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Climatic impacts induced by winter wheat irrigation over North China simulated by the nonhydrostatic RegCM4.7 非静水模型 RegCM4.7 模拟的华北冬小麦灌溉对气候的影响
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.04.002
Jia Wu , Zhen-Yu Han , Xue-Jie Gao , Zheng-Jia Liu

Quantification of the impact of winter wheat irrigation on the climate and the occurrence of extreme climatic events over North China is crucial for regional adaptation planning. Previous related studies mainly focused on the impact on surface processes; however, few focused on the effects of extreme events using high-resolution nonhydrostatic regional climate models. Here, the 9-km-resolution nonhydrostatic RegCM4.7 was coupled with a crop irrigation scheme and an updated winter wheat irrigation dataset to better simulate irrigation effects. Two experiments were conducted with and without winter wheat irrigation to isolate the effects of irrigation. Results showed that irrigation simulation reduces the model biases in temperature, precipitation, latent heat flux, soil moisture, sensitive heat flux, and top-layer soil moisture. Moreover, it also reduces the bias and increases the correlation with observations obtained in irrigated areas, especially in summer, indicating better representation of irrigation schemes. Winter wheat irrigation tends to cause substantial cooling of the local surface maximum, minimum, and mean air temperatures (by −1.68, −0.34, and −0.79 °C, respectively) over irrigated areas of North China, with the largest changes observed in relation to maximum temperature. Additionally, precipitation is found to increase during spring and summer, which is strongly related to water vapor transport in the lower levels of the atmosphere. Further analyses indicated that the number of annual mean hot days decrease (−13.9 d), whereas the number of both comfort days (+10.2 d) and rainy days (days with total precipitation greater than 1 mm: +6.6 d) increase over irrigated areas, demonstrating beneficial feedback to human perception and agriculture. Fortunately, although the heat wave risk increases (number of annual mean heat wave days: +5.8 d), the impact is limited to small areas within irrigated region. Additionally, no notable change was found in terms of heavy rainfall events and precipitation intensity, which might be an undereastimation caused by the less water use in model simulation. Although winter wheat irrigation does not have notable impact on the climate of the surrounding region, it is an important factor for the local-scale climate.

量化冬小麦灌溉对华北地区气候和极端气候事件发生的影响对于区域适应规划至关重要。以往的相关研究主要集中于对地表过程的影响,但很少有研究利用高分辨率非静水区域气候模式研究极端事件的影响。本文将 9 千米分辨率的非静力学 RegCM4.7 与作物灌溉方案和更新的冬小麦灌溉数据集相结合,以更好地模拟灌溉效应。分别进行了有冬小麦灌溉和无冬小麦灌溉的两次实验,以隔离灌溉的影响。结果表明,灌溉模拟减少了模型在温度、降水、潜热通量、土壤水分、敏感热通量和表层土壤水分方面的偏差。此外,灌溉模拟还减少了偏差,提高了与灌溉区观测数据的相关性,尤其是在夏季,这表明灌溉方案得到了更好的体现。在华北灌溉区,冬小麦灌溉往往会导致当地地表最高、最低和平均气温大幅下降(分别为-1.68、-0.34和-0.79 °C),其中最高气温的变化最大。此外,春季和夏季降水量增加,这与大气低层的水汽输送密切相关。进一步的分析表明,年平均高温日数减少(-13.9 天),而灌溉区的舒适日数(+10.2 天)和雨日数(总降水量大于 1 毫米的天数:+6.6 天)都增加了,这显示了对人类感知和农业的有益反馈。幸运的是,虽然热浪风险增加(年平均热浪日数:+5.8 d),但影响仅限于灌溉区内的小块区域。此外,在暴雨事件和降水强度方面没有发现明显的变化,这可能是由于模型模拟用水量较少造成的估计不足。虽然冬小麦灌溉对周边地区气候的影响并不明显,但却是影响当地气候的重要因素。
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引用次数: 0
Degradation of warm permafrost and talik formation on the Qinghai‒Tibet Plateau in 2006–2021 2006-2021 年青藏高原暖永久冻土的退化和塔里克的形成
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.03.009
Qi-Hang Mei , Ji Chen , You-Qian Liu , Shou-Hong Zhang , Jing-Yi Zhao , Tian-Chun Dong , Jun-Cheng Wang , Yao-Jun Zhao

