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A methodological framework proposal for managing risk in small-scale farming through the integration of knowledge and data analytics 通过整合知识和数据分析管理小规模农业风险的方法框架建议
Pub Date : 2024-07-22 DOI: 10.3389/fsufs.2024.1363744
Juan Fernando Casanova Olaya, Juan Carlos Corrales
Climate change and weather variability pose significant challenges to small-scale crop production systems, increasing the frequency and intensity of extreme weather events. In this context, data modeling becomes a crucial tool for risk management and promotes producer resilience during losses caused by adverse weather events, particularly within agricultural insurance. However, data modeling requires access to available data representing production system conditions and external risk factors. One of the main problems in the agricultural sector, especially in small-scale farming, is data scarcity, which acts as a barrier to effectively addressing these issues. Data scarcity limits understanding the local-level impacts of climate change and the design of adaptation or mitigation strategies to manage adverse events, directly impacting production system productivity. Integrating knowledge into data modeling is a proposed strategy to address the issue of data scarcity. However, despite different mechanisms for knowledge representation, a methodological framework to integrate knowledge into data modeling is lacking.This paper proposes developing a methodological framework (MF) to guide the characterization, extraction, representation, and integration of knowledge into data modeling, supporting the application of data solutions for small farmers. The development of the MF encompasses three phases. The first phase involves identifying the information underlying the MF. To achieve this, elements such as the type of knowledge managed in agriculture, data structure types, knowledge extraction methods, and knowledge representation methods were identified using the systematic review framework proposed by Kitchemhan, considering their limitations and the tools employed. In the second phase of MF construction, the gathered information was utilized to design the process modeling of the MF using the Business Process Model and Notation (BPMN).Finally, in the third phase of MF development, an evaluation was conducted using the expert weighting method.As a result, it was possible to theoretically verify that the proposed MF facilitates the integration of knowledge into data models. The MF serves as a foundation for establishing adaptation and mitigation strategies against adverse events stemming from climate variability and change in small-scale production systems, especially under conditions of data scarcity.The developed MF provides a structured approach to managing data scarcity in small-scale farming by effectively integrating knowledge into data modeling processes. This integration enhances the capacity to design and implement robust adaptation and mitigation strategies, thereby improving the resilience and productivity of small-scale crop production systems in the face of climate variability and change. Future research could focus on the practical application of this MF and its impact on small-scale farming practices, further validating its effectiveness and s
气候变化和天气多变性对小规模作物生产系统构成重大挑战,增加了极端天气事件的频率和强度。在这种情况下,数据建模成为风险管理的重要工具,在不利天气事件造成损失时提高生产者的抗灾能力,特别是在农业保险方面。然而,数据建模需要获取代表生产系统条件和外部风险因素的可用数据。农业部门,尤其是小规模农业部门的主要问题之一是数据匮乏,这是有效解决这些问题的障碍。数据匮乏限制了对气候变化在地方层面的影响的理解,也限制了对管理不利事件的适应或减缓战略的设计,直接影响了生产系统的生产力。将知识融入数据建模是解决数据稀缺问题的一项拟议战略。本文建议开发一个方法框架(MF),以指导数据建模中知识的特征描述、提取、表示和整合,支持小农户数据解决方案的应用。方法框架的开发包括三个阶段。第一阶段是确定方法论的基础信息。为此,利用 Kitchemhan 提出的系统审查框架,考虑到其局限性和所使用的工具,确定了农业知识管理类型、数据结构类型、知识提取方法和知识表示方法等要素。在构建知识管理框架的第二阶段,利用收集到的信息,使用业务流程模型和符号(BPMN)设计了知识管理框架的流程模型。最后,在知识管理框架开发的第三阶段,使用专家加权法进行了评估。通过将知识有效整合到数据建模过程中,所开发的多功能模型为管理小规模农业中的数据匮乏提供了一种结构化方法。这种整合提高了设计和实施稳健的适应和减缓战略的能力,从而提高了小规模作物生产系统在面对气候多变性和气候变化时的复原力和生产力。未来的研究可侧重于该多功能模型的实际应用及其对小规模农业实践的影响,进一步验证其有效性和可扩展性。
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引用次数: 0
