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Study on the Response Mechanism of Climate and Land Use Change to Evapotranspiration in Aksu River Basin 阿克苏河流域气候和土地利用变化对蒸散作用的响应机制研究
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-09-01 DOI: 10.3390/atmos15091055
Gang Zheng, Guanghui Wei, Fanghong Han, Yan Cao, Fan Gao
Research on evapotranspiration and its drivers in the Aksu River Basin from the perspectives of climate change and land use is of great significance for promoting the efficient use and precise allocation of its water resources. Theil-Sen median trend analysis (T-S) and the Mann–Kendall nonparametric test (M-K), in addition to correlation analysis, partial correlation analysis, complex correlation analysis, and driving-factor zoning principles, were used to examine the characteristics of the spatiotemporal changes in evapotranspiration and to explore the driving mechanism of the changes in evapotranspiration. The results indicated that the range of fluctuations in the multiyear average evapotranspiration in the Aksu River Basin from 2001 to 2020 was between 481.58 and 772.37 mm/a, which showed the spatial distribution characteristics of being high in the west and central part of the basin, and low in the north and south of the basin. The positive correlation between evapotranspiration and precipitation was stronger, and the negative correlations with temperature and relative humidity were stronger. The change in evapotranspiration in cultivated land is mainly driven by precipitation and relative humidity × precipitation; for grassland, the main drivers were relative humidity and precipitation × relative humidity; for woodland, the main drivers were relative humidity and other climatic factors; and for other land types, the main drivers were other climatic factors.
从气候变化和土地利用的角度研究阿克苏河流域的蒸散及其驱动因素,对于促进水资源的高效利用和精确分配具有重要意义。本文采用 Theil-Sen 中值趋势分析(T-S)和 Mann-Kendall 非参数检验(M-K),以及相关分析、偏相关分析、复相关分析和驱动因素分区原理,研究了蒸散量时空变化特征,并探讨了蒸散量变化的驱动机制。结果表明,2001-2020年阿克苏河流域多年平均蒸散量波动范围在481.58-772.37 mm/a之间,呈现出流域西部和中部高、北部和南部低的空间分布特征。蒸散量与降水量的正相关性较强,与温度和相对湿度的负相关性较强。耕地蒸散量的变化主要受降水和相对湿度×降水的驱动;草地的主要驱动因素是相对湿度和降水×相对湿度;林地的主要驱动因素是相对湿度和其他气候因子;其他土地类型的主要驱动因素是其他气候因子。
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引用次数: 0
Generalized 3D Model of Crosswind Concentrations and Deposition in the Atmospheric Boundary Layer 横风浓度和大气边界层沉积的通用三维模型
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-31 DOI: 10.3390/atmos15091054
Mehdi Farhane, Otmane Souhar
In this paper, we introduce a comprehensive solution aimed at enhancing our understanding of three-dimensional atmospheric pollutant dispersion. This innovative solution involves the development of a generalized model that extends previous research and is applicable to all parameterization schemes of these equations, including wind speed profiles and turbulent diffusion coefficients, while incorporating the dry deposition criterion. Our methodology involves subdividing the atmospheric boundary layer into distinct sub-layers, which facilitates a detailed examination of pollutant dispersion dynamics. Extensive validation with data from the Hanford experiment has demonstrated the accuracy of this solution in simulating pollutant concentrations. The results demonstrate that there is a strong correlation between the projected and observed concentrations, underscoring the statistical reliability of our approach. This validation situates the statistical indices of our solution within an acceptable range, confirming its accuracy in predicting atmospheric pollutant dispersion. These findings thus establish our solution as a valid and effective method for studying complex environmental phenomena.
