future projection

  • 文章类型: Journal Article
    日本独特的人口轨迹,以人口减少和老龄化为标志,再加上持续的城市化,为使建筑环境容量与资源效率保持一致提出了不同的挑战。本研究旨在调查日本三大大都市区建筑材料库存(MS)的历史演变和项目未来情景及其空间分布。通过全面的物料流和库存分析,对2009-2020年建筑材料的历史积累进行了量化,揭示了混凝土的主导地位和整体库存的增加。探讨了各种驱动因素对建筑领域变化的贡献,将人口动态确定为主要影响。利用共享的社会经济途径情景(SSP),这项研究在五个不同的SSP下预测了到2050年的建筑建筑面积和MS。结果表明,所有场景的总体减少,然而,随着高密度城市核心的持续集中。预计最高和最低的MS情景之间的巨大差距突出了通过可持续实践进行材料保护和减排的机会。人口稠密地区的可持续城市发展需要在基础设施提供和环境保护之间取得平衡,而在人口稀少的地区,重点转移到有效管理和利用空置财产和材料,以应对人口大幅下降的影响。通过提供对日本人口结构变化的建筑面积和MS影响的见解,这项研究强调了可持续城市规划和资源管理战略的必要性,以应对人口变化带来的挑战,最终有助于实现可持续发展和环境保护目标。
    Japan\'s unique demographic trajectory, marked by population decline and aging, coupled with continued urbanization, presents distinct challenges for aligning built environment capacity with resource efficiency. This study aims to investigate the historical evolution and project future scenarios of building material stock (MS) and their spatial distribution across Japan\'s three major metropolitan areas. Through a comprehensive material flow and stock analysis, the historical accumulation of building materials from 2009 to 2020 was quantified, revealing a dominance of concrete and an increasing overall stock. The contributions of various driving factors to changes in construction areas were explored, identifying population dynamics as the predominant influence. Leveraging shared socioeconomic pathway scenarios (SSPs), this research forecasted building floor area and MS until 2050 under five distinct SSPs. The results indicated an overall reduction across all scenarios, yet with a continued concentration in high-density urban cores. The substantial gap between the highest and lowest projected MS scenarios highlighted opportunities for material conservation and emission reductions through sustainable practices. Sustainable urban development in densely populated regions necessitates a balance between infrastructure provision and environmental conservation, while in sparsely populated areas, the focus shifts to the efficient management and utilization of vacant properties and materials to cope with the impacts of significant population declines. By offering insights into the building floor area and MS implications of Japan\'s demographic changes, this study underscores the necessity of sustainable urban planning and resource management strategies to navigate the challenges posed by demographic shifts, ultimately contributing to sustainable development and environmental conservation goals.
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  • 文章类型: Journal Article
    由于北极海冰变化和模型偏差的复杂和不清楚的机制,准确地模拟和预测北极海冰仍然是学术重点。同时,有关预测和监测当局正在寻找满足实际需要的模型。考虑到cGENIE模型在其他领域的理想性能和显著特征,我们使用多种方法评估了该模型在模拟北极海冰方面的技能,并显示出巨大的潜力和综合优势。在此基础上,我们研究了海冰变化的直接驱动因素,并使用该模型在不同的代表浓度路径(RCP)情景下预测了北极海冰的未来时空变化。进一步的研究还发现,在RCP8.5下,北极海冰浓度显示出较大的区域差异,而北极海冰厚度的减少幅度一般比浓度大,显示出更一致的变化一致性。
    Simulating and predicting Arctic sea ice accurately remains an academic focus due to the complex and unclear mechanisms of Arctic sea ice variability and model biases. Meanwhile, the relevant forecasting and monitoring authorities are searching for models to meet practical needs. Given the previous ideal performance of cGENIE model in other fields and notable features, we evaluated the model\'s skill in simulating Arctic sea ice using multiple methods and it demonstrates great potential and combined advantages. On this basis, we examined the direct drivers of sea-ice variability and predicted the future spatio-temporal changes of Arctic sea ice using the model under different Representative Concentration Pathways (RCP) scenarios. Further studies also found that Arctic sea ice concentration shows large regional differences under RCP 8.5, while the magnitude of the reduction in Arctic sea ice thickness is generally greater compared to concentration, showing a more uniform consistency of change.
