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Prospective impacts of windstorm risk on carbon sinks and the forestry sector: an integrated assessment with Monte-Carlo simulations 风灾风险对碳汇和林业部门的预期影响:蒙特卡洛模拟综合评估
Pub Date : 2024-07-22 DOI: 10.1088/1748-9326/ad661b
Félix Bastit, Miguel Riviere, A. Lobianco, P. Delacote
Storms pose a significant threat to economic activities in the forest sector and introduce non-permanence risks for carbon stocks. Following escalating climate ambitions, understanding and addressing these risks become imperative, complicated by the uncertainties intrinsic to the storm phenomenon and the influence of climate change. This study uses an integrated forest sector model to assess the economic and carbon impacts of storm regimes, emphasizing the importance of uncertainties through Monte-Carlo simulation. From an economic perspective, we unravel complex interplays between the salvage and inventory effects of storms that lead to heterogeneous transfers of economic welfare across agents and space. Non-affected forest owners benefit from inflated prices, while affected owners' recovery hinges on the magnitude of storm damage. From a climate perspective, storms significantly impact the forest sector's carbon sink, with a high risk of falling short on mitigation objectives: 25% of simulations predict a substantial 24% decrease in carbon sequestration under storm regimes. Our findings advocate for (1) conservative reliance on natural carbon sinks in national climate mitigation strategies toward net-zero and (2) tailored risk-sharing insurance mechanisms for forest owners, providing a buffer against economic uncertainties arising from climatic disruptions.
风暴对森林部门的经济活动构成重大威胁,并给碳储量带来非永久性风险。随着气候目标的不断升级,了解和应对这些风险已成为当务之急,而风暴现象的内在不确定性和气候变化的影响使问题变得更加复杂。本研究利用综合森林部门模型评估风暴机制对经济和碳的影响,通过蒙特卡洛模拟强调不确定性的重要性。从经济学角度来看,我们揭示了风暴的挽救效应和库存效应之间复杂的相互作用,这导致了经济福利在不同主体和不同空间的异质性转移。未受影响的森林所有者受益于价格上涨,而受影响的所有者的恢复则取决于风暴破坏的程度。从气候角度来看,风暴对森林部门的碳汇产生了重大影响,极有可能无法实现减排目标:25% 的模拟预测,在风暴机制下,碳固存将大幅减少 24%。我们的研究结果主张:(1)在国家气候减缓战略中保守地依赖自然碳汇,以实现净零碳汇为目标;(2)为森林所有者量身定制风险分担保险机制,为气候破坏带来的经济不确定性提供缓冲。
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引用次数: 0
Enhanced lake elevation mapping using a zone-based method 利用分区方法加强湖泊高程测绘
Pub Date : 2024-07-22 DOI: 10.1088/1748-9326/ad6620
Meiyi Fan, Yong Wang, Xiaojun She, Xin Liu, Ran Chen, Yulin Gong, Kun Xue, Fangdi Sun, Yao Li
Inland lakes play a crucial role in monitoring global climate change and managing responses to extreme weather events, with lake elevation being critical for assessing their regulatory capacities. However, due to the limited temporal resolution of current altimetry satellites, obtaining high-frequency, high-precision elevation data for water bodies remains challenging. Consequently, most studies utilize elevation-area (E-A) models constructed from historical elevation and area records, integrated with area observations from high-temporal resolution optical satellites to infer precise water levels. Yet, the construction of the E-A model often assumes a uniform water level across the lake, thus overlooking potential segmentation during dry periods. To address this, our study implemented a zone-based approach, utilizing hydrological connectivity principles to ensure that elevation data within E-A models are confined to appropriate zonal regions. This method effectively minimized uncertainties by preventing errors from zonal discrepancies, significantly improving accuracy compared to traditional methods. It reduced root mean square errors (RMSE) by 0.71 to 1.73 m during the dry season, achieving RMSEs of 0.35, 0.64, and 0.37m across three segments. Furthermore, this method ensures water level data are confined to specific zones, preventing the inconsistencies typically caused by averaging data across multiple stations or selecting data from varying elevations. This consistent domain definition reduces extrapolation errors during the model prediction and inversion. Moreover, by synchronizing data expansion with temporal points, the method compensates for time information losses often incurred by relying on multi-year per-centile charts, thereby enabling more precise aquatic boundary delineation than traditional regional boundaries.
