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Evaluating the impacts of land use/land cover changes and climate variations on urban heat islands using the WRF-UCM model in Hefei, China 利用 WRF-UCM 模型评估中国合肥土地利用/土地覆被变化和气候变异对城市热岛的影响
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-18 DOI: 10.1007/s10584-024-03777-4
Keqi Zhou, Lei Zhong, Zixin Wang, Jie Liu, Zhenhao Wu

The urban heat island (UHI) phenomenon is concurrently influenced by urban expansion and climate change. However, the individual impacts of land use/land cover (LULC) changes and climate change remain unclear. In the present study, a high-resolution numerical Weather Research and Forecasting (WRF) model coupled with a single-layer urban canopy model (UCM) is implemented for Hefei to assess the influences of LULC and climate change simultaneously. The comprehensive increase in UHI intensity (UHII) was 0.76 K from 2003 to 2019 in the study area. The overall influence of LULC changes on the UHI effect was a 0.33 K increase in intensity and a 190 km² expansion in coverage. The results also show that the emergence of new high-intensity urban areas developed from farmlands had the strongest impact on UHI development compared to other types of LULC changes. The overall contribution of climate change to the UHII increased by 0.27 K from 2003 to 2019. The change in the storage heat flux was found to be responsible for the nocturnal UHII variation and long-term increase in the UHII, while the sensible heat flux was responsible for the diurnal UHII.

城市热岛(UHI)现象同时受到城市扩张和气候变化的影响。然而,土地利用/土地覆盖(LULC)变化和气候变化的单独影响仍不明确。本研究采用高分辨率数值天气研究与预报(WRF)模式,结合单层城市冠层模式(UCM),对合肥市同时受到土地利用/土地覆被变化和气候变化的影响进行了评估。从 2003 年到 2019 年,研究区域的 UHI 强度(UHII)综合增加了 0.76 K。LULC 变化对 UHI 效应的总体影响是强度增加了 0.33 K,覆盖范围扩大了 190 平方公里。研究结果还表明,与其他类型的 LULC 变化相比,从农田发展而来的新的高强度城市地区的出现对 UHI 的发展影响最大。从 2003 年到 2019 年,气候变化对 UHII 的总体影响增加了 0.27 K。储热通量的变化被认为是造成夜间 UHII 变化和 UHII 长期增加的原因,而显热通量则是造成昼间 UHII 的原因。
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引用次数: 0
Finer aspects of spatio-temporal variations in Indian summer monsoon rainfall trend reversals over the last 120 years 过去 120 年印度夏季季风降雨趋势逆转的时空变化的精细方面
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-17 DOI: 10.1007/s10584-024-03780-9
Swagatika Chakra, Harsh Oza, Akash Ganguly, Amit Pandey, Virendra Padhya, R. D. Deshpande

Prominent multidecadal rainfall trends and trend reversal points in the Indian summer monsoon rainfall during 1901–2020 across the four homogeneous regions of India have been examined beginning at the district level. Employing a robust rainfall pattern identification methodology, three significant rainfall trend reversal events have been identified during 1930s, 1960s, and 1980s. During the 1930s, central and northeast India witnessed a shift from increasing to decreasing rainfall trends, while the south peninsula experienced the reverse, resulting in a pronounced north-south asymmetry in rainfall pattern over India. In the 1960s, south peninsula and northwest India exhibited a reversal in rainfall trend from increasing to decreasing, with an opposite trend in northeast India, resulting in an east-west asymmetry in the rainfall pattern. Unlike the 1930s and 1960s, the rainfall trend reversal during the 1980s occurred over all four rainfall homogeneous regions. The three regions (south peninsula, central, and northwest) in India experienced rainfall trend reversal from decreasing to increasing trends, while the northeast experienced the opposite trend reversal, establishing an east-west asymmetry in the rainfall pattern. In terms of geographical extent, the rainfall trend reversal in the 1980s is the most prominent event during the last 120 years of Indian rainfall history as the maximum geographical area (~ 50%) experienced the rainfall trend reversal during this period. In terms of magnitude of rainfall amount variation, the rainfall trend reversal during the 1930s is the most prominent as more than 30% of the area had significantly higher (or lower) rainfall than the long-term average. Temporal changes are observed in the identified spatial asymmetry of rainfall pattern indicating that rainfall homogeneous regions in India must have changed over time.