Editorial: Plant holobiont perspective in plants disease management 社论:从植物全缘体角度看植物病害防治
Pub Date : 2024-07-22 DOI: 10.3389/fsufs.2024.1456947
E. Rigobelo, N. Desoignies
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引用次数: 0
Editorial: Alternative protein source for a sustainable and healthy nutrition 社论:可持续健康营养的替代蛋白质来源
Pub Date : 2024-07-22 DOI: 10.3389/fsufs.2024.1451483
Carla Cavallo, Giovanbattista Califano
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引用次数: 0
County-level total factor productivity of food in China and its spatio-temporal evolution and drivers 中国县级粮食全要素生产率及其时空演变和驱动因素
Pub Date : 2024-07-22 DOI: 10.3389/fsufs.2024.1325915
Yang Liu, Hui Jiang, Junfu Cui
In the context of the ongoing process of high-quality development in the new era, which is focused on improving total factor productivity, it is of great importance to explore the spatial and temporal variations of total factor productivity growth and its driving factors in China’s county regions’ grain cultivation industry. This paper employs a three-stage DEA-Malmquist productivity method, the Gini coefficient method, and a panel fixed-effects model to analyze data from Chinese counties between 2009 and 2019. The analysis indicates that the growth of county food total factor productivity (FTFP) exhibits a fluctuating upward trend during the examination period, with an average annual growth rate of 2.43%. This is primarily driven by technological progress, yet the core driving role of technological efficiency is not effectively played. The average annual growth rate of county FTFP varies across different regions. The highest average annual growth rate of county FTFP in the eastern region and the primary grain-producing area is 2.75 and 3.04%, respectively. The lowest growth rates were observed in the western region and the main grain marketing area, at 1.44 and 1.23%, respectively. Secondly, the Gini coefficient of county FTFP continues to demonstrate a persistent upward trend during the examination period, with an average annual growth rate of 14.729%. The primary factor contributing to the observed variation in total factor productivity growth of the food sector at the regional level is the existence of disparate technological progress. Thirdly, there is a notable positive correlation between county financial deepening and financial self-sufficiency rates and county FTFP growth, with impact coefficients of 0.0503 and 0.0924, respectively. Conversely, county population density, degree of economic development, farmers’ income level, and industrial structure exert a significant negative influence on county FTFP growth and technological progress.
在新时代以提高全要素生产率为核心的高质量发展进程不断推进的背景下,探讨中国县域粮食种植业全要素生产率增长的时空变化及其驱动因素具有重要意义。本文采用三阶段 DEA-Malmquist 生产率法、基尼系数法和面板固定效应模型,对 2009 年至 2019 年中国县域数据进行分析。分析表明,在考察期内,县域粮食全要素生产率(FTFP)增长呈现波动上升趋势,年均增长率为2.43%。这主要得益于技术进步的推动,但技术效率的核心驱动作用并未得到有效发挥。不同地区的县域全要素生产率年均增长率不尽相同。东部地区和粮食主产区的县域全要素生产率年均增长率最高,分别为 2.75%和 3.04%。西部地区和粮食主销区的增长率最低,分别为 1.44% 和 1.23%。其次,在考察期内,县域全要素生产率基尼系数继续呈持续上升趋势,年均增长率为 14.729%。造成区域一级粮食部门全要素生产率增长差异的主要因素是技术进步存在差异。第三,县域金融深化率和金融自给率与县域全要素生产率增长之间存在显著的正相关关系,影响系数分别为 0.0503 和 0.0924。相反,县域人口密度、经济发展程度、农民收入水平和产业结构对县域全要素生产率增长和技术进步有显著的负向影响。
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引用次数: 0
Research on the livelihood capital and livelihood strategies of resettlement in China’s South-to-North Water Diversion Middle Line Project 中国南水北调中线工程移民安置的生计资本与生计策略研究
Pub Date : 2024-07-19 DOI: 10.3389/fsufs.2024.1396705
Qian Li, Yi Xu, Xue Zhao, Jiaxiao Xie, Tianyi Jiao, Zhaoxian Su