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  • 文章类型: Journal Article
    极端温度对陆地生态系统产生重大影响,但是,这些极端情况引发植被生产力不利变化的确切水平仍然难以捉摸。在这项研究中,我们得出了两个临界阈值,使用生长季节温度和基于卫星的植被生产力的标准偏差(SD)作为关键指标。我们的发现表明,平均而言,在2001年至2018年期间,当温度异常超过平均温度以上1.45SD时,植被生产力会受到快速抑制。此外,在超过平均值2.98SD的温度下,我们观察到最大程度的抑制,特别是对最极端的高温事件的反应。当地球系统模型由未来的中等排放情景驱动时,他们预测,平均温度将分别在2050年和2070年左右超过这两个关键阈值。然而,重要的是要注意,这些阈值交叉的时间表现出空间变化,并且在热带地区将出现得更早。我们的发现强调,将全球变暖限制在1.5°C可以使植被生长的安全区域增加13%,而允许变暖达到工业化前水平以上2°C。这种缓解策略有助于避免暴露于违反这些阈值的有害极端温度。我们的研究强调了气候缓解政策在气候变暖的世界中促进陆地生态系统可持续发展的关键作用。
    Temperature extremes exert a significant influence on terrestrial ecosystems, but the precise levels at which these extremes trigger adverse shifts in vegetation productivity have remained elusive. In this study, we have derived two critical thresholds, using standard deviations (SDs) of growing-season temperature and satellite-based vegetation productivity as key indicators. Our findings reveal that, on average, vegetation productivity experiences rapid suppression when confronted with temperature anomalies exceeding 1.45 SD above the mean temperature during 2001-2018. Furthermore, at temperatures exceeding 2.98 SD above the mean, we observe the maximum level of suppression, particularly in response to the most extreme high-temperature events. When Earth System Models are driven by a future medium emission scenario, they project that mean temperatures will routinely surpass both of these critical thresholds by approximately the years 2050 and 2070, respectively. However, it is important to note that the timing of these threshold crossings exhibits spatial variation and will appear much earlier in tropical regions. Our finding highlights that restricting global warming to just 1.5°C can increase safe areas for vegetation growth by 13% compared to allowing warming to reach 2°C above preindustrial levels. This mitigation strategy helps avoid exposure to detrimental extreme temperatures that breach these thresholds. Our study underscores the pivotal role of climate mitigation policies in fostering the sustainable development of terrestrial ecosystems in a warming world.
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  • 文章类型: Journal Article
    背景:老年人中的跌倒是救护车运输使用增加的重要原因。认识到今后对策的重要性,我们估计了与跌倒相关的紧急医疗服务(EMS)呼叫的预计数量和百分比.
    方法:我们检查了性别,年龄组,以及2013年至2021年在札幌市联系急诊服务的65岁以上患者的跌倒位置。计算了每个人口亚组的年度秋季相关呼叫,并对趋势进行了分析。使用四个模型来估计2025-2060年预测人口的未来与跌倒相关的呼叫数量:(1)根据2022年的数据,使用(2)泊松级数对2013-2022年数据进行估计,(3)神经网络,(4)使用神经网络对2013-2019年的数据进行估计。还使用相同的方法来确定所有EMS呼叫的数量以获得所有EMS呼叫的比率。
    结果:在2013-2022年期间,为年龄≥65岁的人拨打了70,262次与跌倒相关的电话。在大多数年龄组中,女性在室内的比率较高,男性在室外的比率较高,并且随着年龄的增长而增加。在调整了年龄之后,率逐年上升。未来对秋季来电数量的估计在2040年约为2022年的两倍,2060年为三倍,在2040年和2060年,下跌约占所有EMS来电的11%和13%。
    结论:预计未来老年人中与跌倒相关的EMS呼叫数量将会增加,EMS呼叫的百分比也会增加;因此,迫切需要对策。
    BACKGROUND: Falls among older individuals contribute significantly to the rise in ambulance transport use. To recognize the importance of future countermeasures, we estimated the projected number and percentage of fall-related emergency medical service (EMS) calls.
    METHODS: We examined the sex, age group, and location of falls among patients aged ≥ 65 years who contacted emergency services in Sapporo City from 2013 to 2021. Annual fall-related calls per population subgroup were calculated, and trends were analyzed. Four models were used to estimate the future number of fall-related calls from the 2025-2060 projected population: (1) based on the 2022 data, estimates from the 2013-2022 data using (2) Poisson progression, (3) neural network, (4) estimates from the 2013-2019 data using neural network. The number of all EMS calls was also determined using the same method to obtain the ratio of all EMS calls.
