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Benefits and barriers to the adoption of climate-smart agriculture practices in West Africa: A systematic review 西非采用气候智能型农业做法的益处和障碍:系统回顾
Pub Date : 2024-06-26 DOI: 10.1002/cli2.79
Thomas Peprah Agyekum, Philip Antwi-Agyei, Andrew J. Dougill, Lindsay C. Stringer

Climate-smart agriculture (CSA) serves as a credible mechanism to simultaneously address food security, climate change, and agricultural productivity. Despite the widespread adoption of CSA approaches across West Africa, many countries have still not been able to resolve the problems of food insecurity and rural poverty. This systematic review evaluates published evidence on the types of CSA practices, the determinants and benefits of adoption, and the barriers confronting the adoption of CSA practices across West Africa, following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement checklist. Articles published in English from January 2010 to March 2023 investigating the benefits of and barriers to the adoption of CSA practices in West Africa were retrieved from ScienceDirect, Web of Science, and Scopus databases. The methodological quality of studies was assessed using Joanna Briggs Institute critical appraisal tools for use in systematic reviews. The themes emerging from the articles were extracted, and a summary was provided to illustrate each theme. After applying the eligibility criteria, 12 articles were included in the final review. The studies reviewed revealed that farmers used more knowledge-, water-, carbon-, and nitrogen-smart practices, compared to weather- and energy-smart practices. Across the reviewed papers, factors such as the education level of farmers, age, gender, household size, membership of a social group, agricultural extension services, and access to credit/financial resources influenced CSA adoption. The reviewed studies identified that farmers who used CSA practices reported benefits such as improved soil fertility, higher yield, improved household income, climate resilience (such as overcoming the effects of drought and extreme temperatures), and food security. Some farmers adopted CSA practices to reduce the effect of droughts and high temperatures on their crops, and thus increase their resilience to climate variability and change. However, farmers’ adoption is confronted with challenges related to the technicality of some CSA practices, high cost of labor for CSA implementation, lack of credit and government support, limited access to weather and climate information, limited information about CSA options, high illiteracy level of smallholder farmers, and incompatibility of some practices with farmers’ crop of interest. Our findings show that most CSA practices in the studies we reviewed are not well targeted to meet farmers’ crop of interest, and that governments should provide more practical training to enhance farmers’ understanding of CSA practices, especially those related to weather- and energy-smart initiatives. There should also be more robust financial and institutional support to improve the adoption and usage of CSA practices at all levels. Additionally, socio-cultural factors such as values, customs, and beliefs should be properly integrated into CSA plans as they influen

气候智能型农业(CSA)是同时解决粮食安全、气候变化和农业生产力问题的可靠机制。尽管整个西非广泛采用了 CSA 方法,但许多国家仍无法解决粮食不安全和农村贫困问题。本系统性综述按照《系统性综述和元分析首选报告项目》声明核对表,对已发表的证据进行了评估,内容涉及 CSA 实践的类型、采用的决定因素和益处,以及在西非采用 CSA 实践所面临的障碍。从 ScienceDirect、Web of Science 和 Scopus 数据库中检索了 2010 年 1 月至 2023 年 3 月间发表的英文文章,这些文章调查了在西非采用 CSA 方法的益处和障碍。采用乔安娜-布里格斯研究所(Joanna Briggs Institute)用于系统综述的批判性评估工具对研究的方法学质量进行了评估。提取了文章中出现的主题,并对每个主题进行了总结说明。在应用了资格标准后,有 12 篇文章被纳入最终综述。所审查的研究表明,与天气和能源智能型实践相比,农民使用了更多的知识、水、碳和氮智能型实践。在所审查的论文中,农民的教育水平、年龄、性别、家庭规模、社会团体成员、农业推广服务以及获得信贷/金融资源的机会等因素都会影响 CSA 的采用。经审查的研究发现,采用 CSA 实践的农民报告的益处包括土壤肥力提高、产量增加、家庭收入增加、气候适应能力增强(如克服干旱和极端温度的影响)以及粮食安全。一些农民采用了 CSA 实践,以减少干旱和高温对作物的影响,从而提高对气候多变性和气候变化的适应能力。然而,农民在采用这些做法时也遇到了一些挑战,如某些 CSA 做法的技术性、实施 CSA 的劳动力成本高、缺乏信贷和政府支持、获取天气和气候信息的途径有限、有关 CSA 选择的信息有限、小农文盲率高以及某些做法与农民感兴趣的作物不相容等。我们的研究结果表明,在我们审查的研究中,大多数 CSA 实践并没有很好地针对农民感兴趣的作物,政府应提供更多实用培训,以提高农民对 CSA 实践的理解,尤其是那些与天气和能源智能举措相关的实践。此外,还应提供更有力的财政和制度支持,以便在各个层面更好地采纳和使用 CSA 实践。此外,价值观、习俗和信仰等社会文化因素也应适当纳入 CSA 计划,因为它们会影响 CSA 实践的采用。
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引用次数: 0
Mind the gap: The fissure between aspirations and actions in climate change governance at a local government level: A study of the Eastern Cape Province of South Africa 注意差距:地方政府在气候变化治理方面的愿望与行动之间的鸿沟:对南非东开普省的研究
Pub Date : 2024-05-01 DOI: 10.1002/cli2.72
Siyaxola Ernest Gadu, Richard Kwame Adom, Mulala Danny Simatele