Resettlement is an important part of water conservancy and hydropower projects, and its development is a proper means of comprehensively promoting rural revitalization. The issue of sustainable livelihoods in resettlement has always attracted significant attention. Based on the traditional sustainable livelihood framework, this paper attempts to incorporate psychological capital and construct a sustainable livelihood index system for resettlement caused by water conservancy and hydropower projects. It also adopts research data from 138 migrant resettlement sites along the middle route of the South to North Water Diversion Project, and employs generalized ordinal logistical models to carry out empirical research on the relationship between migrants’ livelihood capital and livelihood strategies. The results show that the values of migrants’ capital vary across different types of resettlement sites, and natural capital, physical capital, social capital, psychological capital are greatly affected by location distribution, while human capital and financial capital show only slight differences. The choice of migrants’ livelihood strategies also vatu across different resettlement sites, and these strategies are closely related to their livelihood capitals showing a positive correlation. The role played by different kinds of livelihood capitals in the transformation of migrants’ livelihood strategies vary, and the impact of migrants’ livelihood capital on this transformation also differs. The roles of various livelihood capitals in the transformation of migrants’ livelihood strategies are different, and the extents to which each livelihood capital plays a role will change as migrants’ livelihood strategies tend to diversify. This study can provide a reference for the formulation, implementation and optimization of policies related to the relocation and resettlement of migrants from water conservancy and hydropower projects, post-completion support and livelihood development.
移民安置是水利水电工程的重要组成部分,发展移民安置是全面推进乡村振兴的应有之义。移民安置中的可持续生计问题一直备受关注。本文在传统可持续生计框架的基础上,尝试纳入心理资本,构建水利水电工程移民安置可持续生计指标体系。并采用南水北调中线工程沿线 138 个移民安置点的调研数据,运用广义序数统计模型,对移民生计资本与生计策略之间的关系进行了实证研究。结果表明,不同类型移民安置点的移民资本值不同,自然资本、物质资本、社会资本、心理资本受区位分布的影响较大,而人力资本和金融资本仅表现出轻微差异。移民在不同安置点的生计策略选择也不尽相同,这些策略与其生计资本密切相关,呈现出正相关关系。不同类型的生计资本在移民生计策略转变中所起的作用各不相同,移民的生计资本对这种转变的影响也不尽相同。各种生计资本在移民生计策略转型中的作用是不同的,随着移民生计策略趋于多样化,每种生计资本发挥作用的程度也会发生变化。本研究可为水利水电工程移民搬迁安置、后期扶持和生计发展相关政策的制定、实施和优化提供参考。
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引用次数: 0
Analyzing shifts in fertilizer use with crop rotation practices in Saskatchewan across distinct periods from 1991–94 to 2016–19 分析萨斯喀彻温省从 1991-94 年到 2016-19 年不同时期轮作方式下化肥使用量的变化
Pub Date : 2024-07-19 DOI: 10.3389/fsufs.2024.1412443
Elisabeta Lika, Chelsea Sutherland, Savannah Gleim, Stuart J. Smyth
Over the last three decades, Saskatchewan, home to over 40% of Canada's cropland, has seen transformative shifts in dryland crop production. Notably, the adoption of herbicide-tolerant canola in 1995 and the increase in nitrogen-fixing pulse crops like lentils and chickpeas have moved agricultural practices away from traditional fallow and tilled fields to more continuous crop rotations.Our study, analyzing survey data from 1991–1994 and to 2016–2019, evaluates how these changes have influenced fertilizer usage, focusing on application rates, timing, and types.We anticipated that integrating nitrogen-fixing pulses and genetically modified herbicide-tolerant (GMHT) canola would promote more sustainable fertilization methods. Indeed, our results show significant reductions in nitrogen fertilizer use - by 49% to 73% in the earlier period and 3% to 19% more recently - due to the integration of these crops.GMHT canola, by reducing the dependency on synthetic nitrogen fertilizers, demonstrates a shift in fertility dynamics by enhancing nutrient uptake efficiency. This adaptation has not only reduced fertilizer costs but also contributed to more sustainable crop management. These findings highlight the environmental benefits of updated crop rotations, emphasizing the improved efficiency of fertilizer use. More broadly, they highlight the potential of expanded pulse cultivation to boost agricultural sustainability and reduce greenhouse gas emissions through better nitrogen management. While the transferability of these findings may be limited by the study's regional focus and sample size, they hold value for informing sustainable practices in similar agricultural settings.
