42 results on '"Li, Puxi"'
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2. Temporal–Spatial Analysis of the Flow Energy Loss in the Guide Vane and Circular Volute of Mixed-Flow Pump
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Tao, Ran, Li, Puxi, Lu, Zhaoheng, Wu, Yanzhao, Zhu, Di, Lin, Kun, and Xiao, Ruofu
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- 2023
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3. Forecasting the hydropower unit vibration based on adaptive variational mode decomposition and neural network
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Lu, Zhaoheng, Tao, Ran, Xiao, Ruofu, and Li, Puxi
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- 2024
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4. Sensitivity of simulated mesoscale convective systems over East Asia to the treatment of convection in a high-resolution GCM
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Li, Puxi, Muetzelfeldt, Mark, Schiemann, Reinhard, Chen, Haoming, Li, Jian, Furtado, Kalli, and Zhuang, Moran
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- 2023
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5. Study of vortex rope for the flow field pulsation law
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Jin, Faye, Li, Puxi, Tao, Ran, Xiao, Ruofu, and Zhu, Di
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- 2023
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6. Transient simulation of the rapid guide vane adjustment under constant head of pump turbine in pump mode
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Jin, Faye, Tao, Ran, Zhu, Di, Li, Puxi, Xiao, Ruofu, and Liu, Weichao
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- 2022
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7. Study of vortex rope based on flow energy dissipation and vortex identification
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Li, Puxi, Xiao, Ruofu, and Tao, Ran
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- 2022
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8. Detection of the invisible blade pressure-side cavitation in pump impeller based on acoustic measurement and numerical prediction
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Zhang, Fangfang, Lu, Zhaoheng, Tao, Ran, Wu, Yanzhao, Li, Puxi, Xiao, Ruofu, Liu, Weichao, and Wang, Fujun
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- 2022
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9. Influence of guide vane profile on the flow energy dissipation in a reversible pump-turbine at pump mode
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Lu, Zhaoheng, Xiao, Ruofu, Tao, Ran, Li, Puxi, and Liu, Weichao
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- 2022
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10. Mesoscale Convective System Precipitation Characteristics over East Asia. Part I : Regional Differences and Seasonal Variations
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Li, Puxi, Moseley, Christopher, Prein, Andreas F., Chen, Haoming, Li, Jian, Furtado, Kalli, and Zhou, Tianjun
- Published
- 2020
11. The diurnal cycle of East Asian summer monsoon precipitation simulated by the Met Office Unified Model at convection-permitting scales
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Li, Puxi, Furtado, Kalli, Zhou, Tianjun, Chen, Haoming, Li, Jian, Guo, Zhun, and Xiao, Chan
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- 2020
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12. Northern Hemisphere land monsoon precipitation changes in the twentieth century revealed by multiple reanalysis datasets
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Huang, Xin, Zhou, Tianjun, Zhang, Wenxia, Jiang, Jie, Li, Puxi, and Zhao, Yin
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- 2019
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13. A Comparative Study of the Mode-Decomposed Characteristics of the Asymmetricity of a Vortex Rope with Flow Rate Variation.
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Li, Shujing, Guang, Weilong, Yang, Yang, Li, Puxi, Xiao, Ruofu, Zhu, Di, Jin, Faye, and Tao, Ran
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ROPE ,DRAFT tubes ,VORTEX tubes ,FLOW velocity ,COMPUTATIONAL fluid dynamics - Abstract
In hydro turbines, the draft tube vortex rope is one of the most crucial impact factors causing pressure pulsation and vibration. It is affected by operating conditions due to differences in the flow rate and state and can be symmetric or asymmetric along the rotational direction. It may influence the stability of draft tube flow. To achieve a better understanding, in this work, dynamic mode decomposition is used in a draft tube case study of a simplification of a vortex rope. As the flow rate increases, the shape of the vortex rope becomes clear, and the flow rotation becomes more significant as the inlet flow rate increases. Dynamic mode decomposition was used to determine the relative frequencies, which were 0 (averaged), 0.7 times, and 1.4 times the features of the reference frequency. As the inlet flow rate increases, the order of high-energy modes and their influence on the vortex rope gradually increase, and this characteristic is exhibited further downstream of the draft tube. When the inlet flow rate is low, the impact of mode noise is greater. As the flow velocity increases, the noise weakens and the rotation mode becomes more apparent. Identifying the mode of the vortex flow helps extract characteristics of the vortex rope flow under different operating conditions, providing a richer data-driven basis for an in-depth analysis of the impact of operating conditions on the flow stability of a draft tube. [ABSTRACT FROM AUTHOR]
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- 2024
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14. Spatial Inhomogeneity of Synoptic‐Induced Precipitation in a Region of Steep Topographic Relief: A Case Study.