It is no longer a myth that climate change-related disasters are on the rise globally, with severe and devastating consequences in developing countries, particularly in Sub-Saharan Africa, where many of the world's poor people reside. Thus, the emphasis on adaptation to climate change is no longer a choice or a deferred problem into the future, but rather an urgent matter of concern which must be considered a policy priority. As a response to retrogressive climate change challenges on social-economic development and environmental degradation, the government of South Africa has in the last two and half decades, embarked on the progressive formulation of different policy instruments and strategic frameworks to curb and minimize the impacts of climate change on all sub-sectors of the economy. Although much remains to be achieved, some level of success has been realized, particularly in the space of policy formulation, albeit the poor record of implementation. Using research methods inspired by the tradition of qualitative research and an appraisal of existing literature, this paper discusses the complexities of climate change adaptation governance at a local government level in South Africa, focusing on the Eastern Cape Province. It is argued in the paper that one of the major challenges for climate change governance at local municipality levels in South Africa emanates from the gap between aspirations and actions across the entire national governance system. The absence of an integrated climate change governance system has posed significant systemic challenges, and these have tended to constrain decision-making and implementation processes. These issues have been discussed within the broader discourse of the sustainable development goals, particularly goals number 13, 16 and 17.

在全球范围内,与气候变化相关的灾害在不断增加,给发展中国家,特别是撒哈拉以南非洲地区带来了严重的破坏性后果,而世界上许多穷人都居住在那里,这已不再是神话。因此,强调适应气候变化不再是一种选择,也不再是一个推迟到未来解决的问题,而是一个必须优先考虑的紧迫问题。为了应对气候变化对社会经济发展和环境退化带来的倒退性挑战,南非政府在过去的二十五年里着手逐步制定不同的政策工具和战略框架,以遏制和最大限度地减少气候变化对所有经济分部门的影响。尽管还有许多工作要做,但已经取得了一定程度的成功,特别是在政策制定方面,尽管执行记录不佳。本文采用受传统定性研究启发的研究方法,并通过对现有文献的评估,讨论了南非地方政府层面气候变化适应治理的复杂性,重点关注东开普省。本文认为,南非地方市政当局气候变化治理面临的主要挑战之一来自于整个国家治理体系中愿望与行动之间的差距。缺乏一个综合的气候变化治理系统带来了重大的系统性挑战,而这些挑战往往会制约决策和实施进程。这些问题已在可持续发展目标,特别是第 13、16 和 17 项目标的广泛讨论中进行了讨论。
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引用次数: 0
The future is transient: Barriers and opportunities for improved UK water resource climate change assessments using the enhanced Future Flows and Groundwater (eFLaG) climate service products 未来是短暂的:利用增强型未来流量和地下水(eFLaG)气候服务产品改进英国水资源气候变化评估的障碍与机遇
Pub Date : 2024-04-03 DOI: 10.1002/cli2.69
Mason Durant, Eleanor Hall, Anna Morris, Grace Walburn, Amy Wilcox, Chris Counsell