萨斯喀彻温省拥有加拿大 40% 以上的耕地,在过去三十年里,萨斯喀彻温省的旱地作物生产发生了翻天覆地的变化。我们的研究分析了 1991-1994 年和 2016-2019 年的调查数据,评估了这些变化对肥料使用的影响,重点关注施肥量、施肥时间和施肥类型。我们预计,将固氮豆类和转基因耐除草剂(GMHT)油菜整合在一起将促进更可持续的施肥方法。事实上,我们的研究结果表明,由于整合了这些作物,氮肥用量大幅减少,前期减少了 49% 至 73%,近期减少了 3% 至 19%。转基因耐除草剂油菜减少了对合成氮肥的依赖,提高了养分吸收效率,从而改变了肥力动态。这种适应性不仅降低了肥料成本,还有助于实现更可持续的作物管理。这些发现凸显了更新作物轮作的环境效益,强调了化肥使用效率的提高。从更广泛的意义上讲,这些发现强调了扩大脉冲种植的潜力,通过更好的氮管理,提高农业可持续性并减少温室气体排放。虽然这些发现的可推广性可能会受到研究的地区重点和样本大小的限制,但它们对类似农业环境中的可持续实践具有参考价值。
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引用次数: 0
Agri vs. food? Perceptions of local policymakers on agro-food policies from a multilevel approach 农业与食品?从多层次方法看地方决策者对农业食品政策的看法
Pub Date : 2024-07-19 DOI: 10.3389/fsufs.2024.1399746
Daniel López-García, J. L. Cruz-Maceín, Martina DiPaula
In the EU, policies towards territorial development and the sustainability of agro-food systems are exemplified above all in Pillar II of the Common Agricultural Policy (CAP). However, policies for the promotion of sustainable food systems and networks are mainly driven by municipalities and large cities. In order to understand multi-level configurations of policies to promote Sustainable Food Systems (SFS), this paper strives to identify the challenges that municipal policymakers face in implementing sustainable agro-food policies, from a multi-level governance perspective. To this end, and through in-depth interviews and secondary documentation analysis, the policies implemented in 10 different municipalities of the Madrid Region (Spain) are studied and the challenges these municipalities are facing are analysed from a multi-scale and territorialised perspective. The following research objectives are addressed: (1) description of the type of policies implemented for the promotion of SFS and the narrative frameworks in which they are shaped; (2) identification of challenges of local policies to support SFS especially governance challenges; and (3) proposals for the promotion of sustainable food systems through a multi-level, territorialised governance perspective. The paper identifies three main axes of tension and discoordination—municipal Vs regional powers; agricultural vs. food policies; and rural vs. urban territories—that constrains the sustainability potential of multi-level agro food policies. Finally, we provide a comprehensive, sustainable scheme to assess local agro-food governance throughout a multi-level and multi-actor approach, setting interrelations between the different levels, actors and agencies involved to overcome the lock-ins identified.
