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The fire weather in Europe: large-scale trends towards higher danger 欧洲的火灾天气:大范围的高危险趋势
Pub Date : 2024-07-16 DOI: 10.1088/1748-9326/ad5b09
Jessica Hetzer, M. Forrest, Jaime Ribalaygua, Carlos Prado-López, T. Hickler
The climate over Europe has been recorded to be hotter, drier, and more fire-prone over the last decade than ever before, leading to concerns about how climate change will alter fire weather in the future. A typical measure to estimate fire weather severity based on climate is the Canadian fire weather index (FWI). In this study, we used high-resolution, bias-corrected climate model output (∼9 km) from six CMIP6 climate models and four shared socio-economic pathway projections (SSPs) to calculate consistent and comparable daily FWI datasets for Europe from 1950 to 2080. Our study aims to identify regional and large-scale shifts in fire weather severity and its predictability over time to support adaptive planning. We show that irrespective of the future SSP, fire weather will become more severe, but the increase is much stronger under high greenhouse gas emissions. This leads to new areas being exposed to severe fire weather, such as central Europe and rapidly warming mountainous areas. Already fire-prone regions in southern Europe will experience more extreme conditions. We conclude that only the low-emission SSP1-2.6 pathway can prevent strong increases in fire weather beyond the 2050s. Fire surveillance and management will become more important, even in areas and in seasons where they have not been in the focus so far.
据记录,过去十年欧洲的气候比以往任何时候都更热、更干、更容易发生火灾,这引起了人们对气候变化将如何改变未来火灾天气的担忧。加拿大火灾天气指数(FWI)是根据气候估计火灾天气严重程度的典型措施。在这项研究中,我们使用了来自六个 CMIP6 气候模型和四个共享社会经济路径预测(SSPs)的高分辨率、偏差校正气候模型输出(∼9 km)来计算欧洲从 1950 年到 2080 年一致且可比较的每日火险天气指数数据集。我们的研究旨在确定火灾天气严重程度及其可预测性随时间发生的区域性和大规模变化,以支持适应性规划。我们的研究表明,无论未来的 SSP 如何变化,火灾天气都将变得更加严重,但在温室气体排放量高的情况下,火灾天气的严重程度会更高。这将导致新的地区面临严重的火灾天气,如欧洲中部和迅速变暖的山区。欧洲南部已经很容易发生火灾的地区将经历更极端的情况。我们的结论是,只有低排放的 SSP1-2.6 途径才能防止 2050 年代以后火灾天气的剧增。火灾监控和管理将变得更加重要,甚至在迄今为止尚未受到关注的地区和季节也是如此。
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引用次数: 0
Interdecadal changes and the role of Philippine Sea convection in the intensification of Indian spring heatwaves 年代际变化和菲律宾海对流在印度春季热浪加剧中的作用
Pub Date : 2024-07-16 DOI: 10.1088/1748-9326/ad63bc
Jung Ok, Eun-Ji Song, Sinil Yang, Baek-Min Kim, Ki-Young Kim
Severe heatwaves have become increasingly frequent over the Indian subcontinent in recent decades. This study found that the increase in extreme heatwaves is related to a significant decadal change in surface temperatures over the Indian subcontinent, and revealed that the increase in convective activity in the Philippine Sea plays a crucial role in this decadal change in surface temperature. Specifically, the surface temperature over the Indian subcontinent in spring has increased significantly by approximately 0.64°C in recent years (1998–2022: post-1998) compared to the past (1959–1997: pre-1998), leading to more intense and frequent heatwaves, particularly in March and April. The difference in atmospheric changes between these two periods shows that the enhancement of convective activity over the Philippine Sea drives an anomalous elongated anticyclonic circulation over the Indian subcontinent. This circulation pattern, marked by clearer skies and increased incident solar radiation, significantly contributes to the heat extremes in the Indian subcontinent. Additionally, stationary wave model experiments demonstrate that local diabatic heating over the Philippine Sea is significantly linked to robust spring Indian heatwaves through the Matsuno-Gill response.