UK water resources face a number of challenges when planning for an uncertain future. Climate change impacts and what future droughts might look like can be a significant contributor to this uncertainty. Recent and potential future developments (e.g. ever-finer resolutions) in climate modelling offer the potential for running bias-corrected transient future scenarios through hydrological, hydrogeological and water supply models, providing users with droughts of differing severity, frequency, spatial extent and duration to those experienced historically, incorporating changes over time and an understanding of climate model uncertainty. The recent enhanced Future Flows and Groundwater (eFLaG) project sought to demonstrate a climate service using these transient scenarios, with the aim of enhancing the resilience of the water industry to drought events and complementing existing approaches. The project demonstrated the use of this transient climate change information within a water resource setting, using a variety of hydrological and water resource models to help illuminate potential gaps and issues with such an approach. If we are to realise the potential of transient scenarios, a number of barriers – both scientific and organisational – need to be overcome. We present a road map for the future based on outcomes from the eFLaG project, as well as ways the eFLaG projections could be used to improve system resilience in the present.

在为不确定的未来进行规划时,英国的水资源面临着许多挑战。气候变化的影响以及未来干旱可能出现的情况是造成这种不确定性的重要原因。气候建模的最新发展和未来可能的发展(如不断细化的分辨率)为通过水文、水文地质和供水模型运行经过偏差校正的瞬态未来情景提供了可能性,为用户提供了与历史上不同严重程度、频率、空间范围和持续时间的干旱,并纳入了随着时间推移而发生的变化以及对气候模型不确定性的理解。最近的增强型未来流量和地下水(eFLaG)项目试图利用这些瞬态情景演示气候服务,目的是提高水行业对干旱事件的适应能力,并对现有方法进行补充。该项目利用各种水文和水资源模型,演示了在水资源环境中如何使用这种瞬态气候变化信息,以帮助阐明这种方法可能存在的差距和问题。如果我们要实现瞬态情景的潜力,就需要克服科学和组织方面的许多障碍。我们在 eFLaG 项目成果的基础上提出了未来的路线图,并介绍了如何利用 eFLaG 预测来提高当前系统的复原力。
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引用次数: 0
Climate change and ecological sustainability in Zimbabwe: Interrogating the role of Higher Education Institutions in disaster management 津巴布韦的气候变化与生态可持续性:探讨高等教育机构在灾害管理中的作用
Pub Date : 2024-04-02 DOI: 10.1002/cli2.68
Mavis Thokozile Macheka

Zimbabwe has been hit by a number of cyclones in the last two decades, namely Cyclone Eline in 2000, Cyclone Japhet in 2003, Cyclone Dineo in 2017, Cyclone Idai in 2019, Tropical Storm Chalane in 2020, Cyclone Eloise in 2021, Cyclone Ana in 2022 and Cyclone Freddy in 2023. Resultantly, the issue of ecological sustainability becomes a key priority issue in the country, and thus, all key stakeholders’ participation becomes imperative. Against this background, the study interrogates the level of participation and inclusion of Higher Education Institutions (HEIs) in climate change and disaster management in Zimbabwe. This qualitative research adopted a mixed research approach where data were gathered and generated through self-administered and online questionnaires, focus group discussions, key informant interviews and document review. Findings revealed that the available laws, structures and mechanisms for climate change management and disaster prevention do not have provision for the participation of HEIs. The study further established mixed views among the participants regarding the efforts by HEIs in climate change and disaster management. On one hand, academics and students highlighted roles of HEIs in climate change management, and these include material donations, knowledge creation, training community on climate mainstreaming, awareness campaigns, leading climate change adaptation projects, leading climate change mitigation projects and testing and deployment of innovative practices. On the other, communities voiced their concern on the low level of participation by HEIs. Results illustrate that HEIs do not fully participate in ecological sustainability outside the academia realm. Therefore, the study concludes that in order to realize ecological sustainability, these policy gaps and inconsistences and failures could be bridged by allowing HEIs as centres of knowledge creation to be key players in climate change and disaster management. The ‘business as usual’ approach to environmental challenges could be changed to being key players in addressing climate change issues.

