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On the Optimal Initial Inner-Core Size for Tropical Cyclone Intensification: An Idealized Numerical Study 关于热带气旋加强的最佳初始内核大小:理想化数值研究
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-07 DOI: 10.1007/s00376-024-3296-6
Rong Fei, Yuqing Wang

Recent observational and numerical studies have revealed the dependence of the intensification rate on the inner-core size of tropical cyclones (TCs). In this study, with the initial inner-core size (i.e., the radius of maximum wind—RMW) varied from 20–180 km in idealized simulations using two different numerical models, we found a nonmonotonic dependence of the lifetime maximum intensification rate (LMIR) on the inner-core size. Namely, there is an optimal inner-core size for the LMIR of a TC. Tangential wind budget analysis shows that, compared to large TCs, small TCs have large inward flux of absolute vorticity due to large absolute vorticity inside the RMW. However, small TCs also suffer from strong lateral diffusion across the eyewall, which partly offsets the positive contribution from large inward flux of absolute vorticity. These two competing processes ultimately lead to the TC with an intermediate initial inner-core size having the largest LMIR. Results from sensitivity experiments show that the optimal size varies in the range of 40–120 km and increases with higher sea surface temperature, lower latitude, larger horizontal mixing length, and weaker initial TC intensity. The 40–120 km RMW corresponds to the inner-core size most commonly found for intensifying TCs in observations, suggesting the natural selection of initial TC size for intensification. This study highlights the importance of accurate representation of TC inner-core size to TC intensity forecasts by numerical weather prediction models.

最近的观测和数值研究揭示了热带气旋(TC)的加强率与内核大小的关系。在这项研究中,我们使用两种不同的数值模式进行理想化模拟,初始内核大小(即最大风半径)在 20-180 公里之间变化,结果发现终生最大增强率(LMIR)与内核大小存在非单调依赖关系。也就是说,热气旋的最大增强率存在一个最佳内核尺寸。切向风预算分析表明,与大型 TC 相比,小型 TC 由于 RMW 内部的绝对涡度较大,因此绝对涡度内流较大。然而,小型热气旋也受到眼球横向扩散的影响,这部分抵消了绝对涡度大量内流的正贡献。这两个相互竞争的过程最终导致具有中等初始内核尺寸的热气旋具有最大的 LMIR。敏感性实验结果表明,最佳尺寸在 40-120 公里范围内变化,并随海面温度升高、纬度降低、水平混合长度增大和初始 TC 强度减弱而增大。40-120 km RMW 与观测资料中最常见的增强型热气旋的内核大小一致,这表明初始热气旋大小是自然选择的。这项研究强调了数值天气预报模式准确表示热气旋内核尺寸对热气旋强度预报的重要性。
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引用次数: 0
Spatiotemporal Evaluation and Future Projection of Diurnal Temperature Range over the Tibetan Plateau in CMIP6 Models CMIP6 模型中青藏高原昼夜温差的时空评估和未来预测
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-07 DOI: 10.1007/s00376-024-3346-0
Suguo Zhang, Qin Hu, Xianhong Meng, Yaqiong Lü, Xianyu Yang

The diurnal temperature range (DTR) serves as a vital indicator reflecting both natural climate variability and anthropogenic climate change. This study investigates the historical and projected multitemporal DTR variations over the Tibetan Plateau. It assesses 23 climate models from phase 6 of the Coupled Model Intercomparison Project (CMIP6) using CN05.1 observational data as validation, evaluating their ability to simulate DTR over the Tibetan Plateau. Then, the evolution of DTR over the Tibetan Plateau under different shared socioeconomic pathway (SSP) scenarios for the near, middle, and long term of future projection are analyzed using 11 selected robustly performing models. Key findings reveal: (1) Among the models examined, BCC-CSM2-MR, EC-Earth3, EC-Earth3-CC, EC-Earth3-Veg, EC-Earth3-Veg-LR, FGOALS-g3, FIO-ESM-2-0, GFDL-ESM4, MPI-ESM1-2-HR, MPI- ESM1-2-LR, and INM-CM5-0 exhibit superior integrated simulation capability for capturing the spatiotemporal variability of DTR over the Tibetan Plateau. (2) Projection indicates a slightly increasing trend in DTR on the Tibetan Plateau in the SSP1-2.6 scenario, and decreasing trends in the SSP2-4.5, SSP3-7.0, and SPP5-8.5 scenarios. In certain areas, such as the southeastern edge of the Tibetan Plateau, western hinterland of the Tibetan Plateau, southern Kunlun, and the Qaidam basins, the changes in DTR are relatively large. (3) Notably, the warming rate of maximum temperature under SSP2-4.5, SSP3-7.0, and SPP5-8.5 is slower compared to that of minimum temperature, and it emerges as the primary contributor to the projected decrease in DTR over the Tibetan Plateau in the future.

