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Potential Impact of Wintertime Arctic on the Subsequent Sea Surface Temperature Anomalies in the Tropical Eastern Pacific 冬季北极对热带东太平洋随后海面温度异常的潜在影响
Pub Date : 2024-02-16 DOI: 10.1088/1748-9326/ad2a20
Yuanyuan Guo, Xiaodan Chen
Despite extratropical forcing has been recognized as important factors modulating the El Niño-Southern Oscillation (ENSO) properties on the interannual time scale, little is known about whether and how Arctic forcing changes the tropical sea surface temperature (SST). The current study reveals a significant link between the net surface sensible heat flux (SHF) in the Arctic and the SST anomalies in the tropical eastern Pacific (TEP). Specifically, anomalous upward SHF into the Arctic atmosphere in February leads to a warmer TEP in the subsequent spring and summer. A northeast-southwest-tilted North Pacific Oscillation-like atmospheric pattern associated with the upward Arctic SHF anomaly induces SST cooling in the subtropical North Pacific via positive Wind-Evaporation-SST feedback, which further promotes TEP SST warming via meridional heat advection, thermocline feedback, and nonlinear processes. The spring-to-summer TEP SST anomalies driven by the preceding anomalous Arctic SHF hence potentially modulate the seasonal evolution of ENSO. Our finding implies that we should take into account the Arctic-tropics linkages when comprehensively understanding the ENSO variability and improving ENSO projection skills.
尽管在年际时间尺度上,外热带强迫被认为是调节厄尔尼诺-南方涛动(ENSO)特性的重要因素,但人们对北极强迫是否以及如何改变热带海洋表面温度(SST)却知之甚少。目前的研究揭示了北极地表净显热通量(SHF)与热带东太平洋(TEP)海表温度异常之间的重要联系。具体来说,二月份北极大气中异常上升的 SHF 会导致热带东太平洋在随后的春季和夏季变暖。与北极 SHF 上升异常相关的东北-西南倾斜的北太平洋涛动大气模式通过风-蒸发-SST 正反馈导致北太平洋副热带 SST 变冷,通过经向热平流、热跃层反馈和非线性过程进一步促进热带东太平洋 SST 变暖。因此,由之前异常的北极 SHF 驱动的春夏 TEP SST 异常有可能调节 ENSO 的季节性演变。我们的发现意味着,在全面理解厄尔尼诺/南方涛动变率和提高厄尔尼诺/南方涛动预测能力时,我们应该考虑北极与热带地区的联系。
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引用次数: 0
Causal Analysis of Canada's Environment-Growth Nexus for Inclusive Development Metrics 加拿大环境与增长关系的因果分析,促进包容性发展指标
Pub Date : 2024-01-26 DOI: 10.1088/1748-9326/ad231b
Sochi C. Iwuoha, J. Onochie
Little is known about the relevance of alternative measures of growth in environmental and developmental economic analyses. In Canada, for example, no literature exists on whether there is a causal link between the level of environmental performance and alternative measures of economic progress (which are argued to better capture the overall economic wellbeing than the gross domestic product - GDP). As environmental policies may relate to overall economic wellbeing, we opine that understanding overall economic progress is essential for achieving sustainable development and emissions reduction targets. This paper addresses a knowledge gap by assessing the causal links and directions between Canada’s national-level greenhouse gas emissions (GHG - as an indicator of environmental performance) and three alternative measures of economic growth, namely, gross national disposable income (GNDI), human development index (HDI), and index of economic freedom (IEF); from 1995 to 2019. Our results indicate that causality exists between Canada’s GHG and the alternative growth measures. This implies that Canada’s GNDI, HDI, and IEF may be useful and complementary to GDP in forecasting the national-level total GHG emissions. The research provides insights to further consider the role of overall economic wellbeing in the quest for sustainable, lower-emissions, economic development in Canada and by extension in other nations.