在过去二十年中,津巴布韦遭受了多次气旋袭击,即 2000 年的艾琳气旋、2003 年的贾菲特气旋、2017 年的迪尼奥气旋、2019 年的伊代气旋、2020 年的热带风暴查拉内、2021 年的埃洛伊丝气旋、2022 年的安娜气旋和 2023 年的弗雷迪气旋。因此,生态可持续性问题已成为该国的一个关键优先问题,所有关键利益相关方的参与也变得势在必行。在此背景下,本研究探讨了津巴布韦高等教育机构(HEIs)在气候变化和灾害管理方面的参与和融入程度。这项定性研究采用了混合研究方法,通过自填和在线问卷、焦点小组讨论、关键信息提供者访谈和文件审查来收集和生成数据。研究结果表明,现有的气候变化管理和灾害预防法律、结构和机制并没有规定高等院校的参与。研究进一步确定了参与者对高等院校在气候变化和灾害管理方面所做努力的不同看法。一方面,学者和学生强调了高等院校在气候变化管理中的作用,其中包括物资捐赠、知识创造、气候主流化社区培训、宣传活动、领导气候变化适应项目、领导气候变化减缓项目以及测试和部署创新做法。另一方面,社区对高等院校参与程度低表示关切。研究结果表明,高等院校并未充分参与学术领域之外的生态可持续性活动。因此,研究得出结论,为了实现生态可持续性,可以通过让高等院校作为知识创造中心成为气候变化和灾害管理的主要参与者来弥补这些政策差距、不一致和失败。可以改变应对环境挑战的 "一切照旧 "的做法,使其成为解决气候变化问题的主要参与者。
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引用次数: 0
Drivers of adaptive capacity of rural women farmers: The role of climate action and information mediums in rural Ghana 农村女农民适应能力的驱动因素:加纳农村地区气候行动和信息媒介的作用
Pub Date : 2024-03-19 DOI: 10.1002/cli2.67
Amma Birago Kantanka Gyimah, Philip Antwi-Agyei, Gifty Adom-Asamoah, Frank Baffour-Ata

Gender-differentiated roles, responsibilities, access, rights, and knowledge gaps shape women's vulnerability to climate change. This is especially critical for women farmers whose livelihoods are climate-dependent. A key component in building women farmers’ resilience to climate change is deepening their adaptive capacity. Therefore, this research sought to measure the adaptive capacity of women farmers from two unique districts of Ghana using the sustainable livelihood capitals and investigate how access to climate information and the uptake of climate action can influence women's adaptive capacity. Rural women farmers (n = 497) were interviewed through a survey and supported with key informant interviews from six agricultural staff at the selected districts. The adaptive capacity of respondents was rated moderate at 0.405. Differences between the adaptive capacity of women from different agroecological zones (Dormaa East—0.422; East Gonja—0.388) were statistically insignificant (p > 0.05). All climate information mediums except the TV medium had a significant prediction on women farmers’ adaptive capacity. The odds of a decreasing relationship of predictor variables, such as extension officer medium, radio, and adaptation action, require strategic structuring to accrue holistic benefit. The study thus recommends deepening women's benefit from extension services by attracting and retaining female extensionists, while training extensionists on tailored techniques for engaging female farmers. Again, extensionists who report high outreach to female farmers should be incentivized. Traditional and modern Information and Communication Technology mediums must be explored and integrated as alternatives. Co-benefit practices for both adaptation and mitigation should be encouraged among women farmers to deepen climate action.

