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Which sectors should be covered by the EU Carbon Border Adjustment Mechanism? A network analysis 欧盟碳边界调整机制应覆盖哪些部门?网络分析
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-12-01 DOI: 10.1016/j.accre.2023.11.012
Boqiang Lin, Hengsong Zhao
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引用次数: 0
The regional employment implications of a net-zero economy in Costa Rica under uncertainty 不确定条件下净零经济对哥斯达黎加地区就业的影响
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-12-01 DOI: 10.1016/j.accre.2023.11.017
María José Sauma Chacón, Alejandro Matarrita Valverde, Bernardo Zúñiga Alvarado, Mónica Rodríguez-Zúñiga, J. Quirós-Tortós, Luis Víctor-Gallardo, Pauline Schaal, Paula Cubillos, Thierry Duplan, Matthieu Robin, Slim Dali
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引用次数: 0
Geotextile protection of glacier: Observed and simulated impacts on energy and mass balance 冰川的土工布保护:对能量和物质平衡的观测和模拟影响
1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-11-01 DOI: 10.1016/j.accre.2023.11.001
Fei-Teng Wang, Shuang-Shuang Liu, Xing Wang, Hui-Lin Li, Chun-Hai Xu, Lin Wang, Yu-Ang Xue, Xiao-Ying Yue
The detailed physical processes involved in slowing glacier ablation by material cover remain poorly understood so far. In the present study, using the snow cover model SNOWPACK, the effect of geotextile cover on the energy and mass balance at the tongue of the Urumqi Glacier No. 1 (Chinese Tien Shan) was simulated between 12 July 2022 and 31 August 2022. The mass changes and the energy fluxes with and without material cover were compared. The results indicated that the geotextile covering reduced glacier ablation by approximately 68% compared to the ablation in the uncovered regions. The high solar reflectivity of the geotextile reduced the net short-wave radiation energy available for the melt by 45%. Thermal insulation of the geotextile reduced the sensible heat flux by 15%. In addition, the wet geotextile exerted a cooling effect through long-wave radiation and negative latent heat flux. This cooling effect reduced the energy available for ablation by 20%. Consequently, only 37% of the energy was used for melting compared to that used in the uncovered regions (67%). Sensitivity experiments revealed that the geotextile cover used at a thickness range of 0.045–0.090 m reduced the ice loss by approximately 68%–72%, and a further increase in the thickness of the geotextile cover led to little improvements. A higher temperature and greater wind speed increased glacier ablation, although their effects were small. When the precipitation was set to zero, it led to a significantly increased melt. Overall, the geotextile effectively protected the glacier tongue from rapid melting, and the observed results have provided inspiration for developing an effective and sustainable approach to protect the glaciers using geotextile cover.
迄今为止,人们对物质覆盖减缓冰川消融的详细物理过程仍然知之甚少。利用积雪模型SNOWPACK,模拟了2022年7月12日至2022年8月31日期间,土工布覆盖对乌鲁木齐1号冰川(中国天山)冰川舌部能量和物质平衡的影响。比较了有和无材料覆盖时的质量变化和能量通量。结果表明,与未覆盖区域相比,土工布覆盖减少了约68%的冰川消融。土工布的高太阳反射率使熔体可用的净短波辐射能量减少了45%。土工布的保温使感热通量降低了15%。此外,湿土工布通过长波辐射和负潜热通量发挥降温作用。这种冷却效果减少了可用于烧蚀的能量20%。因此,与未覆盖区域(67%)的能量相比,只有37%的能量用于熔化。灵敏度实验表明,0.045 ~ 0.090 m厚度范围内的土工布覆盖层可减少约68% ~ 72%的冰损,而进一步增加土工布覆盖层的厚度几乎没有改善。更高的温度和更大的风速增加了冰川消融,尽管它们的影响很小。当降水量为零时,会导致融化显著增加。总的来说,土工布有效地保护了冰舌免受快速融化的影响,研究结果为开发有效和可持续的利用土工布覆盖保护冰川的方法提供了灵感。
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引用次数: 0
Stratosphere–troposphere synergetic effect on the extreme low-temperature event over China in late November 2022 2022年11月下旬中国极端低温事件的平流层-对流层协同效应
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.014
Ying-Xian Zhang , Dong Si , Yan-Ju Liu , Mei Mei , Guo-Fu Wang