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Zhang, Mengke, Li, Jian, Li, Nina, Sun, Wei, Li, Puxi, and Zhao, Yin
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RAINFALL ,TOPOGRAPHY ,MOUNTAIN soils ,ALTITUDES - Abstract
The topography plays an essential role in the initiation and development of precipitating clouds, therefore has a profound effect on the ultimate spatial distribution of precipitation. This study investigates the fine‐scale characteristics of a synoptic‐induced precipitation event in Southwest China, a region characterized by a sequence of steep mountains aligned roughly north‐south. The convection‐permitting simulation successfully reproduces the observed rainband induced by a synoptic‐scale shear line. The spatial distribution of accumulated precipitation over three small‐scale mountains (named M1, M2, and M3 from east to west) exhibits distinct inhomogeneity. The accumulated precipitation is significantly enhanced on the western slope of M1, the high‐altitude area of M2, and the eastern slope of M3. The low‐level vortex generated on the western slope of M1, as well as the convergence established over M2 and the eastern slope of M3, dynamically contributes to the enhanced precipitation over the various mountain locations. As the highest of the three mountains, M2 exhibits pronounced blocking effects on the mesoscale circulations. Additional sensitivity experiment demonstrates that the mesoscale circulations and corresponding precipitation are sensitive to the highest elevation in the continuous mountains. The rainfall accumulation over M2 (M3) could decrease (increase) by 54.3% (63.4%), when the terrain of M2 is reduced to the comparable height of surrounding mountains. With more upslope wind flowing over M2, the convergence over M3 is strengthened. The more intense upward motion and stronger potential instability both contribute to the notable increase of precipitation over M3. This study implies the possible mechanisms of the inhomogeneous precipitation over Southwest China and could deepen the current understanding of the topographic effects on precipitation over complex terrains. Plain Language Summary: Southwest China is characterized by high average elevation with a succession of quasi‐north‐south‐oriented mountains. Such topography with local variance tends to generate inhomogeneous distribution of precipitation. In this study, we explore the spatial characteristics of a typical synoptic‐induced rainfall case that occurs in Southwest China and examine the role of steep topography relief in this rainfall process by using a convection‐permitting model. The simulation reasonably reproduces the distribution and evolution features of the observed rainband. We find significant enhancement of precipitation in the different locations of the small‐scale mountains. The steep topographic relief modulates the distribution of precipitation by exerting dominant influences on local circulations. The results from the sensitivity experiment, in which the terrain of Cang Mountain reduced to the comparable height as the surrounding mountains, further reveal that the highest mountain peaks in this complex terrain region plays a key role in the near‐surface flow patterns and thermal conditions. Consequently, this leads to variations in the enhancement of precipitation over the mountains. Key Points: The precipitation under strong synoptic forcing is significantly enhanced by the steep topography relief of Southwest ChinaThe mesoscale circulations modulated by the steep mountains play an essential role in shaping the distribution of precipitationThe mesoscale circulations and corresponding precipitation are sensitive to the highest elevation in the continuous mountain ranges [ABSTRACT FROM AUTHOR]
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- 2024
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15. Water vapor transport for spring persistent rains over southeastern China based on five reanalysis datasets
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Li, Puxi, Zhou, Tianjun, and Chen, Xiaolong
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- 2018
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16. Rediscover Climate Change during Global Warming Slowdown via Wasserstein Stability Analysis
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Xie, Zhiang, Chen, Dongwei, and Li, Puxi
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FOS: Computer and information sciences ,Physics - Atmospheric and Oceanic Physics ,Atmospheric and Oceanic Physics (physics.ao-ph) ,FOS: Physical sciences ,Applications (stat.AP) ,Statistics - Applications - Abstract
