首页 > 最新文献

Weather and Climate Extremes最新文献

英文 中文
Data-driven upper bounds and event attribution for unprecedented heatwaves
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2025-01-30 DOI: 10.1016/j.wace.2025.100743
Mark D. Risser , Likun Zhang , Michael F. Wehner
The last decade has seen numerous record-shattering heatwaves in all corners of the globe. In the aftermath of these devastating events, there is interest in identifying worst-case thresholds or upper bounds that quantify just how hot temperatures can become. Generalized Extreme Value theory provides a data-driven estimate of extreme thresholds; however, upper bounds may be exceeded by future events, which undermines attribution and planning for heatwave impacts. Here, we show how the occurrence and relative probability of observed yet unprecedented events that exceed a priori upper bound estimates, so-called “impossible” temperatures, has changed over time. We find that many unprecedented events are actually within data-driven upper bounds, but only when using modern spatial statistical methods. Furthermore, there are clear connections between anthropogenic forcing and the “impossibility” of the most extreme temperatures. Robust understanding of heatwave thresholds provides critical information about future record-breaking events and how their extremity relates to historical measurements.
{"title":"Data-driven upper bounds and event attribution for unprecedented heatwaves","authors":"Mark D. Risser ,&nbsp;Likun Zhang ,&nbsp;Michael F. Wehner","doi":"10.1016/j.wace.2025.100743","DOIUrl":"10.1016/j.wace.2025.100743","url":null,"abstract":"<div><div>The last decade has seen numerous record-shattering heatwaves in all corners of the globe. In the aftermath of these devastating events, there is interest in identifying worst-case thresholds or upper bounds that quantify just how hot temperatures can become. Generalized Extreme Value theory provides a data-driven estimate of extreme thresholds; however, upper bounds may be exceeded by future events, which undermines attribution and planning for heatwave impacts. Here, we show how the occurrence and relative probability of observed yet unprecedented events that exceed <em>a priori</em> upper bound estimates, so-called “impossible” temperatures, has changed over time. We find that many unprecedented events are actually within data-driven upper bounds, but only when using modern spatial statistical methods. Furthermore, there are clear connections between anthropogenic forcing and the “impossibility” of the most extreme temperatures. Robust understanding of heatwave thresholds provides critical information about future record-breaking events and how their extremity relates to historical measurements.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"47 ","pages":"Article 100743"},"PeriodicalIF":6.1,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143072650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characteristics of precipitation associated with post-tropical cyclones in the North Atlantic 北大西洋后热带气旋降水特征
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-21 DOI: 10.1016/j.wace.2024.100742
Haider Ali , Leonard Chek Yuet Wong , Andreas F. Prein , Hayley J. Fowler
Precipitation brought by cyclone systems has long been known as a major contributor to devastating flood events.Recent post-tropical cyclones (PTCs), which transform from tropical cyclones (TC) to extratropical cyclones (ETC) in the mid-latitudes, are among the strongest cyclones in the mid-latitude European region. Understanding PTCs and their precipitation behavior, particularly in the context of recent observations, is crucial for assessing and mitigating hazards effectively. Here, we couple precipitation data and best track data to examine different aspects of PTCs, such as track characteristics and the associated precipitation behavior. Using the International Best Track Archive for Climate Stewardship (IBTrACS) data from 2001 to 2020, we find that TCs and ETCs peak during fall months, especially in October, with cyclogenesis and extratropical transition (ET) locations varying seasonally. ETCs share characteristics with frontal cyclones, such as faster translation velocities and larger radii than TCs. Hourly precipitation data from Integrated Multi-satellitE Retrievals for Global precipitation measurement (IMERG) (2001–2020) shows lower intensity during ETC phases compared to TC phases but with broader areal coverage – precipitation shields -, with ETCs consistently producing more total rainfall over 24 h. The centroid of precipitation regions during ETC phases shifts northeast of the cyclone centers for short-duration rainfall and west-southwest for longer durations, indicating widespread precipitation further from the cyclone centre. We found asymmetric precipitation distributions favoring the left side of the cyclone track during ETC phases, especially for lower-intensity events. Our results provide valuable insights into the evolving nature of PTCs, and their impact on precipitation patterns, which are crucial for hazard assessment models and mitigation strategies to safeguard communities and minimize the risks associated with these potential hazards.