本文介绍了一种全面的解决方案,旨在加深我们对三维大气污染物扩散的理解。这一创新性解决方案涉及开发一个通用模型,该模型扩展了之前的研究,适用于这些方程的所有参数化方案,包括风速剖面和湍流扩散系数,同时还纳入了干沉积标准。我们的方法包括将大气边界层细分为不同的子层,这有助于详细研究污染物的扩散动力学。通过对汉福德实验数据的广泛验证,证明了这一解决方案在模拟污染物浓度方面的准确性。结果表明,预测浓度和观测浓度之间存在很强的相关性,这突出表明了我们的方法在统计上的可靠性。这一验证使我们解决方案的统计指数处于可接受的范围内,证实了其在预测大气污染物扩散方面的准确性。因此,这些研究结果证明,我们的解决方案是研究复杂环境现象的有效方法。
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引用次数: 0
Spatiotemporal Trends and Variations in Rainfall Erosivity in the East Qinling Mountains and the Environmental Impacts 东秦岭降雨侵蚀的时空变化趋势及其环境影响
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-30 DOI: 10.3390/atmos15091050
Xiaoming Xu
A better understanding of the spatiotemporal variation characteristics of rainfall erosivity and effects of extreme rainfall events on soil erosion is the basis for improved water resource planning, protection, and ecological restoration in the Qinling Mountains. Using long-term daily precipitation data from 19 national standard meteorological stations from 1957 to 2018, the spatiotemporal variation trend of rainfall erosivity was explored. A linear regression analysis method was used to detect trends in rainfall erosivity. The spatial pattern of rainfall erosivity, which is based on annual, seasonal, and extreme rainfall indices, was analyzed via a geospatial interpolation method. Effects of natural factors and human activities on soil erosion at different stages were examined via the double cumulative curve method. The average annual rainfall erosivity in the Shangluo area is 2306 MJ mm ha−1 h−1 year−1 and generally displays a gradual decreasing trend from southeast to northwest. Over the last 60 years, the annual R exhibited a nonsignificant increasing trend (p > 0.05). Overall, rainfall erosivity showed a phased trend with an increasing trend after 2000. Rainfall erosivity from June to September accounts for 78.5% of the annual total, while the annual R is mainly determined by a few rainfall events during the year. RX1d and RX5d account for 20–40% and 60–80%, respectively, of the total annual R and are likely to result in severe soil erosion in sloping cultivated land areas, agricultural lands, and dirt roads with continued climate change. Implementation of the National Natural Forest Protection Project and the ‘Grain for Green’ Project significantly reduced the intensity and scope of soil erosion in the area. This study aids in understanding the ecohydrological processes and soil erosion and sediment transport characteristics in the Qinling Mountains and promotes water resource protection and management along the middle route of the South-to-North Water Diversion Project.
更好地了解降雨侵蚀率的时空变化特征和极端降雨事件对水土流失的影响,是改善秦岭水资源规划、保护和生态修复的基础。利用1957-2018年19个国家标准气象站的长期日降水量资料,探讨了降雨侵蚀率的时空变化趋势。采用线性回归分析方法检测了降雨侵蚀率的变化趋势。通过地理空间插值法,分析了基于年降雨量、季节降雨量和极端降雨量指数的降雨侵蚀率的空间模式。通过双累积曲线法研究了自然因素和人类活动在不同阶段对土壤侵蚀的影响。商洛地区的年平均降雨侵蚀率为 2306 MJ mm ha-1 h-1 year-1,总体上呈自东南向西北逐渐减小的趋势。近 60 年来,年降雨侵蚀率呈不显著上升趋势(P > 0.05)。总体而言,降雨侵蚀率呈阶段性趋势,2000 年后呈上升趋势。6 月至 9 月的降雨侵蚀率占全年总侵蚀率的 78.5%,而年侵蚀率主要由一年中的几次降雨事件决定。RX1d 和 RX5d 分别占年 R 总量的 20-40% 和 60-80%,随着气候变化的持续,可能会导致坡耕地区、农田和土路的严重水土流失。国家天然林保护工程和 "绿色粮食 "项目的实施大大降低了该地区的水土流失强度和范围。本研究有助于了解秦岭地区的生态水文过程、水土流失和泥沙输移特征,促进南水北调中线工程沿线的水资源保护和管理。
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引用次数: 0
Analytical Review of Wind Assessment Tools for Urban Wind Turbine Applications 城市风力涡轮机应用的风力评估工具分析评述
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-30 DOI: 10.3390/atmos15091049
Islam Abohela, Raveendran Sundararajan
Due to the complex nature of the built environment, urban wind flow is unpredictable and characterised by high levels of turbulence and low mean wind speed. Yet, there is a potential for harnessing urban wind power by carefully integrating wind turbines within the built environment at the optimum locations. This requires a thorough investigation of wind resources to use the suitable wind turbine technology at the correct location—thus, the need for an accurate assessment of wind resources at the proposed site. This paper reviews the commonly used wind assessment tools for the urban wind flow to identify the optimum tool to be used prior to integrating wind turbines in urban areas. In situ measurements, wind tunnel tests, and CFD simulations are analysed and reviewed through their advantages and disadvantages in assessing urban wind flows. The literature shows that CFD simulations are favoured over other most commonly used tools because the tool is relatively easier to use, more efficient in comparing alternative design solutions, and can effectively communicate data visually. The paper concludes with recommendations on best practice guidelines for using CFD simulation in assessing the wind flow within the built environment and emphasises the importance of validating CFD simulation results by other available tools to avoid any associated uncertainties.