In late November 2022, most regions in China were hit by a strong northwest-path cold wave, bringing a high-hazard extreme low-temperature event (ELTE). Several parts of Northwest China experienced extremely low temperatures and record-breaking snow depths. A stratosphere–troposphere synergetic effect was suggested to be closely related to the ELTE according to a diagnostic analysis. On the one hand, the concurrent establishment of two blockings in Europe–Northeast Atlantic and North Pacific led to a polar vortex split at the tropopause, and the Arctic Oscillation phase subsequently turned negative. An airflow with high potential vorticity (PV) was squeezed out of the Arctic. Meanwhile, a high-PV air that originated from the lower stratospheric Arctic was conveyed southwards to the western Siberian Plain along the sloping isentropic surface. This condition triggered a tropospheric response in which the East Asia trough deepened due to the intensified cyclonic circulation induced by the high-PV intrusion. On the other hand, downward propagation of stratospheric anomalies accompanied by stratospheric polar vortex displacement and split was observed in mid- and late November, respectively. Changes in stratospheric circulation contributed to enhanced blockings over Europe–Northeast Atlantic in the lower stratosphere or upper troposphere. As a result, the inverted omega-shaped circulation pattern was formed in the middle to upper troposphere, and it consisted of the intensified East Asia trough and two blockings in the upstream and downstream regions. The high-PV air upstream of the East Asia trough was advected to China, which directly led to the outbreak of the ELTE. The establishment of double blockings and the displacement or split of the stratospheric polar vortex can be efficient signals for cold-event prediction in China. This study provides novel insights into the cause of ELTEs under warming climates in the future.

2022年11月下旬,中国大部分地区受到强烈的西北路径寒潮的袭击,带来了高危险性的极端低温事件。中国西北部分地区经历了极低的气温和破纪录的积雪深度。根据诊断分析,认为平流层-对流层协同效应与ELTE密切相关。一方面,欧洲-东北大西洋和北太平洋两个阻塞同时建立,导致对流层顶极涡分裂,北极涛动相随之转为负相。一股高位涡度气流被挤出北极。同时,一股源自北极平流层下层的高pv气流沿倾斜等熵面向南输送至西伯利亚平原西部。这种情况触发了对流层响应,在对流层响应中,高pv侵入引起的气旋环流增强导致东亚槽加深。另一方面,在11月中下旬,平流层异常的向下传播分别伴随着平流层极涡位移和分裂。平流层环流的变化导致平流层下部或对流层上部欧洲-东北大西洋上空的阻塞增强。对流层中高层形成了由强化的东亚槽和上下游两个阻塞组成的倒ω型环流格局。东亚低槽上游的高pv空气向中国平流,直接导致了ELTE的爆发。双阻塞的建立和平流层极涡的位移或分裂可以作为中国冷事件预报的有效信号。这项研究为未来变暖气候下elte的成因提供了新的见解。
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引用次数: 0
Can increased economic complexity and reduced carbon emissions of the logistics industry go hand in hand? Evidence from countries along the Belt and Road 增加经济复杂性和减少物流业的碳排放能否齐头并进?来自“一带一路”沿线国家的证据
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.012
Chong Ye , Yan-Hong Zheng , Xiao-Li Han , Shi-Jun Chen