    RESULTS: During 2013-2022, 70,262 fall-related calls were made for those aged ≥ 65 years. The rate was higher indoors among females and outdoor among males in most age groups and generally increased with age. After adjusting for age, the rate increased by year. Future estimates of the number of fall calls are approximately double the number in 2022 in 2040 and three times in 2060, with falls accounting for approximately 11% and 13% of all EMS calls in 2040 and 2060, respectively.
    CONCLUSIONS: The number of fall-related EMS calls among older people is expected to increase in the future, and the percentage of EMS calls will also increase; therefore, countermeasures are urgently needed.
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  • 文章类型: Journal Article
    驯化是一个正在进行的描述良好的过程。然而,虽然许多人研究了植物遗传学中驯化原因的变化,很少有人探索它对植物存在的地理景观部分的影响。因此,这项研究的目的是了解驯化过程如何改变辣椒(辣椒)起源中心的地理空间(驯化)。C.annuum是全球主要的作物物种,其驯化中心,墨西哥,已经被很好的研究。它提供了一个独特的机会来探索不同驯化类别的范围分歧的程度,以及这些范围如何可能因气候变化而改变。为此,我们为四个驯化类创建了生态位模型(野生,半野生,地方品种,现代品种)基于2050、2070和2090年的当前气候和未来气候情景。考虑到目前的环境,我们发现在所有驯化类的地理生态位都有很大的重叠。然而,当前范围的环境和地理方面确实因类别而异。野生和商业品种可以在沙漠条件下生长,而地方品种不能。随着对未来的预测,栖息地失去了不对称,野生,半野生,与现代品种相比,地方品种的领土下降风险更大。Further,我们确定了未来地方品种和野地之间的适应性重叠预计将丢失的区域。虽然范围扩大与驯化广泛相关,在墨西哥辣椒的整个驯化梯度中,我们几乎没有发现持续的生态位扩展(在环境或地理空间中)的支持。相反,特定的驯化过渡导致了损失,然后捕获或重新捕获环境或地理空间。驯化梯度类别之间的环境特征差异及其未来潜在的范围变化增加了对保护地方品种和半野生基因型的保护工作的需求。
    Domestication is an ongoing well-described process. However, while many have studied the changes domestication causes in plant genetics, few have explored its impact on the portion of the geographic landscape in which the plants exist. Therefore, the goal of this study was to understand how the process of domestication changed the geographic space suitable for chile pepper (Capsicum annuum) in its center of origin (domestication). C. annuum is a major crop species globally whose center of domestication, Mexico, has been well-studied. It provides a unique opportunity to explore the degree to which ranges of different domestication classes diverged and how these ranges might be altered by climate change. To this end, we created ecological niche models for four domestication classes (wild, semiwild, landrace, modern cultivar) based on present climate and future climate scenarios for 2050, 2070, and 2090. Considering present environment, we found substantial overlap in the geographic niches of all the domestication classes. Yet, environmental and geographic aspects of the current ranges did vary among classes. Wild and commercial varieties could grow in desert conditions, while landraces could not. With projections into the future, habitat was lost asymmetrically, with wild, semiwild, and landraces at greater risk of territorial declines than modern cultivars. Further, we identified areas where future suitability overlap between landraces and wilds is expected to be lost. While range expansion is widely associated with domestication, we found little support of a constant niche expansion (either in environmental or geographical space) throughout the domestication gradient in chile peppers in Mexico. Instead, particular domestication transitions resulted in loss, followed by capturing or recapturing environmental or geographic space. The differences in environmental characterization among domestication gradient classes and their future potential range shifts increase the need for conservation efforts to preserve landraces and semiwild genotypes.