Climate change is one of the key topics in climate science. However, previous research has predominantly concentrated on changes in mean values, and few research examines changes in Probability Distribution Function (PDF). In this study, a novel method called Wasserstein Stability Analysis (WSA) is developed to identify PDF changes, especially the extreme event shift and non-linear physical value constraint variation in climate change. WSA is applied to 21st-century warming slowdown period and is compared with traditional mean-value trend analysis. The result indicates that despite no significant trend, the central-eastern Pacific experienced a decline in hot extremes and an increase in cold extremes, indicating a La Nina-like temperature shift. Further analysis at two Arctic locations suggests sea ice severely restricts the hot extremes of surface air temperature. This impact is diminishing as sea ice melts. Overall, based on detecting PDF changes, WSA is a useful method for re-discovering climate change., 14 pages, 4 figures, 1 Algorithm, and 3-page supplementary materials
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- 2023
17. Research on the Coupling of Energy Consumption and High-quality Development in the Yellow River Basin
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Zhao Jinhui, Tian Lin, Bai Yunlong, He Jiawei, and Li Puxi
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Environmental sciences ,GE1-350 - Abstract
Understanding the energy development ideas of the Yellow River Basin has a very important impact on the high-quality development of the Yellow River Basin. Aiming at the restriction and promotion of energy consumption in the Yellow River Basin to its high-quality development, this article takes the nine provinces of the Yellow River as the research object, builds an evaluation model based on the data of the river basin from 2004 to 2017, and uses the entropy method and elastic coefficient method to study the coupling characteristics of watershed energy consumption for its high-quality development in time and space. The results show that the high-quality development level of the river basin is generally increasing, the consumption level is generally decreasing, and the coupling of energy consumption and high-quality development is optimized year by year. Finally, according to the coupling of energy consumption level and high-quality development level, a development strategy suitable for improvement is proposed.
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- 2021
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18. Research on Energy-Environment-Economy-Ecology Coupling Development in the Yellow River Basin
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Zhao Jinhui, Tian Lin, Ding Lin, Sun He, and Li Puxi
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Environmental sciences ,GE1-350 - Abstract
The Yellow River Basin is a major economic development area in China, and the high quality development of the basin still has great room for improvement. The coordinated development of energy, environment, economy and ecology is one of the keys to high quality development of the watershed. Aiming at the problem of energy, environment, economy and ecology restricting and promoting, this paper takes the nine provinces of the Yellow River as the research object, based on data from 2004 to 2017, through establishing the coupling coordination system of ecology, environment, economy and energy, using CRITIC method to study the characteristics of each subsystem of the basin in time and space. The results show that the score of energy, environment, economy and ecology is phased in time, and the level of compound coupling coordination is increasing year by year and the growth rate is obvious. The coupling coordination degree of the Yellow River basin has significant stage and regional characteristics in time and space, the coordination degree of the upper and middle reaches is higher than the coordination degree of the downstream coupling, but the difference between the three is gradually reduced with time.
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- 2021
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19. The 2022 Sichuan-Chongqing spatio-temporally compound extremes: a bitter taste of novel hazards
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Hao, Zengchao, Chen, Yang, Feng, Sifang, Liao, Zhen, An, Ning, and Li, Puxi
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- 2023
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20. Intensification of Mesoscale Convective Systems in the East Asian Rainband Over the Past Two Decades.
