbon emissions reduction, this study clearly demonstrates, for the first time, that the S-15 %N treatment achieves the highest sustainability performance score. The promotion of this model in the North China Plain can reduce about 0.96 Mt of nitrogen loss and 649 kg ha−1 of carbon emissions per year, with notable environmental and ecological benefits. This study provides a theoretical foundation and technical support for implementing green, low-carbon fertilization practices in the wheat-maize rotation system on the North China Plain.
可持续农业是全球农业转型的中心焦点;秸秆还田和优化氮肥管理成为实现资源高效利用的关键技术。因此,明确秸秆氮肥释放对化学氮肥的替代效应,量化秸秆还田条件下不同氮肥施用量对产量、氮素利用效率和系统可持续性的综合影响,对于确定最优氮肥管理策略至关重要。2017-2023年,在华北平原进行了冬小麦-夏玉米轮作制度的田间试验。这些试验系统地研究了不同秸秆还田率和氮肥施用量对作物产量、经济效益、氮利用效率和环境影响的综合影响。结果表明,玉米和小麦秸秆分解在后期分别可向作物-土壤系统提供47.6 kg ha−1和28.5 kg ha−1氮素。根据氮素释放特性,秸秆还田后施178.5 kg ha−1氮肥(S-15 %N处理)可保持作物高产和产量稳定,同时减肥15 %,显著提高氮素利用效率。与常规施氮量(210 kg ha−1)相比,S-15 %N处理在有效满足作物氮素营养需求的同时,具有更强的资源利用效率和环境可持续性。通过建立包含产量、经济回报、氮损失缓解和碳减排等多维指标的可持续性评价体系,本研究首次明确表明S-15 %N处理的可持续性绩效得分最高。该模式在华北平原推广后,每年可减少氮素损失约96 Mt,减少碳排放649 kg ha−1,环境生态效益显著。本研究为华北平原小麦-玉米轮作系统实施绿色低碳施肥实践提供了理论基础和技术支持。
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引用次数: 0
A wheat seedling detection model based on efficient feature extraction and coordinate attention mechanism 基于高效特征提取和协调注意机制的小麦幼苗检测模型
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-09 DOI: 10.1016/j.eja.2026.127993
Shun Wang , Bowen Zhang , Yinchao Che , Guang Zheng , Yanna Ren , Lei Xi , Xinming Ma , Shuping Xiong
Accurate detection of wheat seedlings is crucial for monitoring early population establishment and evaluating sowing quality. However, detection in real field environments remains challenging due to diverse seedling morphology, varying planting densities, occlusion, and complex background interference. Although deep learning has promoted the development of agricultural vision systems, existing wheat seedling detection methods still suffer from two key limitations: (1) insufficient modeling of spatial contextual relationships, leading to degraded accuracy under dense planting and complex field conditions; and (2) difficulty in balancing detection performance and computational efficiency, restricting real-time deployment on resource-limited agricultural devices. To address these issues, this study proposes Transformer-Coordinate Attention-Efficient YOLO (TCE-YOLO), a detection framework designed with three key modules: (1) the Depthwise-Transformer-Vision (DTV) module integrates Depthwise Separable Convolutions (DSC), Vision Transformer, and multi-scale spatial pooling to efficiently represent local structures, spatial context, and global patterns of wheat seedlings; (2) the Feature Enhancement Module(FEM) incorporates coordinate attention to enhance seedling-related features while suppressing background interference; and (3) the Feature Coordination Module (FCM) performs multi-scale feature interaction with reduced computational cost. These components jointly improve robustness under dense planting and complex field conditions while maintaining lightweight deployment characteristics. Furthermore, we construct the Wheat Seedling Dataset (WSD), covering multiple planting densities, varieties, and field environments across two growing seasons. Experimental results show that TCE-YOLO outperforms mainstream detectors while maintaining high efficiency, providing a deployable solution for wheat seedling detection under real field conditions.