昼夜温差(DTR)是反映自然气候变异和人为气候变化的重要指标。本研究调查了青藏高原昼夜温差的历史变化和预测变化。它以 CN05.1 观测数据为验证,评估了耦合模式相互比较项目(CMIP6)第 6 阶段的 23 个气候模式,评价了它们模拟青藏高原 DTR 的能力。然后,利用 11 个性能稳健的模型,分析了在不同的共享社会经济路径(SSP)情景下,青藏高原近、中、远期 DTR 的演变情况。主要研究结果表明:(1)在所研究的模式中,BCC-CSM2-MR、EC-Earth3、EC-Earth3-CC、EC-Earth3-Veg、EC-Earth3-Veg-LR、FGOALS-g3、FIO-ESM-2-0、GFDL-ESM4、MPI-ESM1-2-HR、MPI-ESM1-2-LR 和 INM-CM5-0 在捕捉青藏高原 DTR 时空变率方面表现出卓越的综合模拟能力。(2) 预测结果表明,在 SSP1-2.6 情景下,青藏高原 DTR 略有上升趋势,而在 SSP2-4.5、SSP3-7.0 和 SPP5-8.5 情景下,DTR 呈下降趋势。在某些地区,如青藏高原东南边缘、青藏高原西部腹地、昆仑南部和柴达木盆地,DTR 的变化相对较大。(3)值得注意的是,在 SSP2-4.5、SSP3-7.0 和 SPP5-8.5 条件下,最高气温的升温速率比最低气温的升温速率慢,是未来青藏高原 DTR 预计下降的主要原因。
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引用次数: 0
Enhanced Cooling Efficiency of Urban Trees on Hotter Summer Days in 70 Cities of China 中国 70 个城市的城市树木在炎热夏季提高了降温效率
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-07 DOI: 10.1007/s00376-024-3269-9
Limei Yang, Jun Ge, Yipeng Cao, Yu Liu, Xing Luo, Shiyao Wang, Weidong Guo

Increasing the urban tree cover percentage (TCP) is widely recognized as an efficient way to mitigate the urban heat island effect. The cooling efficiency of urban trees can be either enhanced or attenuated on hotter days, depending on the physiological response of urban trees to rising ambient temperature. However, the response of urban trees’ cooling efficiency to rising urban temperature remains poorly quantified for China’s cities. In this study, we quantify the response of urban trees’ cooling efficiency to rising urban temperature at noontime [∼1330 LT (local time), LT=UTC+8] in 17 summers (June, July, and August) from 2003–19 in 70 economically developed cities of China based on satellite observations. The results show that urban trees have stronger cooling efficiency with increasing temperature, suggesting additional cooling benefits provided by urban trees on hotter days. The enhanced cooling efficiency values of urban trees range from 0.002 to 0.055°C %−1 per 1°C increase in temperature across the selected cities, with larger values for the low-TCP-level cities. The response is also regulated by background temperature and precipitation, as the additional cooling benefit tends to be larger in warmer and wetter cities at the same TCP level. The positive response of urban trees’ cooling efficiency to rising urban temperature is explained mainly by the stronger evapotranspiration of urban trees on hotter days. These results have important implications for alleviating urban heat risk by utilizing urban trees, particularly considering that extreme hot days are becoming more frequent in cities under global warming.