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Li, Puxi, Song, Fengfei, Chen, Haoming, Li, Jian, Prein, Andreas F., Zhang, Wenxia, Zhou, Tianjun, Zhuang, Moran, Furtado, Kalli, Muetzelfeldt, Mark, Schiemann, Reinhard, and Li, Chao
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MESOSCALE convective complexes , *EXTREME weather , *GLOBAL warming , *WATER vapor , *RAINFALL , *ATMOSPHERIC water vapor measurement - Abstract
As one of the major producers of extreme precipitation, mesoscale convective systems (MCSs) have received much attention. Recently, MCSs over several hotpots, including the Sahel and US Great Plains, have been found to intensify under global warming. However, relevant studies on the East Asian rainband, another MCS hotpot, are scarce. Here, by using a novel rain‐cell tracking algorithm on a high spatiotemporal resolution satellite precipitation product, we show that both the frequency and intensity of MCSs over the East Asian rainband have increased by 21.8% and 9.8% respectively over the past two decades (2000–2021). The more frequent and intense MCSs contribute nearly three quarters to the total precipitation increase. The changes in MCSs are caused by more frequent favorable large‐scale water vapor‐rich environments that are likely to increase under global warming. The increased frequency and intensity of MCSs have profound impacts on the hydroclimate of East Asia, including producing extreme events such as severe flooding. Plain Language Summary: Mesoscale convective systems (MCSs), accounting for more than half of the total rainfall in the East Asian rainband, frequently generate high‐impact extreme weather events, such as flooding. In the summer of 2020, large regions of East Asia suffered extensive flooding and damage. Therefore, understanding the long‐term changes of MCSs is crucial to gain insights into how extreme weather may change in the context of global warming. However, compared to several other MCS hotpots, the investigation of long‐term changes of MCSs is scarce over East Asia. Here, based on a high spatiotemporal resolution satellite precipitation product and a novel MCS tracking method, we find that MCSs have become more frequent and intense in the East Asian rainband and accounted for three quarters of the total rainfall increase during 2000–2021. It is further found that increases in atmospheric total column water vapor, which is mainly due to increased temperature caused by anthropogenic forcing, leads to more frequent large‐scale water vapor‐rich environments that are responsible for the intensification of MCSs. As water vapor increases with global warming, it is very likely that MCSs will continue to intensify in this region into the future. Key Points: Mesoscale convective systems (MCSs) have become more frequent and intense in the East Asian rainband over the past two decadesThe significant increase of MCS precipitation accounted for three quarters of the total rainfall increase during 2000–2021The increase of atmospheric total column water vapor, mainly driven by anthropogenic forcing, leads to more favorable environments for MCSs [ABSTRACT FROM AUTHOR]
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- 2023
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21. Evaluating the Precipitation Biases over the Western Periphery of the Sichuan Basin with the ECMWF Operational Forecast Model.
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Li, Juan, Chen, Haoming, Li, Puxi, and Jiang, Xingwen
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STATISTICAL bias ,NUMERICAL weather forecasting ,FORECASTING ,REGIONAL differences - Abstract
Based on the hourly merged precipitation product, the performance of the European Centre for Medium-Range Weather Forecasts (ECMWF) Integrated Forecasting System (IFS) in simulating the diurnal variations of precipitation during warm season over the western periphery of the Sichuan basin (SCB) has been evaluated, and the underlying physical causes associated with the wet biases have also been investigated. The results show that the IFS well reproduces the spatial distributions of precipitation amount, frequency, and intensity over the SCB, as well as their diurnal variations, but the simulated precipitation peaks earlier than the observation with notable wet biases over the western periphery of the SCB. In addition, the strong wet biases exhibit notable regional differences over the western periphery of the SCB. The simulated wet biases over the southwestern periphery of the SCB expand westward to higher altitudes along the windward slope, with the maximum wet biases occurring at night. The westward expansion of the simulated stronger upward motions results in a westward shift of precipitation. However, the simulated precipitation over the northwestern periphery of the SCB has small difference in terms of the location; hence, the overestimated precipitation is associated with the stronger atmospheric instability, resulting from the higher potential temperature and the larger specific humidity near the surface. The findings revealed in this study indicate that the ECMWF forecast shows distinct uncertainties over the different complex terrain, and thus offers a promising way forward for improvements of model physical processes. [ABSTRACT FROM AUTHOR]
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- 2023
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22. The characteristic and seasonal variation of mesoscale convective systems' precipitation over North China.
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Wu, Yufei, Li, Puxi, and Chen, Haoming
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MESOSCALE convective complexes , *SEASONS - Abstract
Using an iterative rain‐cell tracking method to identify and track mesoscale convective system (MCS) precipitation during the warm seasons (May–October) of 2015–2020, we reveal the seasonal variation in the spatiotemporal distribution, rainfall characteristics, and the life cycle of MCS precipitation in different months over North China. Notable MCS precipitation centers are located around mountain slopes and downstream areas. The diurnal peak of MCS rainfall is manifested as a southeastern delay from afternoon in mountainous regions to midnight or morning over downstream plains. In May and June, MCS rainfall is distributed on the hillside of Taihang–Yan mountains and the Shandong Peninsula. MCS precipitation gets an early evening peak on mountain slopes and a nocturnal maximum over the North China Plain (NCP). In July and August, the MCS activities extend to NCP, and another MCS precipitation center exists over the Luliang Mountains in western North China, under the seasonal march of the monsoon flow. The local diurnal peaks to the east of 114°E are generally later than in May and June, and MCS precipitation gets a peak during midnight to early morning over the NCP. MCSs in July and August feature the strongest intensity. In September and October, the MCS precipitation shifts to high terrain of the Taihang Mountains and its west, with an early afternoon peak. MCSs have the largest size and the fastest propagation speed in September and October, but with the weakest intensity. Compared with short‐lived MCSs, long‐lived MCSs have stronger precipitation intensity, larger rainfall area, and faster propagation speed. In addition, the life cycle of long‐lived MCS precipitation represents asymmetric development and decay. Long‐lived MCSs occur with more pronounced upper troposphere warming and low‐level anomalous southwesterlies. Meanwhile, higher specific humidity in the low‐ and mid‐level troposphere provides a more favorable environment for the maintenance of MCS precipitation. [ABSTRACT FROM AUTHOR]
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- 2023
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23. Diurnal cycle of precipitation over the southeastern Tibetan Plateau and surrounding regions: Insights from intensity–frequency structure.
