agricultural system

  • 文章类型: Journal Article
    四环素是在畜牧业中具有广泛兽医用途的抗生素。然而,它们的广泛应用对土壤健康构成了风险,因为它们残留在牲畜粪便中,它们的去除对于可持续的土壤生态系统发展至关重要。物理和化学方法提取四环素可能会对土壤生态系统产生不利影响,但是到目前为止,还没有研究研究生物方法的潜力,如土壤动物的集体退化作用。因此,本研究旨在研究乳酸菌(LAB)和蚯蚓(Eiseniafetida)对羊粪中四环素残留的协同降解作用。我们评估了蚯蚓的生物量,四环素残留,以及蚯蚓肠道和蚯蚓粪中的细菌群落。蚯蚓生物量和四环素降解效率随着LAB的添加而显著提高,降解率高达80.16%。这种增加可能归因于LAB充当电子供体以刺激四环素降解。此外,我们注意到四环素的存在显著影响了蚯蚓肠道和蚯蚓粪中的细菌群落,提高潜在致病菌的丰度(例如,黄杆菌,γ变形杆菌,和肠杆菌科)。这一发现表明,抗生素引起的环境压力增加实际上可以促进不那么普遍的细菌的生长,包括潜在的病原体。总之,我们的研究提供了证据支持LAB和蚯蚓降解四环素残留的有效性。特别是,LAB似乎可以减轻四环素暴露在蚯蚓中的压力,从而增加了他们的蠕虫堆肥功效。我们的工作对土壤管理具有重要意义,有可能提高污染清理率,同时最大限度地减少对土壤微生物群落的负面影响。
    Tetracycline is an antibiotic with extensive veterinary use in the livestock industry. However, their widespread application poses risks to soil health as residue in livestock feces, and their removal is crucial for sustainable soil-ecosystem development. Physical and chemical approaches to extract tetracycline may have adverse effects on soil ecosystems, but no studies have thus far examined the potential for biological methods, such as collective degradation action of soil fauna. Thus, this study aimed to investigate the synergistic effects of lactic acid bacteria (LAB) and earthworms (Eisenia fetida) on biodegradation of tetracycline residues in sheep manure. We assessed earthworm biomass, tetracycline residue, and bacterial communities in both earthworm intestines and vermicompost. Earthworm biomass and tetracycline degradation efficiency increased significantly with LAB addition, with a degradation rate of up to 80.16%. This increase may be attributable to LAB acting as electron donors to spur tetracycline degradation. Additionally, we noted that tetracycline presence significantly influenced bacterial communities in earthworm intestines and vermicompost, elevating the abundance of potential pathogenic bacteria (e.g., Flavobacterium, Gammaproteobacteria, and Enterobacteriaceae). This finding suggests that heightened environmental stress from antibiotics could actually facilitate the growth of less prevalent bacteria, including potential pathogens. In conclusion, our study provides evidence supporting the effectiveness of LAB and earthworms in degrading tetracycline residues. In particular, LAB appears to mitigate stress from tetracycline exposure in earthworms, thus increasing their vermicomposting efficacy. Our work has important implications for soil management, with the potential to enhance pollution clean-up rates while minimizing negative side-effects to soil microbial communities.
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  • 文章类型: Journal Article
    这篇综述分析了黄曲霉毒素和伏马毒素在常规和有机玉米中的发生和共同暴露,并比较了两者对污染的脆弱性。玉米中真菌污染的风险是真实的,主要由曲霉属和镰刀菌属组成,黄曲霉毒素和伏马毒素的生产者,分别。黄曲霉毒素,尤其是AFB1,与肝癌的高发有关,国际癌症研究机构(IARC)将它们归类为1A组“对人类致癌”。许多国家都报道了常规玉米的发生,包括比立法规定的级别更高的级别。IARC将伏马菌素归类为2B组,“可能对人类致癌”,因为它们与食管癌的发病率有关。然而,比较不同地区的玉米和有机和常规副产品,观察到不同的结果。两种霉菌毒素的同时出现是一个世界性的问题;尽管如此,关于两种系统之间玉米和衍生物中这些霉菌毒素的共暴露的比较数据很少。发现农业系统不是最终污染的决定性因素,指出需要采取有效的策略来减少污染和共同暴露,使其达到不构成健康风险的水平。
    This review analyzes the occurrence and co-exposure of aflatoxins and fumonisins in conventional and organic corn, and compares the vulnerability to contamination of both. The risks of fungal contamination in corn are real, mainly by the genera Aspergillus and Fusarium, producers of aflatoxins and fumonisins, respectively. Aflatoxins, especially AFB1, are related to a high incidence of liver cancer, and the International Agency Research of Cancer (IARC) classified them in group 1A \'carcinogenic to humans\'. The occurrence in conventional corn is reported in many countries, including at higher levels than those established by legislation. IARC classified fumonisins in group 2B \'possibly carcinogenic to humans\' due to their link with incidence of esophageal cancer. However, comparing corn and organic and conventional by-products from different regions, different results are observed. The co-occurrence of both mycotoxins is a worldwide problem; nevertheless, there is little data on the comparison of the co-exposure of these mycotoxins in corn and derivatives between both systems. It was found that the agricultural system is not a decisive factor in the final contamination, indicating the necessity of effective strategies to reduce contamination and co-exposure at levels that do not pose health risks.