我们从地区层面入手,研究了 1901-2020 年间印度四个同质地区夏季季风降雨量的显著十年降雨趋势和趋势逆转点。采用稳健的降雨模式识别方法,确定了 20 世纪 30 年代、60 年代和 80 年代三个重要的降雨趋势逆转事件。20 世纪 30 年代,印度中部和东北部的降雨趋势由增加转为减少,而南部半岛则相反,导致印度降雨模式出现明显的南北不对称。20 世纪 60 年代,印度中南半岛和西北部的降雨趋势出现了由增转降的逆转,而印度东北部的降雨趋势则与之相反,从而导致了降雨模式的东西不对称。与 20 世纪 30 年代和 60 年代不同的是,20 世纪 80 年代的降雨趋势逆转发生在所有四个降雨均匀地区。印度的三个地区(中南半岛、中部和西北部)出现了降雨量从减少到增加的趋势逆转,而东北部则出现了相反的趋势逆转,从而形成了东西不对称的降雨模式。就地理范围而言,20 世纪 80 年代的降雨趋势逆转是印度过去 120 年降雨史上最突出的事件,因为在此期间经历降雨趋势逆转的最大地理区域(约 50%)。就降雨量变化的幅度而言,20 世纪 30 年代的降雨趋势逆转最为突出,因为 30% 以上的地区降雨量明显高于(或低于)长期平均值。从已确定的降雨空间不对称模式中观察到的时间变化表明,印度的降雨均质区域一定随着时间的推移发生了变化。
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引用次数: 0
Vulnerability to climate change and variability: gender and agro-ecological perspectives 气候变化和可变性的脆弱性:性别和农业生态视角
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-17 DOI: 10.1007/s10584-024-03764-9
Sagni Regasa, Jeleta Kebede

Although the social and spatial dimensions of climate impacts are increasingly recognized, livelihood vulnerability studies combining gender and agro-ecology have received less attention. Moreover, to the best of our knowledge, these studies have not employed stepwise Principal Component Analysis (PCA).This study examines livelihood vulnerability to climate change and variability from gender and agro-ecological perspectives in Bako-Tibe District, Ethiopia. Rural livelihood analysis was used to measure the adaptive capacity of households. Two-stage PCA was employed to index vulnerability dimensions: sensitivity and exposure in the first stage, and adaptive capacity in the second stage. The results show that disparity in adaptive capacity largely mediates vulnerability levels. Further, for agro-ecological factors, households residing within more climate exposure have better adaptive capacity; hence, they are less vulnerable than those in lower exposure agro-ecology. In all comparisons, female-headed households are significantly more vulnerable than male-headed households, but do not necessarily possess lower adaptive capacities. While agro-ecological and gender-specific factors differentiate vulnerability of male-and female-headed household across agro-ecologies, only gender-specific factors set such variations at district level and within agro-ecology. The results imply that scrutinizing the potential sensitivity of vulnerability level to study context is crucial. Results also suggest that, managing agro-ecological and/or gender-specific factors that hamper livelihood assets is vital for reducing climate-induced vulnerability.

尽管人们日益认识到气候影响的社会和空间维度,但结合性别和农业生态的生计脆弱性研究却较少受到关注。此外,据我们所知,这些研究还没有采用逐步主成分分析法(PCA)。本研究从性别和农业生态学的角度考察了埃塞俄比亚 Bako-Tibe 地区的生计对气候变化和多变性的脆弱性。农村生计分析用于衡量家庭的适应能力。采用两阶段 PCA 方法对脆弱性维度进行指数化:第一阶段为敏感性和暴露程度,第二阶段为适应能力。结果表明,适应能力的差异在很大程度上介导了脆弱性水平。此外,就农业生态因素而言,居住在气候暴露程度较高地区的家庭适应能力较强;因此,他们的脆弱性低于居住在气候暴露程度较低的农业生态地区的家庭。在所有比较中,女户主家庭的脆弱性明显高于男户主家庭,但其适应能力并不一定较低。虽然农业生态因素和性别因素会在不同农业生态中区分男户主家庭和女户主家庭的脆弱性,但只有性别因素才会在地区层面和农业生态内部造成这种差异。结果表明,仔细研究脆弱性水平对研究环境的潜在敏感性至关重要。结果还表明,管理阻碍生计资产的农业生态和/或性别特定因素对于降低气候引起的脆弱性至关重要。
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引用次数: 0
Assessing spatial thermal comfort and adaptation measures for the Antalya basin under climate change scenarios 评估气候变化情景下安塔利亚盆地的空间热舒适度和适应措施
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-17 DOI: 10.1007/s10584-024-03781-8
Oznur Isinkaralar, Ayyoob Sharifi, Kaan Isinkaralar