近几十年来,印度次大陆上空的严重热浪越来越频繁。这项研究发现,极端热浪的增加与印度次大陆地表温度的十年期显著变化有关,并揭示了菲律宾海对流活动的增加在地表温度的十年期变化中起着至关重要的作用。具体而言,与过去(1959-1997 年:1998 年之前)相比,近几年(1998-2022 年:1998 年之后)印度次大陆春季的地表温度显著上升了约 0.64°C,导致热浪更加强烈和频繁,尤其是在 3 月和 4 月。这两个时期的大气变化差异表明,菲律宾海上空对流活动的增强推动了印度次大陆上空的异常拉长反气旋环流。这种环流模式的特点是天空更加晴朗,入射太阳辐射增加,在很大程度上导致了印度次大陆的极端高温。此外,静止波模型实验表明,通过松野-吉尔响应,菲律宾海上空的局部二重加热与印度春季的强热浪密切相关。
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引用次数: 0
Heat extremes linearly shift with global warming, with frequency doubling per decade since 1979 极端热量随全球变暖呈线性变化,自 1979 年以来,每十年的频率增加一倍
Pub Date : 2024-07-16 DOI: 10.1088/1748-9326/ad63be
R. Vautard, Clair R. Barnes, S. Philip, S. Kew, Izidine Pinto, Friederike E. L. Otto
Heat extremes have been increasing both in frequency and in intensity in most land regions of the world, and this increase has been attributed to human activities. In the last decade, many outstanding and record shattering heat extremes have occurred worldwide, triggering fears of a nonlinear behaviour or an “acceleration” in the development of heat conditions, considering the warming level when the event occurred. Here we show that the evolution of yearly temperature maxima, with return periods above 10 years, consistently shifts with global temperatures and does not significantly depart from this behaviour in recent years or decades when considered globally or at the scale of continents. This result is obtained by using a classical statistical event attribution technique, where the assumption that the distribution of block-maxima extremes linearly shifts with global warming is tested across years and world land regions. However, the pace of frequency change is large, with the probability of heat extremes exponentially rising and nearly doubling every decade since 1979, particularly when considering events with a return period of about 10 to 50 years in 2000. This makes the climate of a decade ago unrepresentative of today’s climate. Our results overall mean that we do not expect events like the recent outstanding extremes to undergo nonlinear changes, despite fast changes. They also show that assumptions underlying attribution techniques used in many recent studies are consistent with recent temperature trends.
在世界上大多数陆地地区,极端高温的频率和强度都在增加,而这种增加被归咎于人类活动。在过去的十年中,全球发生了许多破纪录的高温极端事件,考虑到事件发生时的气候变暖水平,这引发了人们对非线性行为或高温条件 "加速 "发展的担忧。在这里,我们展示了重现期在 10 年以上的年度最高气温的演变与全球气温的变化一致,并且在最近几年或几十年中,从全球或各大洲的尺度来看,并没有明显偏离这一行为。这一结果是通过使用经典的统计事件归因技术得出的,该技术在不同年份和世界陆地区域测试了 "块-最大极值分布随全球变暖线性移动 "这一假设。然而,频率变化的速度很大,自 1979 年以来,热极端事件的概率呈指数上升,每十年几乎翻一番,特别是考虑到 2000 年发生的重现期约为 10 至 50 年的事件。这使得十年前的气候无法代表今天的气候。总体而言,我们的研究结果表明,尽管变化很快,但我们并不指望像最近的极端天气这样的事件会发生非线性变化。这些结果还表明,最近许多研究中使用的归因技术的基本假设与最近的气温趋势是一致的。
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引用次数: 0
Lightning response to temperature and aerosols 闪电对温度和气溶胶的反应
Pub Date : 2024-07-16 DOI: 10.1088/1748-9326/ad63bf
X. Qie, Y. Yair, Shaoxuan Di, Zifan Huang, Rubin Jiang
Lightning has profound social implications for public safety and usually causes casualties and significant damage to infrastructure. Due to the advancement of both ground-based and spaceborne detection technology, lightning has been monitored globally in recent decades as an essential vari¬able of climate change and an indicator of severe weather. This article reviews recent progress in the study of lightning variations and their response to temperature and aerosols, based on both spaceborne and ground-based lightning data. The responses of lightning to temperature and aerosol show large spatial and temporal heterogeneity, with relation to the meteorological and environmental conditions. The latest research show that lightning exhibited significant increase in some high altitude or high latitude regions, such as the Tibetan Plateau and Arctic regions, where undergone fast warming during the recent decades and the ecosystems there is fragile. Aerosol particles play an important role in modulating lightning variations under certain dynamical and thermodynamic conditions in some regions, even on a global scale. The projected lightning activity will generally increase in the future but may with very few exceptions. Continuous long-term lightning observations with consistent spatial and temporal detection efficiency remain crucial for tracking the response of lightning to climate change in the coming decades.