内陆湖泊在监测全球气候变化和管理应对极端天气事件方面发挥着至关重要的作用,而湖泊高程对于评估其调节能力至关重要。然而,由于目前测高卫星的时间分辨率有限,获取高频率、高精度的水体高程数据仍具有挑战性。因此,大多数研究利用根据历史高程和面积记录构建的高程-面积(E-A)模型,结合高时间分辨率光学卫星的面积观测数据,推断出精确的水位。然而,E-A 模型的构建通常假定整个湖泊的水位是一致的,从而忽略了枯水期可能出现的分段情况。为了解决这个问题,我们的研究采用了基于分区的方法,利用水文连通性原理确保 E-A 模型中的高程数据仅限于适当的分区区域。与传统方法相比,这种方法通过防止分区差异造成的误差,有效地将不确定性降至最低,从而显著提高了精度。在旱季,该方法将均方根误差(RMSE)降低了 0.71 至 1.73 米,三个区段的均方根误差分别为 0.35、0.64 和 0.37 米。此外,这种方法还能确保水位数据仅限于特定区域,避免了通常由多个站点的平均数据或从不同海拔高度选择数据所造成的不一致性。这种一致的域定义可减少模型预测和反演过程中的外推误差。此外,通过将数据扩展与时间点同步,该方法弥补了因依赖多年平均值图表而经常造成的时间信息损失,从而实现了比传统区域边界更精确的水域边界划分。
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引用次数: 0
Diverse impacts of the Indian summer monsoon on ENSO among CMIP6 models and its possible causes CMIP6 模型中印度夏季季风对厄尔尼诺/南方涛动的不同影响及其可能原因
Pub Date : 2024-07-22 DOI: 10.1088/1748-9326/ad6618
Shuheng Lin, Buwen Dong, Song Yang, Tuantuan Zhang
This study examines the performance of 52 models from phase 6 of the Coupled Model Intercomparison Project (CMIP6) in capturing the effects of the Indian summer monsoon (ISM) on the evolution of El Niño–Southern Oscillation (ENSO). The ISM’s impacts on ENSO show a substantial diversity among the models. While some models simulate the strength of the impacts comparable to observations, others represent much weaker influences. Results indicate that the diversity is highly related to inter-model spread in interannual variability of ISM rainfall among the models. Models with a larger ISM rainfall variability simulate stronger ISM-induced anomalies in precipitation and atmospheric circulation over the western North Pacific during the monsoon season. As a result, these models exhibit larger wind anomalies induced by monsoon on the south flank of the anomalous circulation in the western Pacific, thereby influencing subsequent ENSO evolution more significantly by causing stronger air-sea coupling processes over the tropical Pacific.
本研究考察了耦合模式相互比较项目(CMIP6)第 6 阶段 52 个模式在捕捉印度夏季季风(ISM)对厄尔尼诺-南方涛动(ENSO)演变的影响方面的表现。印度夏季季候风对厄尔尼诺-南方涛动的影响在各种模式中表现出很大的差异。一些模式模拟的影响强度与观测结果相当,而另一些模式模拟的影响则要弱得多。结果表明,这种多样性与模式间 ISM 降水年际变率的差异有很大关系。ISM 降水变率较大的模式模拟了季风季节北太平洋西部降水和大气环流中 ISM 诱导的较强异常。因此,这些模式在西太平洋异常环流的南侧表现出更大的季风诱导的风异常,从而通过在热带太平洋上空造成更强的海气耦合过程,对随后的厄尔尼诺/南方涛动演变产生更显著的影响。
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引用次数: 0
Potential for improving nutrient use efficiencies of human food systems with a circular economy of organic wastes and fertilizer 利用有机废物和肥料循环经济提高人类食物系统养分利用效率的潜力
Pub Date : 2024-07-22 DOI: 10.1088/1748-9326/ad6617
Sarah C. Davis, Finn G. Maynard, David Jenkins, Tess Herman, M. Reza
Waste from the human food system includes a large quantity of nutrients that pose environmental and human health risks. If these nutrients can be captured and repurposed, they could potentially offset synthetic fertilizer demands. This study reviews several technologies - including anaerobic digestion, hydrothermal carbonization, and composting - that can be used to process wastes from the human food system. This study also assesses the quantity of nutrient resources that are available from wastes, including food waste, biosolids, manure, and yard waste. Three geographic scales were analyzed. At a national level in the United States, up to 27% of nitrogen and 32% of phosphorus demands for agriculture could be met with wastes from the human food system, primarily from food waste and biosolids. Some rural localities have a greater potential for circular economies of nutrients in the food system, with the potential to meet 100% of nitrogen and phosphorus fertilizer demands with waste nutrients, as in the case of Athens County, Ohio. Benefits of offsetting synthetic fertilizer use with waste nutrients include reduced greenhouse gas emissions, with up to 80% reduction in greenhouse gas emissions per unit of nitrogen fertilizer produced with hydrothermal carbonization.