提高城市树木覆盖率(TCP)被广泛认为是缓解城市热岛效应的有效方法。根据城市树木对环境温度上升的生理反应,城市树木的降温效率在高温天既可以提高,也可以降低。然而,对于中国城市而言,城市树木的降温效率对城市气温上升的反应还没有得到很好的量化。在本研究中,我们基于卫星观测数据,对中国 70 个经济发达城市 2003-19 年间 17 个夏季(6 月、7 月和 8 月)正午时分[∼1330 LT(当地时间),LT=UTC+8]的城市树木降温效率对城市气温上升的响应进行了量化。结果表明,随着气温的升高,城市树木的降温效率更高,这表明在较热的天气里,城市树木能提供额外的降温效益。在所选城市中,气温每升高 1°C,城市树木的降温效率增强值从 0.002 到 0.055°C %-1 不等,低总温差水平城市的数值更大。这种反应还受背景温度和降水量的影响,因为在相同的 TCP 水平下,温度较高和降水量较多的城市的额外降温效益往往更大。城市树木的降温效率对城市气温升高的正向响应主要是由于城市树木在较热的天气里有较强的蒸腾作用。这些结果对于通过利用城市树木缓解城市热风险具有重要意义,特别是考虑到在全球变暖的情况下,城市极端高温天越来越频繁。
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引用次数: 0
Effectiveness of Precursor Emission Reductions for the Control of Summertime Ozone and PM2.5 in the Beijing–Tianjin–Hebei Region under Different Meteorological Conditions 不同气象条件下前体减排对京津冀地区夏季臭氧和 PM2.5 的控制效果
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-05 DOI: 10.1007/s00376-024-4071-4
Jing Qian, Hong Liao

We used observed concentrations of air pollutants, reanalyzed meteorological parameters, and results from the Goddard Earth Observing System Chemical Transport Model to examine the relationships between concentrations of maximum daily 8-h average ozone (MDA8 O3), PM2.5 (particulate matter with diameter of 2.5 µm or less), and PM2.5 components and 2-m temperature (T2) or relative humidity (RH), as well as the effectiveness of precursor emission reductions on the control of O3 and PM2.5 in Beijing–Tianjin–Hebei (BTH) under different summertime temperature and humidity conditions. Both observed (simulated) MDA8 O3 and PM2.5 concentrations increased as T2 went up, with linear trends of 4.8 (3.2) ppb °C−1 and 1.9 (1.5) µg m−3 °C−1, respectively. Model results showed that the decreases in MDA8 O3 from precursor emission reductions were more sensitive to T2 than to RH. Reducing a larger proportion of volatile organic compound (VOC) emissions at higher T2 was more effective for the control of summertime O3 in BTH. For the control of summertime PM2.5 in BTH, reducing nitrogen oxides (NOx) combined with a small proportion of VOCs was the best measure. The magnitude of reduction in PM2.5 from reducing precursor emissions was more sensitive to RH than to T2, with the best efficiency at high RH. Results from this study are helpful for formulating effective policies to tackle O3 and PM2.5 pollution in BTH.

我们利用观测到的空气污染物浓度、重新分析的气象参数以及戈达德地球观测系统化学传输模型的结果,研究了最大日 8 小时平均臭氧(MDA8 O3)、PM2.5(直径为 2.5微米或以下)、PM2.5组分与2米温度(T2)或相对湿度(RH)之间的关系,以及在不同夏季温度和湿度条件下,前体物减排对京津冀(BTH)臭氧和PM2.5控制的效果。观测(模拟)的 MDA8 O3 和 PM2.5 浓度均随着 T2 的升高而增加,线性趋势分别为 4.8 (3.2) ppb °C-1 和 1.9 (1.5) µg m-3 °C-1 。模型结果表明,前体排放减少带来的 MDA8 O3 下降对 T2 比对相对湿度更敏感。在较高的 T2 条件下减少较大比例的挥发性有机化合物(VOC)排放对控制 BTH 的夏季 O3 更为有效。对于控制布宜诺斯艾利斯夏季的 PM2.5,减少氮氧化物和小比例的挥发性有机化合物是最佳措施。减少前体排放物对 PM2.5 的降低幅度对相对湿度比对 T2 更敏感,高相对湿度时效率最高。这项研究的结果有助于制定有效的政策,解决北京地区的臭氧和 PM2.5 污染问题。
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引用次数: 0
Extreme Meteorological Drought Events over China (1951–2022): Migration Patterns, Diversity of Temperature Extremes, and Decadal Variations 中国极端气象干旱事件(1951-2022 年):迁移模式、极端气温的多样性和十年变化
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-05 DOI: 10.1007/s00376-024-4004-2
Zhenchen Liu, Wen Zhou, Xin Wang