Permafrost is degrading globally, particularly those with low thermal stability on the Qinghai‒Tibet Plateau, owing to climate change. However, the inadequacy of direct research on permafrost degradation based on in-situ monitoring limits the prediction of permafrost degradation and engineering practices. This study explored the processes and modes of permafrost degradation into talik by analyzing ground temperature data from five points in the hinterland of the Qinghai‒Tibet Plateau from 2006 to 2021. The results showed that the degradation of the warm permafrost layer with a geothermal gradient of zero occurred simultaneously in the top and bottom directions. The rate of permafrost degradation from the top down and bottom up increase during the degradation process, but the increase of the former is more drastic after the formation of thawed interlayer. Additionally, the construction of the Qinghai‒Tibet Railway changed the degradation modes of the permafrost in adjacent natural sites through horizontal heat transfer, particularly after through talik formation under the embankment. The findings suggest that taking countermeasures before or immediately after forming thawed interlayer is more effective. When evaluating the thermal impact of projects in warm permafrost regions, special attention should be given to the horizontal heat transfer process that may result from the formation of a through talik.

由于气候变化,全球范围内的冻土正在退化,尤其是青藏高原热稳定性较低的冻土。然而,基于原位监测的直接冻土退化研究不足,限制了对冻土退化的预测和工程实践。本研究通过分析 2006 年至 2021 年青藏高原腹地五个点的地温数据,探讨了冻土退化为滑石的过程和模式。结果表明,地温梯度为零的温暖冻土层的退化在上下两个方向同时发生。在降解过程中,自上而下和自下而上的冻土降解速率都在增加,但在解冻夹层形成后,前者的增加更为剧烈。此外,青藏铁路的修建通过水平热传导改变了相邻自然地段冻土的降解模式,尤其是在路堤下形成滑石层之后。研究结果表明,在解冻夹层形成之前或之后立即采取应对措施更为有效。在评估温暖冻土地区工程项目的热影响时,应特别注意贯通塔里克形成后可能产生的水平传热过程。
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引用次数: 0
Status and trends of carbon emissions research at the county level in China 中国县级碳排放研究现状与趋势
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.03.003
Ang-Zu Cai , Ru Guo , Yu-Hao Zhang , Jiang Wu

This study provides a comprehensive overview of the challenges to achieving carbon neutrality at the county level in China and offers targeted recommendations, laying the groundwork for future specialized research in this area. A total of 283 relevant studies (2004–2023) were analyzed to assess county-level carbon emissions through three phases: bibliometric analysis, frontier analysis, and future prospects. Bibliometric findings reveal that publication trends were largely influenced by domestic and foreign policies. Keyword cluster discerns ten primary themes, ranging from conceptual frameworks to research methodologies. The frontier analysis of the literature highlights the leading research areas, which include carbon neutrality pathway, driving factors, spatiotemporal variation of carbon emissions, the co-effects of pollutants and carbon reduction, and carbon emissions in China's rural areas. Drawing from the results of bibliometric and frontier analyses, this study elucidates the recommendations for achieving carbon neutrality at the county level from three perspectives: effective regional policy guidance, emphasis on ecological conservation, and the deployment of advanced carbon reduction and sequestration technologies. This study enriches the body of knowledge on carbon emissions at the county level and holds significant implications for China's comprehensive push towards achieving its carbon neutrality objectives.

本研究全面概述了中国实现县级碳中和所面临的挑战,并提出了有针对性的建议,为该领域未来的专业研究奠定了基础。本研究共分析了 283 项相关研究(2004-2023 年),通过文献计量分析、前沿分析和未来展望三个阶段对县级碳排放进行评估。文献计量分析结果显示,出版趋势在很大程度上受到国内外政策的影响。关键词集群发现了从概念框架到研究方法的十个主要专题。文献前沿分析突出了领先的研究领域,包括碳中和途径、驱动因素、碳排放的时空变化、污染物与碳减排的协同效应以及中国农村地区的碳排放。本研究借鉴文献计量学和前沿分析的结果,从有效的区域政策引导、重视生态保护、部署先进的碳减排和碳封存技术三个方面阐明了实现县级碳中和的建议。本研究丰富了县级碳排放的知识体系,对中国全面推进实现碳中和目标具有重要意义。
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引用次数: 0
Changes in global land surface frozen ground and freeze‒thaw processes during 1950–2020 based on ERA5-Land data 基于 ERA5-Land 数据的 1950-2020 年全球陆地表面冻土和冻融过程的变化
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.03.007
Yong Yang , Ren-Sheng Chen , Yong-Jian Ding , Hong-Yuan Li , Zhang-Wen Liu