不同性别的角色、责任、获取途径、权利和知识差距决定了妇女面对气候变化时的脆弱性。这对于生计依赖气候的女性农民来说尤为重要。增强女性农民应对气候变化的能力的一个关键要素是深化她们的适应能力。因此,本研究试图利用可持续生计资本来衡量加纳两个独特地区女农民的适应能力,并调查获取气候信息和采取气候行动如何影响妇女的适应能力。通过调查对农村女农民(n=497)进行了访谈,并对选定地区的六名农业工作人员进行了关键信息提供者访谈。受访者的适应能力被评为中等,为 0.405。来自不同农业生态区(东多尔马-0.422;东贡贾-0.388)的妇女的适应能力之间的差异在统计学上并不显著(p > 0.05)。除电视媒体外,其他气候信息媒体对女性农民适应能力的预测均有显著影响。推广人员媒介、广播和适应行动等预测变量之间存在递减关系的几率需要进行战略性调整,以获得整体效益。因此,研究建议通过吸引和留住女性推广人员,同时对推广人员进行有针对性的技术培训,以吸引女性农民参与,从而加深妇女从推广服务中获益。同样,应激励那些向女性农民提供大量服务的推广人员。必须探索传统和现代信息与通信技术媒介,并将其作为替代方案加以整合。应鼓励女农民采取适应和减缓的共同受益做法,以深化气候行动。
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引用次数: 0
Applying ensemble climate models to predict the fate of marginal coral reefs already existing at thermal and turbidity limits in arid tropical Australia 应用集合气候模型预测澳大利亚干旱热带地区已处于热极限和浊度极限的边缘珊瑚礁的命运
Pub Date : 2024-02-07 DOI: 10.1002/cli2.66
Paula Cartwright, Nicola Browne, Peter Fearns, Mick O'Leary, Ryan Lowe

Marine fauna, including coral reefs, exist under particular oceanographic and meteorological (metocean) processes that maintain water quality within the range limits to which they have adapted over millennia. Climate-induced changes to these metocean processes could alter ambient marine water quality to ranges beyond those limits and at rates faster than species can adapt. Extreme (or marginal) coral reefs, such as those in arid tropical regions, already exist at the limits of their ranges for water quality parameters such as temperature and turbidity. Here, we apply projected anomalies from ensemble climate models to the metocean processes that drive turbidity in the Exmouth Gulf region of north Western Australia where habitats of significant environmental value exist. We also apply projected sea surface temperature anomalies to look at how a combined effect of turbidity and temperature might impact important habitats. We find that turbidity is predicted to increase in some parts of the Gulf and decrease in others due to differing metocean drivers of turbidity throughout the region. Temperature anomalies reveal year-round increases in temperature consistent with current summer marine heat wave events (>2.5°C above mean temperatures). Climate models used in the predictions varied between themselves underscoring the importance of model choice and of using ensembles.

包括珊瑚礁在内的海洋动物群存在于特定的海洋和气象(元海洋)过程中,这些过程将水质维持在它们千百年来所适应的范围内。气候引起的这些海洋过程的变化可能会改变海洋环境水质,使其超出这些限制范围,其速度超过物种的适应能力。极端(或边缘)珊瑚礁,如干旱热带地区的珊瑚礁,已经处于温度和浊度等水质参数的极限范围。在此,我们将集合气候模型预测的异常现象应用于西澳大利亚北部埃克斯茅斯海湾地区驱动浊度的元海洋过程,该地区存在具有重要环境价值的栖息地。我们还应用了预测的海面温度异常,以研究浊度和温度的综合效应可能会如何影响重要的栖息地。我们发现,由于整个海湾地区浊度的元海洋驱动因素不同,预计海湾某些地区的浊度会增加,而另一些地区的浊度会降低。温度异常显示温度全年上升,与当前夏季海洋热浪事件一致(比平均温度高出 2.5°C)。预测中使用的气候模式各不相同,突出了选择模式和使用集合模式的重要性。
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引用次数: 0
A drought and heat risk assessment framework for urban green infrastructure 城市绿色基础设施干旱和高温风险评估框架
Pub Date : 2024-01-08 DOI: 10.1002/cli2.63
Raghid Shehayeb, Regine Ortlepp, Jochen Schanze

Urban green infrastructure (UGI) is a prominent concept toward climate adaptation and urban resilience, but it is also affected by droughts and heat. Hence, this study aims to advance the multi-assessment of drought and heat risks (DHRs) for UGI through the DHR assessment framework with conceptual and methodological features, paving the way toward knowledge creation and decision support. The framework was systematically developed, starting with defining the situation, analyzing concepts, and finally, constructing the framework. The situation is interpreted as a coupled human and natural system to represent the biophysical and immaterial elements, processes, and interrelations. Further, the concepts of risk, UGI, and ecosystem services lead to a risk system showing the compound hazards, the exposure, and the cascading vulnerabilities of the UGI. The DHR assessment framework distinguishes two stages, multi-risk analysis and multi-criteria risk evaluation. The analysis includes the definition and interpretation of the UGI situation under drought and heat conditions, analyzing the hazards, exposures, and vulnerabilities of the system, and translating the risk system into an indicator-based information system. Hereby, the vulnerability analysis of the biophysical UGI aspects comprises the susceptibility and resilience of UGI entities, as well as the degree to which providing ecosystem functions and services can be affected. The multi-criteria risk evaluation covers the assignment of thresholds and weights for indicators, in addition to the aggregation methods. The resulting framework intends to support local actors in the risk assessment of current and future conditions, fostering evidence-based decisions and interventions to deal with compound DHRs.