Recently, extreme meteorological droughts have affected China, causing terrible socioeconomic impacts. Despite previous research on the spatiotemporal characteristics and mechanisms of drought, two crucial issues remain seldom explored. First, an event-oriented drought chronology with detailed spatiotemporal evolutions is urgently required. Second, the complex migration patterns and diversity of synchronous temperature extremes need to be quantitatively investigated. Accordingly, the main achievements of our investigation are as follows. We produced an event-oriented set of extreme meteorological droughts over China through the application of a newly developed 3D DBSCAN-based detection method (deposited on https://doi.org/10.25452/figshare.plus.25512334), which was verified with a historical atlas and monographs on a case-by-case basis. In addition, distinctive migration patterns (i.e., stationary/propagation types) are identified and ranked, considering the differences in latitudinal zones and coastal/inland locations. We also analyze the diversity of synchronous temperature extremes (e.g., hotness and coldness). Notably, an increasing trend in hot droughts occurred over China since the late 1990s, predominantly appearing to the south of 30°N and north of 40°N. All drought events and synchronous temperature extremes are ranked using a comprehensive magnitude index, with the 2022 summer-autumn Yangtze River hot drought being the hottest. Furthermore, Liang-Kleeman information flow-based causality analysis emphasizes key areas where the PDO and AMO influenced decadal variations in coverages of droughts and temperature extremes. We believe that the achievements in this study may offer new insights into sequential mechanism exploration and prediction-related issues.

近来,极端气象干旱肆虐中国,造成了严重的社会经济影响。尽管以往对干旱的时空特征和机理进行了研究,但有两个关键问题仍鲜有探讨。首先,亟需建立以事件为导向、具有详细时空演变的干旱年表。其次,需要定量研究同步极端温度的复杂迁移模式和多样性。因此,我们研究的主要成果如下。我们通过应用新开发的基于三维 DBSCAN 的检测方法(存于 https://doi.org/10.25452/figshare.plus.25512334),生成了一套以事件为导向的中国极端气象干旱数据集,并与历史地图集和专著进行了逐一验证。此外,考虑到纬度区和沿海/内陆位置的差异,我们还确定了独特的迁移模式(即静止/传播类型)并对其进行了排序。我们还分析了同步极端温度(如高温和低温)的多样性。值得注意的是,自 20 世纪 90 年代末以来,中国上空的高温干旱呈上升趋势,主要出现在北纬 30 度以南和北纬 40 度以北。所有干旱事件和同步极端气温事件均采用综合量级指数进行排名,其中 2022 年夏秋季长江高温干旱最为炎热。此外,基于梁-克莱曼信息流的因果关系分析强调了 PDO 和 AMO 影响干旱和极端温度覆盖率十年变化的关键区域。我们相信,本研究的成果可为序列机制探索和预测相关问题提供新的见解。
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引用次数: 0
Improving Satellite-Retrieved Cloud Base Height with Ground-Based Cloud Radar Measurements 利用地面云雷达测量改进卫星获取的云基高度
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-05 DOI: 10.1007/s00376-024-4052-7
Zhonghui Tan, Ju Wang, Jianping Guo, Chao Liu, Miao Zhang, Shuo Ma