由于建筑环境的复杂性,城市风流是不可预测的,其特点是湍流程度高,平均风速低。然而,通过将风力涡轮机精心整合到建筑环境中的最佳位置,利用城市风能还是有潜力的。这就需要对风资源进行全面调查,以便在正确的位置使用合适的风力涡轮机技术,因此需要对拟议地点的风资源进行准确评估。本文回顾了常用的城市风流风力评估工具,以确定在城市地区集成风力涡轮机之前使用的最佳工具。本文分析了现场测量、风洞试验和 CFD 模拟在评估城市风流方面的优缺点。文献显示,CFD 模拟比其他最常用的工具更受青睐,因为这种工具相对更容易使用,在比较替代设计方案时更有效,并能有效地直观传达数据。本文最后就使用 CFD 模拟评估建筑环境内风流的最佳实践指南提出了建议,并强调了通过其他可用工具验证 CFD 模拟结果以避免相关不确定性的重要性。
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引用次数: 0
Long-Term Variability of Surface Ozone and Its Associations with NOx and Air Temperature Changes from Air Quality Monitoring at Belsk, Poland, 1995–2023 1995-2023 年波兰贝尔斯克市空气质量监测得出的地表臭氧长期可变性及其与氮氧化物和气温变化的关系
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080960
Izabela Pawlak, Janusz Krzyścin, Janusz Jarosławski
Surface ozone (O3) and nitrogen oxides (NOx = NO + NO2) measured at the rural station in Belsk (51.83° N, 20.79° E), Poland, over the period of 1995−2023, were examined for long-term variability of O3 and its relationship to changes in the air temperature and NOx. Negative and positive trends were found for the 95th and 5th percentile, respectively, in the O3 data. A weak positive correlation (statistically significant) of 0.33 was calculated between O3 and the temperature averaged from sunrise to sunset during the photoactive part of the year (April–September). Recently, O3 maxima have become less sensitive to temperature changes, reducing the incidence of photochemical smog. The ozone–climate penalty factor decreased from 4.4 µg/m3/°C in the 1995–2004 period to 3.9 µg/m3/°C in the 2015−2023 period. The relationship between Ox (O3 + NO2) and NOx concentrations averaged from sunrise to sunset determined the local and regional contribution to Ox variability. The seasonal local and regional contributions remained unchanged in the period of 1995−2023, stabilizing the average O3 level at Belsk. “NOx-limited” and “VOC-limited” photochemical regimes prevailed in the summer and autumn, respectively. For many winter and spring seasons between 1995 and 2023, the type of photochemical regime could not be accurately determined, making it difficult to build an effective O3 mitigation policy.
