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A time of emergence (TOE) analysis on the impact and uncertainty of global warming on Korean peak summers 全球变暖对韩国夏季高峰的影响和不确定性的出现时间 (TOE) 分析
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-27 DOI: 10.1007/s10584-024-03766-7
Jihun Ryu, Shih-Yu (Simon) Wang, Jin-Ho Yoon

In recent years, South Korea has experienced a notable escalation in the intensity and frequency of summer heat. To quantitatively gauge the impact of global warming on Korean summers, this study employs the Time of Emergence (TOE) method, assessing when the effects of global warming surpass natural climate variability. Determining a precise regional TOE is challenging due to disparities between modeled climates and observations. For peak summer seasons (July and August), TOE estimates range from the 2010s to the early 2030s in Shared Socioeconomic Pathways (SSP) 5-8.5, suggesting an imminent or already reached TOE. However, for the same scenario, different methodologies and datasets project the TOE to the late 21st century, suggesting the existence of uncertainty in the TOE. One reason for this uncertainty is the discrepancies identified between climate models and observations, which suggest that climate models could delay the TOE beyond the present time. Furthermore, from 1959 to 2014, global warming accounts for less than 10% of the observed temperature. Despite this, the strengthening of global warming signals is confirmed, leading to the expectation of more extreme events than those seen in the 2018 heat wave. This raises questions about current estimates of TOE and emphasizes the need for robust climate modeling to inform effective climate action.

近年来,韩国夏季高温的强度和频率明显增加。为了定量评估全球变暖对韩国夏季的影响,本研究采用了 "出现时间(TOE)"方法,评估全球变暖的影响何时超过自然气候变异。由于模拟气候与观测数据之间存在差异,因此确定精确的区域TOE具有挑战性。对于夏季高峰季节(7 月和 8 月),在共享社会经济路径(SSP)5-8.5 中,TOE 估计值从 2010 年代到 2030 年代初不等,表明即将或已经达到 TOE。然而,对于同一情景,不同的方法和数据集将 TOE 预测到 21 世纪末,这表明 TOE 存在不确定性。造成这种不确定性的原因之一是气候模式与观测数据之间存在差异,这表明气候模式可能会将TOE推迟到目前之后。此外,从 1959 年到 2014 年,全球变暖只占观测温度的不到 10%。尽管如此,全球变暖信号的加强得到了证实,导致预计会出现比 2018 年热浪中所见更多的极端事件。这引发了人们对当前 TOE 估计值的质疑,并强调需要进行强有力的气候建模,以便为有效的气候行动提供信息。
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引用次数: 0
Adjusting to the reality of sea level rise: reshaping coastal communities through resilience-informed adaptation 适应海平面上升的现实:通过有复原力的适应措施重塑沿海社区
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-27 DOI: 10.1007/s10584-024-03763-w
Mohamed A. Abdelhafez, Hussam N. Mahmoud, Bruce R. Ellingwood

Approximately 11% of the world’s population lives within 10 km of an ocean coastline, a percentage that is likely to increase during the remainder of the 21st century due to urbanization and economic development. In the presence of climate change, coastal communities will be threatened by increasing damages due to sea-level rise (SLR), accompanied by hurricanes, storm surges and coastal inundation, shoreline erosion, and seawater intrusion into the soil. While the past decade has seen numerous proposals for coastal protection using adaptation methods to deal with the deep uncertainties associated with a changing climate, our review of the potential impact of SLR on the resilience of coastal communities reveals that these adaptation methods have not been informed by community resilience or recovery goals. Moreover, since SLR is likely to continue over the next century, periodic changes to these community goals may be necessary for public planning and risk mitigation. Finally, community policy development must be based on a quantitative risk-informed life-cycle basis to develop public support for the substantial public investments required. We propose potential research directions to identify effective adaptation methods based on the gaps identified in our review, culminating in a decision framework that is informed by community resilience goals and metrics and risk analysis over community infrastructure life cycles.