The concrete damages of climate change are intensifying, and adaptation efforts of actors around the world are increasing, especially in coastal regions. Recommending adaptation measures for specific regions and sectors and determining long-term strategies for mitigating global climate change is essential for reducing vulnerability to climate change. This research aims to estimate the changes in climatic parameters and thermal comfort zones to determine concrete targets and offer suggestions for sectors affected by possible changes. The changes that will occur until 2100 in the Antalya basin, which is located in the southernmost part of Türkiye and is a significant hub for agricultural production and tourism, were monitored spatially using Discomfort Index (DI) and Effective Temperature taking wind velocity (ETv). The Shared Socioeconomic Pathways (SSP): SSP 245 and SSP 585 predict that the quite cool areas prevailing in the area, according to ETv, will shrink by 24% and 46%, respectively, and the prevailing cold areas, according to DI, will shrink by 45% and 56%, respectively. By 2100, 5% of the area, according to SSP 245, and 25%, according to SSP 585, will turn into hot areas and move away from the comfort level. The fact that critical regions are areas with high vitality in terms of coastal tourism shows the need to prioritize adaptation policies. These discoveries are discussed in the context of critical issues such as water scarcity and food security, contributing to policy-making for effective management by suggesting specific adaptation measures.

气候变化造成的具体破坏正在加剧,世界各地,特别是沿海地区的行动者正在加大适应气候变化的力度。为特定地区和部门提出适应措施建议,并确定减缓全球气候变化的长期战略,对于降低气候变化的脆弱性至关重要。这项研究旨在估算气候参数和热舒适区的变化,以确定具体目标,并为受可能变化影响的部门提供建议。安塔利亚盆地位于图尔基耶的最南端,是重要的农业生产和旅游中心,研究人员利用不适指数(DI)和有效温度风速(ETv)对安塔利亚盆地 2100 年前的变化进行了空间监测。共享社会经济路径 (SSP):SSP 245 和 SSP 585 预测,根据 ETv,该地区普遍凉爽的区域将分别缩小 24% 和 46% ,而根据 DI,普遍寒冷的区域将分别缩小 45% 和 56%。到 2100 年,根据 SSP 245 和 SSP 585,将分别有 5%和 25%的地区变成炎热地区,远离舒适水平。临界地区是沿海旅游业高度活跃的地区,这一事实表明有必要优先考虑适应政策。在缺水和粮食安全等关键问题的背景下讨论了这些发现,通过提出具体的适应措施,为有效管理的决策做出了贡献。
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引用次数: 0
Impact of behavioural intention to adopt climate-smart agricultural practices on the food and nutrition security of farming households: A microeconomic level evidence 采用气候智能型农业做法的行为意向对农户粮食和营养安全的影响:微观经济层面的证据
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-11 DOI: 10.1007/s10584-024-03775-6
Abeeb Babatunde Omotoso, Abiodun Olusola Omotayo

The study examined the behavioural intention to adopt climate-smart agricultural practices (CSA) and its impact on the food-nutrition security (FNS) of farming households in South Africa. We employed a multistage sampling procedure to select rural maize farmers across the selected villages. To determine the impacts of behavioural adoption of CSA on the FNS of farming households, endogenous switching regression model (ESRM) was employed, while household dietary diversity score (HDDS) and household food insecurity access score (HFIAS) were used to determine the FNS status of the households. The findings emphasized the significance of the behavioural intentions of rural maize farmers, assessed through their attitudinal dimensions (measured in terms of perceived social norms, behavioural intentions, and control) in influencing the adoption decision of CSA practices, hence CSA adoption positively impacts FNS in South Africa. The result indicates that households that adopt CSA observe a 27% and 23% increase in HDDS and a decrease in HFIAS compared to those who do not adopt CSA practices, respectively. Thus, the outcome illustrates that the adoption of CSA practices substantially enhances the HDDS and HFIAS of rural maize farming households in South Africa. Following this backdrop, a concerted effort to raise knowledge of CSA practices through disseminating pertinent information will exert influence on the farmers' adoption behaviour towards CSA practices, which is capable of improving the FNS of rural maize farmers.