Cloud base height (CBH) is a crucial parameter for cloud radiative effect estimates, climate change simulations, and aviation guidance. However, due to the limited information on cloud vertical structures included in passive satellite radiometer observations, few operational satellite CBH products are currently available. This study presents a new method for retrieving CBH from satellite radiometers. The method first uses the combined measurements of satellite radiometers and ground-based cloud radars to develop a lookup table (LUT) of effective cloud water content (ECWC), representing the vertically varying cloud water content. This LUT allows for the conversion of cloud water path to cloud geometric thickness (CGT), enabling the estimation of CBH as the difference between cloud top height and CGT. Detailed comparative analysis of CBH estimates from the state-of-the-art ECWC LUT are conducted against four ground-based millimeter-wave cloud radar (MMCR) measurements, and results show that the mean bias (correlation coefficient) is 0.18±1.79 km (0.73), which is lower (higher) than 0.23±2.11 km (0.67) as derived from the combined measurements of satellite radiometers and satellite radar-lidar (i.e., CloudSat and CALIPSO). Furthermore, the percentages of the CBH biases within 250 m increase by 5% to 10%, which varies by location. This indicates that the CBH estimates from our algorithm are more consistent with ground-based MMCR measurements. Therefore, this algorithm shows great potential for further improvement of the CBH retrievals as ground-based MMCR are being increasingly included in global surface meteorological observing networks, and the improved CBH retrievals will contribute to better cloud radiative effect estimates.

云基高度(CBH)是云辐射效应估计、气候变化模拟和航空指导的关键参数。然而,由于被动卫星辐射计观测数据中包含的云垂直结构信息有限,目前可用的卫星云基高度产品很少。本研究提出了一种从卫星辐射计中检索 CBH 的新方法。该方法首先利用卫星辐射计和地面云雷达的综合测量结果,建立一个有效云含水量查找表(LUT),代表垂直变化的云含水量。通过该查找表,可将云水路径转换为云几何厚度 (CGT),从而以云顶高度与 CGT 之间的差值来估算 CBH。结果表明,平均偏差(相关系数)为 0.18±1.79 km (0.73),低于(高于)卫星辐射计和卫星雷达-激光雷达(即 CloudSat 和 CALIPSO)联合测量得出的 0.23±2.11 km (0.67)。此外,250 米以内的 CBH 偏差百分比增加了 5%至 10%,这因地点而异。这表明我们算法得出的 CBH 估计值与地面 MMCR 测量值更加一致。因此,随着地基 MMCR 越来越多地纳入全球地面气象观测网络,该算法显示出进一步改进 CBH 提取的巨大潜力,而改进的 CBH 提取将有助于更好地估算云辐射效应。
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引用次数: 0
Understanding Simulated Causes of Damaging Surface Winds in a Derecho-Producing Mesoscale Convective System near the East China Coast Based on Convection-Permitting Simulations 基于对流许可模拟,了解中国东海岸附近产生对流的中尺度对流系统中破坏性地表风的模拟成因
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-03 DOI: 10.1007/s00376-024-3314-8
Liping Luo, Ming Xue, Xin Xu, Lijuan Li, Qiang Zhang, Ziqi Fan

A mesoscale convective system (MCS) occurred over the East China coastal provinces and the East China Sea on 30 April 2021, producing damaging surface winds near the coastal city Nantong with observed speeds reaching 45 m s−1. A simulation using the Weather Research and Forecasting model with a 1.5-km grid spacing generally reproduces the development and subsequent organization of this convective system into an MCS, with an eastward protruding bow segment over the sea. In the simulation, an east-west-oriented high wind swath is generated behind the gust front of the MCS. Descending dry rear-to-front inflows behind the bow and trailing gust front are found to feed the downdrafts in the main precipitation regions. The inflows help to establish spreading cold outflows and enhance the downdrafts through evaporative cooling. Meanwhile, front-to-rear inflows from the south are present, associated with severely rearward-tilted updrafts initially forming over the gust front. Such inflows descend behind (north of) the gust front, significantly enhancing downdrafts and near-surface winds within the cold pool. Consistently, calculated trajectories show that these parcels that contribute to the derecho originate primarily from the region ahead (south) of the east-west-oriented gust front, and dry southwesterly flows in the low-to-middle levels contribute to strong downdrafts within the MCS. Moreover, momentum budget analyses reveal that a large westward-directed horizontal pressure gradient force within the simulated cold pool produced rapid flow acceleration towards Nantong. The analyses enrich the understanding of damaging wind characteristics over coastal East China and will prove helpful to operational forecasters.