长期以来,气旋系统带来的降水一直被认为是造成毁灭性洪水事件的主要原因。近代后热带气旋(ptc)是中纬度地区由热带气旋(TC)转变为温带气旋(ETC)的气旋,是欧洲中纬度地区最强的气旋之一。了解ptc及其降水行为,特别是在最近观测的背景下,对于有效评估和减轻危害至关重要。在这里,我们将降水数据和最佳路径数据结合起来,研究ptc的不同方面,如路径特征和相关的降水行为。利用国际气候管理最佳跟踪档案(IBTrACS) 2001 - 2020年的数据,我们发现TCs和ETCs在秋季达到峰值,特别是在10月,并且气旋发生和温带过渡(ET)的位置随季节而变化。ETCs与锋面气旋具有相同的特征,例如比tc更快的平移速度和更大的半径。来自全球降水测量综合多卫星检索(IMERG)(2001-2020)的每小时降水数据显示,ETC阶段的强度低于TC阶段,但面积覆盖范围更广——降水屏蔽——在24小时内,ETC阶段降水区域的质心在短时间内向东北移动,在较长时间内向西南偏西移动。表明离气旋中心更远的地方有广泛的降水。我们发现ETC阶段的降水分布不对称,特别是在低强度事件中,降水分布偏向气旋路径的左侧。我们的研究结果为ptc的演变性质及其对降水模式的影响提供了有价值的见解,这对于危害评估模型和缓解策略至关重要,以保护社区并最大限度地减少与这些潜在危害相关的风险。
{"title":"Characteristics of precipitation associated with post-tropical cyclones in the North Atlantic","authors":"Haider Ali ,&nbsp;Leonard Chek Yuet Wong ,&nbsp;Andreas F. Prein ,&nbsp;Hayley J. Fowler","doi":"10.1016/j.wace.2024.100742","DOIUrl":"10.1016/j.wace.2024.100742","url":null,"abstract":"<div><div>Precipitation brought by cyclone systems has long been known as a major contributor to devastating flood events.Recent post-tropical cyclones (PTCs), which transform from tropical cyclones (TC) to extratropical cyclones (ETC) in the mid-latitudes, are among the strongest cyclones in the mid-latitude European region. Understanding PTCs and their precipitation behavior, particularly in the context of recent observations, is crucial for assessing and mitigating hazards effectively. Here, we couple precipitation data and best track data to examine different aspects of PTCs, such as track characteristics and the associated precipitation behavior. Using the International Best Track Archive for Climate Stewardship (IBTrACS) data from 2001 to 2020, we find that TCs and ETCs peak during fall months, especially in October, with cyclogenesis and extratropical transition (ET) locations varying seasonally. ETCs share characteristics with frontal cyclones, such as faster translation velocities and larger radii than TCs. Hourly precipitation data from Integrated Multi-satellitE Retrievals for Global precipitation measurement <strong>(</strong>IMERG) (2001–2020) shows lower intensity during ETC phases compared to TC phases but with broader areal coverage – precipitation shields -, with ETCs consistently producing more total rainfall over 24 h. The centroid of precipitation regions during ETC phases shifts northeast of the cyclone centers for short-duration rainfall and west-southwest for longer durations, indicating widespread precipitation further from the cyclone centre. We found asymmetric precipitation distributions favoring the left side of the cyclone track during ETC phases, especially for lower-intensity events. Our results provide valuable insights into the evolving nature of PTCs, and their impact on precipitation patterns, which are crucial for hazard assessment models and mitigation strategies to safeguard communities and minimize the risks associated with these potential hazards.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"47 ","pages":"Article 100742"},"PeriodicalIF":6.1,"publicationDate":"2024-12-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142889394","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Triggers of inland heavy rainfall inducing convective storms in West Africa : Case study of June, 2021 西非内陆强降雨诱发对流风暴的触发因素:以2021年6月为例
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-16 DOI: 10.1016/j.wace.2024.100740
G.A. Torsah , M.A. Osei , J.N.A. Aryee , J.A.A. Oti , L.K. Amekudzi
Due to their rapidly changing atmospheric processes, forecasting thunderstorms resulting from the merger of isolated cells is a complex task for highly-resolved numerical weather prediction models. This study employed a novel approach to establish the processes that drive updrafts and downdrafts in the merger of isolated thunderstorm cells that produced heavy rainfall and flooding in Kumasi and other parts of the Ashanti Region during June 23–24, 2021. We examine the dynamic and thermodynamic factors to determine the processes that led to the heavy rainfall. The study confirms that the established moisture gradient between the south and north of the region leads to differential surface heating that deepens the planetary boundary layer. Additionally, colder air aloft a warmer surface induces atmospheric overturning, impacts the CAPE and produces substantial updrafts. Also, lower equivalent potential temperature values before storm events, coupled with reduced warming and moisture and increased vertical motion, especially in the mid-levels, favor dry air entrainment, thereby enhancing updraft potential in the mid-troposphere. Besides, the study found that strong rainfall during storms correlates with high soil moisture, evaporative fraction, and variable CAPE and updrafts, which prolonged surface convergence and upper-level divergence, leading to sustained convective activity and heavy rainfall. Notably, the study establishes the roles of African Easterly Waves and low-level wind shear in influencing thunderstorm updrafts and rainfall propagation. Furthermore, we found a single-cell thunderstorm with a variable wind pattern that impacted a defined path during the storm progression. These findings provide valuable information to enhance the development of early warning systems for the detection of localized thunderstorm activities during the monsoon period.