世界上大约有 11% 的人口居住在距离海洋海岸线 10 公里以内的地区,由于城市化和经济发展,这一比例在 21 世纪的剩余时间里可能还会增加。在气候变化的情况下,沿海社区将受到海平面上升(SLR)造成的日益严重的破坏威胁,伴随而来的是飓风、风暴潮和海岸淹没、海岸线侵蚀以及海水侵入土壤。在过去的十年中,有许多关于海岸保护的建议都采用了适应方法来应对气候变化带来的深层次不确定性,但我们对 SLR 对沿海社区恢复能力的潜在影响的研究表明,这些适应方法并没有考虑到社区的恢复能力或恢复目标。此外,由于可持续土地退化可能会在下个世纪持续下去,定期改变这些社区目标对于公共规划和降低风险可能是必要的。最后,社区政策的制定必须建立在以风险为基础的定量生命周期基础之上,以便为所需的大量公共投资争取公众支持。我们提出了一些潜在的研究方向,以便根据我们在回顾中发现的差距确定有效的适应方法,最终形成一个决策框架,该框架以社区恢复力目标和指标以及社区基础设施生命周期的风险分析为基础。
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引用次数: 0
The Qing’s central government response to the most severe drought over the past 300 years 清朝中央政府应对 300 年来最严重旱灾的措施
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-26 DOI: 10.1007/s10584-024-03767-6
Xudong Chen, Le Tao, Fangyu Tian, Yun Su, Jingxue Pan, Siying Chen, Xianshuai Zhai

The Dingwu Great Famine (DGF) is considered to be the worst drought in China over the past 300 years. How the central government took steps to cope with the catastrophe during this period and ultimately survived deserves in-depth study. This paper collects the official records during the DGF and uses textual analysis and statistical methods to explore the responses carried by the central government. We found that 21 measures in 7 categories had been taken in response to this extreme drought, with political, economic, and cultural responses being the most commonly used. The governmental responses during DGF can be divided into three phases and had a significant “mismatch” (6 months lagging behind) compared with the meteorological process, which may be related to the higher social robustness in the early period. The 7 categories can be further clustered into 3 types based on their time-series performance. The first type includes economic, material, and political responses, which were aimed at responding to the drought impacts and reducing social losses more quickly and played the role of a “quick effect drug” for society. The second type includes agricultural and engineering, and population responses, which mitigated the drought impacts through “after-effects” measures and played the role of “slow-release drug”. The third type is the cultural response, which acted like a “placebo”. It did not help to mitigate the drought but alleviated the dissatisfaction of the refugees by shaping the spiritual objects (rain gods), thus maintaining social stability.

丁戊大饥荒被认为是中国近 300 年来最严重的旱灾。在此期间,中央政府是如何采取措施应对这场灾难并最终渡过难关的,值得深入研究。本文收集了大旱期间的官方记录,采用文本分析和统计方法探讨了中央政府采取的应对措施。我们发现,为应对这场特大旱灾,共采取了 7 类 21 项措施,其中最常用的是政治、经济和文化应对措施。特大干旱期间的政府应对措施可分为三个阶段,与气象过程相比有明显的 "不匹配"(滞后 6 个月),这可能与早期社会的稳健性较高有关。根据时间序列表现,可将 7 个类别进一步分为 3 类。第一类包括经济、物质和政治应对措施,旨在更快地应对干旱影响和减少社会损失,对社会起到 "速效药 "的作用。第二类包括农业、工程和人口应对,通过 "后效 "措施减轻干旱影响,起到 "缓释药 "的作用。第三类是文化对策,它就像一种 "安慰剂"。它无助于缓解旱灾,但通过塑造精神对象(雨神)缓解了难民的不满情绪,从而维护了社会稳定。
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引用次数: 0
Depth-dependent warming of the Gulf of Eilat (Aqaba) 埃拉特湾(亚喀巴)随深度变化的变暖现象
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-25 DOI: 10.1007/s10584-024-03765-8
Sounav Sengupta, Hezi Gildor, Yosef Ashkenazy