Frozen ground (FG) plays an important role in global and regional climates and environments through changes in land freeze‒thaw processes, which have been conducted mainly in different regions. However, the changes in land surface freeze‒thaw processes under climate change on a global scale are still unclear. Based on ERA5-Land hourly land skin temperature data, this study evaluated changes in the global FG area, global land surface first freeze date (FFD), last freeze date (LFD) and frost-free period (FFP) from 1950 to 2020. The results show that the current FG areas (1991–2020 mean) in the Northern Hemisphere (NH), Southern Hemisphere (SH), and globe are 68.50 × 106, 9.03 × 106, and 77.53 × 106 km2, which account for 72.4%, 26.8%, and 60.4% of the exposed land (excluding glaciers, ice sheets, and water bodies) in the NH, SH and the globe, respectively; further, relative to 1951–1980, the FG area decreased by 1.9%, 8.8%, and 2.8%, respectively. Seasonally FG at lower latitudes degrades to intermittently FG, and intermittently FG degrades to non-frozen ground, which caused the global FG boundary to retreat to higher latitudes from 1950 to 2020. The annual FG areas in the NH, SH, and globe all show significant decreasing trends (p < 0.05) from 1950 to 2020 at −0.32 × 106, −0.22 × 106, and −0.54 × 106 km2 per decade, respectively. The FFP prolongation in the NH is mainly influenced by LFD advance, while in the SH it is mainly controlled by FFD delay. The prolongation trend of FFP in the NH (1.34 d per decade) is larger than that in the SH (1.15 d per decade).

冰冻地面(FG)通过土地冻融过程的变化在全球和区域气候与环境中发挥着重要作用。然而,全球范围内气候变化下陆地表面冻融过程的变化尚不清楚。本研究基于ERA5-Land每小时陆地表层温度数据,评估了1950-2020年全球陆地冻融面积、全球陆地表层初冻期(FFD)、末冻期(LFD)和无霜期(FFP)的变化。结果表明,目前北半球(NH)、南半球(SH)和全球的FG面积(1991-2020年平均值)分别为68.50×106、9.03×106和77.53×106平方公里,分别占全球总面积的72.4%、26.8%和60.4%。此外,与 1951-1980 年相比,FG 面积分别减少了 1.9%、8.8% 和 2.8%。低纬度地区的季节性冻土退化为间歇性冻土,间歇性冻土退化为非冻土,这导致全球冻土边界在 1950-2020 年间向高纬度地区后退。从1950年到2020年,NH、SH和全球的年FG面积均呈显著下降趋势(p < 0.05),分别为每10年-0.32×106、-0.22×106和-0.54×106 km2。在北半球,FFP 的延长主要受 LFD 提前的影响,而在南半球则主要受 FFD 延迟的控制。FFP在北半球的延长趋势(每10年1.34 d)大于在南半球的延长趋势(每10年1.15 d)。
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引用次数: 0
Environmental factors controlling soil warming and wetting during 2000–2020 in permafrost and non-permafrost regions across the Qinghai–Tibet Plateau 控制 2000-2020 年青藏高原冻土和非冻土区土壤增温和增湿的环境因素
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.01.004
Guo-An Yin , Jing Luo , Fu-Jun Niu , Ming-Hao Liu , Ze-Yong Gao , Tian-Chun Dong , Wei-Heng Ni