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Zhao, Yin, Li, Jian, and Li, Puxi
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- TIBETAN Plateau
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Besides the respective importance of the frequency, intensity and diurnal cycle of precipitation, the diurnal cycle of intensity–frequency structure could reveal more physical details about the evolution process of precipitation systems. Here, an objective method to quantitatively depict the diurnal cycle of intensity–frequency structure of precipitation is proposed, and applied to complex terrains of the southeastern Tibetan Plateau (TP) and its surroundings. Results show the diurnal cycle of precipitation over the high terrain has a unimodal night peak, while low terrain with a frequency‐dominated night peak and an intensity‐dominated afternoon peak. Both weak and intense precipitation are more frequent at night than those in the afternoon over unimodal regions compared to bimodal regions. Further analysis reveals different diurnal evolution process of intensity–frequency structure within unimodal and bimodal regions, respectively, which reflects different spatiotemporal traits and evolution process of precipitation. Among unimodal regions, the elevated southeastern TP is featured by the synchronous decrease in both weak and intense precipitation from the night peak to the afternoon minimum. While the decrease of total precipitation in regions with lower terrain is dominated by the decrease of intense precipitation, but with an increase in weak precipitation simultaneously. Regarding bimodal regions, the intense precipitation over southern Hengduan Mountains has a more prominent role in leading the diurnal cycle of precipitation amount, compared with that over the southeastern Yungui Plateau. The proposed method provides a new perspective with more physical details to investigate precipitation characteristics in complex terrains, which could be further used to reasonably evaluate and improve the performance of numerical models. [ABSTRACT FROM AUTHOR]
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- 2023
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24. Fine‐Scale Characteristics and Dominant Synoptic Factors of Spring Precipitation Over Complex Terrain of the Southeastern Tibetan Plateau.
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Zhao, Yin, Li, Jian, Ren, Liwen, Li, Nina, and Li, Puxi
- Subjects
SPRING ,ATMOSPHERIC water vapor ,CYCLONES ,HUMIDITY ,ATMOSPHERIC circulation ,HYDROLOGIC cycle ,THERMAL instability - Abstract
Spring precipitation over the southeastern Tibetan Plateau (SETP) produces more than 34% of annual precipitation, which is comparable to summer precipitation. This pre‐monsoon rainfall phenomenon, influenced synthetically by atmospheric circulations and topography, makes the SETP an exception to its surroundings. Here, fine‐scale characteristics and typical synoptic backgrounds of this unique phenomenon have been investigated. The spring precipitation over the SETP is characterized by high frequency at hourly scale, with a single diurnal peak at night or early morning. Event‐based analysis further demonstrates that the spring precipitation is dominated by long‐lasting nocturnal rainfall events. From early to late spring, the dominant synoptic factor evolves from terrain‐perpendicular low‐level winds to atmospheric moisture, influencing the spatial heterogeneity and fine characteristics of the spring precipitation. The westerly dominated type, featured by lower geopotential height over the TP and enhanced westerlies along the Himalayas, produces limited‐area precipitation at those stations located at topography perpendicular to low‐level winds. In contrast, the moisture‐dominated type is featured by an anomalous cyclone over the Bay of Bengal and induces widespread precipitation around the SETP, which is the leading contributor to the spring precipitation there. Accumulated precipitation amount of long‐lasting nocturnal events is the largest under moisture‐dominated type, which has a large portion of weak precipitation due to weak thermal instability. Findings revealed in this study complete the picture of spring precipitation influenced by different dominant synoptic factors over the SETP, which deepen the current understanding of the joint influence of circulation and topography on the hydrological cycle of complex terrains. Plain Language Summary: The precipitation over the Tibetan Plateau (TP) is generally considered to be concentrated in summer. However, the southeastern TP (SETP) is an exception, where the spring precipitation is larger or comparable compared to summer precipitation. In this study, we analyzed the