由于其快速变化的大气过程,对高分辨率数值天气预报模式来说,预报由孤立单体合并引起的雷暴是一项复杂的任务。本研究采用了一种新颖的方法来建立在2021年6月23日至24日期间在库马西和阿散蒂地区其他地区产生强降雨和洪水的孤立雷暴单体合并过程中驱动上升和下降气流的过程。我们研究了动力和热力学因素,以确定导致强降雨的过程。该研究证实,该地区南北之间已建立的水汽梯度导致了不同的地表加热,从而加深了行星边界层。此外,较冷的空气在较暖的表面上方引起大气翻转,影响CAPE并产生大量上升气流。此外,风暴事件前较低的等效位温值,加上暖湿减少和垂直运动增加,特别是在中层,有利于干燥空气夹带,从而增强对流层中层的上升气流潜力。此外,研究发现,暴雨期间强降雨与土壤湿度、蒸发分数高、CAPE和上升气流变化有关,这些变化延长了地面辐合和高层辐散时间,导致持续对流活动和强降雨。值得注意的是,该研究确定了非洲东风波和低层风切变在影响雷暴上升气流和降雨传播中的作用。此外,我们还发现了一个具有可变风型的单细胞雷暴,它在风暴发展过程中影响了一条确定的路径。这些发现提供了宝贵的资料,有助发展侦测季风期局部雷暴活动的早期预警系统。
{"title":"Triggers of inland heavy rainfall inducing convective storms in West Africa : Case study of June, 2021","authors":"G.A. Torsah ,&nbsp;M.A. Osei ,&nbsp;J.N.A. Aryee ,&nbsp;J.A.A. Oti ,&nbsp;L.K. Amekudzi","doi":"10.1016/j.wace.2024.100740","DOIUrl":"10.1016/j.wace.2024.100740","url":null,"abstract":"<div><div>Due to their rapidly changing atmospheric processes, forecasting thunderstorms resulting from the merger of isolated cells is a complex task for highly-resolved numerical weather prediction models. This study employed a novel approach to establish the processes that drive updrafts and downdrafts in the merger of isolated thunderstorm cells that produced heavy rainfall and flooding in Kumasi and other parts of the Ashanti Region during June 23–24, 2021. We examine the dynamic and thermodynamic factors to determine the processes that led to the heavy rainfall. The study confirms that the established moisture gradient between the south and north of the region leads to differential surface heating that deepens the planetary boundary layer. Additionally, colder air aloft a warmer surface induces atmospheric overturning, impacts the CAPE and produces substantial updrafts. Also, lower equivalent potential temperature values before storm events, coupled with reduced warming and moisture and increased vertical motion, especially in the mid-levels, favor dry air entrainment, thereby enhancing updraft potential in the mid-troposphere. Besides, the study found that strong rainfall during storms correlates with high soil moisture, evaporative fraction, and variable CAPE and updrafts, which prolonged surface convergence and upper-level divergence, leading to sustained convective activity and heavy rainfall. Notably, the study establishes the roles of African Easterly Waves and low-level wind shear in influencing thunderstorm updrafts and rainfall propagation. Furthermore, we found a single-cell thunderstorm with a variable wind pattern that impacted a defined path during the storm progression. These findings provide valuable information to enhance the development of early warning systems for the detection of localized thunderstorm activities during the monsoon period.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"47 ","pages":"Article 100740"},"PeriodicalIF":6.1,"publicationDate":"2024-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142874080","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Spatiotemporal variation of intra-urban heat and heatwaves across Greater Sydney, Australia 澳大利亚大悉尼地区城市内热量和热浪的时空变化
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-09 DOI: 10.1016/j.wace.2024.100741
Sebastian Pfautsch , Agnieszka Wujeska-Klause , Judi R. Walters
Rising summer heat and more frequent and intense heatwaves impact countless metropolitan regions, including Greater Sydney, Australia. An analysis of historic air temperature measurements (1859–2020) reveals a notable increase in the number of ‘hot’ (≥35 °C) days during austral summers. While in the first 120 years of records 351 hot days were identified, 478 hot days were recorded during 2000–2020 alone. Trajectories of summer heat until 2060 indicate that maximum air temperatures in Western Sydney could be ≥ 35 °C during 160 days.
A second, more granular analysis compared air temperature measurements recorded at 274 urban microsites during the summers of 2019 and 2020 with measurements of official weather stations in Central and Western Sydney. Results revealed that the number of hot (≥35 °C), extreme (≥40 °C), and ‘catastrophic’ (≥45 °C) heat days was markedly greater than those reported by official weather stations. Underreporting of heat was greatest across the Local Government Area (LGA) of Cumberland, where data loggers recorded 32 hot and 15 extreme heat days, compared to 7 hot and 1 extreme heat day recorded by the nearest official station. Based on empirical measurements, a set of novel ‘heat risk’ maps identify suburbs and regions inside LGAs where underreporting of summer heat is high. Findings indicate that communities across Greater Sydney are exposed to more frequent and more intense heat than previously reported. Underreporting of local urban heat results in lower preparedness and thus higher risk of harm to urban populations of Greater Sydney and likely many other metropolitan regions.