雷电对公共安全具有深远的社会影响,通常会造成人员伤亡和基础设施的严重破坏。由于地基和机载探测技术的进步,近几十年来全球范围内对闪电进行了监测,将其作为气候变化的一个重要变量和恶劣天气的一个指标。本文以空间和地面闪电数据为基础,回顾了研究闪电变化及其对温度和气溶胶反应的最新进展。闪电对温度和气溶胶的响应在空间和时间上表现出很大的异质性,这与气象和环境条件有关。最新研究表明,在一些高海拔或高纬度地区,如青藏高原和北极地区,雷电现象显著增加,因为这些地区在最近几十年中经历了快速变暖,生态系统十分脆弱。在某些地区,甚至在全球范围内,气溶胶粒子在某些动力学和热力学条件下对雷电变化起着重要的调节作用。预计未来闪电活动将普遍增加,但也有极少数例外。具有一致的空间和时间探测效率的连续长期闪电观测对于跟踪未来几十年闪电对气候变化的反应仍然至关重要。
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引用次数: 0
Water-budget based Evapotranspiration product captures natural and human-caused variability 基于水预算的蒸散量产品可捕捉自然和人为因素造成的变化
Pub Date : 2024-07-16 DOI: 10.1088/1748-9326/ad63bd
Shubham Goswami, Chirag Rajendra Ternikar, Rajsekhar Kandala, Netra S. Pillai, Vivek Kumar Yadav, Abhishek, Jisha Joseph, Subimal Ghosh, B. Vishwakarma
Evapotranspiration (ET) is one of the most important yet highly uncertain components of the water cycle. Available modelled ET products do not necessarily agree with each other at various spatiotemporal scales, either due to limitations on input data and/or due to model assumptions and simplifications. Therefore, using water budget equation to estimate ET has gained attention. However, a large number of water-budget combinations with large uncertainties are available that increases ambiguity in choosing the best ET estimate. Here, the Kalman filter is employed for ingesting 96 water-budget based ET estimates and produce a global ET product with uncertainty < 2 mm, and it captures the general spatiotemporal pattern of ET and the inter-annual variability over all continents. Since the water budget includes storage change due to human interventions, our ET estimates are superior over regions with strong irrigation signal, such as the Ganges basin. We verify our claim by using a modified variable infiltration capacity model that simulates irrigation activities as well. Our ET estimates have a global mean positive trend of 0.18 ± 0.02 mm/year with larger regional variations that are discussed.
蒸散发(ET)是水循环中最重要但高度不确定的组成部分之一。由于输入数据的限制和/或由于模型假设和简化,现有的蒸散发模型产品在不同时空尺度上不一定相互一致。因此,使用水分预算方程来估算蒸散发已受到重视。然而,大量的水分预算组合具有很大的不确定性,这增加了选择最佳蒸散发估算值的模糊性。在这里,卡尔曼滤波器被用于吸收 96 个基于水预算的蒸散发估算值,并生成不确定性小于 2 毫米的全球蒸散发乘积,它捕捉到了各大洲蒸散发的一般时空模式和年际变化。由于水预算包括了人为干预引起的储量变化,我们的蒸散发估算结果在恒河流域等灌溉信号较强的地区更为理想。我们通过使用一个修改过的可变渗透容量模型来验证我们的说法,该模型也模拟了灌溉活动。我们的蒸散发估算值具有全球平均正趋势,即 0.18 ± 0.02 毫米/年,并讨论了更大的区域差异。
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引用次数: 0
The water-carbon nexus: is it worthwhile to generate carbon credits based on agricultural water management? 水与碳的关系:基于农业用水管理产生碳信用额是否值得?