在欧盟,促进领土发展和农产食品系统可持续性的政策首先体现在共同农业政策(CAP)的第二支柱中。然而,促进可持续粮食系统和网络的政策主要是由市政当局和大城市推动的。为了了解促进可持续粮食系统(SFS)政策的多层次配置,本文力图从多层次治理的角度,确定市政决策者在实施可持续农业粮食政策时所面临的挑战。为此,本文通过深入访谈和二手文献分析,研究了马德里大区(西班牙)10 个不同市镇实施的政策,并从多尺度和地域化的角度分析了这些市镇面临的挑战。研究目标如下:(1) 描述为促进可持续粮食系统而实施的政策类型以及形成这些政策的叙事框架;(2) 确定支持可持续粮食系统的地方政策所面临的挑战,尤其是治理方面的挑战;(3) 通过多层次、全域化的治理视角提出促进可持续粮食系统的建议。本文指出了制约多层次农业食品政策可持续性潜力的三个紧张和不协调的主轴--市级权力与地区权力;农业政策与食品政策;农村地区与城市地区。最后,我们提供了一个全面、可持续的方案,通过多层次、多行为体的方法来评估地方农业食品治理,设定不同层级、行为体和相关机构之间的相互关系,以克服所发现的禁锢。
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引用次数: 0
Editorial: Green technologies for the extraction of bioactive compounds, its use for the production of nanomaterials, and their application in the food industry 社论:提取生物活性化合物的绿色技术、纳米材料的生产及其在食品工业中的应用
Pub Date : 2024-07-19 DOI: 10.3389/fsufs.2024.1457532
T. Madera-Santana, C. G. Barreras-Urbina, F. Rodríguez-Félix, María Ancín
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引用次数: 0
Soybean yield variability and predictability from applied phosphorus sources and rhizobia inoculation in Northern Nigeria 尼日利亚北部大豆产量的可变性以及应用磷源和根瘤菌接种的可预测性
Pub Date : 2024-07-19 DOI: 10.3389/fsufs.2024.1428466
Muhammad Rabiu Kabiru, Alfred Balenor Buernor, Sara Dahhani, Mohamed Hafidi, Jibrin Mohammed Jibrin, M. Jemo
Supplementing soybean plants with phosphorus (P) and inoculation with effective rhizobia (Rh) strains enhance grain yield and profits and promotes sustainable agricultural practices in Nigeria. Limited field data exists on the effects of P forms (e.g., less soluble rock-P) on yield improvement with Rh or alone. We conducted a study where we grew soybeans in two agroecological zones (AEZs), i.e., Sudan (SS) and the Northern Guinea Savanna (NGS) of Nigeria. The P-treatments included no phosphorus (no-P), half the recommended amount of less soluble rock phosphate (RP), plus half the amount of water-soluble triple super phosphate (TSP). Soybean plants were subjected to one of the three different strains of Bradyrhizobia: Bradyrhizobium elkanii (Be), B. japonicum (Bj), or B. diazoefficiens strain (Bd). Control and nitrogen (40 kg N ha−1) treatments were included. The number of nodules, dry weights (DW), and shoot biomass weight were measured at flowering. A linear mixed model predicted grain yield and nodules DW variables from the managed and environmental factors, including manganese (Mn), magnesium (Mg), and the two AEZs. Soybean yield for ½RP + ½TSP gave a 27.4% relative increase to the control. Plants inoculated with the Be strain displayed the highest grain yield under the NGS soils. The linear mixed regression explained the yield and nodule variation with a trained root means square value of 0.87 and 0.82, respectively. The P sources, Rh inoculation, and the inoculated strains explained the yield variation well. Additionally, the soil-Mn content negatively impacted the yield, while the increasing soil-Mg enhanced nodule dry weight. Studies on the required Mn availability and forms in soil and the threshold concentrations of Mg for optimal N2 fixation and yield of soybeans are discussed.