人类食物系统产生的废弃物中含有大量对环境和人类健康造成危害的营养物质。如果这些养分能够被收集并重新利用,就有可能抵消对合成肥料的需求。本研究回顾了几种可用于处理人类食物系统废弃物的技术,包括厌氧消化、热液碳化和堆肥。本研究还评估了可从废弃物(包括厨余垃圾、生物固体、粪便和庭院垃圾)中获取的养分资源的数量。研究分析了三个地理范围。在美国全国范围内,高达 27% 的农业氮需求和 32% 的农业磷需求可以通过人类食物系统中的废弃物(主要是厨余垃圾和生物固体)来满足。一些农村地区更有可能在食物系统中实现养分循环经济,如俄亥俄州雅典县,有可能利用废弃养分满足 100% 的氮肥和磷肥需求。用废弃养分抵消合成肥料使用的好处包括减少温室气体排放,使用热液碳化法生产的每单位氮肥可减少高达 80% 的温室气体排放。
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引用次数: 0
Policy support for BECCS and DACCS in Europe: The view of market participants 欧洲对 BECCS 和 DACCS 的政策支持:市场参与者的观点
Pub Date : 2024-07-22 DOI: 10.1088/1748-9326/ad661e
Pu Yang, Sam Fankhauser, Stephen M Smith, Ingrid Sundvor, Stephanie Hirmer, Injy Johnstone, Joseph Stemmler
Carbon dioxide removal (CDR) is the essential “net” in net zero. However, a thriving CDR industry will not come into being without government intervention. As governments start to devise CDR support policies, this paper solicits the views of market participants in two of the most prominent CDR methods: bioenergy with carbon capture and storage (BECCS) and direct air carbon capture and storage (DACCS). We survey 47 BECCS and DACCS project developers and financiers active in Europe, conducting in-depth interviews with 27 of them to identify their key challenges and preferred policy interventions to address them. We find that participants prefer compliance markets, such as links to emissions trading systems, to generate demand but seek government support to cushion early market risks. They acknowledge the need for stringent monitoring and regulation to ensure environmental integrity. Bearing industry expectations in mind, policymakers face five key challenges in developing CDR: reaching scale, striking a balance with emissions cuts, safeguarding integrity, ensuring fairness and accelerating the speed of deployment.
二氧化碳清除(CDR)是零净排放中必不可少的 "净"。然而,没有政府的干预,就不会有蓬勃发展的 CDR 产业。随着各国政府开始制定 CDR 支持政策,本文征求了两种最主要 CDR 方法的市场参与者的意见:生物能源与碳捕集与封存(BECCS)和直接空气碳捕集与封存(DACCS)。我们调查了 47 家活跃在欧洲的 BECCS 和 DACCS 项目开发商和金融家,并对其中 27 家进行了深入访谈,以确定他们面临的主要挑战以及应对这些挑战的首选政策干预措施。我们发现,参与者更倾向于合规市场,如与排放交易系统挂钩,以产生需求,但也寻求政府支持,以缓解早期市场风险。他们承认有必要进行严格的监测和监管,以确保环境的完整性。考虑到行业的期望,政策制定者在发展 CDR 的过程中面临五大挑战:达到规模、与减排达成平衡、维护完整性、确保公平性和加快部署速度。
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引用次数: 0
Evaluation of precipitation forecasting methods and an advanced lightweight model 评估降水预报方法和先进的轻量级模型
Pub Date : 2024-07-22 DOI: 10.1088/1748-9326/ad661f
Nan Yang, Chong Wang, Xiaofeng Li
Precipitation forecasting is crucial for warning systems and disaster management. This study focuses on deep learning-based methods and categorizes them into three categories: Recurrent Neural Network (RNN-RNN-RNN), Convolutional Neural Network (CNN-CNN-CNN), and CNN-RNN-CNN methods. Then, we conduct a comprehensive evaluation of typical methods in these three categories using the SEVIR precipitation dataset. The results show that RNN-RNN-RNN suffers from instability in long-term forecasts due to error accumulation, CNN-CNN-CNN struggles to capture temporal signals but produces relatively stable forecasts, and CNN-RNN-CNN significantly increases model complexity and inherits the drawbacks of RNN, leading to worse forecasts. Here, we propose an advanced lightweight precipitation forecasting model (ALPF) based on CNN. Experimental results demonstrate that ALPF can effectively forecast spatial-temporal features, maintaining CNN's feature extraction capabilities while avoiding error accumulation in RNN's propagation. ALPF achieves long-term stable precipitation forecasts and can better capture large precipitation amounts.