At present, the main focus of research lies in examining the connection between economic complexity and carbon emissions as a whole, but there is a scarcity of quantitative investigations on the link between the above variables within specific industries. Therefore, this study introduces economic complexity as a new variable to build a panel model within the traditional Environmental Kuznets Curve framework. Based on the data of the countries along the Belt and Road from 1998 to 2018, we used the Granger causality test to examine the causal relationship between variables, and use the Fully Modified Ordinary Least Square and Dynamic Ordinary Least Square methods to estimate the coefficients of variables. The key factor linking economic complexity and carbon emissions in the logistics industry is technology innovation Economic complexity can explain and predict the changes in carbon emissions of logistics industry more reasonably, and the relationship between them in line with the environmental kuznets curve hypothesis. Only high-income countries can increase economic complexity while reducing carbon emissions of logistics industry. Based on the empirical analysis, it is suggested that upper-middle income and lower middle-income countries can formulate relevant policies and regulations, and high-income countries can improve the relevant policies and regulations to promote the reduction of carbon emissions of the logistics industry. Studying the impact of economic complexity on carbon emissions in the logistics industry can help better predict and respond to the impact of climate change on the logistics industry.

目前,研究的重点主要集中在整体上考察经济复杂性与碳排放之间的联系,而对具体行业内上述变量之间的联系的定量研究较少。因此,本研究引入经济复杂性作为新变量,在传统的环境库兹涅茨曲线框架内构建面板模型。基于“一带一路”沿线国家1998 - 2018年的数据,采用格兰杰因果检验检验变量之间的因果关系,并采用完全修正普通最小二乘法和动态普通最小二乘法估计变量的系数。经济复杂性能够更合理地解释和预测物流业碳排放的变化,两者之间的关系符合环境库兹涅茨曲线假设。只有高收入国家才能在提高经济复杂性的同时减少物流业的碳排放。在实证分析的基础上,建议中高收入和中低收入国家可以制定相关政策法规,高收入国家可以完善相关政策法规,促进物流业碳排放的减少。研究经济复杂性对物流业碳排放的影响,有助于更好地预测和应对气候变化对物流业的影响。
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引用次数: 0
Extreme characteristics and causes of the drought event in the whole Yangtze River Basin in the midsummer of 2022 2022年盛夏全长江流域干旱事件的极端特征及成因
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.007
Zhuo-Zhuo Lyu , Hui Gao , Rong Gao , Ting Ding

Due to their huge socio-economic impacts and complex formation causes, extreme and continuous drought events have become the focus and nodus of research in recent years. In the midsummer (July–August) of 2022, a severe drought event occurred in the whole Yangtze River Basin (YRB), China. During that period, the precipitation in the upper, middle and lower reaches of the YRB dropped over 40% less than the 1961–2021 climatic mean, which had never happened previously. Furthermore, the temperature was the highest during 1961–2022. The record-breaking magnitude of less rainfall and high temperature directly led to the continuous development of this extreme drought event. An atmospheric moisture budget analysis revealed that the YRB midsummer rainfall anomaly was dominated by the anomalous powerful vertical moisture advection, which was derived from the strongest descending motion over the whole YRB in the 2022 midsummer during 1981–2022. The western Pacific subtropical high (WPSH) during the midsummer remained stronger, more westward and lasted longer than the climatic mean. As a result, the whole YRB was controlled by a positive geopotential height centre. Further evidence revealed that the anomalous subtropical zonal flow played a crucial role in inducing the extreme descent over the YRB. Moreover, the anomalous upper-tropospheric easterly flow over the YRB in 2022 is the strongest during 1981–2022, modulating the generation of the unprecedented descent anomaly over the YRB. The likelihood that an integrated connection of severe drought in East Asia and flood in West Asia and northwestern South Asia would increase when the extremely strong easterly anomalies in the upper troposphere emerged and induced descending adiabatic flow on the eastern sides of the Tibetan Plateau. The results of this study can provide scientific insights into the predictability of extreme drought events and provide ways to improve predictions.