研究了 1995-2023 年期间在波兰贝尔斯克(北纬 51.83°,东经 20.79°)农村站测量到的地表臭氧(O3)和氮氧化物(NOx = NO + NO2),以了解 O3 的长期变化及其与气温和 NOx 变化的关系。发现臭氧数据的第 95 和第 5 百分位数分别呈负和正趋势。在每年的光照活跃期(4 月至 9 月),O3 与从日出到日落的平均气温之间存在 0.33 的微弱正相关关系(具有统计学意义)。最近,O3 最大值对温度变化的敏感性降低,从而减少了光化学烟雾的发生。臭氧-气候惩罚因子从 1995-2004 年期间的 4.4 µg/m3/°C 降至 2015-2023 年期间的 3.9 µg/m3/°C。Ox(O3 + NO2)与从日出到日落的氮氧化物平均浓度之间的关系决定了本地和区域对 Ox 变化的贡献。在 1995-2023 年期间,当地和区域的季节性贡献保持不变,从而稳定了贝尔斯克市的臭氧平均水平。夏季和秋季分别是 "氮氧化物受限 "和 "挥发性有机化合物受限 "的光化学状态。在 1995 年至 2023 年期间的许多冬季和春季,无法准确确定光化学机制的类型,因此难以制定有效的臭氧减缓政策。
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引用次数: 0
Evaluation of GNSS-TEC Data-Driven IRI-2016 Model for Electron Density 评估由 GNSS-TEC 数据驱动的 IRI-2016 电子密度模型
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080958
Jing Peng, Yunbin Yuan, Yanwen Liu, Hongxing Zhang, Ting Zhang, Yifan Wang, Zelin Dai
The ionosphere is one of the important error sources that affect the communication of radio signals. The international reference ionosphere (IRI) model is a commonly used model to describe ionospheric parameters. The driving parameter IG12 of the IRI-2016 model was optimally updated based on GNSS-TEC data from 2015 and 2019. The electron density profiles and NmF2 calculated by the IRI-2016 model (upda-IRI-2016) driven by the updated IG12 value (IG-up) were evaluated for their accuracy using ionosonde observations and COSMIC inversion data. The experiments show that both the electron density profiles and NmF2 calculated by upda-IRI-2016 driven by IG-up show significant optimization effects, compared to the IRI-2016 model driven by IG12. For electron density, the precision improvement (PI) for both MAE and RMSE at the Beijing station exceed 31.2% in January 2015 and 16.0% in January 2019. While the PI of MAE and RMSE at the Wuhan station, which is located at a lower latitude, both exceed 32.5% in January 2015, both exceed 42.1% in January 2019, which is significantly higher than that of the Beijing station. In 2015, the PI of MAE and RMSE compared with COSMIC are both higher than 20%. For NmF2, the PI is greater for low solar activity years and low latitude stations, with the Wuhan station showing a PI of more than 11.7% in January 2019 compared to January 2015. The PI compared to COSMIC was higher than 17.2% in 2015.
电离层是影响无线电信号通信的重要误差源之一。国际参考电离层(IRI)模型是描述电离层参数的常用模型。根据 2015 年和 2019 年的 GNSS-TEC 数据,对 IRI-2016 模型的驱动参数 IG12 进行了优化更新。利用电离层观测数据和COSMIC反演数据,评估了IRI-2016模型(upda-IRI-2016)在更新的IG12值(IG-up)驱动下计算的电子密度剖面和NmF2的准确性。实验表明,与IG12驱动的IRI-2016模型相比,IG-up驱动的upda-IRI-2016计算的电子密度剖面和NmF2都有显著的优化效果。在电子密度方面,北京站的 MAE 和 RMSE 精度改进(PI)在 2015 年 1 月和 2019 年 1 月分别超过 31.2% 和 16.0%。而纬度较低的武汉站的 MAE 和 RMSE 的 PI 在 2015 年 1 月均超过 32.5%,2019 年 1 月均超过 42.1%,明显高于北京站。与 COSMIC 相比,2015 年 MAE 和 RMSE 的 PI 均高于 20%。对于 NmF2,低太阳活动年和低纬度站点的 PI 更大,武汉站 2019 年 1 月与 2015 年 1 月相比 PI 超过 11.7%。与 COSMIC 相比,2015 年的 PI 高于 17.2%。
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引用次数: 0
Precipitation Characteristics and Mechanisms over Sri Lanka against the Background of the Western Indian Ocean: 1981–2020 西印度洋背景下斯里兰卡上空的降水特征和机制:1981-2020 年
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080962
Dan Ye, Xin Wang, Yong Han, Yurong Zhang, Li Dong, Hao Luo, Xinxin Xie, Danya Xu
In the current environment of climate change, the precipitation situation of marine islands is particularly valued. So, this study explores precipitation characteristics and mechanisms over Sri Lanka in the background of the western Indian Ocean using satellite and reanalysis datasets based on 40 years (from 1981 to 2020). The results show that the highest precipitation occurs between October and December, accounting for 46.3% of the entire year. The Indian Ocean sea surface temperature warming after 2002 significantly influences precipitation patterns. Particularly during the Second Inter-Monsoon, the western Indian Ocean warming induces an east–west zonal