小麦幼苗的准确检测是监测早期群体建立和评价播种质量的关键。然而,由于不同的幼苗形态、不同的种植密度、遮挡和复杂的背景干扰,在真实的野外环境中检测仍然具有挑战性。尽管深度学习促进了农业视觉系统的发展,但现有的小麦幼苗检测方法仍然存在两个关键的局限性:(1)对空间上下文关系的建模不足,导致在密集种植和复杂的田间条件下精度下降;(2)难以平衡检测性能和计算效率,限制了资源有限的农业设备的实时部署。为了解决这些问题,本研究提出了变压器-坐标注意力高效YOLO (TCE-YOLO)检测框架,该检测框架由三个关键模块组成:(1)深度变压器-视觉(DTV)模块集成了深度可分离卷积(DSC)、视觉变压器和多尺度空间池,以有效表征小麦幼苗的局部结构、空间背景和全局模式;(2)特征增强模块(FEM)在抑制背景干扰的同时,结合坐标注意增强苗木相关特征;(3)特征协调模块(Feature Coordination Module, FCM)进行多尺度特征交互,降低了计算成本。这些组件共同提高了在密集种植和复杂场地条件下的稳健性,同时保持了轻量级部署特性。此外,我们构建了小麦幼苗数据集(WSD),涵盖了两个生长季节的多种种植密度、品种和田间环境。实验结果表明,TCE-YOLO在保持高效率的同时,性能优于主流检测器,为实际大田条件下的小麦幼苗检测提供了可部署的解决方案。
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引用次数: 0
No-tillage with straw mulching practices improved the lodging resistance of maize and yield in semi-arid areas 免耕秸秆覆盖提高了半干旱区玉米的抗倒伏能力和产量
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-08 DOI: 10.1016/j.eja.2026.127983
Jia Wang , Jun Fan , Zizhuang Ye , Fuqiang Wei , Mingde Hao
Lodging risk is closely related to yield potential, especially in semi-arid agricultural ecosystems, where achieving sustainable development and increasing food production without increasing lodging risk is a key challenge. However, research on how different tillage practices affect maize lodging risk and yield potential remains limited. This study, based on a long-term field experiment established in 2004 in the Loess Plateau of China, investigates the effects of conventional tillage (CT), no-tillage (NT), no-tillage with straw mulching (NTS), and no-tillage with straw mulching in alternating wide and narrow rows (NTSR) on soil physical properties, agronomic traits, lodging, and yield from 2022 to 2024. The aim is to identify key factors affecting maize lodging and yield. The results indicate that compared to CT, NT, NTS, and NTSR significantly increased soil water. NTS and NTSR significantly improved the saturated hydraulic conductivity (Ks) in the 0–40 cm soil layer. In the same soil layer, NT significantly increased soil bulk density (BD) and soil compaction (SC), while reducing Ks. During the key growth stages of maize, the canopy height, leaf area index (LAI), above-ground biomass (AGB), and root growth under NTS and NTSR were all significantly greater than under CT (P < 0.05). However, the root morphology at the 0–100 cm depth under NT was significantly lower than that under CT (P < 0.05). Additionally, NTS and NTSR significantly reduced the center of gravity (CG), ear height coefficient (EHC), and internode length (LTI), while increasing the root-shoot ratio (RSR), third internode diameter (SDTI), internode breaking strength (IBS), bending strength (BS), and stem lodging resistance index (SLRI) (P < 0.05), which effectively reduced lodging rates. Random forest analysis indicated that soil water, IBS, BS, and LAI are the key factors affecting lodging. Compared to CT, NTS and NTSR significantly increased grain yield (by 16.8 % and 11.1 %, respectively) and 100-grain weight (by 6.8% and 4.5 %, respectively). Overall, NTS and NTSR improved soil water, soil physical properties, and the third internode traits of maize, achieving higher maize grain yield and lodging resistance. These findings provide valuable theoretical support for the sustainable development of rainfed agricultural areas similar to the Loess Plateau.