在环境和发展经济学分析中,人们对其他增长衡量标准的相关性知之甚少。例如,在加拿大,没有文献研究环境绩效水平与经济进步的替代衡量标准之间是否存在因果关系(这些衡量标准被认为比国内生产总值(GDP)更能反映整体经济福祉)。由于环境政策可能与整体经济福祉相关,我们认为,了解整体经济进步对于实现可持续发展和减排目标至关重要。本文通过评估 1995 年至 2019 年加拿大国家级温室气体排放量(GHG,作为环境绩效指标)与国民可支配总收入(GNDI)、人类发展指数(HDI)和经济自由度指数(IEF)这三种经济增长替代指标之间的因果联系和方向,填补了这一知识空白。我们的研究结果表明,加拿大的温室气体与其他经济增长指标之间存在因果关系。这意味着,加拿大的 GNDI、HDI 和 IEF 在预测国家层面的温室气体排放总量时,可能是对 GDP 的有益补充。这项研究为进一步考虑整体经济福利在加拿大以及其他国家寻求可持续、低排放经济发展中的作用提供了启示。
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引用次数: 0
Spatial counterfactuals to explore disastrous flooding 探索灾难性洪灾的空间反事实模型
Pub Date : 2024-01-25 DOI: 10.1088/1748-9326/ad22b9
Bruno Merz, Viet Dung Nguyen, B. Guse, Li Han, Xiaoxiang Guan, Oldrich Rakovec, Luis Samaniego, Bodo Ahrens, Sergiy Vorogushyn
Flood-prone people and decision-makers are often unwilling to discuss and prepare for exceptional events, as such events are hard to perceive and out of experience for most people. Once an exceptional flood occurs, affected people and decision-makers are able to learn from this event and improve their preparedness and risk management. However, this learning is often focussed narrowly on the specific disaster experienced, thus missing an opportunity to explore and prepare for even more severe, or different, events. We propose spatial counterfactual floods as a means to motivate society to discuss exceptional events and suitable risk management strategies. We generate a set of extreme floods across Germany by shifting observed rainfall events in space and then propagating these shifted fields through a flood model. We argue that it is highly plausible that the storm tracks that caused past floods could have been shifted by several tens of km in space. The set of spatial counterfactual floods generated in this way contains events which are more than twice as severe as the most disastrous flood since 1950 in Germany. Moreover, regions that have been spared from havoc in the past should not feel safe, as they could have been badly hit as well. We propose spatial counterfactuals as a suitable approach to overcome society's unwillingness to think about and prepare for exceptional floods expected to occur more frequently in a warmer world.
洪水易发人群和决策者往往不愿意讨论和准备应对特殊事件,因为对大多数人来说,这种事件难以察觉,也不在他们的经验范围之内。一旦发生特大洪灾,受影响的人们和决策者就能够从这次事件中吸取教训,改进他们的准备工作和风险管理。然而,这种学习往往局限于所经历的具体灾难,从而错失了探索和准备应对更严重或不同事件的机会。我们提出了空间反事实洪水,以此来激励社会讨论特殊事件和合适的风险管理战略。我们通过在空间中移动观测到的降雨事件,然后通过洪水模型传播这些移动的雨场,从而在德国各地生成一系列极端洪水。我们认为,造成过去洪灾的暴雨轨迹在空间上移动几十公里是非常有可能的。以这种方式生成的空间反事实洪水集包含的事件,其严重程度是德国 1950 年以来最严重洪水的两倍多。此外,过去幸免于难的地区也不应该感到安全,因为它们也可能遭受重创。我们建议将空间反事实作为一种合适的方法,以克服社会不愿考虑和准备应对预计在气候变暖的世界中会更频繁发生的特殊洪水的问题。
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引用次数: 0
Wildfires exacerbate inequalities in indoor pollution exposure 野火加剧了室内污染暴露的不平等
Pub Date : 2024-01-25 DOI: 10.1088/1748-9326/ad22b8
Benjamin Krebs, Matthew Neidell
Wildfires lead to dramatic increases in fine particulate matter pollution concentrations. Based on the premise that higher-income households purchase more defensive investments to reduce the degree to which outdoor pollution infiltrates indoors, in this study, we investigate how income contributes to outdoor-indoor pollution infiltration rates during wildfire events. Using crowd-sourced data from the PurpleAir Real-Time Air Quality Monitoring Network and econometric models that explore variations in monitor readings over time, we find increases in outdoor pollution lead to significant increases in indoor pollution, but disproportionately so in lower-income areas. The results highlight a new inequality in pollution exposure: not only are outdoor pollution levels higher for lower-income individuals, but indoor pollution levels are higher even for similar outdoor pollution levels.