The Gulf of Eilat (Gulf of Aqaba) is a semi-enclosed basin situated at the northern end of the Red Sea, renowned for its exceptional marine ecosystem. To evaluate the response of the Gulf to climate variations, we analyzed various factors including temperature down to 700 m, surface air temperature, and heat fluxes. We find that the sea temperature is rising at all depths despite inconclusive trends in local atmospheric variables, including the surface air temperature. The Gulf’s sea surface temperature (SST) warms at a rate of a few hundredths of a degree Celsius per year, which is comparable to the warming of the global SST and the Mediterranean Sea. The increase in sea warming is linked to fewer winter deep mixing events that used to occur more frequently in the past. Based on the analysis of the ocean-atmosphere heat fluxes, we conclude that the lateral advection of heat from the southern part of the Gulf likely leads to an increase in water temperature in the northern part of the Gulf. Our findings suggest that local ocean warming is not necessarily associated with local processes, but rather with the warming of other remote locations.

埃拉特湾(亚喀巴湾)是位于红海北端的一个半封闭盆地,以其独特的海洋生态系统而闻名。为了评估该海湾对气候变化的反应,我们分析了各种因素,包括 700 米以下的温度、表面气温和热通量。我们发现,尽管包括地表气温在内的当地大气变量的变化趋势并不确定,但所有深度的海水温度都在上升。海湾的海面温度(SST)以每年几百分之一摄氏度的速度升高,与全球海面温度和地中海的升温速度相当。海洋变暖的加剧与冬季深层混合现象减少有关,而这种现象在过去经常出现。根据对海洋-大气热通量的分析,我们得出结论,海湾南部热量的横向平流可能导致海湾北部水温上升。我们的研究结果表明,当地海洋变暖不一定与当地过程有关,而是与其他偏远地区的变暖有关。
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引用次数: 0
A framework for physically consistent storylines of UK future mean sea level rise 英国未来平均海平面上升的物理一致性故事情节框架
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-25 DOI: 10.1007/s10584-024-03734-1
Matthew D. Palmer, Benjamin J. Harrison, Jonathan M. Gregory, Helene T. Hewitt, Jason A. Lowe, Jennifer H. Weeks

We present a framework for developing storylines of UK sea level rise to aid risk communication and coastal adaptation planning. Our approach builds on the UK national climate projections (UKCP18) and maintains the same physically consistent methods that preserve component correlations and traceability between global mean sea level (GMSL) and local relative sea level (RSL). Five example storylines are presented that represent singular trajectories of future sea level rise drawn from the underlying large Monte Carlo simulations. The first three storylines span the total range of the Intergovernmental Panel on Climate Change (IPCC) Sixth Assessment Report (AR6) likely range GMSL projections across the SSP1-2.6 and SSP5-8.5 scenarios. The final two storylines are based upon recent high-end storylines of GMSL presented in AR6 and the recent literature. Our results suggest that even the most optimistic sea level rise outcomes for the UK will require adaptation of up to 1 m of sea level rise for large sections of coastline by 2300. For the storyline most consistent with current international greenhouse gas emissions pledges and a moderate sea level rise response, UK capital cities will experience between about 1 and 2 m of sea level rise by 2300, with continued rise beyond 2300. The storyline based on the upper end of the AR6 likely range sea level projections yields much larger values for UK capital cities that range between about 3 and 4 m at 2300. The two high-end scenarios, which are based on a recent study that showed accelerated sea level rise associated with ice sheet instability feedbacks, lead to sea level rise for UK capital cities at 2300 that range between about 8 m and 17 m. These magnitudes of rise would pose enormous challenges for UK coastal communities and are likely to be beyond the limits of adaptation at some locations.