倒伏风险与产量潜力密切相关,特别是在半干旱农业生态系统中,在不增加倒伏风险的情况下实现可持续发展和增加粮食产量是一项关键挑战。然而,不同耕作方式对玉米倒伏风险和产量潜力的影响研究仍然有限。本研究基于2004年在黄土高原开展的长期田间试验,研究了2022 - 2024年常规耕作(CT)、免耕(NT)、免耕秸秆覆盖(NTS)和免耕秸秆窄带交替行(NTSR)对土壤物理性状、农艺性状、倒伏和产量的影响。目的是确定影响玉米倒伏和产量的关键因素。结果表明,与连续施肥相比,新灌丛、新灌丛和新灌丛显著增加了土壤水分。NTS和NTSR显著提高了0 ~ 40 cm土层的饱和水导率(Ks)。在同一土层中,硝态氮显著提高了土壤容重(BD)和土壤压实(SC),降低了土壤钾含量。在玉米生长关键期,NTS和NTSR处理下的冠层高度、叶面积指数(LAI)、地上生物量(AGB)和根系生长均显著大于CT处理(P <; 0.05)。而NT处理下0 ~ 100 cm深度根部形态显著低于CT处理(P <; 0.05)。此外,NTS和NTSR显著降低了植株的重力中心(CG)、穗高系数(EHC)和节间长(LTI),提高了根冠比(RSR)、第三节间直径(SDTI)、节间断裂强度(IBS)、弯曲强度(BS)和茎抗倒伏指数(SLRI) (P <; 0.05),有效降低了倒伏率。随机森林分析表明,土壤水分、IBS、BS和LAI是影响倒伏的关键因素。与CT相比,NTS和NTSR显著提高了籽粒产量(分别提高16.8% %和11.1 %)和百粒重(分别提高6.8%和4.5 %)。总体而言,NTS和NTSR改善了土壤水分、土壤物理性质和玉米第三节间性状,提高了玉米产量和抗倒伏能力。这些发现为类似黄土高原的旱作农业区的可持续发展提供了有价值的理论支持。
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引用次数: 0
Innovative integrated management achieves high productivity and profitability of sugarcane in China with low environmental costs 创新的综合管理以低环境成本实现了中国甘蔗的高生产率和高盈利能力
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-07 DOI: 10.1016/j.eja.2026.127985
Huayang Wang , Yinghe Yao , Hui Wang , Jiaxing Chen , Xiao Tang , Prakash Lakshmanan , Xinping Chen , Yan Deng , Fusuo Zhang
Sugarcane (Saccharum officinarum L.) production in China faces challenges of high input costs, substantial emissions, and low efficiency. While individual sustainable practices such as fertilizer reduction, enhanced-efficiency nitrogen fertilizers, organic amendments, and straw return offer partial benefits, they lack integrated effectiveness. We hypothesize that systematically combining these practices could enhance productivity, reduce emissions, and improve soil health through synergistic nutrient cycling and carbon sequestration. However, empirical evidence and systematic evaluations of such integrated practices in Chinese sugarcane systems remain limited. To address this, a two-year field study was conducted at two representative sugarcane plantations in Guangxi under straw return conditions to evaluate the effects of five regimes on yield, nutrient use efficiency, soil organic carbon (SOC) sequestration, greenhouse gas (GHG) emissions, and net ecosystem economic benefit (NEEB). The treatments included CK (no fertilizer), FP (farmer practice), OPT (optimized NPK), IKPS1 (based on OPT, integrating further optimized nutrient inputs with controlled-release urea), and IKPS2 (based on IKPS1, substituting 30 % of N with organic fertilizer). Compared with FP, both IKPS1 and IKPS2 reduced total NPK inputs by 47 %, while increasing cane yield by 4.6–5.8 % (up to 109.3 t ha−1) and sugar yield by 6.2–9.0 %. Additionally, compared to FP, nutrient use efficiency for N, P, and K under IKPS1 and IKPS2 improved significantly by 81.2–82.0 %, 148.1–255.8 %, and 76.4–101.6 %, respectively. Environmentally, IKPS1 and IKPS2 markedly reduced Nr losses by 57.7–68.7 % and GHG emissions by 40.7–43.8 % relative to FP. Notably, IKPS2 achieved carbon neutrality (-151.9 kg CO2-eq ha−1), primarily attributed to enhanced SOC sequestration. Economically, both systems increased NEEB over FP, with gains of 114.5 % under IKPS1 and 61.2 % under IKPS2. Comprehensive evaluation indices further confirmed their superiority (0.59 for IKPS1, 0.81 for IKPS2). A stepwise strategy is proposed to prioritize cost-effective practices of IKPS1, while advancing toward carbon neutrality by IKPS2. Overall, this study provides an evidence-based framework to advance sustainable sugarcane production and support the green transformation of tropical agriculture.