不断上升的夏季炎热和更频繁、更强烈的热浪影响着包括澳大利亚大悉尼在内的无数大都市地区。对历史气温测量(1859-2020)的分析显示,在南方夏季,“热”(≥35°C)天数显著增加。在有记录的前120年中,确定了351个高温天,仅2000-2020年就记录了478个高温天。到2060年的夏季高温轨迹表明,在160天内,西悉尼的最高气温可能≥35°C。
{"title":"Spatiotemporal variation of intra-urban heat and heatwaves across Greater Sydney, Australia","authors":"Sebastian Pfautsch ,&nbsp;Agnieszka Wujeska-Klause ,&nbsp;Judi R. Walters","doi":"10.1016/j.wace.2024.100741","DOIUrl":"10.1016/j.wace.2024.100741","url":null,"abstract":"<div><div>Rising summer heat and more frequent and intense heatwaves impact countless metropolitan regions, including Greater Sydney, Australia. An analysis of historic air temperature measurements (1859–2020) reveals a notable increase in the number of ‘hot’ (≥35 °C) days during austral summers. While in the first 120 years of records 351 hot days were identified, 478 hot days were recorded during 2000–2020 alone. Trajectories of summer heat until 2060 indicate that maximum air temperatures in Western Sydney could be ≥ 35 °C during 160 days.</div><div>A second, more granular analysis compared air temperature measurements recorded at 274 urban microsites during the summers of 2019 and 2020 with measurements of official weather stations in Central and Western Sydney. Results revealed that the number of hot (≥35 °C), extreme (≥40 °C), and ‘catastrophic’ (≥45 °C) heat days was markedly greater than those reported by official weather stations. Underreporting of heat was greatest across the Local Government Area (LGA) of Cumberland, where data loggers recorded 32 hot and 15 extreme heat days, compared to 7 hot and 1 extreme heat day recorded by the nearest official station. Based on empirical measurements, a set of novel ‘heat risk’ maps identify suburbs and regions inside LGAs where underreporting of summer heat is high. Findings indicate that communities across Greater Sydney are exposed to more frequent and more intense heat than previously reported. Underreporting of local urban heat results in lower preparedness and thus higher risk of harm to urban populations of Greater Sydney and likely many other metropolitan regions.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"47 ","pages":"Article 100741"},"PeriodicalIF":6.1,"publicationDate":"2024-12-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142823155","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum to “Increasing extreme flood risk under future climate change scenarios in South Korea” [Weather Clim. Extrem. 39 (2023) 1–12, 100552] 韩国未来气候变化情景下极端洪水风险增加"[Weather Clim. Extrem.
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-01 DOI: 10.1016/j.wace.2024.100726
S. Kim , J.-H. Kwon , J.-S. Om , T. Lee , G. Kim , H. Kim , J.-H. Heo
{"title":"Corrigendum to “Increasing extreme flood risk under future climate change scenarios in South Korea” [Weather Clim. Extrem. 39 (2023) 1–12, 100552]","authors":"S. Kim ,&nbsp;J.-H. Kwon ,&nbsp;J.-S. Om ,&nbsp;T. Lee ,&nbsp;G. Kim ,&nbsp;H. Kim ,&nbsp;J.-H. Heo","doi":"10.1016/j.wace.2024.100726","DOIUrl":"10.1016/j.wace.2024.100726","url":null,"abstract":"","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"46 ","pages":"Article 100726"},"PeriodicalIF":6.1,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142329785","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Corrigendum “Multiscale drivers of catastrophic heavy rainfall event in early August 2022 in South Korea” [Weather and Climate Extremes, 44, 2024, 1–16/10068] 更正 "2022 年 8 月初韩国灾难性暴雨事件的多尺度驱动因素"[《极端天气与气候》,44,2024,1-16/10068]
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-12-01 DOI: 10.1016/j.wace.2024.100719
Chanil Park , Min-Jee Kang , Jaeyoung Hwang , Hyeong-Oh Cho , Sujin Kim , Seok-Woo Son
{"title":"Corrigendum “Multiscale drivers of catastrophic heavy rainfall event in early August 2022 in South Korea” [Weather and Climate Extremes, 44, 2024, 1–16/10068]","authors":"Chanil Park ,&nbsp;Min-Jee Kang ,&nbsp;Jaeyoung Hwang ,&nbsp;Hyeong-Oh Cho ,&nbsp;Sujin Kim ,&nbsp;Seok-Woo Son","doi":"10.1016/j.wace.2024.100719","DOIUrl":"10.1016/j.wace.2024.100719","url":null,"abstract":"","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"46 ","pages":"Article 100719"},"PeriodicalIF":6.1,"publicationDate":"2024-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142275906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Projecting impacts of extreme weather events on crop yields using LASSO regression 利用 LASSO 回归预测极端天气事件对作物产量的影响
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-11-13 DOI: 10.1016/j.wace.2024.100738
Jasmin Heilemann , Christian Klassert , Luis Samaniego , Stephan Thober , Andreas Marx , Friedrich Boeing , Bernd Klauer , Erik Gawel
Extreme weather events are recognized as major drivers of crop yield losses, which threaten food security and farmers’ incomes. Given the increasing frequency and intensity of extreme weather under climate change, it is crucial to quantify the related future yield damages of important crops to inform prospective climate change adaptation planning. In this study, we present a statistical modeling approach to project the changes in crop yields under climate change for eight majorly cultivated field crops in Germany, estimating the impacts of nine types of extreme weather events. To select the most relevant predictors, we apply the least absolute shrinkage and selection operator (LASSO) regression to district-level yield data.