我们提出了一个编制英国海平面上升故事情节的框架,以帮助风险交流和沿海适应规划。我们的方法建立在英国国家气候预测(UKCP18)的基础上,并保持了物理上一致的方法,这些方法保留了全球平均海平面(GMSL)和当地相对海平面(RSL)之间的成分相关性和可追溯性。本文介绍了五个示例故事线,它们代表了从基础大型蒙特卡罗模拟中得出的未来海平面上升的奇异轨迹。前三个故事情节跨越了政府间气候变化专门委员会(IPCC)第六次评估报告(AR6)在 SSP1-2.6 和 SSP5-8.5 情景下可能的 GMSL 预测总范围。最后两个故事情节是基于第六次评估报告和近期文献中提出的 GMSL 高端故事情节。我们的研究结果表明,即使是最乐观的海平面上升结果,到 2300 年,英国的大部分海岸线也需要适应高达 1 米的海平面上升。对于最符合当前国际温室气体排放承诺和适度海平面上升响应的故事情节,到 2300 年,英国首府城市的海平面将上升约 1 到 2 米,2300 年后海平面将继续上升。基于第六次评估报告可能范围海平面预测上限的故事情节为英国首府城市带来了更大的海平面上升值,到 2300 年将上升约 3 到 4 米。这两种高端情景是基于最近的一项研究,该研究表明海平面加速上升与冰盖不稳定性反馈有关,导致英国首府城市的海平面在 2300 年上升约 8 米至 17 米。
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引用次数: 0
Arctic environmental governance: challenges of sustainable development 北极环境治理:可持续发展的挑战
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-20 DOI: 10.1007/s10584-024-03762-x
Anastassia Obydenkova

The Arctic is one of the key regions in relation to global climate change, experiencing radical transformations in environmental governance as well as challenges in terms of its ecological protection. The region is witnessing a number of irreversible climatic shifts, such as melting permafrost, rising sea levels, contamination of the Global Ocean, and changes in the lives of indigenous people. The Arctic is a global hot spot in climate change where international cooperation (scientific, environmental, diplomatic, etc.) should be a priority to overcome existing ecological challenges. This article provides detailed analysis of these issues from cross-disciplinary perspectives, bringing insights from economics, history, anthropology, international relations, and political science from the perspective of literature on environmental regionalism. The article analyzes a selection of heterogeneous actors, many of whom have contradictory rules, norms, and priorities. Analysis of the Arctic through the lens of regional environmental governance aspires to contribute to understanding of the complexity of existing challenges and their potential solutions. This article offers an analysis of the major findings in this topical collection. It contributes to the development of cross-disciplinary approach to the studies of the Artic and outlines a research agenda.

北极是全球气候变化的关键地区之一,经历着环境治理方面的根本性转变以及生态保护方面的挑战。该地区正在经历一系列不可逆转的气候变化,如永久冻土融化、海平面上升、全球海洋污染以及原住民生活的改变。北极是全球气候变化的热点地区,国际合作(科学、环境、外交等)应成为克服现有生态挑战的优先事项。本文从跨学科的角度对这些问题进行了详细分析,从环境区域主义的文献角度出发,引入了经济学、历史学、人类学、国际关系学和政治学的见解。文章分析了一些不同的参与者,其中许多人的规则、规范和优先事项相互矛盾。从地区环境治理的角度分析北极问题,有助于理解现有挑战的复杂性及其潜在的解决方案。本文分析了这本专题文集的主要发现。它有助于发展北极研究的跨学科方法,并概述了研究议程。
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引用次数: 0
Vulnerability to climate change of cultivated and wild cacao in Ecuador 厄瓜多尔种植和野生可可对气候变化的脆弱性
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-17 DOI: 10.1007/s10584-024-03756-9
Viviana Ceccarelli, Tobias Fremout, Eduardo Chavez, David Argüello, Rey Gastón Loor Solórzano, Ignacio Antonio Sotomayor Cantos, Evert Thomas

Climate change is expected to impact cacao cultivation in Ecuador, the fifth largest cacao producing country in the world and largest exporter of fine flavour cacao. The objective of this study was to evaluate the future impact of climate change on the suitable distribution of cultivated and wild cacao and identify areas where climate change tolerant genotypes may occur in Ecuador. Using 26,152 presence points for cultivated cacao and 95 presence points for wild cacao, we modelled the present suitability distribution of cultivated and wild cacao and performed future climate projections under two greenhouse gas emission scenarios (SSP2-4.5 and SSP3-7.0) and two time periods (2050s and 2070s). For both cultivated and wild cacao, we constructed six different ensemble models employing different filtering methods for presence points, we projected each ensemble model to future climatic conditions, and we then built the final maps of present distribution and future projections based on the majority-vote criterion. Our future projections predict a 8–16% contraction and 19–21% expansion of the currently suitable area of cultivated cacao, while wild cacao is expected to maintain most of its suitable area and experience a further 7–12% expansion in the future. Ecogeographical zones are predicted to change in 23-33% of the combined distributions of cultivated and wild cacao. We identified the areas in Ecuador where populations of climate change tolerant genotypes are expected to occur. Interventions to promote adaptation to climate change will be required in cacao cultivation areas that are expected to be impacted by climate change in Ecuador, including the use of tolerant genotypes.