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  • 文章类型: Journal Article
    如何实现可持续的粮食生产,同时减少对环境的影响是农业科学的一个主要问题,先进的育种技术有望实现这些目标。然而,水稻通常在田间条件下生长,并受到周围生态群落成员的影响。尽管生态社区具有建立环境友好型农业系统的潜力,但生态社区如何影响田间水稻性能的研究仍未得到充分探索。在本研究中,我们展示了一种基于生态网络的方法来检测潜在的影响力,以前被忽视的水稻生物(水稻)。首先,我们建立了小型实验稻田,并在2017年在日本使用定量环境DNAmetabarcoding广泛,广泛地测量了水稻的生长并监测了生态群落动态。我们在稻田中检测到1000多种物种(包括微生物和昆虫等宏观物种),非线性时间序列分析检测到52种具有较低级别的分类学信息的潜在有影响力的生物。2019年通过现场操纵实验对时间序列分析结果进行了现场条件下的验证。在2019年,我们专注于两个物种,gloisporangiumnunn和Chironomuskiiensis,其丰度在人造稻田中被操纵。大米的反应,即,生长速率和基因表达模式,在操作之前和之后进行测量。我们确认,特别是在加用G.nunn的治疗中,水稻生长速率和基因表达模式发生改变。在本研究中,我们证明了对农业系统的强化监测和非线性时间序列分析的应用有助于在田间条件下识别有影响的生物。尽管操作的影响相对较小,这里提出的研究框架具有利用生态复杂性并将其用于农业的未来潜力。我们的概念验证研究将为进一步发展基于现场的系统管理奠定重要基础。
    How to achieve sustainable food production while reducing environmental impacts is a major concern in agricultural science, and advanced breeding techniques are promising for achieving such goals. However, rice is usually grown under field conditions and influenced by surrounding ecological community members. How ecological communities influence the rice performance in the field has been underexplored despite the potential of ecological communities to establish an environment-friendly agricultural system. In the present study, we demonstrate an ecological-network-based approach to detect potentially influential, previously overlooked organisms for rice (Oryza sativa). First, we established small experimental rice plots, and measured rice growth and monitored ecological community dynamics intensively and extensively using quantitative environmental DNA metabarcoding in 2017 in Japan. We detected more than 1000 species (including microbes and macrobes such as insects) in the rice plots, and nonlinear time series analysis detected 52 potentially influential organisms with lower-level taxonomic information. The results of the time series analysis were validated under field conditions in 2019 by field manipulation experiments. In 2019, we focused on two species, Globisporangium nunn and Chironomus kiiensis, whose abundance was manipulated in artificial rice plots. The responses of rice, namely, the growth rate and gene expression patterns, were measured before and after the manipulation. We confirmed that, especially in the G. nunn-added treatment, rice growth rate and gene expression pattern were changed. In the present study, we demonstrated that intensive monitoring of an agricultural system and the application of nonlinear time series analysis were helpful to identify influential organisms under field conditions. Although the effects of the manipulations were relatively small, the research framework presented here has future potential to harness the ecological complexity and utilize it in agriculture. Our proof-of-concept study would be an important basis for the further development of field-basis system management.