在尼日利亚,为大豆植株补充磷(P)并接种有效的根瘤菌(Rh)菌株可提高谷物产量和利润,促进可持续农业实践。关于磷的形式(如可溶性较低的岩石磷)对使用 Rh 或单独使用 Rh 提高产量的影响,现有的田间数据有限。我们进行了一项研究,在两个农业生态区(AEZ),即尼日利亚的苏丹(SS)和北几内亚热带草原(NGS)种植大豆。磷处理包括无磷(no-P)、推荐量一半的少溶性磷酸盐岩(RP)以及一半的水溶性三重过磷酸钙(TSP)。大豆植株受到三种不同的布拉迪根瘤菌株之一的影响:麋鹿布拉迪根瘤菌(Be)、日本布拉迪根瘤菌(Bj)或 B. diazoefficiens 菌株(Bd)。其中包括对照和氮处理(40 千克氮公顷-1)。在开花时测量结节数量、干重(DW)和芽生物量重量。一个线性混合模型从管理因素和环境因素(包括锰(Mn)、镁(Mg)和两个农业经济区)预测了谷物产量和结节干重变量。与对照相比,½RP + ½TSP 的大豆产量相对增加了 27.4%。在 NGS 土壤中,接种 Be 菌株的植株产量最高。线性混合回归解释了产量和结核的变化,其训练均方根值分别为 0.87 和 0.82。P 源、Rh 接种和接种菌株很好地解释了产量的变化。此外,土壤中锰的含量对产量有负面影响,而土壤中镁的增加会提高结核干重。本研究讨论了大豆最佳氮固定和产量所需的锰在土壤中的可用性和形式以及镁的阈值浓度。
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引用次数: 0
Nitrogen recovery from intensive livestock farms using a simplified ammonia stripping process 利用简化的氨汽提工艺从集约化畜牧场回收氮气
Pub Date : 2024-07-19 DOI: 10.3389/fsufs.2024.1406962
A. Finzi, O. Ferrari, E. Riva, G. Provolo
The ammonia (NH3) stripping process can recover nitrogen (N) from slurry and digestates as a mineral fertilizer, but it is currently expensive and difficult to manage at the farm level. Hence, a simple process is required. This study aimed to test a modular (based on farm N surplus) slow-release NH3 stripping process at a pilot plant scale. NH3 volatilization was promoted in a closed reactor, and then, the NH3 was removed by an air stream through the reactor headspace. The NH3-loaded air was purified in a scrubber, where NH3 reacted with sulfuric acid to form ammonium sulfate (AS). In total, 11 trials were conducted using pig slurry, dairy cattle slurry, and digestates: 7 trials were carried out with the reactors heated to 40°C, 2 trials were carried out at an ambient temperature, and the other 2 trials were carried out with the addition of sodium hydroxide (NaOH). To assess the technical–economic sustainability of the pilot plant, the total ammoniacal nitrogen (TAN) removal rate, electricity consumption, acid requirements, and AS quality and costs were evaluated. The pilot plant yielded TAN recovery amounts of 45% in 2 weeks with the reactors heated to 40°C, 64% in 1 week with NaOH addition, and 25% in 2 weeks at an ambient temperature. The N concentration in the AS solution reached 85.9 g kg−1, with an average value of 35.2 g kg−1. The electricity consumption, acid requirement, and operational costs in an optimized system were approximately 0.52 kWh kgN−1 recovered, 3.5 kg pure acid kgN−1 recovered, and 0.86 € kgN−1 recovered, respectively. Compared to other technologies, the simplified stripping process is slower but with similar removal efficiencies and lower energy consumption. Thus, this finding could be suitable for improving the N use in intensive livestock farms.
氨(NH3)汽提工艺可以从泥浆和沼渣中回收氮(N)作为矿物肥料,但目前成本高昂,且难以在农场层面进行管理。因此,需要一种简单的工艺。本研究旨在试验性工厂规模测试模块化(基于农场氮过剩量)缓释 NH3 汽提工艺。在封闭的反应器中促进 NH3 的挥发,然后通过反应器顶空的气流去除 NH3。含 NH3 的空气在洗涤器中净化,NH3 在洗涤器中与硫酸反应生成硫酸铵 (AS)。总共进行了 11 次试验,使用了猪粪浆、奶牛粪浆和沼渣:其中 7 项试验是在反应器加热到 40°C 的情况下进行的,2 项试验是在环境温度下进行的,另外 2 项试验是在加入氢氧化钠 (NaOH) 的情况下进行的。为了评估试验工厂的技术经济可持续性,对总氨氮(TAN)去除率、耗电量、酸需求量、AS 质量和成本进行了评估。在反应器加热到 40°C 的情况下,试验工厂在 2 周内的氨氮回收率为 45%;在添加 NaOH 的情况下,1 周内的氨氮回收率为 64%;在环境温度下,2 周内的氨氮回收率为 25%。AS 溶液中的氮浓度达到 85.9 g kg-1,平均值为 35.2 g kg-1。优化系统的耗电量、酸需求量和运行成本分别约为 0.52 kWh kgN-1、3.5 kg 纯酸 kgN-1 和 0.86 欧元 kgN-1。与其他技术相比,简化的汽提工艺虽然速度较慢,但去除效率和能耗都很低。因此,这一发现适用于提高集约化畜牧场的氮利用率。
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引用次数: 0
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