中国甘蔗生产面临高投入成本、高排放和低效率的挑战。虽然减肥、增效氮肥、有机改良剂和秸秆还田等个别可持续做法提供了部分效益,但它们缺乏综合效益。我们假设系统地结合这些做法可以通过协同养分循环和碳固存来提高生产力,减少排放,改善土壤健康。然而,这种综合实践在中国甘蔗系统中的经验证据和系统评价仍然有限。为解决这一问题,在广西2个具有代表性的甘蔗种植园进行了秸秆还田条件下为期2年的田间研究,评估了5种制度对产量、养分利用效率、土壤有机碳(SOC)固存、温室气体(GHG)排放和净生态系统经济效益(NEEB)的影响。处理包括CK(不施肥)、FP(农民实践)、OPT(优化氮磷钾)、IKPS1(基于OPT,将进一步优化的养分投入与控释尿素相结合)和IKPS2(基于IKPS1,用有机肥替代30% %的氮)。与FP相比,IKPS1和IKPS2减少了氮磷钾总投入47% %,而甘蔗产量提高4.6-5.8 %(最高109.3 t ha - 1),糖产量提高6.2-9.0 %。此外,与FP相比,IKPS1和IKPS2处理的N、P、K养分利用效率分别显著提高81.2 ~ 82.0 %、148.1 ~ 255.8 %和76.4 ~ 101.6 %。在环境方面,相对于FP, IKPS1和IKPS2显著减少了57.7 - 68.7% %的Nr损失和40.7 - 43.8% %的温室气体排放。值得注意的是,IKPS2实现了碳中和(-151.9 kg CO2-eq ha -1),这主要归功于增强的有机碳固存。在经济上,两个系统都增加了NEEB而不是计划生育,在IKPS1下收益为114.5 %,在IKPS2下收益为61.2 %。综合评价指标进一步证实了其优势(IKPS1为0.59,IKPS2为0.81)。提出了一种循序渐进的策略,优先考虑IKPS1的成本效益实践,同时通过IKPS2推进碳中和。总体而言,本研究为促进甘蔗可持续生产和支持热带农业绿色转型提供了一个循证框架。
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引用次数: 0
Dynamic hazard assessment of compound drought and heat events in maize based on a soil-temperature-integrated index in Songliao Plain 基于土壤温度综合指数的松辽平原玉米干热复合事件动态危害评价
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-07 DOI: 10.1016/j.eja.2026.127984
Xianwei Lu , Sicheng Wei , Ying Guo , Cha Ersi , Dan Chen , Ziyuan Zhou , Yue Li , Yuping Dong , Zhijun Tong , Xingpeng Liu , Jiquan Zhang , Chunli Zhao , Yanxia Zhao
Compound drought and heat events (CDHEs) pose severe threats to food security, yet the role of soil temperature in event occurrence and crop stress has been largely overlooked. Using ERA5-Land and SPEI-GD datasets (1982–2021), we developed a soil-temperature-integrated Compound Drought and Heat Event Index (CDHEI) to make dynamic hazard assessment of compound drought and heat events in maize by combining air temperature, soil temperature, soil moisture, and meteorological drought indices. CDHEs during maize growth stages in the Songliao Plain were identified using run theory, and their spatiotemporal characteristics and hazard levels were systematically assessed. The results showed that CDHEs were mainly concentrated in the northwest and southwest regions of the Songliao Plain, with around year 2000 identified as a critical breakpoint, after which their frequency and intensity increased significantly in the 21st century. CDHEI was strongly correlated with maize yield loss, with the maximum correlation coefficient reaching 0.749 (p < 0.05), particularly in the southwestern and northwestern regions. Compared with existing indices, specifically the CDHEI without the soil temperature component (CDHEI_noST), the Compound Events Toolbox and Dataset (CETD), and the Compound Drought and Heat Magnitude Index (CDHMI), the correlation increased by 13 % to over 100 %, highlighting the superior capability of CDHEI in capturing yield impacts. Dynamic hazard assessment further identified Baicheng, Songyuan, and surrounding areas as high-hazard-level zones. Breakpoint-year analysis also revealed that the soil temperature (SSTI) had the highest importance in event evolution, underscoring the dominant role of soil thermal anomalies in the intensification of CDHEs. Overall, this study highlights the indispensable role of soil processes in compound extreme event monitoring and provides a scientific basis for agricultural risk assessment and regional adaptation strategies.