The LASSO models select, on average, 62% of the features, which align with well-known biophysical impacts on crops, suggesting that different extremes at various growth stages are relevant for yield prediction. We project on average 2.5-times more severe impacts on summer crops than on winter crops. Under RCP8.5, crop yields experience a mean change from −2.53% to −8.63% in the far future (2069–98) for summer crops and from −0.80% to −2.88% for winter crops, without accounting for CO2 fertilization effects. Heat impacts are identified as the primary driver of yield losses across all crops for 2069–98, while shifting precipitation patterns exacerbate winter and spring waterlogging, and summer and fall drought.
Our findings underscore the utility of LASSO regression in identifying relevant drivers for projecting changes in crop yields across multiple crops, crucial for guiding agricultural adaptation. While the present analysis can identify empirical relationships, replicating these findings in biophysical models could provide new insights into the underlying processes.
极端天气事件被认为是作物产量损失的主要驱动因素,威胁着粮食安全和农民收入。鉴于气候变化下极端天气的频率和强度不断增加,量化重要农作物未来的相关产量损失至关重要,以便为前瞻性的气候变化适应规划提供信息。在本研究中,我们提出了一种统计建模方法,用于预测德国八种主要种植的大田作物在气候变化下的产量变化,并估算了九种极端天气事件的影响。为了选择最相关的预测因子,我们对地区级产量数据采用了最小绝对收缩和选择算子(LASSO)回归法。LASSO 模型平均选择了 62% 的特征,这些特征与众所周知的生物物理对作物的影响相吻合,表明不同生长阶段的不同极端天气与产量预测相关。我们预测夏季作物受到的影响平均比冬季作物严重 2.5 倍。在 RCP8.5 条件下,在不考虑二氧化碳施肥效应的情况下,夏收作物产量在远期(2069-1998 年)平均变化-2.53% 到-8.63%,冬收作物平均变化-0.80% 到-2.88%。在 2069-98 年期间,热影响被认为是所有作物产量损失的主要驱动因素,而降水模式的变化则加剧了冬季和春季的涝灾以及夏季和秋季的旱灾。我们的研究结果强调了 LASSO 回归在确定相关驱动因素以预测多种作物产量变化方面的实用性,这对指导农业适应至关重要。虽然目前的分析可以确定经验关系,但在生物物理模型中复制这些发现可以为了解基本过程提供新的视角。
{"title":"Projecting impacts of extreme weather events on crop yields using LASSO regression","authors":"Jasmin Heilemann ,&nbsp;Christian Klassert ,&nbsp;Luis Samaniego ,&nbsp;Stephan Thober ,&nbsp;Andreas Marx ,&nbsp;Friedrich Boeing ,&nbsp;Bernd Klauer ,&nbsp;Erik Gawel","doi":"10.1016/j.wace.2024.100738","DOIUrl":"10.1016/j.wace.2024.100738","url":null,"abstract":"<div><div>Extreme weather events are recognized as major drivers of crop yield losses, which threaten food security and farmers’ incomes. Given the increasing frequency and intensity of extreme weather under climate change, it is crucial to quantify the related future yield damages of important crops to inform prospective climate change adaptation planning. In this study, we present a statistical modeling approach to project the changes in crop yields under climate change for eight majorly cultivated field crops in Germany, estimating the impacts of nine types of extreme weather events. To select the most relevant predictors, we apply the least absolute shrinkage and selection operator (LASSO) regression to district-level yield data.</div><div>The LASSO models select, on average, 62% of the features, which align with well-known biophysical impacts on crops, suggesting that different extremes at various growth stages are relevant for yield prediction. We project on average 2.5-times more severe impacts on summer crops than on winter crops. Under RCP8.5, crop yields experience a mean change from −2.53% to −8.63% in the far future (2069–98) for summer crops and from −0.80% to −2.88% for winter crops, without accounting for CO<sub>2</sub> fertilization effects. Heat impacts are identified as the primary driver of yield losses across all crops for 2069–98, while shifting precipitation patterns exacerbate winter and spring waterlogging, and summer and fall drought.</div><div>Our findings underscore the utility of LASSO regression in identifying relevant drivers for projecting changes in crop yields across multiple crops, crucial for guiding agricultural adaptation. While the present analysis can identify empirical relationships, replicating these findings in biophysical models could provide new insights into the underlying processes.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"46 ","pages":"Article 100738"},"PeriodicalIF":6.1,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142659760","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Moisture sources for the unprecedented precipitation event in the heart of Taklimakan desert 塔克拉玛干沙漠中心地带空前降水事件的水汽来源
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-11-12 DOI: 10.1016/j.wace.2024.100739
Shijie Tang , Tianjun Zhou , Lixia Zhang , Liwei Zou , Wenxia Zhang , Shijia Liu