fine‐scale characteristics and typical synoptic backgrounds of this unique phenomenon. The spring precipitation over the SETP is featured by frequent nighttime rainfall events lasting more than 3 hr. In early spring (March), low‐level winds uplifted by topography produce the precipitation over the SETP, while atmospheric water vapor plays a more important role in late spring (May). Atmospheric backgrounds and complex terrain jointly influence the fine‐scale characteristics and the range of the spring precipitation over the SETP. Our analysis provides a more completed picture of the spring precipitation over the SETP, which typically reflects the joint influence of atmospheric circulations and complex terrain. Key Points: Spring rainfall over the southeastern Tibetan Plateau (SETP) is characterized by frequent nighttime events of long durationDominant synoptic factors evolve from low‐level wind in early spring to moisture in late spring, continuously producing rainfall over SETPSynoptic factors and complex terrain jointly shape fine features and spatial heterogeneity of the spring rainfall over the SETP [ABSTRACT FROM AUTHOR]
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- 2023
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25. Evaluation of Hourly Precipitation Characteristics from a Global Reanalysis and Variable-Resolution Global Model over the Tibetan Plateau by Using a Satellite-Gauge Merged Rainfall Product.
- Author
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Chen, Tianru, Li, Jian, Zhang, Yi, Chen, Haoming, Li, Puxi, and Che, Huizheng
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PRECIPITATION gauges ,RAINFALL ,LONG-range weather forecasting ,HYDROLOGIC cycle ,METEOROLOGICAL stations ,REMOTE sensing - Abstract
High-resolution meteorological datasets are urgently needed for understanding the hydrological cycle of the Tibetan Plateau (TP), where ground-based meteorological stations are sparse. Rapid advances in remote sensing create possibilities to represent spatiotemporal properties of precipitation at a high resolution. In this study, the hourly precipitation characteristics over the TP from two gridded precipitation products, one from global reanalysis (the fifth generation of the European Center for Medium-Range Weather Forecasts atmospheric reanalysis of the global climate; ERA5) and the other is simulated by Global-to-Regional Integrated forecast SysTem (GRIST) global nonhydrostatic model, are compared against satellite-gauge merged precipitation analysis (China Merged Precipitation Analysis; CMPA) from 27 July to 31 August 2014, and a satellite-retrieved precipitation estimate from the Integrated Multi-satellitE Retrievals for the Global Precipitation Measurement (IMERG) is also evolved. Two aspects are mainly focused on: the spatial distribution and the elevation dependence of hourly precipitation characteristics (including precipitation amount, frequency, intensity, diurnal variations, and frequency–intensity structure). Results indicate that: (1) The precipitation amount, frequency, and intensity of CMPA and IMERG decrease with altitude in the Yarlung Tsangpo river valley (YTRV), but increase at first and then decrease with altitude (except for intensity) in the eastern periphery of TP (EPTP). ERA5 performed well on the variation of precipitation amount with altitude (especially in EPTP), but poorly on the frequency and intensity. GRIST is the antithesis of ERA5, but they all overestimate (underestimate) the frequency (intensity) at all heights; (2) With increasing altitude, the diurnal phase of precipitation of CMPA and IMERG shifted from night to evening in the two sub-regions. IMERG's diurnal phase is 1 to 3 h earlier than CMPA's, and the discrepancy decreases (increases) as the altitude increases in YTRV (EPTP). The diurnal phase of precipitation amount and frequency in ERA5 and GRIST is significantly earlier than CMPA, and the frequency peaks around midday except in the basin. GRIST's simulation of the diurnal variation in intensity at various altitudes is consistent with CMPA; (3) ERA5 and GRIST overestimate (underestimate) the frequency of weak (intense) precipitation, with ERA5's deviance being the most severe. The deviations increased with altitude. These findings provide intensive metrics to evaluate precipitation in complex terrain and are helpful for deepening the understanding of simulated biases for further improving performance in high-resolution simulation. [ABSTRACT FROM AUTHOR]
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- 2023
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26. Comparative Study on the Fractal and Fractal Dimension of the Vortex Structure of Hydrofoil's Tip Leakage Flow.