2021 年 4 月 30 日,华东沿海省份和东海上空出现了一个中尺度对流系统(MCS),在沿海城市南通附近产生了破坏性地面风,观测风速达到 45 m s-1。利用天气研究和预报模式进行的 1.5 千米网格间距模拟大致再现了这一对流系统的发展和随后组织成 MCS 的过程,并在海面上出现了一个向东突出的弓形段。在模拟中,在多层对流系统的阵风前沿后方产生了一个东西向的高风速带。船首和尾随阵风前沿后方的干燥后向下降气流为主要降水区域的下沉气流提供了动力。这些流入气流有助于形成扩散的冷外流,并通过蒸发冷却增强下沉气流。同时,还存在来自南方的前后流入气流,与最初在阵风锋上方形成的严重后倾上升气流有关。这些流入气流在阵风前线的后面(北面)下降,大大增强了冷池中的下沉气流和近地面风。同样,计算轨迹显示,这些造成 "回旋 "的气团主要来自东-西向阵风前线的前方(南面)区域,而中低层的干燥西南气流则造成了多级冷涡内的强下沉气流。此外,动量收支分析表明,模拟冷池中巨大的西向水平压力梯度力产生了向南通方向的快速气流加速。这些分析丰富了对华东沿海破坏性大风特征的认识,对业务预报员将有所帮助。
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引用次数: 0
Limited Sea Surface Temperature Cooling Due to the Barrier Layer Promoting Super Typhoon Mangkhut (2018) 屏障层导致海面温度冷却有限,助长了超强台风 "山竹"(2018年)
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-03 DOI: 10.1007/s00376-024-3268-x
Huipeng Wang, Jiagen Li, Junqiang Song, Liang Sun, Fu Liu, Han Zhang, Kaijun Ren, Huizan Wang, Chunming Wang, Jinrong Zhang, Hongze Leng

This study investigates the impact of the salinity barrier layer (BL) on the upper ocean response to Super Typhoon Mangkhut (2018) in the western North Pacific. After the passage of Mangkhut, a noticeable increase (∼0.6 psu) in sea surface salinity and a weak decrease (< 1°C) in sea surface temperature (SST) were observed on the right side of the typhoon track. Mangkhut-induced SST change can be divided into the three stages, corresponding to the variations in BL thickness and SST before, during, and after the passage of Mangkhut. During the pre-typhoon stage, SST slightly warmed due to the entrainment of BL warm water, which suppressed the cooling induced by surface heat fluxes and horizontal advection. During the forced stage, SST cooling was controlled by entrainment, and the preexisting BL reduced the total cooling by 0.89°C d−1, thus significantly weakening the overall SST cooling induced by Mangkhut. During the relaxation stage, the SST cooling was primarily caused by the entrainment. Our results indicate that a preexisting BL can limit typhoon-induced SST cooling by suppressing the entrainment of cold thermocline water, which contributed to Mangkhut becoming the strongest typhoon in 2018.