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  • 文章类型: Meta-Analysis
    陆地土壤中储存的氮量,其“氮池”,缓和影响初级生产力的生物地球化学循环,氮污染甚至碳预算。土壤氮库及其内部氮素形式的转化受到包括人为活动在内的环境因素的严重影响。然而,我们对人为活动和人类土地利用方面土壤氮的全球分布的理解仍不清楚。我们从全球抽样中构建了一个荟萃分析,在其中,我们比较了土壤总氮库以及影响人类土地利用的三个主要分类中每个池的驱动机制:自然,农业,和城市。虽然氮池的大小可以在整个自然相似,农业和城市土壤,生态和人类相关的驱动因素各不相同。具体来说,与自然土壤相比,农业和城市土壤中的驱动因素更为复杂,并且通常与气候和土壤因素脱钩。这表明这些土壤的氮库可能受到我们分析中未包括的其他因素的共同调节,就像人类活动一样。我们的分析支持农业土壤作为氮源,而城市土壤作为氮汇的概念,并告知人们对自然人为氮的命运和分布的现代理解,农业,城市土壤。
    The amount of nitrogen stored in terrestrial soils, its \"nitrogen pool\", moderates biogeochemical cycling affecting primary productivity, nitrogen pollution and even carbon budgets. The soil nitrogen pools and the transformation of nitrogen forms within them are heavily influenced by environmental factors including anthropogenic activities. However, our understanding of the global distribution of soil nitrogen with respect to anthropogenic activity and human land use remains unclear. We constructed a meta-analysis from a global sampling, in which we compare soil total nitrogen pools and the driving mechanisms affecting each pool across three major classifications of human land use: natural, agricultural, and urban. Although the size of the nitrogen pool can be similar across natural, agricultural and urban soils, the ecological and human associated drivers vary. Specifically, the drivers within agricultural and urban soils as opposed to natural soils are more complex and often decoupled from climatic and soil factors. This suggests that the nitrogen pools of those soils may be co-moderated by other factors not included in our analyses, like human activities. Our analysis supports the notion that agricultural soils act as a nitrogen source while urban soils as a nitrogen sink and informs a modern understanding of the fates and distributions of anthropogenic nitrogen in natural, agricultural, and urban soils.
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  • 文章类型: Journal Article
    葡萄园景观为经济做出了重要贡献,身份,文化,以及全球许多地区的生物多样性。气候变化,然而,日益威胁着葡萄园景观及其生态条件的恢复力,破坏提供多种生态系统服务。以前的研究通常集中在气候变化的影响上,生态系统条件和生态系统服务,而没有系统地回顾它们在葡萄栽培文献中的研究方式。这里,我们系统地回顾了葡萄园景观的文献,以确定如何研究生态系统条件和服务,以及是否采用综合方法来调查气候变化的影响。我们的结果表明,仍然很少有研究明确地同时解决多种生态系统条件和服务。只有28%和18%的审查研究考虑了两个以上的生态系统条件或服务,分别。此外,尽管所研究的生态系统条件与服务之间的关系中有超过97%是在解决供应和监管服务问题,只有3%的人检查了文化服务。最后,这篇综述发现,缺乏同时解决生态系统状况之间关系的综合研究,生态系统服务和气候变化(112项研究中只有15项)。为了克服这些差距,更好地了解气候变化下葡萄园社会生态系统的功能,多学科,综合,未来的研究应采用全面的方法。对葡萄园景观的全面了解对于支持研究人员和决策者制定可持续适应战略,以改善葡萄园的生态状况并确保在未来气候情景下提供多种生态系统服务确实至关重要。
    在线版本包含补充材料,可在10.1007/s11625-022-01223-x获得。
    Vineyard landscapes significantly contribute to the economy, identity, culture, and biodiversity of many regions worldwide. Climate change, however, is increasingly threatening the resilience of vineyard landscapes and of their ecological conditions, undermining the provision of multiple ecosystem services. Previous research has often focused on climate change impacts, ecosystem conditions and ecosystem services without systematically reviewing how they have been studied in the literature on viticulture. Here, we systematically review the literature on vineyard landscapes to identify how ecosystem conditions and services have been investigated, and whether an integrative approach to investigate the effects of climate change was adopted. Our results indicate that there are still very few studies that explicitly address multiple ecosystem conditions and services together. Only 28 and 18% of the reviewed studies considered more than two ecosystem conditions or services, respectively. Moreover, while more than 97% of the relationships between ecosystem conditions and services studied were addressing provisioning and regulating services, only 3% examined cultural services. Finally, this review found that there is a lack of integrative studies that address simultaneously the relationships between ecosystem condition, ecosystem services and climate change (only 15 out of 112 studies). To overcome these gaps and to better understand the functioning of vineyard socio-ecological systems under climate change, multidisciplinary, integrative, and comprehensive approaches should be adopted by future studies. A holistic understanding of vineyard landscapes will indeed be crucial to support researchers and decision makers in developing sustainable adaptation strategies that enhance the ecological condition of vineyards and ensure the provision of multiple ecosystem services under future climate scenarios.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s11625-022-01223-x.