本研究考察了南非农户采用气候智能型农业实践(CSA)的行为意向及其对粮食营养安全(FNS)的影响。我们采用了多阶段抽样程序,在选定的村庄中选择农村玉米种植农户。为了确定采用 CSA 行为对农户粮食营养安全的影响,我们采用了内生转换回归模型 (ESRM),同时使用家庭膳食多样性评分 (HDDS) 和家庭粮食不安全获得评分 (HFIAS) 来确定农户的粮食营养安全状况。研究结果强调了农村玉米种植农户的行为意向的重要性,这些意向是通过他们的态度维度(以感知的社会规范、行为意向和控制力来衡量)来评估的,对采用 CSA 实践的决策产生影响,因此采用 CSA 对南非的 FNS 有积极影响。结果表明,与未采用 CSA 做法的家庭相比,采用 CSA 的家庭的 HDDS 和 HFIAS 分别增加了 27% 和 23%,而 HFIAS 则减少了。因此,研究结果表明,采用 CSA 实践大大提高了南非农村玉米种植户的 HDDS 和 HFIAS。在此背景下,通过传播相关信息来提高对 CSA 实践的认识,将对农民采用 CSA 实践的行为产生影响,从而改善农村玉米种植户的 FNS。
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引用次数: 0
Climate risk perceptions, change in water demand, and preferences for future interlocal collaboration 气候风险认知、用水需求变化以及未来地方间合作的偏好
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-03 DOI: 10.1007/s10584-024-03770-x
Emily V. Bell

In a world of increasing pressures from climate change, water utilities need to maintain—or even improve—their ability to continue provision safe and secure water supply. To ensure capacity in service delivery, some providers have embraced different forms of interlocal collaboration. Yet, such interdependence engenders risk, thus driving some collaborating providers to enter into contractual agreements. While these agreements can reduce risk, but new complexities may still arise, especially when the agreement is capital intense and physically constrained. This study asks: i) How does perceived risk of from external climate-related pressures to public service provision affect preferences for the future of current contractual agreements? and ii) how do local efforts to offset need for collaboration shape these future preferences? This study examines how beliefs and local strategies (i.e., technical, managerial, or programmatic advances) affect contract preferences among community water systems linked through interlocal agreements. The paper discusses insights about ways ontological beliefs may shape operational decisions specific to interlocal collaboration and the potential for consolidation of water service operations.

在气候变化压力日益增大的今天,供水公司需要保持甚至提高继续提供安全可靠供水的能力。为了确保提供服务的能力,一些供水公司开展了不同形式的地方间合作。然而,这种相互依存会带来风险,因此促使一些合作供水公司签订合同协议。虽然这些协议可以降低风险,但仍可能产生新的复杂问题,特别是当协议需要大量资金且受到实际限制时。本研究的问题是:i) 外部气候相关压力给公共服务提供带来的风险感知如何影响对当前合同协议未来的偏好?本研究探讨了信念和地方策略(即技术、管理或项目进展)如何影响通过地方间协议联系起来的社区供水系统的合同偏好。本文讨论了本体论信念如何影响地方间合作的具体运营决策以及合并供水服务运营的可能性。
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引用次数: 0
Probabilistic projection of extreme precipitation changes over Iran by the CMIP6 multi-model ensemble CMIP6 多模式集合对伊朗极端降水变化的概率预测
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-02 DOI: 10.1007/s10584-024-03771-w
Sakineh Khansalari, Atefeh Mohammadi

Based on the historical (period of 1990–2014) spatial and temporal ranking, a future projection of four extreme precipitation indices over Iran is conducted. A multi-model ensemble approach and a rank-based weighting method with ten models from the CMIP6 dataset are used for this projection. The weight of each model is calculated based on its historical simulation skill, and weighted models are employed for future projections across three periods (2026–2050, 2051–2075, and 2076–2100), under four Shared Socioeconomic Pathway (SSP) scenarios (SSP1-2.6, SSP2-4.5, SSP3-7.0, and SSP5-8.5). The results show that an increase in total extreme precipitation (R95p) and the absolute intensity of extreme precipitation (AEPI) in Iran is almost certain in all periods, under all scenarios. The maximum increase of the R95p index is 10%, and the probability of its increase in all periods and scenarios (except for SSP1-2.6 scenario in the 2076–2100 period) exceeds 50%. This probability of increase is particularly high in the first period, ranging from 70 to 90%. In all periods and scenarios, the median of the number of days with extreme precipitation (R95d) is close to zero or negative. This index exhibits a decrease compared to the historical period, with a probability of over 60%, except for the 2026–2050 period under SSP1-2.6 and SSP5-8.5 scenarios. Furthermore, the probability of an increase in the AEPI compared to the historical period is more than 75%. This study finds no significant increase or decrease in the fraction of total rainfall from events exceeding the extreme precipitation threshold (R95pT).