The Qinghai–Tibet Plateau (QTP) has experienced rapid environmental changes, including climate warming and wetting, since the 1980s. These environmental changes significantly impact the shallow soil hydrothermal conditions, which have key roles in land–atmosphere feedback and ecosystem functions. However, the spatial variations and responses of soil hydrothermal conditions to environmental changes over the QTP with permafrost (PF) and seasonal frost (SF) remain unclear. In this study, we investigated the spatial variations in soil temperature (ST) and soil moisture (SM) changes over the QTP from 2000 to 2020 using 99 in-situ sites with observations at 4 depths (i.e. 10, 40, 100 and 200 cm). The main environmental controlling factors were further identified using a calibrated statistical model. Results showed that significant (p < 0.05) soil warming occurred at multiple soil layers during 2000–2020 with a wide variation (i.e. 0.033–0.039 °C per year on average), whereas the warming rates at PF sites were two times greater than those at SF sites. In addition, the soil wetting rate was high over the SF region, whereas the soil wetting rate was low over the PF region. Aside from air temperature, changes in thawing degree days and solar radiation (Srad) contributed most to soil warming in the PF region, whereas changes in rainfall, Srad and evaporation (EVA) have been identified as the key factors in the SF region. As for soil wetting, changes in snowfall, freezing degree days and vegetation have noticeable nonlinear effects over the PF region, whereas changes in EVA, Srad and rainfall highlighted distinct linear and nonlinear effects in the SF region. These findings enhance our understanding of the hydrothermal impacts of future environmental changes over the QTP.

自 20 世纪 80 年代以来,青藏高原经历了快速的环境变化,包括气候变暖和湿润。这些环境变化对浅层土壤热液条件产生了重大影响,而土壤热液条件在陆地-大气反馈和生态系统功能中发挥着关键作用。然而,在有永久冻土(PF)和季节性霜冻(SF)的 QTP 上,土壤水热条件的空间变化及其对环境变化的响应仍不清楚。在本研究中,我们利用 99 个原地观测点,在 4 个深度(即 10、40、100 和 200 厘米)进行观测,研究了 2000 年至 2020 年 QTP 上土壤温度(ST)和土壤水分(SM)变化的空间变化。利用校准统计模型进一步确定了主要环境控制因素。结果表明,在 2000-2020 年期间,多个土壤层都出现了明显的土壤变暖现象(p < 0.05),且变化幅度较大(即平均每年 0.033-0.039 ℃),而 PF 站点的变暖速率是 SF 站点的两倍。此外,SF 区域的土壤湿润率较高,而 PF 区域的土壤湿润率较低。除气温外,解冻度日和太阳辐射(Srad)的变化也是导致PF地区土壤变暖的主要因素,而降雨量、Srad和蒸发量(EVA)的变化被认为是导致SF地区土壤变暖的关键因素。至于土壤湿润,降雪量、冰冻度日和植被的变化对太平洋地区有明显的非线性影响,而 EVA、Srad 和降雨量的变化则对太平洋地区有明显的线性和非线性影响。这些发现加深了我们对未来环境变化对 QTP 水热影响的理解。
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引用次数: 0
Multiscale spatiotemporal meteorological drought prediction: A deep learning approach 多尺度时空气象干旱预测:深度学习方法
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.04.003
Jia-Li Zhang, Xiao-Meng Huang, Yu-Ze Sun

Reliable monitoring and thorough spatiotemporal prediction of meteorological drought are crucial for early warning and decision-making regarding drought-related disasters. The utilisation of multiscale methods is effective for a comprehensive evaluation of drought occurrence and progression, given the complex nature of meteorological drought. Nevertheless, the nonlinear spatiotemporal features of meteorological droughts, influenced by various climatological, physical and environmental factors, pose significant challenges to integrated prediction that considers multiple indicators and time scales. To address these constraints, we introduce an innovative deep learning framework based on the shifted window transformer, designed for executing spatiotemporal prediction of meteorological drought across multiple scales. We formulate four prediction indicators using the standardized precipitation index and the standard precipitation evaporation index as core methods for drought definition using the ERA5 reanalysis dataset. These indicators span time scales of approximately 30 d and one season. Short-term indicators capture more anomalous variations, whereas long-term indicators attain comparatively higher accuracy in predicting future trends. We focus on the East Asian region, notable for its diverse climate conditions and intricate terrains, to validate the model's efficacy in addressing the complexities of nonlinear spatiotemporal prediction. The model's performance is evaluated from diverse spatiotemporal viewpoints, and practical application values are analysed by representative drought events. Experimental results substantiate the effectiveness of our proposed model in providing accurate multiscale predictions and capturing the spatiotemporal evolution characteristics of drought. Each of the four drought indicators accurately delineates specific facets of the meteorological drought trend. Moreover, three representative drought events, namely flash drought, sustained drought and severe drought, underscore the significance of selecting appropriate prediction indicators to effectively denote different types of drought events. This study provides methodological and technological support for using a deep learning approach in meteorological drought prediction. Such findings also demonstrate prediction issues related to natural hazards in regions with scarce observational data, complex topography and diverse microclimate systems.