极端持续干旱事件由于其巨大的社会经济影响和复杂的形成原因,成为近年来研究的热点和难点。2022年盛夏(7 - 8月),中国长江流域发生了一次严重干旱事件。在此期间,长江上游、中下游降水比1961—2021年的气候平均值减少了40%以上,这是前所未有的。其中1961-2022年的气温最高。破纪录的少雨和高温直接导致了这次极端干旱事件的持续发展。大气水汽收支分析结果表明,青藏高原2022年盛夏降水异常主要由异常的强垂直水汽平流主导,该平流来源于整个青藏高原最强的下降运动。盛夏期间西太平洋副热带高压(WPSH)偏强、偏西、持续时间较气候平均值长。因此,整个YRB由一个正的位势高度中心控制。进一步的证据表明,副热带纬向异常气流在诱发青藏高原极端下降过程中发挥了重要作用。此外,2022年YRB上空对流层上层偏东气流异常在1981-2022年最强,调节了YRB上空前所未有的下降异常的产生。当对流层上层出现极强的偏东风异常,并在青藏高原东侧诱发下行绝热流时,东亚严重干旱与西亚和南亚西北部洪水综合联系的可能性增加。本研究的结果可以为极端干旱事件的可预测性提供科学的见解,并提供改进预测的方法。
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引用次数: 1
Assessment of the high-resolution estimations of global and diffuse solar radiation using WRF-Solar 利用WRF-Solar对全球和漫射太阳辐射的高分辨率估算进行评估
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.009
Yun-Bo Lu , Lun-Che Wang , Jiao-Jiao Zhou , Zi-Geng Niu , Ming Zhang , Wen-Min Qin

Compared with physical models, WRF-Solar, as an excellent numerical forecasting model, includes abundant novel cloud physical and dynamical processes, which enablesenable the high-frequency output of radiation components which are urgently needed by the solar energy industry. However, the popularisation of WRF-Solar in a wide range of applications, such as the estimation of diffuse radiation, suffers from unpredictable influences of cloud and aerosol optical property parameters. This study assessed the accuracy of the improved numerical weather prediction (WRF-Solar) model in simulating global and diffuse radiation. Aerosol optical properties at 550 nm, which were provided by a moderate resolution imaging spectroradiometer, were used as input to analyse the differences in accuracies obtained by the model with/without aerosol input. The sensitivity of WRF-Solar to aerosol and cloud optical properties and solar zenith angle (SZA) was analysed. The results show the superiority of WRF-Solar to WRF-Dudhia in terms of their root mean square error (RMSE) and mean absolute error (MAE). The coefficients of determination between WRF-Solar and WRF-Dudhia revealed no statistically significant difference, with values greater than 0.9 for the parent and nested domains. In addition, the relative RMSE (RRMSE%) reached 46.60%. The experiment on WRF-Solar and WRF-Dudhia revealed a negative bias for global radiation, but WRF-Solar attained a slightly lower RMSE and higher correlation coefficient than WRF-Dudhia. The WRF-Solar-simulated results on diffuse radiation under clear sky conditions were slightly poorer, with RMSE, RRMSE, mean percentage error and MAE of 181.93 W m−2, 170.52%, 93.04% and 138 W m−2, respectively. Based on Himawari-8 cloud data, statistical results on cloud optical thickness (COT) for cloudy days revealed that WRF-Solar overestimated diffuse radiation at COTs greater than 20. Moreover, when the aerosol optical depth was greater than or equal to 0.8, WRF-Solar also overestimated the diffuse radiation, with a mean difference of 58.57 W m−2. The errors of WRF-Solar simulations in global and diffuse radiation exhibited a significant dependence on the SZA. The dispersion degree of deviation increased gradually with the decrease in the SZA. Thus, WRF-Solar serves as an improved numerical tool that can provide high temporal and high-spatial-resolution solar radiation data for the prediction of photovoltaic power. Studies should explore the improvement of cumulus parameterisation schemes to enhance the accuracy of solar radiation component estimation and prediction under cloudy conditions.