The Taklimakan desert, situated in western China and known for its scarcity of precipitation, experienced an unprecedented precipitation event on 13-14th May 2021. However, the moisture sources and the reason for such extreme precipitation in the heart of the desert remain unexplored. Here, leveraging rain gauge observations from Tazhong Station, situated in the heartland of the Taklimakan Desert, we employed the Flexpart Lagrangian model to examine the moisture source and transport path of this exceptional precipitation event. The target region is situated east of the 500 hPa low trough and to the right of the entrance and left of the exit area of the two upper-level jet streams, providing favorable dynamic conditions for extreme precipitation. Our analysis indicates that the water vapor transport from the eastern boundary of the target area, which originates from the westerly wind along the northern side of the Tianshan Mountains and later turns southward to the Tarim Basin, was the decisive factor for this extreme precipitation event. By employing the Flexpart model, we found that the east particles, which bypassed the Tianshan Mountains and entered the target from its eastern boundary contributed 61.7% of the precipitation, while the west particles contributed only 38.3%. Regarding overall moisture sources, southern Xinjiang emerged as the most significant contributor, accounting for 43.0% of the water vapor, followed by northern Xinjiang at 24.7%, and Central Asia at 21.2%. Our findings suggest that water vapor conditions play a more critical role than dynamic factors in driving such extreme precipitation events in the target area. The water vapor associated with the extreme precipitation event in the target area primarily originates from Southern Xinjiang and its adjacent regions. These results can help us improve the understanding of the mechanism behind extreme precipitation events in arid areas, especially in desert areas.
位于中国西部的塔克拉玛干沙漠以降水稀少而闻名,2021 年 5 月 13-14 日,这里出现了前所未有的降水事件。然而,沙漠中心地带的水汽来源及其导致极端降水的原因仍未得到探索。在此,我们利用位于塔克拉玛干沙漠中心地带的塔中站的雨量计观测数据,采用 Flexpart 拉格朗日模型研究了此次异常降水事件的水汽来源和传输路径。目标区域位于 500 hPa 低槽以东,两个高层喷流入口的右侧和出口区域的左侧,为极端降水提供了有利的动力条件。我们的分析表明,来自目标区东部边界的水汽输送是此次极端降水事件的决定性因素,该水汽输送源自沿天山北侧的西风,随后转向南下至塔里木盆地。通过使用 Flexpart 模型,我们发现绕过天山、从天山东部边界进入目标地的东部颗粒物贡献了 61.7% 的降水量,而西部颗粒物仅贡献了 38.3%。在总体水汽来源方面,南疆的贡献最大,占 43.0%,其次是北疆,占 24.7%,中亚占 21.2%。我们的研究结果表明,在目标区域的极端降水事件中,水汽条件比动力因素发挥着更关键的作用。与目标区域极端降水事件相关的水汽主要来自南疆及其邻近地区。这些结果有助于我们更好地理解干旱地区,尤其是沙漠地区极端降水事件背后的机理。
{"title":"Moisture sources for the unprecedented precipitation event in the heart of Taklimakan desert","authors":"Shijie Tang ,&nbsp;Tianjun Zhou ,&nbsp;Lixia Zhang ,&nbsp;Liwei Zou ,&nbsp;Wenxia Zhang ,&nbsp;Shijia Liu","doi":"10.1016/j.wace.2024.100739","DOIUrl":"10.1016/j.wace.2024.100739","url":null,"abstract":"<div><div>The Taklimakan desert, situated in western China and known for its scarcity of precipitation, experienced an unprecedented precipitation event on 13-14th May 2021. However, the moisture sources and the reason for such extreme precipitation in the heart of the desert remain unexplored. Here, leveraging rain gauge observations from Tazhong Station, situated in the heartland of the Taklimakan Desert, we employed the Flexpart Lagrangian model to examine the moisture source and transport path of this exceptional precipitation event. The target region is situated east of the 500 hPa low trough and to the right of the entrance and left of the exit area of the two upper-level jet streams, providing favorable dynamic conditions for extreme precipitation. Our analysis indicates that the water vapor transport from the eastern boundary of the target area, which originates from the westerly wind along the northern side of the Tianshan Mountains and later turns southward to the Tarim Basin, was the decisive factor for this extreme precipitation event. By employing the Flexpart model, we found that the east particles, which bypassed the Tianshan Mountains and entered the target from its eastern boundary contributed 61.7% of the precipitation, while the west particles contributed only 38.3%. Regarding overall moisture sources, southern Xinjiang emerged as the most significant contributor, accounting for 43.0% of the water vapor, followed by northern Xinjiang at 24.7%, and Central Asia at 21.2%. Our findings suggest that water vapor conditions play a more critical role than dynamic factors in driving such extreme precipitation events in the target area. The water vapor associated with the extreme precipitation event in the target area primarily originates from Southern Xinjiang and its adjacent regions. These results can help us improve the understanding of the mechanism behind extreme precipitation events in arid areas, especially in desert areas.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"46 ","pages":"Article 100739"},"PeriodicalIF":6.1,"publicationDate":"2024-11-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142659658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