野火导致细颗粒物污染浓度急剧上升。高收入家庭会购买更多防御性投资,以降低室外污染渗入室内的程度,基于这一前提,我们在本研究中调查了在野火事件中收入如何影响室外-室内污染渗入率。通过使用 PurpleAir 实时空气质量监测网络的众包数据,以及探索监测器读数随时间变化的计量经济学模型,我们发现室外污染的增加会导致室内污染的显著增加,但在低收入地区,这种情况尤为严重。结果凸显了污染暴露中新的不平等现象:不仅低收入人群的室外污染水平更高,而且即使室外污染水平相似,室内污染水平也更高。
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引用次数: 0
Increasing gross primary productivity under soil warming and wetting on the Tibetan Plateau 青藏高原土壤增温增湿条件下初级生产力总值的提高
Pub Date : 2024-01-25 DOI: 10.1088/1748-9326/ad1d4f
Q-LearningJING Peng, Binghao Jia, Xin Lai, Longhuan Wang, Qifeng Huang
The soil freeze-thaw process has undergone significant changes on the Tibetan Plateau (TP) in the context of global change, resulting in the changes of soil physical and chemical properties, thereby affecting the vegetation phenology and photosynthesis through affecting the utilization capacity of CO2 and light by vegetation. However, little is known about how soil temperature (ST) and soil moisture (SM) affect the gross primary productivity (GPP) on the TP at different seasons and elevations. In this study, the spatiotemporal variation patterns of GPP, ST, and SM were analyzed based on the Community Land Model version 5.0 (CLM5.0) simulations in order to illustrate the impacts of ST and SM in surface (0–10 cm) and root zone soil (0–100 cm) on GPP between 1979 and 2020. The results showed that the CLM5.0-based GPP and ST were in good agreement with in situ observations. ST, SM and GPP increased at the rates of 0.04 °C a−1, 2.4 × 10−4mm3 mm−3 a−1, and 5.36 g C m−2 a−2, respectively. SM dominated the variations of GPP in winter (64.3%), while ST almost was the dominant factor in other periods, especially spring (99.9%) and autumn (94.7%). The explanatory power of ST and SM for GPP increased with elevation, especially for ST. The relative contributions of ST and SM to GPP at different time scales in root zone soil were similar to those in surface soil. This study provided a new understanding of how soil freeze-thaw affected GPP changes on the TP in the context of the intensification of warming and humidification.
在全球变化的背景下,青藏高原的土壤冻融过程发生了显著变化,导致土壤物理和化学性质的改变,进而通过影响植被对二氧化碳和光的利用能力来影响植被的物候和光合作用。然而,人们对不同季节和海拔高度下土壤温度(ST)和土壤湿度(SM)如何影响土壤初级生产力(GPP)知之甚少。本研究基于社区土地模型 5.0 版(CLM5.0)模拟分析了 GPP、ST 和 SM 的时空变化规律,以说明 1979 至 2020 年间表层(0-10 厘米)和根带土壤(0-100 厘米)中的 ST 和 SM 对 GPP 的影响。结果表明,基于 CLM5.0 的 GPP 和 ST 与实地观测结果非常吻合。ST、SM 和 GPP 的增长率分别为 0.04 °C a-1、2.4 × 10-4mm3 mm-3 a-1 和 5.36 g C m-2 a-2。在冬季,SM 主导了 GPP 的变化(64.3%),而在其他时期,尤其是春季(99.9%)和秋季(94.7%),ST 几乎是主导因素。ST 和 SM 对 GPP 的解释能力随着海拔的升高而增强,尤其是 ST。在不同时间尺度上,根区土壤中 ST 和 SM 对 GPP 的相对贡献与表层土壤相似。该研究为在气候变暖和湿度增加的背景下土壤冻融如何影响TP的GPP变化提供了新的认识。
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引用次数: 0
A plausible emergence of new convection site in the Arctic Ocean in a warming climate 气候变暖时北冰洋可能出现新的对流点
Pub Date : 2024-01-24 DOI: 10.1088/1748-9326/ad2237
Ruijian Gou, Yanni Wang, Ke Xiao, Lixin Wu
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引用次数: 0
Assessing the effective settling of mineral particles in the ocean with application to ocean-based carbon-dioxide removal 评估矿物颗粒在海洋中的有效沉降并应用于海洋二氧化碳清除
Pub Date : 2024-01-24 DOI: 10.1088/1748-9326/ad2236
A. Yang, M. Timmermans
Ocean alkalinity enhancement (OAE), a potential approach for atmospheric carbon dioxide removal (CDR), can involve introducing milled mineral particles into the ocean to promote carbon dioxide uptake. The effectiveness of this method relies on particles remaining in the ocean mixed layer while dissolution takes place, which depends on particle settling rates. Conventionally, particle settling rates are assessed using the Stokes settling velocity in stagnant conditions. However, recent numerical modeling reveals that in dynamic, stratified ocean environments, sediment vertical transport can be up to an order of magnitude faster than Stokes settling because of two types of fluid instabilities that can take place at the mixed layer base. Here, we estimate effective settling velocities in the presence of these instabilities and assess the implications for the efficacy of this particular OAE approach for CDR. The new effective settling rate estimates are sufficiently rapid that there is negligible particle dissolution before particles settle out of the mixed layer. This result is independent of initial particle size for the range of sizes considered here. Findings underscore the importance of considering ocean dynamics and stratification in assessing particle settling rates and provide valuable insights for optimizing OAE applications in diverse marine settings.