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  • 文章类型: Journal Article
    祁连山是我国西北地区的气候敏感区,极端降水事件对其生态环境具有重要影响。因此,考虑到全球变暖的情景,预测祁连山地区未来的极端降水指数非常重要。本研究基于三种CMIP6模型(CESM2,EC-Earth3和KACE-1-0-G)。使用偏差校正算法(QDM)来校正模型的降水输出。利用气象软件(ClimpACT2)计算了祁连山地区历史时期和未来8个极端降水指数,并对CMIP6模型模拟祁连山历史时期极端降水指数的性能进行了评价。结果表明:(1)校正后的CMIP6模型能够较好地模拟祁连山历史时期极端降水指数的变化,与其他两个CMIP6模型相比,校正后的CESM2显示出更好的模拟效果。CMIP6模型在模拟R10mm(CC高于0.71)和PRCPTOT(CC高于0.84)时表现良好。(2)8种极端降水指数随SSP情景的增强变化较大。SSP585下21世纪祁连山降水增长率明显高于其他两种SSP方案。祁连山降水的增加主要来自强降水的增加。(3)21世纪祁连山将变得更加湿润,特别是在中部和东部地区。祁连山西部将观测到最大的降水强度增加。此外,根据SSP585,总降水量也将在21世纪末增加。此外,21世纪中后期,祁连山的降水量将随着海拔高度的增加而增加。本研究旨在为极端降水事件的变化提供参考,冰川质量平衡,和21世纪祁连山的水资源。
    The Qilian Mountains are a climate-sensitive area in northwest China, and extreme precipitation events have an important impact on its ecological environment. Therefore, considering the global warming scenario, it is highly important to project the extreme precipitation indices over the Qilian Mountains in the future. This study is based on three CMIP6 models (CESM2, EC-Earth3, and KACE-1-0-G). A bias correction algorithm (QDM) was used to correct the precipitation outputs of the models. The eight extreme precipitation indices over the Qilian Mountains during the historical period and in the future were calculated using meteorological software (ClimPACT2), and the performance of the CMIP6 models to simulate the extreme precipitation indices of the Qilian Mountains in the historical period was evaluated. Results revealed that: (1) The corrected CMIP6 models could simulate the changes in extreme precipitation indices over the Qilian Mountains in the historical period relatively well, and the corrected CESM2 displayed better simulation as compared to the other two CMIP6 models. The CMIP6 models performed well while simulating R10mm (CC is higher than 0.71) and PRCPTOT (CC is higher than 0.84). (2) The changes in the eight extreme precipitation indices were greater with the enhancement of the SSP scenario. The growth rate of precipitation in the Qilian Mountains during the 21st century under SSP585 is significantly higher than the other two SSP scenarios. The increment of precipitation in the Qilian Mountains mainly comes from the increase in heavy precipitation. (3) The Qilian Mountains will become wetter in the 21st century, especially in the central and eastern regions. The largest increase in precipitation intensity will be observed in the western Qilian Mountains. Additionally, total precipitation will also increase in the middle and end of the 21st century under SSP585. Furthermore, the precipitation increment of the Qilian Mountains will increase with the altitude in the middle and end of the 21st century. This study aims to provide a reference for the changes in extreme precipitation events, glacier mass balance, and water resources in the Qilian Mountains during the 21st century.
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  • 文章类型: Journal Article
    土壤是连接大气和植被的重要组成部分,是斜坡水文过程的重要调节器。全球变暖加速了全球水循环,和土壤水分含量(SMC)将发生变化,但是这种变化还不清楚。这里,我们研究了SMC在过去70年和未来70年的不同深度的全球趋势,基于GLDAS-NOAH025数据集以及来自15个CMIP6模型的降水和温度数据。我们发现,与70年的长期平均值相比,从2000年到2020年,全球0-200cmSMC以每年1.284kg/m2的速度减少,呈现显着减少趋势的面积占全球的31.67%。在过去的十年里,0-200cmSMC减少率(2.251kg/m2)翻了一番。全球变暖和降水减少是2000年至2020年全球不同深度SMC衰减的主要原因。在SSP126、SSP245、SSP370和SSP585方案下,未来全球0-200厘米SMC将继续衰减,呈现大幅减少趋势的区域占全球的22.73-49.71%,但土壤分层和区域差异明显。SMC的衰减将进一步加剧全球水循环,增强极端气象灾害的变异性。我们将面临更严重的土壤干旱问题。
    Soil is an important component connecting atmosphere and vegetation, and is an important \'regulator\' of slope hydrological process. Global warming accelerates the global water cycle, and Soil Moisture Content (SMC) will change, but this change is not yet clear. Here, we study the global trend of SMC at different depths over the past 70 years and the next 70 years, based on the GLDAS-NOAH025 dataset and precipitation and temperature data from 15 CMIP6 models. We found that compared with the long-term average of 70 years, the global 0-200 cm SMC is decreasing at a rate of 1.284 kg/m2 per year from 2000 to 2020, and the area showing a significant decreasing trend accounts for 31.67 % of the global. Over the past decade, 0-200 cm SMC reduction rate (2.251 kg/m2) doubled. Global warming and precipitation reduction are the main reasons for the attenuation of SMC at different depths in the global from 2000 to 2020. Under the SSP126, SSP245, SSP370 and SSP585 scenarios, the global 0-200 cm SMC will continue to decay in the future, and the area showing a significant reduction trend accounts for 22.73-49.71 % of the global, but the stratified soil and regional differences are obvious. The attenuation of SMC will further aggravate the global water cycle and enhance the variability of extreme meteorological disasters. We will face more severe soil drought problems.