China is suffering from fewer but more severe drought to flood abrupt alternation events 中国遭受的旱涝急转事件越来越少,但越来越严重
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-11-07 DOI: 10.1016/j.wace.2024.100737
Jun Su , Yihui Ding , Yanju Liu , Jing Wang , Yingxian Zhang
Drought to flood abrupt alternation (DFAA) events, as a special category of compound extreme events that suddenly shift from drought to flood conditions, have significantly greater impacts than individual drought or flood events. In this paper, we have utilized a multifactorial drought index and flood index to identify daily DFAA events occurring in mainland China and in major impact areas during the period 1961–2022. Based on drought and flood index, we have used entropy weighting method to measure the intensity of DFAA events. Our findings indicate that China's DFAA events primarily occur in the hotspots of Huang-Huai-Hai River Basin, the middle and lower Yangtze River Basin, the southeastern coastal area, and the southwestern part of the country. The most frequent and intense DFAA events occur from June to September, with varying subseasonal patterns in the frequency and intensity of events in each hotspot. The frequency of DFAA events in mainland China shows a significant decreasing trend declining at a rate of 0.25 per year in year-round. While DFAA events occurring in the warm season tend to decrease more significantly compared to the year-round at a rate of 0.26 per year. However, the intensity of DFAA events is increasing with a rate of 0.1 per decade in both the year-round and warm season. The evolution of DFAA events and their direct causes varies non-uniformly across regions and months. Subseasonally, frequency and intensity trends diverged monthly across regions, notably with the Huang-Huai-Hai Basin and southeast coast experiencing a July decline in frequency but a surge in intensity. Our research deepens the understanding of changes in DFAA events and provides practical reference for preventing and mitigating drought-to-flood disasters in mainland China.
旱涝急转(DFAA)事件作为一种特殊的复合极端事件,从干旱状态突然转变为洪涝状态,其影响远远大于单个干旱或洪涝事件。本文利用多因子干旱指数和洪水指数,识别了 1961-2022 年间中国大陆及主要影响区每天发生的旱涝急转事件。在旱涝指数的基础上,我们采用熵权法来衡量 DFAA 事件的强度。研究结果表明,中国的旱涝灾害主要发生在黄淮海流域、长江中下游流域、东南沿海地区和西南地区等热点地区。最频繁和最强烈的 DFAA 事件发生在 6 月至 9 月,各热点地区的事件频率和强度具有不同的亚季节模式。中国大陆的 DFAA 事件频率呈显著下降趋势,常年以每年 0.25 的速度递减。与常年相比,暖季发生的 DFAA 事件有更明显的下降趋势,降幅为每年 0.26 次。不过,全年和暖季的 DFAA 事件强度都在以每十年 0.1 次的速度增加。不同地区和月份的 DFAA 事件及其直接成因的变化并不一致。从亚季节来看,不同地区的频率和强度趋势存在月度差异,尤其是黄淮海流域和东南沿海地区的频率在 7 月份有所下降,但强度却在 7 月份有所上升。我们的研究加深了对旱涝灾害事件变化的认识,为中国大陆旱涝灾害的防灾减灾提供了实际参考。
{"title":"China is suffering from fewer but more severe drought to flood abrupt alternation events","authors":"Jun Su ,&nbsp;Yihui Ding ,&nbsp;Yanju Liu ,&nbsp;Jing Wang ,&nbsp;Yingxian Zhang","doi":"10.1016/j.wace.2024.100737","DOIUrl":"10.1016/j.wace.2024.100737","url":null,"abstract":"<div><div>Drought to flood abrupt alternation (DFAA) events, as a special category of compound extreme events that suddenly shift from drought to flood conditions, have significantly greater impacts than individual drought or flood events. In this paper, we have utilized a multifactorial drought index and flood index to identify daily DFAA events occurring in mainland China and in major impact areas during the period 1961–2022. Based on drought and flood index, we have used entropy weighting method to measure the intensity of DFAA events. Our findings indicate that China's DFAA events primarily occur in the hotspots of Huang-Huai-Hai River Basin, the middle and lower Yangtze River Basin, the southeastern coastal area, and the southwestern part of the country. The most frequent and intense DFAA events occur from June to September, with varying subseasonal patterns in the frequency and intensity of events in each hotspot. The frequency of DFAA events in mainland China shows a significant decreasing trend declining at a rate of 0.25 per year in year-round. While DFAA events occurring in the warm season tend to decrease more significantly compared to the year-round at a rate of 0.26 per year. However, the intensity of DFAA events is increasing with a rate of 0.1 per decade in both the year-round and warm season. The evolution of DFAA events and their direct causes varies non-uniformly across regions and months. Subseasonally, frequency and intensity trends diverged monthly across regions, notably with the Huang-Huai-Hai Basin and southeast coast experiencing a July decline in frequency but a surge in intensity. Our research deepens the understanding of changes in DFAA events and provides practical reference for preventing and mitigating drought-to-flood disasters in mainland China.