海洋碱度增强(OAE)是去除大气中二氧化碳(CDR)的一种潜在方法,可将研磨过的矿物颗粒引入海洋,以促进二氧化碳的吸收。这种方法的有效性取决于颗粒在溶解过程中能否留在海洋混合层中,而这取决于颗粒的沉降速度。传统上,颗粒沉降速度是通过停滞条件下的斯托克斯沉降速度来评估的。然而,最近的数值建模显示,在动态的分层海洋环境中,由于混合层底部可能存在两种流体不稳定性,沉积物的垂直迁移速度可能比斯托克斯沉降速度快一个数量级。在此,我们估算了存在这些不稳定性时的有效沉降速度,并评估了这种特殊的 OAE 方法对 CDR 的影响。新的有效沉降速度估计值足够快,在颗粒沉降出混合层之前,颗粒的溶解可以忽略不计。对于本文考虑的颗粒大小范围,这一结果与初始颗粒大小无关。研究结果强调了在评估颗粒沉降率时考虑海洋动力学和分层的重要性,并为优化 OAE 在各种海洋环境中的应用提供了宝贵的见解。
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引用次数: 0
Temporal regulation of renewable supply for electrolytic hydrogen 电解氢可再生供应的时间调节
Pub Date : 2024-01-24 DOI: 10.1088/1748-9326/ad2239
E. Zeyen, Iegor Riepin, Tom Brown
Electrolytic hydrogen produced using renewable electricity can help lower carbon dioxide emissions in sectors where feedstocks, reducing agents, dense fuels or high temperatures are required. This study investigates the implications of various standards being proposed to certify that the grid electricity used is renewable. The standards vary in how strictly they match the renewable generation to the electrolyser demand in time and space. Using an energy system model, we compare electricity procurement strategies to meet a constant hydrogen demand for selected European countries in 2025 and 2030. We compare cases where no additional renewable generators are procured with cases where the electrolyser demand is matched to additional supply from local renewable generators on an annual, monthly or hourly basis. We show that local additionality is required to guarantee low emissions. For the annually and monthly matched case, we demonstrate that baseload operation of the electrolysis leads to using fossil-fuelled generation from the grid for some hours, resulting in higher emissions than the case without hydrogen demand. In the hourly matched case, hydrogen production does not increase system-level emissions, but baseload operation results in high costs for providing constant supply if only wind, solar and short-term battery storage are available. Flexible operation or buffering hydrogen with storage, either in steel tanks or underground caverns, reduces the cost penalty of hourly versus annual matching to 7–8%. Hydrogen production with monthly matching can reduce system emissions if the electrolysers operate flexibly or the renewable generation share is large. The largest emission reduction is achieved with hourly matching when surplus electricity generation can be sold to the grid. We conclude that flexible operation of the electrolysis should be supported to guarantee low emissions and low hydrogen production costs.