城市绿色基础设施(UGI)是适应气候和提高城市抗灾能力的一个重要概念,但它也受到干旱和高温的影响。因此,本研究旨在通过具有概念和方法特征的干旱和高温风险评估框架,推进城市绿色基础设施干旱和高温风险(DHRs)的多重评估,为知识创造和决策支持铺平道路。该框架是系统开发的,从定义情况开始,分析概念,最后构建框架。情况被解释为一个人类和自然的耦合系统,代表生物物理和非物质元素、过程和相互关系。此外,风险、UGI 和生态系统服务的概念导致形成了一个风险系统,显示了 UGI 的复合危害、暴露程度和逐级脆弱性。DHR 评估框架分为两个阶段:多重风险分析和多重标准风险评估。分析包括定义和解释干旱和高温条件下的 UGI 状况,分析系统的危害、暴露和脆弱性,并将风险系统转化为基于指标的信息系统。因此,UGI 生物物理方面的脆弱性分析包括 UGI 实体的易感性和复原力,以及提供生态系统功能和服务可能受到影响的程度。多标准风险评估包括指标阈值和权重的分配,以及汇总方法。由此产生的框架旨在支持地方行动者对当前和未来条件进行风险评估,促进循证决策和干预措施,以应对复杂的干旱和半干旱问题。
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引用次数: 0
Energy harvester reliability study by Gaidai reliability method 利用盖代可靠性方法研究能量收集器的可靠性
Pub Date : 2024-01-03 DOI: 10.1002/cli2.64
Oleg Gaidai, Jiayao Sun, Fang Wang

This study validates a novel structural reliability method, particularly suitable for high-dimensional green energy harvesting device dynamic systems, versus a well-established bivariate statistical method, known to accurately predict two-dimensional system extreme response contours. Classic reliability methods dealing with time series do not always have an advantage of dealing easily with dynamic system high dimensionality, along with complex cross-correlations among different system components. Energy harvesters constitute an important part of modern offshore green energy engineering; hence, proper experimental study along with safety and reliability analysis are of practical design and engineering importance. To study the performance of galloping energy harvesters, a series of laboratory wind tunnel tests have been conducted, selecting different wind speeds. This study illustrates the usage of the advocated novel reliability method, by analyzing bivariate statistics of experimental galloping energy harvester's dynamics. The bivariate statistics was extracted from available experimental results, more specifically for the device's voltage-force dataset. Advantage of the proposed methodology being that relatively short experimental data record may still yield meaningful design results, provided proper statistical methods have been applied. Safety and reliability are important engineering concerns for all kinds of green energy devices. In the case of measured device's structural response, an accurate prediction of system failure or damage probability is possible, as illustrated in this study. Distinctive advantage of advocated novel semi-analytical reliability methodology being the fact that it can tackle dynamic systems with practically unlimited number of dimensions (or components), along with complex nonlinear cross-correlations between different system key components.