根据历史(1990-2014 年期间)时空排序,对伊朗的四个极端降水指数进行了未来预测。预测采用了多模式集合方法和基于等级的加权方法,使用了 CMIP6 数据集中的 10 个模式。每个模型的权重是根据其历史模拟技能计算得出的,在四个共享社会经济路径(SSP)情景(SSP1-2.6、SSP2-4.5、SSP3-7.0 和 SSP5-8.5)下,采用加权模型对三个时期(2026-2050、2051-2075 和 2076-2100)的未来进行预测。结果表明,在所有情景下,伊朗所有时段的极端降水总量(R95p)和极端降水绝对强度(AEPI)几乎都会增加。R95p 指数的最大增幅为 10%,在所有时期和情景下(2076-2100 年期间的 SSP1-2.6 情景除外),其增幅概率都超过 50%。第一阶段的上升概率尤其高,从 70%到 90%不等。在所有时期和情景中,极端降水日数的中位数(R95d)都接近零或为负值。除 2026-2050 年 SSP1-2.6 和 SSP5-8.5 情景外,该指数与历史同期相比有所下降,下降概率超过 60%。此外,与历史时期相比,AEPI 上升的概率超过 75%。本研究发现,超过极端降水阈值(R95pT)的事件在总降水量中所占比例没有明显增加或减少。
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引用次数: 0
Does drought exposure erode trust in the political system in Sub-Saharan Africa? 干旱是否会削弱撒哈拉以南非洲地区对政治制度的信任?
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-07-01 DOI: 10.1007/s10584-024-03768-5
Susanne Rhein, Viktoria Jansesberger

Climate change is expected to increase the frequency of severe droughts. As water scarcity can destroy vital resources such as crops and livestock, droughts pose major challenges to affected societies. Concerns arise that the resulting hardship and suffering could exacerbate social tensions. Trust in the political system, defined as citizens’ overall confidence in the state to deliver satisfactory outcomes, is an integral foundation of stable state-society relations. To illuminate under what conditions droughts might exert a destabilizing effect, investigating their impact on trust in the political system is paramount. Our study is the first to investigate how drought exposure influences citizens´ overall confidence in the political system. Previous research shows that citizens tend to lose trust when dissatisfied with the living conditions and output that a system provides. While droughts emerge gradually and, thus, give states multiple opportunities to intervene, states in the Global South often struggle to master the challenging task of drought management, thereby demonstrating inadequate, dissatisfactory state performance. We argue that failures in successful drought management showcase what goes wrong in a political system, which in turn leads to an erosion of trust in the political system. Using individual-level survey data from Afrobarometer round five, matched with high-resolution water scarcity data, our analysis reveals that recently drought-exposed individuals exhibit significantly lower levels of trust in the political system compared to their unaffected counterparts. This effect is most pronounced in sub-national regions with low state capacity, where the implementation of successful drought relief measures might be particularly difficult.

预计气候变化将增加严重干旱的频率。由于缺水会破坏农作物和牲畜等重要资源,干旱对受影响的社会构成重大挑战。人们担心由此造成的困难和痛苦会加剧社会紧张局势。对政治制度的信任,即公民对国家取得令人满意的结果的总体信心,是稳定的国家-社会关系不可或缺的基础。要弄清干旱在什么情况下会产生破坏稳定的影响,最重要的是调查干旱对政治制度信任度的影响。我们的研究首次调查了干旱如何影响公民对政治体系的整体信心。以往的研究表明,当公民对一个系统提供的生活条件和产出不满意时,往往会失去信任。虽然干旱是逐渐出现的,因此给了国家多次干预的机会,但全球南部的国家往往难以驾驭干旱管理这一具有挑战性的任务,从而表现出不充分、不令人满意的国家表现。我们认为,成功管理干旱的失败展示了政治体制的问题所在,这反过来又会导致人们对政治体制的信任度下降。利用非洲晴雨表第五轮的个人层面调查数据以及高分辨率缺水数据,我们的分析表明,与未受影响的人相比,最近遭受干旱的人对政治系统的信任度明显较低。这种影响在国家能力较低的次国家地区最为明显,因为在这些地区,成功实施抗旱措施可能尤其困难。
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引用次数: 0
Impacts of climate change and agricultural diversification on agricultural production value of Thai farm households 气候变化和农业多样化对泰国农户农业产值的影响
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-28 DOI: 10.1007/s10584-024-03732-3
Benjapon Prommawin, Nattanun Svavasu, Spol Tanpraphan, Voravee Saengavut, Theepakorn Jithitikulchai, Witsanu Attavanich, Bruce A. McCarl