与物理模式相比,WRF-Solar作为一种优秀的数值预报模式,包含了丰富的新颖云物理和动力过程,能够实现太阳能产业急需的辐射分量的高频输出。然而,WRF-Solar在诸如漫射辐射估算等广泛应用中的普及,受到云和气溶胶光学特性参数不可预测的影响。本研究评估了改进的数值天气预报模式(WRF-Solar)在模拟全球和漫射辐射方面的准确性。由中等分辨率成像光谱辐射计提供的550 nm气溶胶光学特性作为输入,用于分析有/没有气溶胶输入的模型所获得的精度差异。分析了WRF-Solar对气溶胶和云光学特性以及太阳天顶角(SZA)的敏感性。结果表明,WRF-Solar在均方根误差(RMSE)和平均绝对误差(MAE)方面优于WRF-Dudhia。WRF-Solar和WRF-Dudhia的决定系数差异无统计学意义,父域和嵌套域的决定系数均大于0.9。相对均方根误差(RRMSE%)达到46.60%。WRF-Solar和WRF-Dudhia对全球辐射有负偏倚,但WRF-Solar的均方根误差略低于WRF-Dudhia,相关系数较高。晴空条件下wrf -太阳模拟散射辐射的结果稍差,RMSE为181.93 W m−2,RRMSE为170.52%,平均百分比误差为93.04%,MAE为138 W m−2。基于himawai -8云资料,对多云天气的云光学厚度(COT)的统计结果表明,WRF-Solar高估了COT大于20的漫射辐射。此外,当气溶胶光学深度大于等于0.8时,WRF-Solar也高估了漫射辐射,平均差值为58.57 W m−2。全球和漫射辐射的WRF-Solar模拟误差与SZA有显著的相关性。偏差的分散程度随着SZA的减小而逐渐增大。因此,WRF-Solar作为一种改进的数值工具,可以为光伏发电预测提供高时间和高空间分辨率的太阳辐射数据。研究应探索改进积云参数化方案,以提高多云条件下太阳辐射分量估计和预报的精度。
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引用次数: 0
Which adjustment methods are suitable for the wind-induced errors of Geonor T-200BM3 precipitation weighing gauges in a periglacial site? 冰川周围地区Geonor T-200BM3降水称重计的风致误差有哪些调整方法?
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.011
Lei Wang , Ren-Sheng Chen , Wei-Jun Sun , Chun-Tan Han , Bao-Juan Huai , Yan-Ni Zhao

Single Alter shielded T-200BM3 weighing precipitation gauges are widely used in the measurement of all precipitation types (rainfall, snow and mixed precipitation) in unattended boreal or alpine regions, but their original datasets must be adjusted for undercatch errors caused by wind in snowy, windy and harsh environments. Therefore, previous researchers have developed many adjustment methods for all precipitation types on different time scales. However, which adjustment method is suitable for T-200BM3 weighing gauge wind-induced error adjustment in harsh alpine regions is unclear. Therefore, precipitation measurement intercomparison experiments were conducted in the Qilian Mountains from July 2018 to July 2021, and eight adjustment methods; were evaluated for wind-induced errors for daily, individual precipitation event, hourly, and half-hourly time scales. Z2004 outperformed the other adjustment methods in regard to the daily measurements of snow and mixed precipitation. Regarding individual snowfall events, M2007 reduced the absolute value of RMSE (bias) from 1.44 to 1.32 mm (0.77–0.24 mm) and could be recommended for snowfall event adjustment. K2017-1 attained a better performance than K2017-2 in regard to half-hourly snowfall and mixed sample adjustment and was more suitable for half-hourly snowfall sample adjustment. K2017-1 reduced the absolute value of bias from 0.07 to 0.00 mm for snowfall. Finally, Z2004, M2007, and K2017-1 yielded better adjustment results for the daily accumulation precipitation amount (>2 mm d−1), individual snowfall events (>2 mm per event), and half-hourly accumulation snowfall or mixed samples (>1 mm 30 min−1), respectively. However, further intercomparison in different climate regions is needed for trace precipitation samples.