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  • 文章类型: Journal Article
    Climate change resultant hazards have become a major threat to farming, food production systems and agricultural sustainability globally. Like many other countries, Bangladesh is also the prey of climate change extremities. Haor wetlands of this country, a major rice growing area, are subjected to extreme climate tremors where millions of inhabitants lose their boro rice production due to recurring flash flood events. This study examined the barriers to adapt rice farming to recurring flash floods in the haor wetlands of Bangladesh. The ways of overcoming barriers to adapt rice farming to recurring flash floods in the haor wetlands of Bangladesh were also explored during the research work. The research was conducted in the Sunamganj district of Bangladesh and data was collected through a mixed-method approach. A survey was conducted with 115 haor farmers and FGD and key informant interviews were conducted with 32 and 4 respondents respectively. The results showed that the lack of availability of submergence tolerant variety (a rice variety that can survive and continue growing after being completely submerged in water for several days) is the major barrier to farmers\' adaptation to flooding events followed by limited market access and lack of access to inputs. A total of 85% of respondents reported encountering moderate to severe barriers to adapt to flash flooding. Besides, some socio-economic traits, including annual family income, extension media exposure, and perception on climate change have been identified to be influencing farmers\' adaptation behaviour to adapt their rice farming system to recurring flash flood events. This study elaborated pathways and suggested policy recommendations to adapt to flash flooding and to ensure sustainability in the agricultural system in the haor wetlands of Bangladesh.
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  • 文章类型: Journal Article
    由于使用有限的合成肥料,在低收入国家减少土壤养分消耗和确保农业系统生产力的巨大挑战需要当地和具有成本效益的养分来源。我们估计了1961年至2018年东非共同体农业系统氮预算的变化,以应对东非共同体地区农业系统氮投入不足和土壤氮严重枯竭的挑战。结果表明,总氮输入从1960年代的12.5kgNha-1yr-1增加到2000年代的21.8kgNha-1yr-1和2010年代的27kgNha-1yr-1。总氮作物吸收从1960年代的12.8kgNha-1yr-1增加到2000年代的18.2kgNha-1yr-1和2010年代的21.8kgNha-1yr-1。土壤氮储量从1960年代的-2.0kgNha-1yr-1增加到2000年代的-0.5kgNha-1yr-1和2010年代的0.3kgNha-1yr-1。我们的结果使我们能够首次证实,随着东非共同体地区农业系统中氮输入的增加,土壤氮的消耗减少。这表明,通过生物固氮和动物粪便增加氮素投入是遏制东非共同体地区土壤氮素消耗和维持农业生产系统的关键氮素管理措施,以满足不断增长的人口对粮食的需求。
    UNASSIGNED:在线版本包含补充材料,可在10.1007/s13593-023-00881-0获得。
    The great challenge of reducing soil nutrient depletion and assuring agricultural system productivity in low-income countries caused by limited synthetic fertilizer use necessitates local and cost-effective nutrient sources. We estimated the changes of the nitrogen budget of agricultural systems in the East African Community from 1961 to 2018 to address the challenges of insufficient nitrogen inputs and serious soil nitrogen depletion in agricultural systems of the East African Community region. Results showed that total nitrogen input increased from 12.5 kg N ha-1yr-1 in the 1960s to 21.8 kg N ha-1yr-1 in the 2000s and 27 kg N ha-1yr-1 in the 2010s. Total nitrogen crop uptake increased from 12.8 kg N ha-1yr-1 in the 1960s to 18.2 kg N ha-1yr-1 in the 2000s and 21.8 kg N ha-1yr-1 in the 2010s. Soil nitrogen stock increased from -2.0 kg N ha-1yr-1 in the 1960s to -0.5 kg N ha-1yr-1 in the 2000s and 0.3 kg N ha-1yr-1 in the 2010s. Our results allow us to substantiate for the first time that soil nitrogen depletion decreases with increasing input of nitrogen in agricultural systems of the East African Community region. This suggests that increases in nitrogen inputs through biological nitrogen fixation and animal manure are the critical nitrogen management practices to curb soil nitrogen depletion and sustain agricultural production systems in the East African Community region in order to meet food demand for a growing population.