sea surface temperature gradient, leading to low-level circulation and westerly wind anomalies. This, in turn, results in increased precipitation in Sri Lanka between October and December. This study used the Trend-Free Pre-Whitening Mann–Kendall test and Sen’s slope estimator to study nine extreme precipitation indices, identifying a significant upward trend in extreme precipitation events in the Jaffna, arid northern Sri Lanka, peaking on 9 November 2021. This extreme event is due to the influence of weather systems like the Siberian High and intense convective activities, transporting substantial moisture to Jaffna from the Indian Ocean, the Arabian Sea, and the Bay of Bengal during winter. The findings highlight the impact of sea surface temperature warming anomalies in the western Indian Ocean and extreme precipitation events, anticipated to be more accentuated during Sri Lanka’s monsoon season. This research provides valuable insights into the variability of tropical precipitation, offering a scientific basis for the sustainable development of marine islands.
在当前气候变化的大环境下,海洋岛屿的降水状况尤为重要。因此,本研究利用基于 40 年(从 1981 年到 2020 年)的卫星和再分析数据集,探讨了西印度洋背景下斯里兰卡的降水特征和机制。结果表明,10 月至 12 月降水量最大,占全年降水量的 46.3%。2002 年后印度洋海面温度变暖对降水模式产生了显著影响。特别是在第二个季风间歇期,西印度洋变暖引起东西向地带性海面温度梯度,导致低层环流和西风异常。这反过来又导致斯里兰卡 10 月至 12 月降水量增加。本研究利用无趋势预灰化曼-肯德尔检验和森斜率估算器研究了九个极端降水指数,发现斯里兰卡北部干旱地区贾夫纳的极端降水事件呈显著上升趋势,并在 2021 年 11 月 9 日达到峰值。这一极端事件是由于西伯利亚高纬度和强对流活动等天气系统的影响,在冬季将大量水汽从印度洋、阿拉伯海和孟加拉湾输送到贾夫纳。研究结果突显了西印度洋海面温度变暖异常和极端降水事件的影响,预计在斯里兰卡季风季节会更加突出。这项研究为了解热带降水的多变性提供了宝贵的见解,为海洋岛屿的可持续发展提供了科学依据。
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引用次数: 0
Environmental Policies and Countermeasures for the Phase-Out of Ozone-Depleting Substances (ODSs) over the Last 30 Years: A Case Study in Taiwan 过去 30 年逐步淘汰消耗臭氧层物质 (ODS) 的环境政策与对策:台湾案例研究
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080961
Wen-Tien Tsai
It is well established that the reaction cycles involving some halogenated alkanes (so-called ozone-depleting substances—ODSs) contribute to the depletion of ozone in the stratosphere, prompting the Montreal Protocol (initially signed in 1987), and later amendments. The Protocol called for the scheduled phase-out of ODSs, including chlorofluorocarbons (CFCs), hydrochlorofluorocarbons (HCFCs), carbon tetrachloride (CCl4), halon, methyl chloroform (CH3CCl3), methyl chloride (CH3Cl), and even hydrofluorocarbons (HFCs). In view of the urgent importance of ozone layer protection to the global ecological environment, the Taiwanese government has taken regulatory actions to reduce ODS consumption since 1993, through the joint venture of the central competent authorities. Under the government’s regulatory requirements, and the industry’s efforts to adopt both alternatives to ODSs and abatement technologies, the phase-out of some ODSs (i.e., CFCs, CCl4, halon, and CH3CCl3) was achieved prior to 2010. The consumption of HCFCs and methyl chloride has significantly declined over the past three decades (1993–2022). However, HFC emissions indicated a V-type variation during this period. Due to local production and extensive use of HFCs in Taiwan, the country’s emissions increased from 663 kilotons of carbon dioxide equivalents (CO2eq) in 1993 to 2330 kilotons of CO2eq in 2001, and then decreased to 373 kilotons of CO2eq in 2011. Since then, the emissions of HFCs largely used as the alternatives to ODSs showed an upward trend, increasing to 1555 kilotons of CO2eq in 2022. To be in compliance with the Kigali Amendment (KA-2015) to the Montreal Protocol for mitigating global warming, the Taiwanese government has taken regulatory actions to reduce the consumption of some HFC substances with high global warming potential (GWP) under the authorization of the Climate Change Response Act in 2023, aiming at an 80% reduction by 2045 of the baseline consumption in 2024.