降水预报对预警系统和灾害管理至关重要。本研究侧重于基于深度学习的方法,并将其分为三类:递归神经网络(RNN-RNN-RNN)、卷积神经网络(CNN-CNN-CNN)和 CNN-RNN-CNN 方法。然后,我们使用 SEVIR 降水数据集对这三类典型方法进行了综合评估。结果表明,RNN-RNN-RNN 因误差累积而导致长期预报不稳定;CNN-CNN-CNN 虽然难以捕捉时间信号,但能产生相对稳定的预报;CNN-RNN-CNN 则大大增加了模型复杂度,并继承了 RNN 的缺点,导致预报效果更差。在此,我们提出了一种基于 CNN 的先进轻量级降水预报模型(ALPF)。实验结果表明,ALPF 能够有效预测时空特征,既保持了 CNN 的特征提取能力,又避免了 RNN 传播过程中的误差积累。ALPF 实现了长期稳定的降水预报,并能更好地捕捉大降水量。
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引用次数: 0
Seasonality of the intraseasonal variability in the upper equatorial western Pacific Ocean currents 赤道西太平洋上层洋流季内变化的季节性
Pub Date : 2024-07-19 DOI: 10.1088/1748-9326/ad657f
Lina Song, Yuanlong Li, June-Yi Lee, Fan Wang, Jianing Wang
Quantifying spatiotemporal characteristics of intraseasonal variability (ISV) of upper ocean (100 m) zonal currents (U) in the equatorial western Pacific remains difficult due to a lack of direct observations. Here we investigate the characteristics by analyzing five subsurface mooring data at 140°-142°E, 1.7°S-4.7°N, from January 2014 to April 2021. Our analysis revealed that U ISV has an amplitude exceeding 40 cm s-1, comparable to their long-term mean, and pronounced seasonality, with a peaking period in boreal winter-spring (October-April) and a weakening period in summer-autumn (May-September). U ISV intensity in the south of the equator is 50% stronger than that in the north. Analysis of satellite/reanalysis data and model experiments suggests that atmospheric intraseasonal oscillation (ISO) accounts for 80% of the U ISV seasonality through wind forcing, while the oceanic internal process contributes 20% through nonlinear baroclinic instability. The consistent variation in mixed layer depth indicates the potential roles of oceanic ISVs in seasonal phase locking of El Niño–Southern Oscillation. Our results highlight the significance of direct observations for better understanding and estimating ISVs of ocean circulation.