单Alter屏蔽T-200BM3称重雨量计广泛用于测量所有降水类型(降雨,降雪和混合降水)在无人照看的北方或高山地区,但他们的原始数据集必须进行调整,以在下雪,多风和恶劣环境中由风引起的捕获误差。因此,前人针对不同时间尺度上的所有降水类型开发了许多调整方法。然而,在恶劣的高寒地区,哪种调整方法适合T-200BM3称重计风致误差调整尚不清楚。为此,在祁连山地区进行了2018年7月—2021年7月降水测量比对试验,采用8种调整方法;评估了日、个别降水事件、每小时和半小时时间尺度的风致误差。Z2004在积雪和混合降水的日测量值方面优于其他平差方法。对于单个降雪事件,M2007将RMSE(偏差)的绝对值从1.44减小到1.32 mm (0.77 ~ 0.24 mm),可以推荐用于降雪事件调整。K2017-1在半小时降雪量和混合样本调整方面的表现优于K2017-2,更适合半小时降雪量样本调整。K2017-1将降雪偏差绝对值从0.07减小到0.00 mm。Z2004、M2007和K2017-1分别对日累积降水量(>2 mm d−1)、单个降雪事件(>2 mm /事件)和半小时累积降雪或混合样品(>1 mm 30 min−1)具有较好的调整结果。然而,微量降水样品需要在不同气候区域进行进一步的相互比较。
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引用次数: 0
The impact of OFDI on firm pro-environmental behavior: Evidence from China 对外直接投资对企业亲环境行为的影响:来自中国的证据
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.006
Hai-Yue Liu , Qin Zhang , Xin Xia , Yi-Le Wang , Rui Xue , Yuli Shan

Outward Foreign Direct Investment (OFDI) is a crucial decision in the internationalization strategy of firms and they confront diversified environmental policies and practices of host countries, when engaging in cross-border investments. However, there is a lack of research to investigate whether foreign direct investment (OFDI) is an important factor affecting the environmental commitment of firms. This study aims to empirically analyze the impact and mechanism by which firm outward foreign direct investment (OFDI) influences pro-environmental commitments, utilizing data collected from Chinese listed companies between 2010 and 2020. The results show: 1) there is a significant positive relationship between firm OFDI and pro-environmental commitments; 2) mechanistic tests show that the OFDI can promote pro-environmental commitments through two channels: public attention and technological learning capacity; 3) heterogeneity analysis reveals that the green effects of OFDI are more pronounced firms with institutional investors and state ownership, as well as in firms situated in host countries with more stringent environmental regulations; 4) further analysis reveals OFDI-induced greater green commitments generated real environmental and economic outcomes: firms invested more in environmental protection and reduced CO2 emissions. In the meantime, they experienced lower excessive debt risk and higher innovative performance. The findings have positive implications for the promotion of firms’ pro-environmental behavior and sustainable development.

对外直接投资(OFDI)是企业国际化战略中的一项关键决策,企业在进行跨境投资时面临东道国多样化的环境政策和实践。然而,国外直接投资(OFDI)是否是影响企业环境承诺的重要因素的研究却很少。本研究旨在利用2010 - 2020年中国上市公司的数据,实证分析企业对外直接投资(OFDI)对环保承诺的影响及其机制。结果表明:1)企业对外直接投资与亲环境承诺之间存在显著的正相关关系;2)机制检验表明,对外直接投资可以通过公众关注和技术学习能力两个渠道促进亲环境承诺;(3)异质性分析表明,机构投资者和国有企业以及环境法规较为严格的东道国企业的对外直接投资绿色效应更为显著;(4)进一步分析表明,对外直接投资导致的更大的绿色承诺产生了真正的环境和经济成果:企业在环境保护方面的投资更多,二氧化碳排放减少。与此同时,他们的过度债务风险更低,创新绩效更高。研究结果对促进企业亲环境行为和可持续发展具有积极意义。
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引用次数: 0
Projected heat wave increasing trends over China based on combined dynamical and multiple statistical downscaling methods 基于动态和多重统计降尺度方法的中国热浪增加趋势预测
IF 7.4 1区 地球科学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2023-10-01 DOI: 10.1016/j.accre.2023.09.001
Ming Zhang , Zhong-Yang Guo , Guang-Tao Dong , Jian-Guo Tan