    UNASSIGNED: The online version contains supplementary material available at 10.1007/s13593-023-00881-0.
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  • 文章类型: Journal Article
    在这项研究中,我们在墨西哥建立了两个粮食系统数据集;第一个描述了农业生产单位的结构,第二个描述了这些农业生产单位中农村人口的粮食安全方面。我们还建立了第三个数据集,由路径图和路径系数(从结构方程建模得出)组成,它们将墨西哥四个人口最多的生态区域中的第一个数据集与第二个数据集相关联。路径模型的描述及其对墨西哥农村家庭当前粮食安全状况的见解在题为“粮食安全主要与小农农业还是与商业农业有关?:使用结构方程模型的墨西哥案例的方法”(https://doi.org/10.1016/j。agsy.2021.103091)。农业变量(在第一个数据集中)包括农场大小,农民生产的目的地,种植实践/水管理,家庭的主要收入来源,土地权属类型,作物多样性,农业表面扩张,和森林覆盖的存在。它们基于完整的主要数据,墨西哥最新的农业普查和相应的官方土地利用/土地覆盖数据。第二个数据集包括为墨西哥第一个粮食安全模型设计和构建的四个粮食安全指标,该模型包含了粮食供应,食物可及性和食物利用方面。它们包括粮食自给自足指数(粮食生产和粮食消费之间的平衡),食品获取指数(与边缘化成反比),公共医疗保健权利指数,和营养不良频率指数(与医院疾病记录相关)。我们提供了描述农业结构与粮食安全之间联系的路径表和图。这些图表首次在全国范围内提供了统计证据,证明小农农业在国家一级和生态区规模的农村粮食安全中发挥了突出作用。为了进一步研究农业生产单元的结构及其与社会经济的关系,领土和景观数据,人工智能(即数据挖掘和机器学习)技术可以在这个数据集汇编上执行。粮食安全数据可能会激发墨西哥与其他驱动因素有关的更多粮食安全模型的发展,例如消费习惯和农村家庭的非农业活动。
    In this research, we build two food systems datasets in Mexico; The first one describes the structure of agricultural production units and the second one describes food security aspects of the rural population in these agricultural production units. We also build a third dataset, consisting of path diagrams and path coefficients (derived from Structural Equation Modeling) that relate the first dataset to the second dataset in the four most populated ecoregions of Mexico. The description of the path models and the insights they bring to the current state of food security in Mexican rural households are detailed in an associated article entitled \"Is food security primarily associated with smallholder agriculture or with commercial agriculture?: An approach to the case of Mexico using structural equation modeling\" (https://doi.org/10.1016/j.agsy.2021.103091). The agricultural variables (in the first dataset) include farm size, destination of the farmer\'s production, cultivation practice / water management, predominant source of income of the household, land tenure type, crop diversity, agricultural surface expansion, and the presence of forest cover. They are based on the primary data of the full, latest available agricultural census in Mexico and corresponding official land use / land cover data. The second dataset consists of four food security indicators designed and built for the first food security model in Mexico that incorporates food availability, food accessibility and food utilization aspects. They include the Food Self-sufficiency Index (the balance between food production and food consumption), the Food Access Index (inversely related to marginalization), the Entitlement to Public Health Care index, and the Undernutrition Infrequency index (related to hospital sickness records). We provide the path tables and diagrams that describe the links between the agricultural structure and food security. These diagrams provide the first nationwide statistical evidence for the prominent role of smallholder agriculture in rural food security at the national level and at ecoregion scale for a country of the global South. In order to further investigate the structure of the agricultural production units and their relationships with socio-economic, territorial and landscape data, artificial intelligence (i.e. data mining and machine learning) techniques could be performed on this compendium of datasets. The food security data may stir the development of more food security models in Mexico in relation to other drivers such as consumption habits and non-agricultural activities of rural households.