由于缺乏直接观测资料,量化赤道西太平洋上层海洋(100 米)带状海流(U)季内变率(ISV)的时空特征仍然很困难。在此,我们通过分析 2014 年 1 月至 2021 年 4 月期间位于东经 140°-142°、南纬 1.7°-北纬 4.7°的 5 个次表层系泊数据来研究其特征。我们的分析表明,U ISV 的振幅超过 40 cm s-1,与其长期平均值相当,并且具有明显的季节性,在北半球的冬春季(10 月-4 月)为高峰期,在夏秋季(5 月-9 月)为减弱期。赤道南部的 U ISV 强度比北部强 50%。对卫星/再分析数据和模式试验的分析表明,大气季内振荡(ISO)通过风力作用占 U ISV 季节性的 80%,而海洋内部过程通过非线性气压不稳定性占 20%。混合层深度的一致变化表明,海洋 ISV 在厄尔尼诺-南方涛动的季节相位锁定中可能发挥作用。我们的研究结果突出表明,直接观测对于更好地理解和估计海洋环流的 ISVs 具有重要意义。
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引用次数: 0
Projected impact of solar radiation modification geoengineering on water deficit risk over major Central African river basins 太阳辐射修正地球工程对中部非洲主要河流流域缺水风险的预测影响
Pub Date : 2024-07-19 DOI: 10.1088/1748-9326/ad657d
Thierry C. Fotso‐Nguemo, Steven Chouto, J. P. Nghonda, A. Diedhiou, B. Kravitz, Z. Yepdo, Flore K. Djuidje, B. Abiodun
The economy of Central African countries strongly depends on rain-fed agriculture and hydropower generation. However, most countries in this subregion do not yet have the irrigation technologies that are already applied in many more advanced nations, which further exposes them to the serious risk of severe drought caused by global warming. This study investigates the potential impact of solar radiation modification (SRM) geoengineering on the water availability over the four major river basins that cross most of Central African countries (i.e., Niger Basin, Lake Chad Basin, Cameroon Atlantic Basin and Congo Basin). For this purpose a potential water availability index was computed based on an ensemble-mean simulations carried out in the framework of Phase 6 of the Geoengineering Model Intercomparison Project (GeoMIP6), considering two SRM simulation experiments: the stratospheric sulphate aerosol injection (G6sulfur) and the global solar dimming (G6solar). The climate change simulation results in a robust decreases by up to 60% in water availability, most pronounced over the Cameroon Atlantic Basin under the hight radiative forcing scenario. Therefore, in a business-as-usual world, the reduction in water availability combined with the rapid population growth expected by 2050 in the studied region, could result in a significant water deficit over Central African countries towards the end of the 21st century. This water deficit can affect all activities that depend on water resources, such as water supply, agriculture and hydropower generation. Furthermore, the results also show that SRM methods have the potential to significantly reduce this deficit by increasing water availability (as compared to climate change) by up to 50% over the affected river basins, with a more accentuated increase found in the Cameroon Atlantic Basin when the global solar dimming is applied. These results suggest good possibilities of adaptation for populations living in the geographical areas of these river basins.
中部非洲国家的经济严重依赖雨水灌溉的农业和水力发电。然而,该次区域的大多数国家尚未掌握许多先进国家已经应用的灌溉技术,这使它们进一步面临全球变暖导致严重干旱的严重风险。本研究调查了太阳辐射改变(SRM)地球工程对横跨大部分中部非洲国家的四大流域(即尼日尔河流域、乍得湖流域、喀麦隆大西洋流域和刚果河流域)的水供应的潜在影响。为此,根据在地球工程模型相互比较项目(GeoMIP6)第 6 阶段框架内进行的集合平均模拟计算了潜在的水供应指数,考虑了两个 SRM 模拟实验:平流层硫酸盐气溶胶注入(G6sulfur)和全球太阳光变暗(G6solar)。气候变化模拟的结果是,在高辐射强迫情景下,喀麦隆大西洋盆地的可用水量大幅减少,降幅高达 60%。因此,在 "一切照旧 "的情况下,可用水量的减少加上所研究地区预计到 2050 年人口的快速增长,可能导致中部非洲国家在 21 世纪末出现严重缺水。水资源短缺会影响所有依赖水资源的活动,如供水、农业和水力发电。此外,研究结果还表明,在受影响的河流流域,可用水量(与气候变化相比)可增加多达 50%,从而显著减少缺水现象。这些结果表明,生活在这些河流流域地理区域的居民有很好的适应能力。
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引用次数: 0
Relevance of surface albedo to forestry policy in high latitude and altitude regions may be overvalued 地表反照率与高纬度和高海拔地区林业政策的相关性可能被高估了
Pub Date : 2024-07-19 DOI: 10.1088/1748-9326/ad657e
Ryan M. Bright, N. Cattaneo, C. Antón-Fernández, Stephanie Eisner, Rasmus Astrup
Forest restoration and improved forest management are seen as options for enhancing terrestrial carbon dioxide removal in many regions, yet concerns surrounding their potentially adverse surface albedo impacts exist, particularly in high latitude and altitude regions. Such concerns are often based on generalized conclusions rooted in analyses carried out over broad spatial extents at coarse resolutions. The impacts of surface albedo change are highly sensitive to local environmental factors governing both the surface albedo and solar radiation budgets, and many previous assessments either do not sufficiently deal with such sensitivities or do not qualify the conditions under which they are relevant. Using the country of Norway with its diverse gradients in topography and climate as an ideal case study region, we seek clarity to the question of whether surface albedo is relevant to consider in forestry planning, and if so, what are the important factors determining it. We find that the adverse impact of a forest’s albedo outweighs its carbon cycle benefit on only ~ 4% of Norway’s total forested area, reducing to < ~ 1% when future climate changes are considered. Our findings challenge the common perception that surface albedo concerns are highly relevant to forestry planning at high latitudes and emphasize the importance of carrying out albedo impact assessments at spatial scales aligning with those of local forestry planning.