气象干旱的可靠监测和全面时空预测对于干旱相关灾害的预警和决策至关重要。鉴于气象干旱的复杂性,利用多尺度方法可有效地全面评估干旱的发生和发展。然而,受各种气候、物理和环境因素的影响,气象干旱具有非线性时空特征,这给考虑多个指标和时间尺度的综合预测带来了巨大挑战。为了解决这些制约因素,我们引入了基于移位窗口变换器的创新深度学习框架,该框架专为执行跨尺度的气象干旱时空预测而设计。我们利用ERA5再分析数据集,以标准化降水指数和标准降水蒸发指数作为干旱定义的核心方法,制定了四个预测指标。这些指标的时间跨度约为 30 天和一个季节。短期指标能捕捉到更多的异常变化,而长期指标在预测未来趋势方面则具有相对更高的准确性。我们以气候条件多样、地形复杂的东亚地区为重点,验证了该模式在解决非线性时空预测复杂性方面的功效。从不同的时空视角评估了模型的性能,并通过代表性干旱事件分析了实际应用价值。实验结果证明了我们提出的模型在提供准确的多尺度预测和捕捉干旱时空演变特征方面的有效性。四个干旱指标中的每一个都准确地描述了气象干旱趋势的特定方面。此外,三个具有代表性的干旱事件,即闪电干旱、持续干旱和严重干旱,突出了选择适当的预测指标以有效表示不同类型干旱事件的意义。本研究为在气象干旱预测中使用深度学习方法提供了方法和技术支持。这些发现还表明了在观测数据稀缺、地形复杂和小气候系统多样的地区与自然灾害有关的预测问题。
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引用次数: 0
Challenges and countermeasures for developing countries in addressing loss and damage caused by climate change 发展中国家应对气候变化造成的损失和损害的挑战与对策
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.02.003
Shuo Liu , Yu-E Li , Bin Wang , An-Dong Cai , Chao Feng , Hua Lan , Ruo-Chen Zhao

Loss and damage caused by extreme climate events have attracted increasing attention. The 28th Conference of the Parties to the United Nations Framework Convention on Climate Change (hereinafter referred to as the Convention) has agreed to adopt Loss and Damage Fund agreement, which identified the source of funding and the funds to be entrusted to the World Bank. However, there is still ambiguous that how to allocate the funds could accelerate the effectiveness of meeting the needs for developing countries. Pre-disaster prevention and preparedness is one of the most effective measures to deal with loss and damage, which closely related to adaptation. Previous studies rarely analyzed quantitatively the financial needs of pre-disaster prevention and preparedness relating to adaptation to reduce loss and damage. Based on the official reports submitted by countries under the Convention, this study analyzes the annual change in the total financial support provided by developed countries to developing countries, the proportion of pre-disaster prevention and preparedness in the adaptation needs of developing countries, and the progress in raising the current annual funding target of 100 billion USD for developed countries, to reveal the financial and technical challenges facing by developing countries on addressing loss and damage. The results show that by 2030, the total adaptation financial needs of developing countries are estimated to be about 3.8 trillion USD, of which pre-disaster prevention matters account for about 9%. Therefore, by 2030, developing countries will need about 342 billion USD in pre-disaster prevention and preparedness finance to withstand loss and damage. In addition, developing countries face a lack of technical methods to quantify information about their needs. Based on the above analysis, this study puts forward countermeasures and suggestions, including strengthening the allocation amount of loss and damage fund on pre-disaster warning, prevention and control actions, and establishing track modalities on the finance provided by developed countries to developing countries based on the principles of the principle of Common but Differentiated Responsibilities and Respective Capabilities (CBDR-RC), to provide favorable guarantee for accelerating the effectiveness of international climate governance.