本研究验证了一种新颖的结构可靠性方法,这种方法特别适用于高维绿色能量收集装置动态系统,与之相比,一种成熟的二元统计方法可准确预测二维系统的极端响应轮廓。处理时间序列的传统可靠性方法并不总能轻松处理动态系统的高维度以及不同系统组件之间的复杂交叉相关性。能量收集器是现代海上绿色能源工程的重要组成部分;因此,适当的实验研究以及安全和可靠性分析在实际设计和工程中具有重要意义。为了研究奔腾式能量收集器的性能,我们选择不同的风速进行了一系列实验室风洞试验。本研究通过分析试验性奔腾式能量收集器动态的双变量统计数据,说明了所倡导的新型可靠性方法的使用情况。双变量统计是从现有的实验结果中提取的,特别是针对设备的电压-力数据集。所提方法的优势在于,只要应用了适当的统计方法,相对较短的实验数据记录仍可产生有意义的设计结果。安全性和可靠性是各种绿色能源设备在工程设计中需要关注的重要问题。如本研究所示,在测量设备结构响应的情况下,可以准确预测系统故障或损坏的概率。所倡导的新型半分析可靠性方法的独特优势在于,它可以处理维度(或组件)数量几乎不受限制的动态系统,以及不同系统关键组件之间复杂的非线性交叉关系。
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引用次数: 0
The effect of climate change on crop yield anomaly in Europe 气候变化对欧洲作物产量异常的影响
Pub Date : 2023-12-21 DOI: 10.1002/cli2.61
Miriam Schmidt, Elizaveta Felsche

Every human needs sufficient, safe, and nutritious food to live an active and healthy life. Climate change, especially more frequent extreme climate events, increasingly affects crop yields. Unpredictable losses in crop production pose a high risk to our food systems, thus threatening agricultural producers and consumers worldwide. This study analyzes the effect of climate change on wheat, maize, and barley yield anomalies for the major producing countries in the EU. Applying the Random Forest machine learning model, climate indicators, comprising mean and extreme climate conditions, explain 18% of crop yield anomalies across crops and countries from 1961 to 2020. The predictive power of climate indicators is highest for maize with 24%, followed by barley with 22% and wheat with 3%. However, mean climate indicators are stronger associated with crop yield anomalies than extreme climate indicators. Temperature- and soil moisture–related indicators are more important than precipitation-related indicators. The results reveal a nonlinear relationship between climate indicators and crop yields. Thresholds lead to a sharp decrease or increase in crop yields. Under SSP3-7.0, rising temperatures tend to increase crop yield losses until 2100 without effective adaptation measures. The impact of changing soil moisture–related indicators depends on crop and country. Our study discusses adaptation strategies but also emphasizes the relevance of global mitigation efforts to reduce climate-induced crop risk and to improve our food system's resilience.

每个人都需要充足、安全和有营养的食物,才能过上积极健康的生活。气候变化,尤其是更加频繁的极端气候事件,对作物产量的影响越来越大。无法预测的农作物产量损失给我们的粮食系统带来了巨大风险,从而威胁着全球的农业生产者和消费者。本研究分析了气候变化对欧盟主要生产国的小麦、玉米和大麦产量异常的影响。应用随机森林机器学习模型,气候指标(包括平均气候条件和极端气候条件)解释了 1961 年至 2020 年期间不同作物和国家 18% 的作物产量异常。气候指标对玉米的预测能力最高,为 24%,其次是大麦(22%)和小麦(3%)。然而,与极端气候指标相比,平均气候指标与作物产量异常的相关性更强。温度和土壤水分相关指标比降水相关指标更重要。研究结果表明,气候指标与作物产量之间存在非线性关系。阈值会导致作物产量急剧下降或增加。在 SSP3-7.0 条件下,如果不采取有效的适应措施,气温上升往往会增加作物产量损失,直至 2100 年。土壤湿度相关指标变化的影响取决于作物和国家。我们的研究讨论了适应战略,但同时也强调了全球减缓努力的相关性,以降低气候引起的作物风险,提高我们粮食系统的抗灾能力。
{"title":"The effect of climate change on crop yield anomaly in Europe","authors":"Miriam Schmidt,&nbsp;Elizaveta Felsche","doi":"10.1002/cli2.61","DOIUrl":"10.1002/cli2.61","url":null,"abstract":"<p>Every human needs sufficient, safe, and nutritious food to live an active and healthy life. Climate change, especially more frequent extreme climate events, increasingly affects crop yields. Unpredictable losses in crop production pose a high risk to our food systems, thus threatening agricultural producers and consumers worldwide. This study analyzes the effect of climate change on wheat, maize, and barley yield anomalies for the major producing countries in the EU. Applying the Random Forest machine learning model, climate indicators, comprising mean and extreme climate conditions, explain 18% of crop yield anomalies across crops and countries from 1961 to 2020. The predictive power of climate indicators is highest for maize with 24%, followed by barley with 22% and wheat with 3%. However, mean climate indicators are stronger associated with crop yield anomalies than extreme climate indicators. Temperature- and soil moisture–related indicators are more important than precipitation-related indicators. The results reveal a nonlinear relationship between climate indicators and crop yields. Thresholds lead to a sharp decrease or increase in crop yields. Under SSP3-7.0, rising temperatures tend to increase crop yield losses until 2100 without effective adaptation measures. The impact of changing soil moisture–related indicators depends on crop and country. Our study discusses adaptation strategies but also emphasizes the relevance of global mitigation efforts to reduce climate-induced crop risk and to improve our food system's resilience.</p>","PeriodicalId":100261,"journal":{"name":"Climate Resilience and Sustainability","volume":"3 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2023-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/cli2.61","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138949456","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Building climate resilience through crop residue utilization: Experiences of Ghanaian smallholder farmers 通过作物残茬利用建立气候适应能力:加纳小农的经验
Pub Date : 2023-05-30 DOI: 10.1002/cli2.55
Philip Antwi-Agyei, Jonathan Atta-Aidoo, Lawrence Guodaar, Andrew Dougill