在需要原料、还原剂、高密度燃料或高温的行业中,使用可再生电力生产的电解氢有助于降低二氧化碳排放量。本研究调查了为证明所使用的电网电力为可再生能源而提出的各种标准的影响。这些标准在时间和空间上严格匹配可再生能源发电与电解槽需求的程度各不相同。利用能源系统模型,我们对电力采购策略进行了比较,以满足选定欧洲国家在 2025 年和 2030 年对氢的恒定需求。我们将不采购额外可再生能源发电机的情况与电解槽需求与当地可再生能源发电机每年、每月或每小时额外供应相匹配的情况进行了比较。结果表明,要保证低排放,就必须在当地增加额外供应。在按年和按月匹配的情况下,我们证明电解槽的基荷运行会导致某些时段使用电网的化石燃料发电,从而导致排放量高于无氢气需求的情况。在每小时匹配的情况下,氢气生产不会增加系统级排放,但如果只有风能、太阳能和短期电池储能,基荷运行会导致提供持续供应的高成本。灵活的运行或在钢罐或地下洞穴中储存氢气,可将每小时匹配与每年匹配的成本损失降低到 7-8%。如果电解槽运行灵活或可再生能源发电比例较大,按月匹配制氢可减少系统排放。当剩余发电量可出售给电网时,采用小时匹配制氢可实现最大的减排量。我们的结论是,应支持电解槽的灵活运行,以保证低排放和低制氢成本。
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引用次数: 0
Association Between Maternal Exposure to Environmental Endocrine Disruptors and The Risk of Congenital Heart Diseases in Offspring: A Systematic Review and Meta-analysis 母亲暴露于环境内分泌干扰物与后代先天性心脏病风险之间的关系:系统回顾与元分析
Pub Date : 2024-01-23 DOI: 10.1088/1748-9326/ad21b2
Kai Pan, Jie Xu, Chengxing Wang, Zhen Mao, Yuzhu Xu, Haoke Zhang, Jie Yu
Background: Congenital heart diseases ( CHD ) are the most common type of congenital malformation and are the leading cause of death in newborns. Many studies have investigated the relationship between maternal exposure to environmental endocrine disruptors ( EEDs ) during pregnancy and the risk of CHD in offspring. However, there is a lack of comprehensive and systematic research to assess their relationship. Therefore, the purpose of this paper is to review the literature published in the past 20 years on maternal EEDs exposure during pregnancy and the risk of CHD in offspring, and to explore the exact relationship between them. Methods: Three databases ( PubMed, Embase, and Web of Science ) were searched, and 16 studies with 1068211 participants were included. The Newcastle Ottawa Scale ( NOS ) was used to evaluate the quality of the literature, Begg's test and Egger's test to determine the publication bias of the literature, Q test and I2 statistics to evaluate the statistical heterogeneity among the studies, and subgroup analysis to examine the association between each EEDs and CHD and its subtypes. Results: The results showed that maternal maternal exposure to polycyclic aromatic hydrocarbons ( PAHs ) ( OR = 1.34, 95% CI: 1.17-1.53 ) ( e.g., PAHs and Tetralogy of Fallot ( TOF ), Septal defects ( SD ), Conotruncal defects ( CD ) ), pesticides/insecticides ( OR = 1.21, 95% CI: 1.05 - 1.40 ), alkylphenolic compounds ( OR = 1.46, 95% CI: 1.14 - 1.86 ) and Heavy metals ( Arsenic, Cadmium, Mercury, Lead ) ( OR = 2.09, 95% CI: 1.53 - 2.86 ) during pregnancy increased the risk of CHD in offspring. Conclusion: This study suggests that maternal exposure to EEDs during pregnancy may be an important factor for increasing the risk of CHD in offspring.