Pub Date : 2024-07-15 DOI: 10.1088/1748-9326/ad6339
Ankit Chandra
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引用次数: 0
Multi-model ensembles for regional and national wheat yield forecasts in Argentina 用于阿根廷地区和全国小麦产量预测的多模型组合
Pub Date : 2024-07-12 DOI: 10.1088/1748-9326/ad627c
Maximilian Zachow, Harald Kunstmann, Daniel Miralles, S. Asseng
While multi-model ensembles (MMEs) of seasonal climate models (SCMs) have been used for crop yield forecasting, there has not been a systematic attempt to select the most skillful SCMs to optimize the performance of a MME and improve in-season yield forecasts. Here, we propose a statistical model to forecast regional and national wheat yield variability from 1993-2016 over the main wheat production area in Argentina. Monthly mean temperature and precipitation from the four months (Aug-Nov) before harvest were used as features. The model was validated for end-of-season estimation in December using reanalysis data (ERA) from the European Centre for Medium-Range Weather Forecasts (ECMWF) as well as for in-season forecasts from June to November using a MME of three SCMs from 10 SCMs analyzed. A benchmark model for end-of-season yield estimation using ERA data achieved a R2 of 0.33, a root-mean-square error (RMSE) of 9.8% and a receiver operating characteristic (ROC) score of 0.8 on national level. On regional level, the model demonstrated the best estimation accuracy in the northern sub-humid Pampas with a R2 of 0.5, a RMSE of 12.6% and a ROC score of 0.9. Across all months of initialization, SCMs from the National Centers for Environmental Prediction, the National Center for Atmospheric Research and the Geophysical Fluid Dynamics Laboratory had the highest mean absolute error of forecasted features compared to ERA data. The most skillful in-season wheat yield forecasts were possible with a 3-member-MME, combining data from the SCMs of the ECMWF, the National Aeronautics and Space Administration and the French national meteorological service. This MME forecasted wheat yield on national level at the beginning of November, one month before harvest, with a R2 of 0.32, a RMSE of 9.9% and a ROC score of 0.7. This approach can be applied to other crops and regions.
虽然季节性气候模式(SCMs)的多模式集合(MMEs)已被用于作物产量预报,但目前还没有系统性的尝试来选择最熟练的 SCMs,以优化多模式集合的性能并改善季节性产量预报。在此,我们提出了一个统计模型,用于预测 1993-2016 年阿根廷小麦主产区的区域和全国小麦产量变化。该模型以收割前四个月(8 月至 11 月)的月平均气温和降水量为特征。利用欧洲中期天气预报中心(ECMWF)的再分析数据(ERA)对模型进行了 12 月季末估算验证,并利用分析的 10 个 SCM 中的 3 个 SCM 的 MME 对 6 月至 11 月的季内预测进行了验证。利用 ERA 数据进行季末产量估算的基准模型的 R2 值为 0.33,均方根误差 (RMSE) 为 9.8%,全国接收器操作特征 (ROC) 得分为 0.8。在地区层面,该模型在北部亚湿润潘帕斯地区的估计精度最高,R2 为 0.5,均方根误差为 12.6%,ROC 得分为 0.9。在初始化的所有月份中,国家环境预测中心、国家大气研究中心和地球物理流体动力学实验室的单因子模式与ERA数据相比,预测特征的平均绝对误差最大。结合 ECMWF、美国国家航空和航天局以及法国国家气象局的 SCMs 数据,3 个成员的 MME 可以最准确地预测小麦的当季产量。该 MME 可在 11 月初,即收获前一个月预测全国小麦产量,R2 为 0.32,RMSE 为 9.9%,ROC 为 0.7。这种方法可用于其他作物和地区。
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引用次数: 0
Winter climate preconditioning of summer vegetation extremes in the northern hemisphere 北半球夏季极端植被的冬季气候先决条件
Pub Date : 2024-07-12 DOI: 10.1088/1748-9326/ad627d
Mohit Anand, Raed Hamed, Nora Linscheid, Patrícia S. Silva, Julie Andre, Jakob Zscheischler, Freya K. Garry, Ana Bastos
The impact of spring climate on the Northern Hemisphere's summer vegetation activity and extremes has been extensively researched, but less attention has been devoted to whether and how winter climate may additionally influence vegetation extremes in summer. Here, we provide insights into the influence of winter temperature and precipitation on summer vegetation extremes in the Northern Hemisphere. To do this, we identify positive and negative extremes in the summer Leaf Area Index (LAI, a proxy for vegetation activity) and assess winter effects on those extremes using logistic regression at the regional scale. Over a quarter of the regions in the Northern Hemisphere show strong winter climate preconditioning on summer LAI extremes, which is typically stronger for croplands than forests. In the regions with strong winter preconditioning, spring LAI mediates the link between winter climate and summer LAI extremes through the ecological memory in seasonal legacy effects. Our findings suggest that extremely low summer LAI in both croplands and forests is preconditioned by colder and drier winters, while extremely high summer LAI in forests is associated with warmer and wetter winters. For low summer LAI in croplands, warmer winters are associated with an increased likelihood of extremes in mid-latitude regions and a reduced likelihood in high latitude regions. Consideration of winter preconditioning effects may improve understanding of inter-annual variability of vegetation activity and support agricultural and land management practitioners in anticipating detrimental effects of winter on crop yields and forest conditions.