This paper examines how rising temperatures impact the agricultural production value of Thai farmers, compares potential adaptation strategies like agricultural diversification, and analyzes future projections based on IPCC AR6 scenarios. We analyze nationally representative socioeconomic survey data from farm households alongside ERA5 weather data, utilizing econometric regression analysis. Our analysis reveals that higher temperatures lead to a reduction in agricultural output value, with the situation expected to worsen as global warming progresses. Furthermore, we find that households with diversified production practices, such as a variety of agricultural activities or multicropping, exhibit a greater capacity to adapt to rising temperatures. These findings substantiate the importance of the country’s policies promoting integrated farming and diversified crop-mix strategies.

本文探讨了气温上升如何影响泰国农民的农业生产价值,比较了潜在的适应战略(如农业多样化),并分析了基于 IPCC AR6 情景的未来预测。我们利用计量经济学回归分析方法,分析了具有全国代表性的农户社会经济调查数据和 ERA5 气象数据。我们的分析表明,气温升高会导致农业产值减少,随着全球变暖的加剧,这种情况预计还会恶化。此外,我们还发现,采用多样化生产方式(如多种农业活动或多种作物种植)的家庭适应气温上升的能力更强。这些研究结果证明了国家促进综合耕作和多样化作物组合战略的政策的重要性。
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引用次数: 0
From many futures to one: climate-informed planning scenario analysis for resource-efficient deep climate uncertainty analysis 从多种未来到一种未来:针对资源节约型深度气候不确定性分析的气候知情规划情景分析
IF 4.8 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-06-28 DOI: 10.1007/s10584-024-03772-9
Baptiste François, Alexis Dufour, Thi Nhu Khanh Nguyen, Alexa Bruce, Dong Kwan Park, Casey Brown

Water resources managers face decisions related to building new infrastructure to increase water system resilience to climate and demand changes. To inform this adaptation planning process, current decision-making methods commonly use scenario approaches to estimate the benefit of adaptation options. While effective, these new analyses require communication of complicated findings to often nontechnical audiences. This paper introduces a pragmatic approach that uses the results from a bottom-up assessment of vulnerability of the water system with future climate projection-based probabilities of climate change to select a single planning scenario that encapsulates the decision-makers’ chosen level of robustness for their system. Contrary to typical implementation of option analysis under deep climate uncertainty, the proposed pragmatic approach does not require the analyst to evaluate each portfolio of adaptation options against all possible states of the world, significantly reducing the required computational costs and communication challenges. It also aligns with the planning scenario approach used in practice by water utilities. The modeling framework is illustrated for the regional water system operated by the San Francisco Public Utilities Commission (California, United States) for which changes in average temperature, precipitation and urban demand are considered.

水资源管理者面临着与建设新基础设施有关的决策,以提高水系统对气候和需求变化的适应能力。为了给这一适应规划过程提供信息,当前的决策方法通常采用情景模拟法来估算适应方案的效益。这些新的分析方法虽然有效,但需要将复杂的分析结果传达给非技术受众。本文介绍了一种务实的方法,即利用自下而上的水系统脆弱性评估结果和基于未来气候预测的气候变化概率,选择一个单一的规划情景,其中包含决策者为其系统选择的稳健性水平。与典型的深度气候不确定性下的选项分析不同,所提出的务实方法不要求分析师针对世界上所有可能的状态来评估每个适应选项组合,从而大大降低了所需的计算成本和沟通挑战。该方法还与水务公司在实践中使用的规划情景方法相一致。建模框架以旧金山公用事业委员会(美国加利福尼亚州)运营的区域供水系统为例进行说明,其中考虑了平均气温、降水量和城市需求的变化。
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Climatic Change
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