极端气候事件造成的损失和损害日益受到关注。联合国气候变化框架公约》(以下简称《公约》)第 28 次缔约方大会同意通过损失和损害基金协议,确定了资金来源和委托世界银行管理的资金。然而,如何分配这些资金才能更有效地满足发展中国家的需求,仍然是一个模糊的问题。灾前预防和准备是应对损失和破坏的最有效措施之一,与适应密切相关。以往的研究很少对灾前防灾备灾与适应减少损失和损害的资金需求进行定量分析。本研究基于各国在《公约》下提交的官方报告,分析了发达国家向发展中国家提供的资金支持总额的年度变化、灾前防灾备灾在发展中国家适应需求中所占的比例,以及发达国家提高目前每年1000亿美元资金目标的进展情况,揭示了发展中国家在应对损失和损害方面所面临的资金和技术挑战。研究结果表明,到2030年,发展中国家的适应资金需求总额预计约为3.8万亿美元,其中灾前预防事项约占9%。因此,到 2030 年,发展中国家将需要约 3420 亿美元的灾前预防和准备资金,以抵御损失和损害。此外,发展中国家缺乏量化需求信息的技术方法。基于以上分析,本研究提出对策建议,包括加强损失和损害基金对灾前预警和防控行动的分配额度,并根据共同但有区别的责任和各自能力(CBDR-RC)原则,建立发达国家向发展中国家提供资金的跟踪模式,为加快国际气候治理的有效性提供有利保障。
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引用次数: 0
Co-influence of the start of thermal growing season and precipitation on vegetation spring green-up on the Tibetan Plateau 青藏高原热生长季的开始和降水对植被春季返青的共同影响
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.04.005
Chen-Peng Wang , Meng-Tian Huang , Pan-Mao Zhai

The climate in the Tibetan Plateau (TP) has undergone significant change in recent decades, mainly in thermal and water conditions, which plays a crucial role in phenological changes in vegetation spring phenology. However, how the start of the thermal growing season (SOS-T) and the start of the rainy season (SORS) as key climatic factors affect vegetation green-up remains unclear. Given that these factors characterize thermal and water conditions required for vegetation green-up, this study investigated changes in the SOS-T and SORS from 1961 to 2022, using observation-based datasets with long time series. We found that the SOS-T and SORS have advanced across the TP in 1961–2022 and have shown a spatial pattern of advancement in the east and delay in the west in 2000–2022. Further, the co-effect of temperature and precipitation change on the start of vegetation growing season (SOS-V) in 2000–2022 was observed. Averaged across TP, the SOS-V had an early onset of 1.3 d per decade during 2000–2022, corresponding to advanced SOS-T and SORS. Regionally, the SOS-V generally occurred nearly at the same time as the SOS-T in the high-altitude meadow region. A substantial delay in the SOS-V relative to the SOS-T was observed in the desert, shrub, grassland and forest regions and generally kept pace with the SORS. Furthermore, for 50% of the vegetated regions on the TP, inter-annual variation in the delay in the SOS-V relative to the SOS-T was dominated by precipitation change, which was profound in warm-climate regions. This study highlights the co-regulation of precipitation and temperature change in the SOS-V in different vegetation cover regions in the TP, offering a scientific foundation for comprehending the impact of climate change and prospects for vegetation phenology on the TP.

近几十年来,青藏高原的气候发生了显著变化,主要是水热条件的变化,这对植被春季物候变化起着至关重要的作用。然而,热生长季的开始(SOS-T)和雨季的开始(SORS)作为关键气候因素如何影响植被返青仍不清楚。鉴于这些因素表征了植被返青所需的水热条件,本研究利用基于观测的长时间序列数据集,调查了 1961 年至 2022 年 SOS-T 和 SORS 的变化。我们发现,1961-2022 年间,SOS-T 和 SORS 在整个热带雨林地区都有所提高,并在 2000-2022 年间呈现出东部提高、西部推迟的空间格局。此外,还观测到 2000-2022 年温度和降水变化对植被生长季开始时间(SOS-V)的共同影响。从整个热带雨林平均来看,2000-2022 年 SOS-V 每 10 年提前 1.3 d 开始,与 SOS-T 和 SORS 的提前相对应。从区域来看,在高海拔草甸地区,SOS-V 通常与 SOS-T 几乎同时出现。在沙漠、灌木、草地和森林地区,SOS-V 相对于 SOS-T 出现了大幅延迟,一般与 SORS 同步。此外,在热带雨林上 50%的植被区,SOS-V 相对于 SOS-T 的延迟的年际变化主要受降水变化的影响,而降水变化在暖温带地区更为显著。这项研究强调了降水和温度变化对大洋洲不同植被覆盖区 SOS-V 的共同调控作用,为理解气候变化的影响和大洋洲植被物候学的前景提供了科学依据。
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引用次数: 0
How the enhanced East Asian summer monsoon regulates total gross primary production in eastern China 增强的东亚夏季季风如何调节中国东部的总初级生产力
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.04.001
Ming-Yu Han , Yong Zhang , Jing Peng