众所周知,涉及某些卤化烷烃(即所谓的消耗臭氧层物质)的反应循环会导致平流层中臭氧的消耗,这促使《蒙特利尔议定书》(最初于 1987 年签署)以及后来的修正案出台。该议定书要求按计划淘汰消耗臭氧层物质,包括氯氟化碳(CFCs)、氯氟烃(HCFCs)、四氯化碳(CCl4)、哈龙、甲基氯仿(CH3CCl3)、氯甲烷(CH3Cl),甚至氢氟碳化物(HFCs)。鉴于保护臭氧层对全球生态环境的迫切重要性,台湾政府自 1993 年起通过中央主管当局的联合行动,采取了减少消耗臭氧层物质消费的监管行动。在政府的监管要求下,以及业界采用消耗臭氧层物质替代品和减排技术的努力下,部分消耗臭氧层物质(即氟氯化碳、四氯化碳、哈龙和三氯氯甲烷)在 2010 年前实现了淘汰。过去三十年(1993-2022 年),氟氯烃和甲基氯的消费量大幅下降。然而,氢氟碳化物的排放量在此期间呈现 V 型变化。由于 HFCs 在台湾的本地生产和广泛使用,台湾的排放量从 1993 年的 663 千吨二氧化碳当量(CO2eq)增至 2001 年的 2330 千吨二氧化碳当量(CO2eq),然后降至 2011 年的 373 千吨二氧化碳当量(CO2eq)。此后,主要用作消耗臭氧层物质替代品的氢氟碳化物的排放量呈上升趋势,到 2022 年增至 1555 千吨二氧化碳当量。为遵守《蒙特利尔议定书》关于减缓全球变暖的《基加利修正案》(KA-2015),台湾政府已于 2023 年根据《气候变化应对法》的授权采取监管行动,减少一些具有高全球变暖潜势(GWP)的 HFC 物质的消费量,目标是到 2045 年将 2024 年的基准消费量减少 80%。
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引用次数: 0
The Application of an Intermediate Complexity Atmospheric Research Model in the Forecasting of the Henan 21.7 Rainstorm 中复杂度大气研究模式在河南 21.7 暴雨预报中的应用
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-12 DOI: 10.3390/atmos15080959
Xingbao Wang, Qun Xu, Xiajun Deng, Hongjie Zhang, Qianhong Tang, Tingting Zhou, Fengcai Qi, Wenwu Peng
To improve the forecast accuracy of heavy precipitation, re-forecasts are conducted for the Henan 21.7 rainstorm. The Intermediate Complexity Atmospheric Research Model (ICAR) and the Weather Research and Forecasting Model (WRF) with a 1 km horizontal grid spacing are used for the re-forecasts. The results indicate that heavy precipitation forecasted by ICAR primarily accumulates on the windward slopes of the mountains. In contrast, some severe precipitation forecasted by WRF is beyond the mountains. The main difference between ICAR and WRF is that ICAR excludes the “impacts of physical processes on winds and the nonlinear interactions between the small resolvable-scale disturbances” (briefed as the “physical–dynamical interactions”). Thus, heavy precipitation beyond the mountains is attributed to the “physical–dynamical interactions”. Furthermore, severe precipitation on the windward slopes of the mountains typically aligns with the observations, whereas heavy rainfall beyond the mountains seldom matches the observations. Therefore, severe precipitation on the windward slopes of (beyond) the mountains is more (less) predictable. Based on these findings and theoretical thinking about the predictability of severe precipitation, a scheme of using the ICAR’s prediction to adjust the WRF’s prediction is proposed, thereby improving the forecast accuracy of heavy rainfall.