在许多地区,恢复森林和改善森林管理被视为提高陆地二氧化碳去除率的可选方案,但围绕其可能对地表反照率产生的不利影响存在担忧,尤其是在高纬度和高海拔地区。这些担忧往往是基于在粗分辨率下对广阔空间范围进行分析后得出的概括性结论。地表反照率变化的影响对制约地表反照率和太阳辐射预算的当地环境因素高度敏感,而以往的许多评估要么没有充分考虑到这些敏感性,要么没有对其相关条件进行限定。挪威的地形和气候具有不同的梯度,我们将挪威作为一个理想的案例研究地区,试图明确地表反照率是否与林业规划有关,如果有关,决定反照率的重要因素是什么。我们发现,在挪威的森林总面积中,只有约4%的森林反照率的不利影响超过了其碳循环效益,如果考虑到未来的气候变化,则减少到< ~1%。我们的研究结果对地表反照率问题与高纬度地区林业规划高度相关的普遍看法提出了质疑,并强调了在与当地林业规划相一致的空间尺度上开展反照率影响评估的重要性。
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引用次数: 0
Extreme winter-spring drought in Southwest China in 2023: Response to the phase transition from La Niña to El Niño 2023 年中国西南地区冬春极端干旱:从拉尼娜现象到厄尔尼诺现象的阶段性转变的响应
Pub Date : 2024-07-18 DOI: 10.1088/1748-9326/ad64ee
Ling Wang, Shuangmei Ma
During January-May 2023, an extreme prolonged drought dominates Southwest China, which caused a severely damage of local water availability, power supply and productivity in Yunnan Province. It is noted that the initiation and maintenance of this extreme drought was concurrent with phase transition from La Niña into El Niño. We demonstrate that this severe drought event was partly attributed to the relay influences of La Niña and El Niño evolution. The anomalous enhanced cyclone over the western North Pacific (WNP) associated with mature La Niña triggered anomalous downwards motion and reduced moisture supply to Southwest China, contributing to drought initiation. As the La Niña decay, the anomalous WNP cyclone gradually weakened in late winter and early spring. Moreover, the eastwards shifting of anomalous WNP cyclone intensified by the El Niño developing and maintained anomalous northerlies in this region. The preceding winter La Niña favored the prolonged MJO activities over the tropical western Pacific in late spring, which re-intensified anomalous WNP cyclone and aggravated drought in Yunnan. The local extreme droughts are a footprint over Southeast Asia, showing a few months predictability as a possible response to the transition from the phase of La Niña to El Niño. This is supported by the similar extreme droughts in history during phase transition from La Niña into El Niño.
2023 年 1 月至 5 月期间,中国西南地区出现了持续的特大干旱,对云南省当地的供水、供电和生产力造成了严重破坏。我们注意到,这次特大干旱的发生和维持与拉尼娜现象向厄尔尼诺现象的阶段性转变同时发生。我们证明,这次严重干旱事件的部分原因是拉尼娜和厄尔尼诺演变的接力影响。与成熟的拉尼娜现象相关的北太平洋西部气旋异常增强,引发了异常的向下运动,减少了对中国西南地区的水汽供应,导致了干旱的发生。随着拉尼娜现象的衰减,冬末春初西北太平洋异常气旋逐渐减弱。此外,厄尔尼诺现象的发展加剧了异常西 北太平洋气旋的东移,并使这一地区的异常偏北气流得以维持。前一个冬季的拉尼娜现象有利于晚春西太平洋热带上空 MJO 活动的延长,使异常 WNP 气旋再次加强,加剧了云南的干旱。局部极端干旱是东南亚的一个足迹,显示出几个月的可预测性,可能是对从拉尼娜阶段向厄尔尼诺阶段过渡的反应。历史上从拉尼娜阶段过渡到厄尔尼诺阶段时出现的类似极端干旱也证明了这一点。
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引用次数: 0
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