Recognizing the relationship between gross primary production (GPP) and precipitation in eastern China, the East Asian Summer Monsoon (EASM) plays a crucial role in shaping GPP. Despite confirmation of the strong link between EASM and GPP, there remains a notable research gap in understanding the specific impact of the EASM on GPP in different regions of eastern China. Here we used simulations from Trends in Net Land–Atmosphere Carbon Exchanges (TRENDY) models from 1951 to 2010 and divided eastern China into five subregions for the study. We also used the New East Asian Summer Monsoon Index (NEWI) as a quantitative metric to distinguish between periods of strong and weak EASM. Building on this, this study aims to investigate the response of GPP in different subregions of eastern China. Regionally, under strengthened EASM years (1954, 1957, 1965, 1969, 1977, 1980, 1983, 1987, 1993 and 1998), East China experienced the most pronounced increase in GPP at 12 ± 21 (mean ± 1 sigma) gC m−2 mon−1 compared to the weak EASM years (1958, 1961, 1972, 1973,1978, 1981, 1985, 1994, 1997 and 2004). In contrast, Southwest China showed a decline in GPP at −4 ± 10 gC m−2 mon−1. Moreover, GPP also increased in Northeast and North China when EASM strengthened, while South China showed a decline in GPP. This indicated that GPP changed with monsoon intensity. According to the mechanism analysis, during strong EASM, there was intense moisture convergence through alterations in the atmospheric circulation field over East China and abundant precipitation, which further contributed to the increase in GPP. Downward solar radiation in Southwest China decreased with EASM enhancement, which suppressed GPP and hindered vegetation growth. Overall, the results highlight the importance of accurately predicting the impact of different EASM intensities of regional carbon fluxes.

东亚夏季季候风(EASM)是影响中国东部地区初级生产力总值(GPP)和降水量之间关系的关键因素。尽管东亚夏季季候风与总初级生产力之间的紧密联系已得到证实,但在了解东亚夏季季候风对中国东部不同地区总初级生产力的具体影响方面仍存在明显的研究空白。在此,我们使用了陆地-大气碳交换净趋势(TRENDY)模式从 1951 年到 2010 年的模拟结果,并将华东地区划分为五个亚区进行研究。我们还使用了新东亚夏季季候风指数(NEWI)作为定量指标来区分东亚夏季季候风的强弱期。在此基础上,本研究旨在调查中国东部不同亚区的 GPP 响应。从区域来看,与 EASM 弱年(1958、1961、1972、1973、1978、1981、1985、1994、1997 和 2004 年)相比,在 EASM 强年(1954、1957、1965、1969、1977、1980、1983、1987、1993 和 1998 年),华东地区的 GPP 增长最为明显,达到 12 ± 21(平均值 ± 1 sigma)gC m-2 mon-1。相比之下,中国西南地区的全球升温潜能值下降了-4 ± 10 gC m-2 mon-1。此外,当 EASM 增强时,东北和华北地区的 GPP 也增加了,而华南地区的 GPP 则下降了。这表明 GPP 随季风强度的变化而变化。根据机理分析,在强 EASM 期间,华东上空大气环流场的变化导致水汽强烈辐合,降水丰富,进一步促进了 GPP 的增加。随着 EASM 的增强,中国西南地区向下的太阳辐射减少,从而抑制了 GPP,阻碍了植被的生长。总之,研究结果凸显了准确预测不同 EASM 强度对区域碳通量影响的重要性。
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引用次数: 0
Machine learning-based predictions of current and future susceptibility to retrogressive thaw slumps across the Northern Hemisphere 基于机器学习的北半球当前和未来逆行融雪坍塌易感性预测
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2024-04-01 DOI: 10.1016/j.accre.2024.03.001
Jing Luo , Guo-An Yin , Fu-Jun Niu , Tian-Chun Dong , Ze-Yong Gao , Ming-Hao Liu , Fan Yu