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"46 ","pages":"Article 100737"},"PeriodicalIF":6.1,"publicationDate":"2024-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142659657","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Naming droughts: Historical perspectives on the scientific coining of “the Tinderbox Drought” 为干旱命名:科学命名 "火药桶干旱 "的历史视角
IF 6.1 1区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-10-18 DOI: 10.1016/j.wace.2024.100736
Thomas H. Ford
Most droughts go unnamed. At the time they are happening, they are generally referred to simply as “the drought.” After the fact, they are typically designated by a year or run of years rather than by a name: 1927–29, for instance. But in recent decades, proper names have increasingly been bestowed on droughts in southeast Australia in an informal although widely accepted practice. Examples include the Federation Drought, the World War II Drought, the Millennium Drought and, most recently, the Tinderbox Drought. This paper positions the practice of naming droughts within a longer history of naming weather extremes. It examines the implications of the naming practice for the investigation of droughts as complex objects of interdisciplinary knowledge that call for analysis from across the sciences, social sciences and humanities. And it considers the qualities and meanings attributed to the drought of 2017-19 by the name “Tinderbox.” Using the word “tinderbox” to describe environmental conditions has been criticised for naturalizing landscape flammability and so effacing human agency. But in fact the name “Tinderbox Drought” potentially enacts a semantic reversal that allows human-caused climate change to be reassociated discursively with recent and future drought events.
大多数干旱都没有名字。在旱灾发生时,人们一般只称其为 "旱灾"。旱灾发生后,人们通常用年份或连续年份而不是名称来命名旱灾:例如 1927-29 年。但近几十年来,澳大利亚东南部的干旱越来越多地被冠以正式名称,这种非正式的做法虽然已被广泛接受,但仍被称为 "旱灾"。例如联邦干旱、二战干旱、千年干旱以及最近的火药桶干旱。本文将为干旱命名的做法定位在更长的极端天气命名历史中。它探讨了命名实践对干旱调查的影响,干旱是跨学科知识的复杂对象,需要科学、社会科学和人文科学的分析。它还探讨了 "火药桶 "这一名称赋予 2017-19 年干旱的特质和含义。用 "火药桶 "这个词来描述环境状况,被批评为将景观的易燃性自然化,从而抹杀了人类的作用。但事实上,"Tinderbox Drought"(火药桶干旱)这一名称潜在地实现了语义反转,使人类造成的气候变化与最近和未来的干旱事件重新关联起来。
{"title":"Naming droughts: Historical perspectives on the scientific coining of “the Tinderbox Drought”","authors":"Thomas H. Ford","doi":"10.1016/j.wace.2024.100736","DOIUrl":"10.1016/j.wace.2024.100736","url":null,"abstract":"<div><div>Most droughts go unnamed. At the time they are happening, they are generally referred to simply as “the drought.” After the fact, they are typically designated by a year or run of years rather than by a name: 1927–29, for instance. But in recent decades, proper names have increasingly been bestowed on droughts in southeast Australia in an informal although widely accepted practice. Examples include the Federation Drought, the World War II Drought, the Millennium Drought and, most recently, the Tinderbox Drought. This paper positions the practice of naming droughts within a longer history of naming weather extremes. It examines the implications of the naming practice for the investigation of droughts as complex objects of interdisciplinary knowledge that call for analysis from across the sciences, social sciences and humanities. And it considers the qualities and meanings attributed to the drought of 2017-19 by the name “Tinderbox.” Using the word “tinderbox” to describe environmental conditions has been criticised for naturalizing landscape flammability and so effacing human agency. But in fact the name “Tinderbox Drought” potentially enacts a semantic reversal that allows human-caused climate change to be reassociated discursively with recent and future drought events.</div></div>","PeriodicalId":48630,"journal":{"name":"Weather and Climate Extremes","volume":"46 ","pages":"Article 100736"},"PeriodicalIF":6.1,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142526698","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Weather and Climate Extremes
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1