为了提高强降水预报的准确性,对河南 21.7 暴雨进行了再预报。重新预报采用了中等复杂程度大气研究模式(ICAR)和水平网格间距为 1 公里的天气研究和预报模式(WRF)。结果表明,ICAR 预测的强降水主要聚集在山区的迎风坡。相比之下,WRF 预报的一些强降水则在山脉之外。ICAR 与 WRF 的主要区别在于 ICAR 排除了 "物理过程对风的影响以及可分辨的小尺度扰动之间的非线性相互作用"(简称为 "物理-动力相互作用")。因此,山区以外的强降水归因于 "物理-动力相互作用"。此外,山区迎风坡的强降水通常与观测结果一致,而山区以外的强降水则很少与观测结果一致。因此,山地迎风坡(山地以外)的强降水可预测性更高(更低)。基于这些发现和对强降水可预测性的理论思考,提出了利用 ICAR 预报来调整 WRF 预报的方案,从而提高强降水的预报精度。
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引用次数: 0
Relative Homogenization of Climatic Time Series 气候时间序列的相对同质化
IF 2.9 4区 地球科学 Q3 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-11 DOI: 10.3390/atmos15080957
Peter Domonkos
Homogenization of the time series of observed climatic data aims to remove non-climatic biases caused by technical changes during the history of the climate observations. The spatial redundancy of climate information helps to recognize station-specific inhomogeneities with statistical methods, but the correct detection and removal of inhomogeneity biases is generally not easy for the combined effects of individual inhomogeneities. In a homogenization procedure, several time series of a given climatic variable observed in one climatic region are usually homogenized together via a large number of spatial comparisons between them. Such procedures are called relative homogenization. A relative homogenization procedure may include one or more homogenization cycles where a cycle includes the steps of time series comparison, inhomogeneity detection and corrections for inhomogeneities, and they may include other steps like the filtering of outlier values or spatial interpolations for infilling data gaps. Relative homogenization methods differ according to the number and content of the individual homogenization cycles, the procedure for the time series comparisons, the statistical inhomogeneity detection method, the way of the inhomogeneity bias removal, among other specifics. Efficient homogenization needs the use of tested statistical methods to be included in partly or fully automated homogenization procedures. Due to the large number and high variety of homogenization experiments fulfilled in the Spanish MULTITEST project (2015–2017), its method comparison test results are still the most informative about the efficiencies of homogenization methods in use. This study presents a brief review of the advances in relative homogenization, recalls some key results of the MULTITEST project, and analyzes some theoretical aspects of successful homogenization.
对观测到的气候数据时间序列进行同质化处理,目的是消除气候观测历史上技术变化造成的非气候偏差。气候信息的空间冗余有助于用统计方法识别特定站点的非均质性,但要正确检测和消除非均质性偏差,通常不容易发现单个非均质性的综合影响。在同质化程序中,通常会通过大量的空间比较,将在一个气候区域观测到的特定气候变量的多个时间序列同质化在一起。这种程序称为相对同质化。相对同质化程序可能包括一个或多个同质化循环,其中一个循环包括时间序列比较、不均匀性检测和不均匀性校正等步骤,还可能包括过滤离群值或填补数据缺口的空间插值等其他步骤。相对同质化方法因单个同质化周期的数量和内容、时间序列比较的程序、统计不均匀性检测方法、消除不均匀性偏差的方式以及其他具体细节而有所不同。高效的同质化需要在部分或全自动同质化程序中使用经过测试的统计方法。由于西班牙 MULTITEST 项目(2015-2017 年)完成了大量且种类繁多的均质化实验,其方法对比测试结果仍是目前使用的均质化方法效率方面最有参考价值的信息。本研究简要回顾了相对均质的进展,回顾了 MULTITEST 项目的一些关键成果,并分析了成功均质的一些理论方面。
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