厄瓜多尔是世界第五大可可生产国,也是最大的优质风味可可出口国,预计气候变化将影响厄瓜多尔的可可种植。本研究的目的是评估气候变化对厄瓜多尔栽培可可和野生可可适宜分布的未来影响,并确定厄瓜多尔可能出现耐气候变化基因型的地区。利用 26152 个栽培可可存在点和 95 个野生可可存在点,我们模拟了栽培可可和野生可可目前的适宜分布情况,并在两种温室气体排放情景(SSP2-4.5 和 SSP3-7.0)和两个时间段(2050 年代和 2070 年代)下进行了未来气候预测。对于栽培可可和野生可可,我们采用不同的存在点过滤方法构建了六个不同的集合模型,我们将每个集合模型投射到未来的气候条件下,然后根据多数票标准绘制了当前分布和未来预测的最终地图。根据我们的未来预测,目前适宜种植可可的面积将缩小 8-16%,扩大 19-21%,而野生可可的适宜面积预计将保持大部分不变,未来还将扩大 7-12%。据预测,23-33%的种植可可和野生可可分布区的生态地理区域将发生变化。我们确定了厄瓜多尔预计会出现耐气候变化基因型种群的地区。预计厄瓜多尔将受到气候变化影响的可可种植区需要采取干预措施,包括使用耐气候变化的基因型,以促进对气候变化的适应。
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引用次数: 0
Engage or retreat? Exploring the determinants of participation in Climate Finance public-private partnerships 参与还是撤退?探索参与气候融资公私伙伴关系的决定因素
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-17 DOI: 10.1007/s10584-024-03759-6
Vu Minh Ngo, Huan Huu Nguyen, Hiep Cong Pham, Long Hoang Nguyen

The urgent need for climate action and sustainable development has elevated the importance of Public-Private Partnerships (PPPs) in climate finance. While PPPs are crucial for mobilizing resources for climate finance, the factors influencing the willingness of different stakeholders to participate in these partnerships are not well understood. This study employs a multifaceted analytical approach, integrating theoretical insights from Stakeholder Theory, Transaction Cost Economics, and Agency Theory. We conduct a Tobit regression analysis to investigate the determinants of willingness to participate in climate finance PPPs among three key stakeholder groups: Governors, Firms, and the Public. Using survey data collected from over 1600 participants in Vietnam’s Mekong Delta, this research examines the influence of perceived benefits, perceptions of PPPs, the importance of climate finance, trust and transparency, and multilateral support on stakeholders’ willingness to participate in PPPs for climate finance. The analysis reveals that the perceived benefits of PPPs and trust and transparency universally enhance the willingness to participate across all groups of stakeholders. However, the impact of positive perceptions of PPPs varies, playing a crucial role for firms and the public but not for governors. The study also highlights the significance of understanding and emphasizing the importance of climate finance, particularly when combined with trust and transparency, in encouraging stakeholder participation. Furthermore, by revealing the varied impacts of determinants across stakeholder groups, this research points to the necessity of adopting differentiated approaches to maximize participation in PPPs for climate finance, thereby supporting sustainable development and climate action goals.