春季气候对北半球夏季植被活动和极端情况的影响已得到广泛研究,但对冬季气候是否以及如何额外影响夏季植被极端情况的研究关注较少。在此,我们将深入探讨冬季气温和降水对北半球夏季极端植被的影响。为此,我们确定了夏季叶面积指数(LAI,植被活动的替代指标)的正负极端值,并在区域范围内使用逻辑回归评估了冬季对这些极端值的影响。北半球超过四分之一的地区显示出冬季气候对夏季叶面积指数极端值的强预调作用,通常耕地的预调作用强于森林。在冬季预报条件较强的地区,春季 LAI 通过季节遗留效应中的生态记忆调节冬季气候与夏季 LAI 极端值之间的联系。我们的研究结果表明,耕地和森林中极度低的夏季LAI都是以较冷和较干的冬季为前提条件的,而森林中极度高的夏季LAI则与较暖和较湿的冬季有关。对于耕地的低夏季 LAI 来说,在中纬度地区,温暖的冬季与出现极端天气的可能性增加有关,而在高纬度地区则与出现极端天气的可能性降低有关。考虑冬季先决条件的影响可提高对植被活动年际变化的认识,并帮助农业和土地管理从业人员预测冬季对作物产量和森林状况的不利影响。
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引用次数: 0
Drought and energy stock markets in the United States 美国的干旱和能源股票市场
Pub Date : 2024-07-11 DOI: 10.1088/1748-9326/ad61ff
Seongeun Kim, Jooyoung Jeon, Hyungjun Kim
Amid increasing concerns about the impact of climate change on financial asset pricing, this paper investigates how drought risk affects stock returns in the U.S. energy sector over a thirty-year period (1990-2019). To this end, we ranked energy companies based on the long-term trend of the Palmer Drought Severity Index (PDSI) to compare stock performance between groups experiencing the most significant increases and decreases in drought risk. Our analysis indicates that firms located in drought-prone regions have lower stock returns than those in regions with decreasing drought risk, particularly since 2010. This finding is noteworthy, as the average PDSI trend gap between regions at high risk of drought and those at low risk has widened during this period. We further divide our sample of energy companies into two subsectors—fuel production and electric utility—and find that the stock prices of both subsectors have been negatively affected by drought risk since 2010. The study underscores the energy sector's dependency on water availability, suggesting novel implications for policymakers and investors in assessing the financial impacts of drought risks in their climate-related decision-making.
在气候变化对金融资产定价的影响日益受到关注之际,本文研究了干旱风险如何影响美国能源行业三十年间(1990-2019 年)的股票回报。为此,我们根据帕尔默干旱严重程度指数(PDSI)的长期趋势对能源公司进行了排名,以比较干旱风险最显著增加和减少的组别之间的股票表现。我们的分析表明,位于干旱多发地区的公司的股票回报率低于干旱风险下降地区的公司,尤其是自 2010 年以来。这一发现值得注意,因为在此期间,干旱高风险地区与低风险地区之间的平均 PDSI 趋势差距有所扩大。我们进一步将能源公司样本分为两个子行业--燃料生产和电力公用事业,发现自 2010 年以来,这两个子行业的股票价格都受到干旱风险的负面影响。这项研究强调了能源行业对水资源供应的依赖性,为政策制定者和投资者在气候相关决策中评估干旱风险的财务影响提供了新的启示。
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引用次数: 0
Economics of sustainable irrigation in smallholder agriculture: Implications for food security and climate action 小农农业可持续灌溉的经济学:对粮食安全和气候行动的影响
Pub Date : 2024-07-11 DOI: 10.1088/1748-9326/ad6201
A. Urfels, Alisher Mirzabaev, Stephen Bricx, P. Deb, Kumala Dewi, Gio Evangelista, R. Flor, Ben Harris, M.M.J.G.C.N. Jayasiri, Avinash Kishore, A. J. Mcdonald, Manoranjan Mondal, Emma Quicho, Kazuki Saito, Virender Kumar, Alice Laborte
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引用次数: 0
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Environmental Research Letters
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