复合干热事件对粮食安全构成严重威胁,但土壤温度在事件发生和作物胁迫中的作用在很大程度上被忽视。利用ERA5-Land和SPEI-GD数据集(1982-2021),综合气温、土壤温度、土壤水分和气象干旱指标,建立了土壤温度一体化的玉米复合干热事件指数(CDHEI),对玉米复合干热事件进行动态危害评价。利用run理论对松辽平原玉米生育期的CDHEs进行了识别,并对其时空特征和危害程度进行了系统评价。结果表明:松辽平原高震主要集中在西北和西南地区,2000年前后为高震发生的关键断点,此后高震发生的频率和强度在21世纪显著增加;CDHEI与玉米产量损失呈显著正相关,相关系数最高可达0.749 (p <; 0.05),在西南和西北地区尤为显著。与不含土壤温度分量的CDHEI指数(cdhe_nost)、复合事件工具箱和数据集(CETD)和干热复合强度指数(CDHMI)相比,相关性提高了13 %至100 %以上,显示了CDHEI在捕捉产量影响方面的优势。动态危险区评价进一步将白城、松原及周边地区确定为高危险区。断点年分析还显示,土壤温度在事件演化中的重要性最高,表明土壤热异常在CDHEs的加剧中起主导作用。总体而言,本研究突出了土壤过程在复合极端事件监测中不可或缺的作用,为农业风险评估和区域适应策略提供了科学依据。
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引用次数: 0
Supplementary irrigation alleviates the inhibition effect of warming on metallic micronutrients absorption 补灌可以缓解增温对金属微量元素吸收的抑制作用
IF 5.5 1区 农林科学 Q1 AGRONOMY Pub Date : 2026-01-06 DOI: 10.1016/j.eja.2025.127979
Haifang Pang , Shangying Ma , Fengni Xue , Zongzhen Li , Junjie Hu , Zeyu Xin , Yongzhe Ren , Yanhao Lian , Tongbao Lin , Zhiqiang Wang
Global warming-induced drought threatens the micronutrient quality of agricultural products, as water availability governs nutrient translocation and partitioning within plants. However, the effects of supplemental irrigation on wheat micronutrient dynamics under warming conditions remain poorly characterised. Here, a 3-year field experiment was conducted to investigate the effects of warming treatments (CK: ambient temperature; WS: winter-spring warming; FF: flowering-grain filling warming) and irrigation regimes (CI: conventional irrigation; SI: supplemental irrigation) on metal micronutrients (Fe, Mn, Cu, and Zn) in winter wheat and their driving factors. Results showed that warming slightly increased grain Fe, Mn, and Zn concentrations (0.3–5.8 %) but reduced their total accumulations (17.1–34.6 %). Compared to CK, FF decreased soil available micronutrients (9–35.7 %), with Fe and Zn availability strongly correlated with microbial taxa (Chloroflexi, Proteobacteria, and Firmicutes). SI increased grain Fe (3.1 %) and Zn (7.1 %) concentrations, enhanced total micronutrient uptake (6.8–22.6 %), and elevated soil-available micronutrients (6.2–25.8 %) relative to CI. Structural equation modelling revealed that soil temperature, moisture, pH, nutrients, available micronutrients, and microbiota jointly regulated grain micronutrients through direct pathways, with microbes being a key driver (total direct effect value = 0.619, p < 0.001). We conclude that supplemental irrigation effectively mitigates warming-induced micronutrient depletion, whereas the soil microbiota plays a pivotal role in mediating wheat micronutrient acquisition. These findings advance adaptive strategies to safeguard crop nutritional security under changing climate conditions.
全球变暖导致的干旱威胁着农产品的微量营养素质量,因为水分的可用性决定着植物内部养分的转运和分配。然而,增温条件下补灌对小麦微量元素动态的影响尚不明确。通过3年的田间试验,研究了不同温度处理(CK:环境温度;WS:冬春增温;FF:开花灌浆增温)和不同灌溉方式(CI:常规灌溉;SI:补灌)对冬小麦金属微量元素(铁、锰、铜、锌)的影响及其驱动因素。结果表明,增温使籽粒铁、锰、锌含量略微增加(0.3 ~ 5.8 %),但使总积累量减少(17.1 ~ 34.6 %)。与对照相比,FF降低了土壤有效微量元素(9-35.7 %),铁和锌的有效性与微生物类群(绿菌门、变形菌门和厚壁菌门)密切相关。相对于CI, SI提高了籽粒铁(3.1 %)和锌(7.1 %)浓度,提高了总微量元素吸收量(6.8 ~ 22.6% %),提高了土壤有效微量元素(6.2 ~ 25.8 %)。结构方程模型表明,土壤温度、湿度、pH、养分、速效微量元素和微生物群通过直接途径共同调控粮食微量元素,微生物是关键驱动因素(总直接效应值= 0.619,p <; 0.001)。结果表明,补灌能有效缓解增温诱导的小麦微量元素耗竭,而土壤微生物群在小麦微量元素获取中起关键作用。这些发现促进了在不断变化的气候条件下保障作物营养安全的适应性策略。
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European Journal of Agronomy
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