Extensive investigations on the projection of heat waves (HWs) were conducted on the basis of coarse-resolution global climate models (GCMs). However, these investigations still fail to characterise the future changes in HWs regionally over China. PRECIS dynamical downscaling with a horizontal resolution of 25 km × 25 km was employed on the basis of GCM-HadCM3 to provide reliable projections on HWs over the Chinese mainland, and six statistical downscaling methods were used for bias correction under RCP4.5 and RCP8.5 scenarios. The multi-method ensemble (MME) of the top three dynamical downscaling methods with good performance was used to project future changes. Results showed that PRECIS primarily replicated the detailed spatiotemporal pattern of HWs. However, PRECIS overestimated the HWs in the Northwest and Southeast and expanded the areas of HWs in the Northeast and Southwest. Three statistical downscaling methods (quantile mapping, CDF-t and quantile delta mapping) demonstrated good performance in improving PRECIS simulation for reproducing HWs. By contrast, parametric-based trend-preserving approaches such as scaled distribution mapping and ISI-MIP are outperformed by the three aforementioned methods in downscaling HWs, particularly in the high latitudes of China. Based on MME projections, at the end of the 21st century, the national average of the number of HW days each year, the length of the longest HW event in the year and the extreme maximum temperature in HW will increase by 3 times, 1 time and 1.3 °C, respectively, under the RCP4.5 scenario, whilst that under the RCP8.5 scenario will increase by 8 times, 3 times and 3.7 °C, respectively, relative to 1986–2005. The Northwest is regionally projected to suffer long and hot HWs, whilst the South and Southeast will experience frequent consecutive HWs. Thus, HWs projected by the combined dynamical and statistical downscaling method are highly reliable in projecting HWs over China.

在粗分辨率全球气候模式(GCMs)的基础上对热浪(HWs)的预估进行了广泛的研究。然而,这些调查仍然未能描述中国地区HWs的未来变化特征。在GCM-HadCM3的基础上,采用水平分辨率为25 km × 25 km的PRECIS动力降尺度对中国大陆的高通量进行了可靠的预估,并采用6种统计降尺度方法对RCP4.5和RCP8.5情景下的偏倚进行了校正。采用性能较好的前三种动态降尺度方法中的多方法集成(MME)预测未来变化。结果表明,PRECIS主要复制了HWs的详细时空格局。然而,PRECIS高估了西北和东南部的HWs,并扩大了东北和西南的HWs区域。三种统计降尺度方法(分位数映射、CDF-t和分位数增量映射)在改善PRECIS模拟重现HWs方面表现出良好的性能。相比之下,基于参数的趋势保持方法(如比例分布映射和ISI-MIP)在降低HWs尺度方面优于上述三种方法,特别是在中国高纬度地区。基于MME预估,21世纪末,与1986-2005年相比,RCP4.5情景下的年平均HW日数、年最长HW事件持续时间和HW极端最高温度分别增加3倍、1倍和1.3℃,而RCP8.5情景下的年平均HW日数、最长HW事件持续时间和极端最高温度分别增加8倍、3倍和3.7℃。预计西北地区将遭受长时间高温热浪的影响,而南部和东南部地区将频繁经历连续的高温热浪。因此,采用动力降尺度与统计降尺度相结合的方法预报的高通量在中国上空具有较高的可靠性。
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