背景:先天性心脏病(CHD)是最常见的先天性畸形,也是新生儿死亡的主要原因。许多研究调查了母亲在怀孕期间接触环境内分泌干扰物(EEDs)与后代患先天性心脏病风险之间的关系。然而,目前还缺乏全面系统的研究来评估它们之间的关系。因此,本文旨在回顾过去 20 年中发表的有关孕期母体暴露于环境内分泌干扰物与子代罹患先天性心脏病风险的文献,并探讨两者之间的确切关系。研究方法检索了三个数据库(PubMed、Embase 和 Web of Science),共纳入 16 项研究,参与人数达 1068211 人。采用纽卡斯尔-渥太华量表(Newcastle Ottawa Scale,NOS)评价文献质量,采用Begg检验和Egger检验确定文献的发表偏倚,采用Q检验和I2统计量评价研究间的统计异质性,采用亚组分析考察各EEDs与CHD及其亚型之间的关系。结果显示结果表明,母体暴露于多环芳烃(PAHs)(OR = 1.34,95% CI:1.17-1.53)(例如:PAHs 和四联症)与先天性心脏病的发生有关、多环芳烃(PAHs)(OR = 1.34,95% CI:1.17-1.53)(例如,多环芳烃与法洛氏四联症(TOF)、室间隔缺损(SD)、圆锥角膜缺损(CD))、杀虫剂/杀虫剂(OR = 1.21,95% CI:1.05-1.40)、烷基酚化合物(OR = 1.46,95% CI:1.14-1.86)和重金属(砷、镉、汞、铅)(OR = 2.09,95% CI:1.53-2.86)会增加后代患先天性心脏病的风险。结论本研究表明,母体在怀孕期间接触 EEDs 可能是增加后代罹患先天性心脏病风险的一个重要因素。
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引用次数: 0
A 131-year evidence of more extreme and higher total amount of hourly precipitation in Hong Kong 131 年来香港每小时降水量更极端、总量更大的证据
Pub Date : 2024-01-23 DOI: 10.1088/1748-9326/ad21b1
Yangchen Lai, Jianfeng Li, Tsz-cheung Lee, Wai Po Tse, F. Chan, Yongqin David Chen, Xihui Gu
Based on the observations of hourly precipitation for 131 years from Hong Kong Observatory Headquarters, this study examined the long-term changes in the characteristics of hourly precipitation extremes in terms of intensity, total precipitation amount, duration, and frequency. Results show that the hourly precipitation extremes have significantly intensified by 29%–38% from 1885 to 2022. The 131-year observations evidence that the more extreme the hourly precipitation is (i.e., higher percentiles), the faster the increasing rate it has. Specifically, the magnitudes of hourly precipitation with the 95th, 97.5th, 99th, and 99.9th percentiles increased by rates of 0.03 mm, 0.05 mm, 0.07 mm, and 0.12 mm per year, respectively. Through the secular trend analysis, we found that only the maximum intensity of extreme precipitation events (i.e., events with maximum intensity exceeding the 95th percentiles) shows a significant increasing trend during 1885–2022, while the trends in the total precipitation amount, duration, and mean intensity are not significant. However, by comparing the percentile bin values between three sub-periods of the 131-year record, we found a significant rise over time in the total precipitation amount, mean intensity, and maximum intensity of extreme precipitation events with different intensities (i.e., 95th, 96th, 97th, 98th, and 99th percentiles), while the change in the duration is not significant. The analysis of the frequency of precipitation events shows significant increases in the proportion of extreme precipitation events during 1885–2022. The observations of 53 stations across Hong Kong from 1986–2022 show significant intensification and increasing frequency in the hourly precipitation extremes in most areas of Hong Kong. Meanwhile, the precipitation duration shows a decreasing tendency, which may explain the insignificant changes in the total precipitation amount. These findings provide important insights into the longer-term variations in the characteristics of hourly precipitation extremes.
本研究以香港天文台总部 131 年的每小时降水量观测资料为基础,探讨每小时极端降水量在强度、降水总量、持续时间和频率等方面的长期变化特征。结果显示,从 1885 年至 2022 年,每小时极端降水量明显增强了 29%-38%。131 年的观测结果表明,每小时降水量越极端(即百分位数越高),其增长速度就越快。具体来说,第 95、97.5、99 和 99.9 百分位数的小时降水量分别以每年 0.03 毫米、0.05 毫米、0.07 毫米和 0.12 毫米的速度增加。通过长期趋势分析,我们发现在 1885-2022 年期间,只有极端降水事件的最大强度(即最大强度超过第 95 百分位数的事件)呈显著增加趋势,而降水总量、持续时间和平均强度的趋势并不显著。然而,通过比较 131 年记录中三个子时段的百分位数分位值,我们发现不同强度(即第 95、96、97、98 和 99 百分位数)的极端降水事件的降水总量、平均强度和最大强度随着时间的推移显著增加,而持续时间的变化并不显著。对降水事件频率的分析表明,极端降水事件的比例在 1885-2022 年间显著增加。全港 53 个观测站在 1986-2022 年间的观测结果显示,香港大部分地区的每小时极端降水事件明显加剧,且频率不断增加。与此同时,降水持续时间呈下降趋势,这可能是总降水量变化不大的原因。这些研究结果为了解每小时极端降水的长期变化特征提供了重要启示。
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引用次数: 0
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Environmental Research Letters
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