A major limiting factor affecting the uptake of conservation agriculture practices in smallholder farming systems in sub-Saharan Africa is the limited availability of sufficient crop residues for use as surface mulch. This paper assesses the trade-offs in crop residue utilization among smallholder farmers and its implications for soil management in the face of climate change risks in northern Ghana. The paper triangulated data from 350 household surveys with participatory key informant interviews from seven selected communities in three districts of northern Ghana. The problem confrontation index (PCI) was adopted to identify and rank the challenges associated with farmers’ decision to use crop residues, while a multivariate probit model was used to analyse and predict the factors that influence farmers’ choice of crop residue management practices. Results showed that crop residues were used as cooking fuel in households (21%), livestock feed (21%), left on the farm to decompose as mulch (34%) or burned to clear the land (24%). Key challenges identified included high labour cost (PCI = 404), high labour intensity (PCI = 388), the cost and transport for collection and storage of externally sourced crop residue (PCI = 383) and the low benefit from crop residue to farm output/soil fertility (PCI = 339). Results from the multivariate probit model revealed that household and farm variables, institutional and socio-psychological factors, and experience of some climate shocks all influence farmers’ choice of crop residue management practices. Crop residue use and management practices adopted were determined by factors including the crops being grown, challenges faced by farmers and the management options available. The study recommends the need for the Government of Ghana to empower farmers through the provision of technical knowledge and machinery for the sustainable utilization of crop residues due to the high labour intensity and cost associated with such practices.

影响撒哈拉以南非洲小农农业系统采用保护性农业做法的一个主要限制因素是可用作地表覆盖物的作物残茬有限。本文评估了加纳北部小农在面对气候变化风险时对作物残茬利用的权衡及其对土壤管理的影响。本文对来自加纳北部3个地区的7个选定社区的350个家庭调查和参与性关键信息提供者访谈的数据进行了三角测量。采用问题对抗指数(PCI)来识别与农民决定使用作物残留物相关的挑战并对其进行排序,同时使用多变量概率模型来分析和预测影响农民选择作物残留物管理做法的因素。结果显示,农作物秸秆被用作家庭烹饪燃料(21%)、牲畜饲料(21%)、留在农场分解为地膜(34%)或焚烧以清理土地(24%)。确定的主要挑战包括高劳动力成本(PCI = 404)、高劳动强度(PCI = 388)、收集和储存外部来源作物残渣的成本和运输(PCI = 383)以及作物残渣对农业产出/土壤肥力的低效益(PCI = 339)。多变量probit模型的结果显示,家庭和农场变量、制度和社会心理因素以及某些气候冲击的经历都会影响农民对作物残留管理做法的选择。采用的作物残茬利用和管理做法取决于多种因素,包括种植的作物、农民面临的挑战和现有的管理选择。该研究报告建议,加纳政府有必要通过提供技术知识和机械来增强农民的能力,以便可持续地利用作物残茬,因为这种做法的劳动强度高,成本高。
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Climate Resilience and Sustainability
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