本研究调查了北太平洋西部盐度阻挡层(BL)对超强台风 "曼胡特"(2018年)上层海洋响应的影响。台风 "曼古特 "过境后,台风路径右侧海面盐度明显上升(0.6 psu),海面温度微弱下降(1°C)。台风 "山竹 "引起的海面温度变化可分为三个阶段,分别与台风 "山竹 "经过前、经过中和经过后的BL厚度和海面温度变化相对应。在台风前阶段,由于BL暖水的夹带,海温略有升高,抑制了地表热通量和水平平流引起的降温。在强台风阶段,海温的冷却受夹带控制,原有的 BL 使总冷却量减少了 0.89°C d-1,从而大大减弱了 "菲特 "引起的整体海温冷却。在弛豫阶段,海温冷却主要由夹带作用引起。我们的研究结果表明,先期存在的BL可以通过抑制冷温层水的夹带来限制台风引起的SST冷却,这也是 "菲特 "成为2018年最强台风的原因之一。
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引用次数: 0
A New Algorithm of Rain Type Classification for GPM Dual-Frequency Precipitation Radar in Summer Tibetan Plateau 用于夏季青藏高原 GPM 双频降水雷达的雨型分类新算法
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-03 DOI: 10.1007/s00376-024-3384-7
Yunfei Fu, Liu Yang, Zhenhao Wu, Peng Zhang, Songyan Gu, Lin Chen, Sun Nan

In this study, a new rain type classification algorithm for the Dual-Frequency Precipitation Radar (DPR) suitable over the Tibetan Plateau (TP) was proposed by analyzing Global Precipitation Measurement (GPM) DPR Level-2 data in summer from 2014 to 2020. It was found that the DPR rain type classification algorithm (simply called DPR algorithm) has mis-identification problems in two aspects in summer TP. In the new algorithm of rain type classification in summer TP, four rain types are classified by using new thresholds, such as the maximum reflectivity factor, the difference between the maximum reflectivity factor and the background maximum reflectivity factor, and the echo top height. In the threshold of the maximum reflectivity factors, 30 dBZ and 18 dBZ are both thresholds to separate strong convective precipitation, weak convective precipitation and weak precipitation. The results illustrate obvious differences of radar reflectivity factor and vertical velocity among the three rain types in summer TP, such as the reflectivity factor of most strong convective precipitation distributes from 15 dBZ to near 35 dBZ from 4 km to 13 km, and increases almost linearly with the decrease in height. For most weak convective precipitation, the reflectivity factor distributes from 15dBZ to 28 dBZ with the height from 4 km to 9 km. For weak precipitation, the reflectivity factor mainly distributes in range of 15–25 dBZ with height within 4–10 km. It is also shows that weak precipitation is the dominant rain type in summer TP, accounting for 40%–80%, followed by weak convective precipitation (25%–40%), and strong convective precipitation has the least proportion (less than 30%).

本研究通过分析全球降水测量(GPM)2014-2020年夏季双频降水雷达(DPR)Level-2数据,提出了一种适用于青藏高原(TP)的新型雨型分类算法。研究发现,DPR雨型分类算法(简称DPR算法)在夏季青藏高原存在两方面的识别错误问题。在夏季 TP 雨型分类的新算法中,通过使用新的阈值,如最大反射率因子、最大反射率因子与背景最大反射率因子之差和回波顶高,对四种雨型进行了分类。在最大反射系数阈值中,30 dBZ 和 18 dBZ 都是区分强对流降水、弱对流降水和弱降水的阈值。结果表明,夏季 TP 中三种雨型的雷达反射系数和垂直速度存在明显差异,如大部分强对流降水的反射系数分布在 4 千米到 13 千米的 15 dBZ 到 35 dBZ 附近,并且随着高度的降低几乎呈线性增加。对于大多数弱对流降水,反射系数随高度从 4 千米到 9 千米从 15 dBZ 分布到 28 dBZ。对于弱降水,反射系数主要分布在 15-25 dBZ 范围内,高度在 4-10 km 之间。这也表明,弱降水是夏季 TP 的主要雨型,占 40%-80%,其次是弱对流降水(25%-40%),强对流降水所占比例最小(小于 30%)。
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Comparison and Verification of Coherent Doppler Wind Lidar and Radiosonde Data in the Beijing Urban Area 北京城区相干多普勒风激光雷达和无线电探空仪数据的比较与验证
IF 5.8 2区 地球科学 Q1 METEOROLOGY & ATMOSPHERIC SCIENCES Pub Date : 2024-09-03 DOI: 10.1007/s00376-024-3240-9
Zexu Luo, Xiaoquan Song, Jiaping Yin, Zhichao Bu, Yubao Chen, Yongtao Yu, Zhenlu Zhang