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  • 文章类型: Journal Article
    预期怀旧是指回顾生活事件并期望将来怀旧。我回顾了最近关于内容的发现,情感侧写,和预期怀旧的心理益处。我还回顾了神经和认知证据,这些证据可能解释了预期怀旧的潜在机制。最后,我在应用环境中讨论预期的怀旧,消费者行为。
    Anticipated nostalgia is the foreseeing of looking back on life events and expecting to feel nostalgic about it in the future. I review recent findings on the content, affective profile, and psychological benefits of anticipated nostalgia. I also review neurological and cognitive evidence that may explain the mechanism underlying anticipated nostalgia. Finally, I discuss anticipated nostalgia in an applied setting, consumer behavior.
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  • 文章类型: Journal Article
    先前的研究通过时间序列分析记录了短期昼夜温度范围(DTR)暴露与心血管疾病(CVD)之间的关联。然而,DTR在基于人群的前瞻性队列中的长期影响尚未完全阐明.这项研究旨在量化DTR暴露与全因死亡率和心血管疾病的纵向关联在一个全国性的前瞻性队列中,通过延伸,预测气候变化下中国未来的DTR变化。我们包括22,702名成年人(平均年龄56.1岁,53.7%的女性)在2012-2015年期间在中国进行的一项全国性横断面研究中,基线时无CVD,并在2018-2019年的随访调查中检查了三项健康结果。我们估计慢性DTR暴露为基线年平均每日最高减去最低温度。采用Cox比例风险回归评估多变量调整后的风险比及其相应的95%置信区间(95%CI)。我们采用了31个缩小规模的全球气候模型,在两个共同的社会经济途径下进行了未来预测。在~5年的中位随访期内,1096名受试者因各种原因死亡,而993名和597名受试者发生致命或非致命的CVD和致命或非致命的中风。分别。全因死亡率的累积发病率,CVD,中风分别为10.49、9.45和5.64/1000人年,分别。在完全调整的模型中,全因死亡的风险,CVD,中风会增加13%(95%CI:8-18%),12%(95%CI:7-18%),和9%(95%CI:2-16%)每1°C增加DTR,分别。此外,观察到DTR与死亡率和CVD之间的浓度-反应曲线呈线性正相关.我们还发现,农村居民中与DTR相关的死亡风险明显高于城市居民。在气候变暖的情况下,DTR的变化在中国各地呈现出偶极子模式。到21世纪末,中国南部(北部)的DTR暴露将增加(减少)。本研究表明,慢性DTR暴露可以对死亡率和CVD风险产生长期影响,这可能为未来关于DTR相关易感人群和地区的公共卫生政策提供信息。
    Previous studies have documented the associations between short-term diurnal temperature range (DTR) exposure and cardiovascular disease (CVD) via time-series analyses. However, the long-term impacts of DTR through a population-based prospective cohort have not been elucidated thoroughly. This study aimed to quantify the longitudinal association of DTR exposure with all-cause mortality and CVD in a nationwide prospective cohort and, by extension, project future DTR changes across China under climate change. We included 22,702 adults (median age 56.1 years, 53.7% women) free of CVD at baseline from a nationwide cross-sectional study in China during 2012-2015, and examined three health outcomes during a follow-up survey in 2018-2019. We estimated the chronic DTR exposure as baseline annual mean daily maximum minus minimum temperature. The Cox proportional hazards regression was adopted to assess the multivariable-adjusted hazard ratio and its corresponding 95% confidence interval (95% CI). We employed 31 downscaled global climate models under two shared socioeconomic pathways for future projection. During the median follow-up period of ~5 years, 1096 subjects died due to all causes while 993 and 597 individuals developed fatal or nonfatal CVD and fatal or nonfatal stroke, respectively. The cumulative incidence rates of all-cause mortality, CVD, and stroke were 10.49, 9.45, and 5.64 per 1000 person-years, respectively. In the fully adjusted models, the risks for all-cause mortality, CVD, and stroke would increase by 13% (95% CI: 8-18%), 12% (95% CI: 7-18%), and 9% (95% CI: 2-16%) per 1 °C increment in DTR, respectively. Moreover, linear positive associations for the concentration-response curves between DTR and mortality and CVD were observed. We also found significantly greater DTR-related mortality risks among rural residents than their urban counterparts. The DTR changes featured a dipole pattern across China under a warming climate. The southern (northern) China would experience increased (decreased) DTR exposure by the end of 21st century. The present study indicates that chronic DTR exposure can exert long-term impacts on mortality and CVD risks, which may inform future public health policies on DTR-related susceptible population and regions.