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  • 文章类型: Journal Article
    在这项研究中,提出了一种不精确的模糊柔性左侧机会约束规划(IFLCCP)方法,用于优化不确定性下的农业非点源水质管理问题。所开发的方法可以解决系统模糊柔性在各种决策要求和随机参数出现在左侧的约束下产生的复杂不确定性。处理好水质保护与农业系统经济发展之间的矛盾。IFLCCP模型是通过将不精确的左侧机会约束规划纳入区间模糊灵活规划框架来制定的。在环境约束的不同置信水平下,对IFLCCP获得的决策方案进行了分析。结果表明,随着环境约束置信系数(1-pi)的增加,农作物种植业和养殖业的规模减小,为了满足污染物排放限制,这导致方案1到3的系统净收益减少。同时,引入区间控制变量λ±,以量化目标函数和约束条件的总体满意度,得到最优调整,以保证净收益尽可能接近上限。IFLCCP能够在不同的可接受环境风险水平下提供具有高系统效益的管理方案,充分考虑决策者的环境管理要求。本研究是IFLCCP模型在农业水质管理问题上的新应用,证明其适用于高度复杂和不确定性的实际环境问题。
    In this study, an inexact fuzzy-flexible left-hand-side chance-constrained programming (IFLCCP) method is proposed for optimizing an agricultural nonpoint-source water quality management problem under uncertainty. The developed method can address complex uncertainties resulted from system fuzzy flexible under various level of decision-making requirements and randomness parameters appeared on the left-hand side of the constraints, and deal with the conflict between water quality protection and agricultural system economic development. The IFLCCP model is formulated through incorporating inexact left-hand-sided chance-constrained programming into interval fuzzy flexible programming framework. The decision schemes obtained by the IFLCCP are analyzed under scenarios at different confidence level of environmental constraint. The results demonstrate that the scale of crop planting and breeding industries reduces as the confidence coefficient of environmental constraint (1-pi) increases, in order to satisfy pollutant discharge constraints, which results in the reduction of the system net benefit from scenarios 1 to 3. Meanwhile, the interval control variables λ± are introduced for quantifying the degrees of overall satisfaction for the objective function and the constraints, which get optimal adjustment to guarantee the net benefit to be as close as possible to the upper bound. The IFLCCP is able to provide management schemes with high system benefits under different levels of acceptable environmental risk, taking full consideration of decision makers\' environmental management requirements. This study is a new application of the IFLCCP model to agricultural water quality management problem, demonstrating its applicability to practical environmental problems with high complexity and uncertainty.
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  • 文章类型: Journal Article
    农业生命周期评价(LCA)是对农业系统各阶段农资生产经营活动进行定量评价和分析的有效工具。基于生命周期的概念,它全面总结了农业对环境的影响,这是促进农业可持续发展和绿色发展的有效工具。近年来,农业LCA已广泛用于农业生态系统的资源和环境影响分析。然而,农业LCA仍然存在一些挑战,即,环境影响评价指标体系有待完善,在不同生产模式下的应用有限,与其他模式的结合研究需要更多的关注。本文讨论了上述挑战,并为科学发展和实际实施中的改进提出了研究重点。总之,需要进一步的研究来构建区域异质性数据库,并开发创新的方法来开发更有意义的农产品功能单元,以补充其他模型的LCA。这些努力将使农业LCA在环境影响评估中更加强大和有效,以支持从单个农场到区域或(国际)国家的决策,以实现农业的可持续未来。
    Agricultural Life Cycle Assessment (LCA) is an effective tool for the quantitative evaluation and analysis of agricultural materials production and operation activities in various stages of the agricultural system. Based on the concept of life cycle, it comprehensively summarizes the impact of agriculture on the environment, which is an effective tool to promote the sustainability and green development of agriculture. In recent years, agricultural LCA has been widely used in the agroecosystem for resource and environmental impacts analysis. However, some challenges still exist in agricultural LCA, i.e., the environmental impact assessment index system needs to be improved; its application in different production mode is limited; and combination research with other models needs more attention. This paper discusses the above-mentioned challenges and recommends research priorities for both scientific development and improvements in practical implementation. In summary, further research is needed to construct a regional heterogeneity database and develop innovated methodologies to develop more meaningful functional units for agricultural products to complement LCA by other models. These efforts will make agricultural LCA more robust and effective in environmental impacts assessment to support decision making from individual farm to regional or (inter)national for the sustainable future of agriculture.
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