As a new type of wind field detection equipment, coherent Doppler wind lidar (CDWL) still needs more relevant observation experiments to compare and verify whether it can achieve the accuracy and precision of traditional observation equipment in urban areas. In this experiment, a self-developed CDWL provided four months of observations in the southern Beijing area. After the data acquisition time and height match, the wind profile data obtained based on a Doppler beam swinging (DBS) five-beam inversion algorithm were compared with radiosonde data released from the same location. The standard deviation (SD) of wind speed is 0.8 m s−1, and the coefficient of determination R2 is 0.95. The SD of the wind direction is 17.7° with an R2 of 0.96. Below the height of the roughness sublayer (about 400 m), the error in wind speed and wind direction is significantly greater than the error above the height of the boundary layer (about 1500 m). For the case of wind speeds less than 4 m s−1, the error of wind direction is more significant and is affected by the distribution of surrounding buildings. Averaging at different height levels using suitable time windows can effectively reduce the effects of turbulence and thus reduce the error caused by the different measurement methods of the two devices.

相干多普勒风激光雷达(CDWL)作为一种新型风场探测设备,其在城市地区的观测精度和准确度能否达到传统观测设备的水平,还需要更多相关观测实验的对比和验证。在本实验中,自主研发的相干多普勒风激光雷达在北京南部地区进行了为期四个月的观测。在数据采集时间和高度匹配后,基于多普勒波束摆动(DBS)五波束反演算法获得的风廓线数据与同一地点发布的无线电探空仪数据进行了比较。风速的标准偏差(SD)为 0.8 m s-1,判定系数 R2 为 0.95。风向的标准偏差为 17.7°,判定系数 R2 为 0.96。在粗糙度子层高度以下(约 400 米),风速和风向的误差明显大于边界层高度以上(约 1500 米)的误差。在风速小于 4 m s-1 的情况下,风向误差更为显著,并受到周围建筑物分布的影响。利用合适的时间窗在不同高度层进行平均,可有效减小湍流的影响,从而减小两种设备不同测量方法造成的误差。
{"title":"Comparison and Verification of Coherent Doppler Wind Lidar and Radiosonde Data in the Beijing Urban Area","authors":"Zexu Luo, Xiaoquan Song, Jiaping Yin, Zhichao Bu, Yubao Chen, Yongtao Yu, Zhenlu Zhang","doi":"10.1007/s00376-024-3240-9","DOIUrl":"https://doi.org/10.1007/s00376-024-3240-9","url":null,"abstract":"<p>As a new type of wind field detection equipment, coherent Doppler wind lidar (CDWL) still needs more relevant observation experiments to compare and verify whether it can achieve the accuracy and precision of traditional observation equipment in urban areas. In this experiment, a self-developed CDWL provided four months of observations in the southern Beijing area. After the data acquisition time and height match, the wind profile data obtained based on a Doppler beam swinging (DBS) five-beam inversion algorithm were compared with radiosonde data released from the same location. The standard deviation (SD) of wind speed is 0.8 m s<sup>−1</sup>, and the coefficient of determination <i>R</i><sup>2</sup> is 0.95. The SD of the wind direction is 17.7° with an <i>R</i><sup>2</sup> of 0.96. Below the height of the roughness sublayer (about 400 m), the error in wind speed and wind direction is significantly greater than the error above the height of the boundary layer (about 1500 m). For the case of wind speeds less than 4 m s<sup>−1</sup>, the error of wind direction is more significant and is affected by the distribution of surrounding buildings. Averaging at different height levels using suitable time windows can effectively reduce the effects of turbulence and thus reduce the error caused by the different measurement methods of the two devices.</p>","PeriodicalId":7249,"journal":{"name":"Advances in Atmospheric Sciences","volume":"62 1","pages":""},"PeriodicalIF":5.8,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142225248","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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Advances in Atmospheric Sciences
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