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  • 文章类型: Journal Article
    对流层中的臭氧对人类健康和生态系统有害。它已成为中国最严重的空气污染物。这里,基于1981-2019年的全球大气化学模型模拟和全国地表观测,亚洲夏季风(ASM)年际变化的影响,包括东亚夏季风(EASM)和南亚夏季风(SASM),调查了中国6月-7月-8月(JJA)的表面O3浓度。EASM强度与中国中南部的地表O3浓度呈显着正相关(97.5°-117.5°E,20°-35°N),相关系数为0.6。相对于疲软的EASM年,EASM强年份的O3浓度增加了5ppb(相对于平均值的10%),这是由于普遍存在的西南风减少导致O3的越境迁移减弱。SASM可以分为两个部分。东亚附近的一个与中国南部的O3具有相似的关系(100°-117.5°E,22°-32°N)与EASM相同。SASM的其他成分与中国东部的地表O3浓度呈负相关(110°-117.5°E,22°-34°N),并且在强季风和弱季风年份之间,O3浓度的最大差异超过5ppb(10%),这可以用南风异常吹向中国东部北部边界的污染物引起的O3发散来解释。研究表明,ASM对我国O3浓度有重要影响,主要是通过改变与大规模流通变化有关的越境运输,这对我国的大气污染防治具有重要意义。ASM的未来预测表明,可持续和中等发展情景是有助于减轻O3污染的完美途径,而高度的社会脆弱性和辐射强迫情景可能会加剧中国未来的O3污染。
    Ozone in the troposphere is harmful to human health and ecosystems. It has become the most severe air pollutant in China. Here, based on global atmospheric chemistry model simulations during 1981-2019 and nation-wide surface observations, the impacts of interannual variations in Asian summer monsoon (ASM), including East Asian summer monsoon (EASM) and South Asian summer monsoon (SASM), on surface O3 concentrations during June-July-August (JJA) in China are investigated. EASM intensity has a significant positive correlation with the surface O3 concentration in south-central China (97.5°-117.5°E, 20°-35°N) with a correlation coefficient of 0.6. Relative to the weak EASM years, O3 concentrations in strong EASM years increased by up to 5 ppb (10 % relative to the average) due to the weakened transboundary transport of O3 resulting from the decrease in prevailing southwesterlies. SASM can be divided into two components. The one near East Asia has a similar relation with O3 in southern China (100°-117.5°E, 22°-32°N) as that of EASM. The other component of SASM is negatively correlated with surface O3 concentration in eastern China (110°-117.5°E, 22°-34°N) and the maximum difference in O3 concentrations exceeded 5 ppb (10 %) between the strong and weak monsoon years, which can be explained by the O3 divergence caused by the anomalous southerlies blowing pollutants away from the northern boundary of eastern China. This study shows that the ASM has an important impact on the O3 concentrations in China, primarily through changing transboundary transport related to the variability of large-scale circulations, which has great implications for air pollution prevention and mitigation in China. Future projections of ASM suggests that the sustainable and medium development scenarios are the perfect pathways that can help to mitigate O3 pollution, while high social vulnerability and radiative forcing scenarios could enhance future O3 pollution in China.
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