气候行动和可持续发展的迫切需要提升了公私伙伴关系(PPP)在气候融资中的重要性。虽然公私合作伙伴关系对调动气候融资资源至关重要,但影响不同利益相关方参与这些合作伙伴关系意愿的因素却不甚明了。本研究采用了一种多方面的分析方法,综合了利益相关者理论、交易成本经济学和代理理论的理论见解。我们采用 Tobit 回归分析法来研究三个主要利益相关者群体参与气候融资公私伙伴关系意愿的决定因素:州长、企业和公众。本研究利用在越南湄公河三角洲收集到的 1600 多名参与者的调查数据,研究了利益相关者的感知收益、对公私伙伴关系的看法、气候融资的重要性、信任和透明度以及多边支持对参与气候融资公私伙伴关系意愿的影响。分析表明,公私伙伴关系的可感知收益以及信任和透明度普遍提高了所有利益相关者群体的参与意愿。然而,对公私伙伴关系的积极看法的影响各不相同,对企业和公众的影响至关重要,但对省长的影响不大。这项研究还强调了理解和强调气候融资的重要性,尤其是在与信任和透明度相结合的情况下,对鼓励利益相关者参与的重要意义。此外,通过揭示决定因素对不同利益相关者群体的不同影响,本研究指出有必要采取不同的方法,最大限度地参与气候融资公私伙伴关系,从而支持可持续发展和气候行动目标。
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引用次数: 0
The climate niche of Homo Sapiens 智人的气候优势
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-10 DOI: 10.1007/s10584-024-03760-z
Richard S. J. Tol

The increasing atmospheric concentrations of greenhouse gases will place humans in climates that are unprecedented in the evolution of the species. I use the ecological definition of the human niche in climate space, and combine this with a new constellation of methods from extreme value statistics to study human occupation near the boundaries of that niche. I find that the temperature distribution has a thin tail whereas the tail of precipitation is thick. This thick tail reflects that humans are used to a wide range of rainfall regimes, so future precipitation changes, although leading to unprecedented rainfall, are less likely to pose a major challenge. An increase in temperature, on the other hand, will put hundreds of millions of people in heat that is not just unprecedented and but also hard to imagine from extrapolating current temperatures. These findings are qualitatively similar but an order of magnitude smaller than previous studies.

大气中温室气体浓度的不断增加将把人类置于物种进化过程中前所未有的气候环境中。我使用生态学定义的气候空间中的人类生态位,并将其与极值统计的一系列新方法相结合,研究人类在该生态位边界附近的活动。我发现气温分布的尾部较细,而降水分布的尾部较粗。这种厚尾反映了人类已经习惯了各种降雨机制,因此未来降水量的变化虽然会导致前所未有的降雨量,但不太可能构成重大挑战。另一方面,气温的升高将使数亿人陷入酷热之中,这不仅是前所未有的,而且从目前的气温推断也很难想象。这些研究结果在质量上相似,但与之前的研究结果相比要小一个数量级。
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引用次数: 0
Revisiting development strategy under climate uncertainty: case study of Malawi 重新审视气候不确定性下的发展战略:马拉维案例研究
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-05-31 DOI: 10.1007/s10584-024-03733-2
Askar Mukashov, Timothy Thomas, James Thurlow

This paper analyzes the effectiveness of agriculture-led versus non-agriculture-led development strategies under climate-induced economic uncertainty. Utilizing Malawi as a case study, we introduce the application of Stochastic Dominance (SD) analysis, a tool from decision analysis theory, and compare the two strategies in the context of weather/climate-associated economic uncertainty. Our findings suggest that an agriculture-led development strategy consistently surpasses its non-agriculture-led antagonist in poverty and undernourishment outcomes across almost all possible weather/climate scenarios. This underscores that, despite increasing exposure of the entire economy to weather/climate uncertainty, agriculture-led development remains the optimal strategy for Malawi to reduce poverty and undernourishment. The study also endorses the broader use of SD analysis in policy planning studies, promoting its potential to integrate risk and uncertainty into policymaking.

本文分析了在气候引起的经济不确定性条件下,农业主导型发展战略与非农业主导型发展战略的有效性。我们以马拉维为案例,介绍了决策分析理论中的随机优势(SD)分析工具的应用,并在天气/气候相关的经济不确定性背景下对两种战略进行了比较。我们的研究结果表明,在几乎所有可能的天气/气候情况下,以农业为主导的发展战略在贫困和营养不良方面的结果始终优于以非农业为主导的发展战略。这突出表明,尽管整个经济越来越多地受到天气/气候不确定性的影响,但以农业为主导的发展仍是马拉维减少贫困和营养不良的最佳战略。该研究还支持在政策规划研究中更广泛地使用可持续发展分析,促进其将风险和不确定性纳入决策的潜力。
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引用次数: 0
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Climatic Change
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