Retrogressive thaw slumps (RTSs) caused by the thawing of ground ice on permafrost slopes have dramatically increased and become a common permafrost hazard across the Northern Hemisphere during previous decades. However, a gap remains in our comprehensive understanding of the spatial controlling factors, including the climate and terrain, that are conducive to these RTSs at a global scale. Using machine learning methodologies, we mapped the current and future RTSs susceptibility distributions by incorporating a range of environmental factors and RTSs inventories. We identified freezing-degree days and maximum summer rainfall as the primary environmental factors affecting RTSs susceptibility. The final ensemble susceptibility map suggests that regions with high to very high susceptibility could constitute (11.6 ± 0.78)% of the Northern Hemisphere's permafrost region. When juxtaposed with the current (2000–2020) RTSs susceptibility map, the total area with high to very high susceptibility could witness an increase ranging from (31.7 ± 0.65)% (SSP585) to (51.9 ± 0.73)% (SSP126) by the 2041–2060. The insights gleaned from this study not only offer valuable implications for engineering applications across the Northern Hemisphere, but also provide a long-term insight into the potential change of RTSs in permafrost regions in response to climate change.

在过去的几十年里,由永久冻土斜坡上的地表冰融化引起的逆行融雪坍塌(RTS)急剧增加,成为北半球常见的永久冻土危害。然而,我们对全球范围内有利于这些 RTS 的空间控制因素(包括气候和地形)的全面了解仍存在差距。我们利用机器学习方法,结合一系列环境因素和 RTSs 清单,绘制了当前和未来 RTSs 易感性分布图。我们发现,冰冻度日和夏季最大降雨量是影响 RTSs 易感性的主要环境因素。最终的集合易感性分布图表明,易感性高到极高的地区可能占北半球永久冻土区的 (11.6 ± 0.78)%。与目前(2000-2020 年)的 RTSs 易感性图相比,到 2041-2060 年,易感性高到非常高的总面积可能会从 (31.7 ± 0.65)% (SSP585) 增加到 (51.9 ± 0.73)% (SSP126)。这项研究不仅为整个北半球的工程应用提供了有价值的启示,还为永久冻土地区的 RTS 因气候变化而可能发生的变化提供了长远的见解。
{"title":"Machine learning-based predictions of current and future susceptibility to retrogressive thaw slumps across the Northern Hemisphere","authors":"Jing Luo ,&nbsp;Guo-An Yin ,&nbsp;Fu-Jun Niu ,&nbsp;Tian-Chun Dong ,&nbsp;Ze-Yong Gao ,&nbsp;Ming-Hao Liu ,&nbsp;Fan Yu","doi":"10.1016/j.accre.2024.03.001","DOIUrl":"10.1016/j.accre.2024.03.001","url":null,"abstract":"<div><p>Retrogressive thaw slumps (RTSs) caused by the thawing of ground ice on permafrost slopes have dramatically increased and become a common permafrost hazard across the Northern Hemisphere during previous decades. However, a gap remains in our comprehensive understanding of the spatial controlling factors, including the climate and terrain, that are conducive to these RTSs at a global scale. Using machine learning methodologies, we mapped the current and future RTSs susceptibility distributions by incorporating a range of environmental factors and RTSs inventories. We identified freezing-degree days and maximum summer rainfall as the primary environmental factors affecting RTSs susceptibility. The final ensemble susceptibility map suggests that regions with high to very high susceptibility could constitute (11.6 <span><math><mrow><mo>±</mo></mrow></math></span> 0.78)% of the Northern Hemisphere's permafrost region. When juxtaposed with the current (2000–2020) RTSs susceptibility map, the total area with high to very high susceptibility could witness an increase ranging from (31.7 <span><math><mrow><mo>±</mo></mrow></math></span> 0.65)% (SSP585) to (51.9 <span><math><mrow><mo>±</mo></mrow></math></span> 0.73)% (SSP126) by the 2041–2060. The insights gleaned from this study not only offer valuable implications for engineering applications across the Northern Hemisphere, but also provide a long-term insight into the potential change of RTSs in permafrost regions in response to climate change.</p></div>","PeriodicalId":48628,"journal":{"name":"Advances in Climate Change Research","volume":"15 2","pages":"Pages 253-264"},"PeriodicalIF":7.4,"publicationDate":"2024-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1674927824000303/pdfft?md5=8e8f760bc2acb4f3f9f1037649a722f4&pid=1-s2.0-S1674927824000303-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140273903","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
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Advances in Climate Change Research
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