- Author
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Hu, Zilong, Wu, Yanzhao, Li, Puxi, Xiao, Ruofu, and Tao, Ran
- Subjects
FRACTAL dimensions ,LEAKAGE ,HYDROFOILS ,VIBRATION (Mechanics) ,ELECTRIC power production ,WATER transfer - Abstract
Axial-flow turbomachinery is widely used in low head water transfer and electricity generation projects. As there is a gap between the impeller and casing of the tubular flow unit, the fluid will cross the gap to form tip leakage flow, which may induce intense pressure pulsation, noise and mechanical vibration, and even threaten the safe operation of the unit. In order to ensure the efficient and stable operation of hydropower units, the influence factors of tip clearance flow and its formation and development mechanism have been deeply studied in this paper. In this paper, the impact of gap width, angle of attack and inlet velocity on tip leakage flow of hydrofoil with clearance are studied by orthogonal experiment method. The results suggest that the gap width has the greatest influence on tip clearance flow, the incidence angle takes the second place, and the inlet velocity has the least effect on tip clearance flow. Then the fractal characteristics of tip leakage vortices with different gap widths are studied. The results demonstrate that the fractal dimension of tip leakage vortices in large gaps was significantly larger than that in small gaps; The fractal dimension of the leakage vortex decreases gradually along the flow direction. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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27. Quantitative investigation of the head-hump of large-scale vaned-voluted centrifugal pump.
- Author
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Li, Puxi, Li, Na, Tao, Ran, Lu, Zhaoheng, Zhu, Di, Liu, Weichao, Yao, Zhifeng, and Xiao, Ruofu
- Abstract
In this study, the three-dimensional incompressible flow in a large-scale vaned-voluted centrifugal pump was numerically studied based on the Reynolds-averaged Navier–Stokes (RANS) method. As the flow rate increases, the vortices suddenly appear and disappear. These alternating vortices cause the instability region on the Q-H curve. Therefore, the local entropy production rate (LEPR) is analyzed for a better understanding. The LEPR method will provide a visualization of the energy change in unit and make it easier to understand the reasons of head-hump. Large-scale vaned-voluted centrifugal pumps are often used in large-scale water diversion projects. Long-time operation and frequent changes of conditions require the stability of pump performance, and the head-hump is an important factor that affects the stability of centrifugal pumps. The hump characteristics must be studied and the hump region should be avoided. Under small flow rate condition, six typical high LEPR situations in stay vanes are summarized. It is found that the vortex itself will not produce a large energy loss, the vortex causing high LEPR interacts with surrounding flow or wall. The flow interaction dominates LEPR in impeller and stay vanes. Zonal proportion of LEPR in impeller accounts for a higher proportion than stay vane. This study provides an effective way in understanding the mechanism of flow energy loss in the large-scale vaned-voluted centrifugal pump and can be referred to other similar turbomachinery cases. [ABSTRACT FROM AUTHOR]
- Published
- 2022
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28. Greater Flash Flood Risks From Hourly Precipitation Extremes Preconditioned by Heatwaves in the Yangtze River Valley.
- Author
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Chen, Yang, Liao, Zhen, Shi, Yan, Li, Puxi, and Zhai, Panmao
- Subjects
HEAT waves (Meteorology) ,FLOOD risk ,RAINFALL ,COMMUNITIES ,CLIMATE change ,WEATHER - Abstract
Compared to singular hot or wet extremes, their occurrence in close sequence might cause larger impacts, because the initial hazard either increases exposure/vulnerability of affected communities to the next or physically worsens the second hazard. Heatwave‐preconditioned hourly precipitation extremes in the Yangtze River Valley are typical of the latter situation. Fueled by soaring convective energy after heatwaves' passage, hourly precipitation extremes are heavier, intensifying faster, and more concentrated during afternoon to evening, compared to those not proceeded by heatwaves. Consequently, flash flood‐producing events (e.g., 50 mm/hr or stronger) account for larger fractions in preconditioned events than in the non‐preconditioned group, with the spectrum difference further exaggerated by warming. This drives the frequency increase in potentially high‐impact events several‐fold larger than expected from the widely‐adopted univariate perspective. These results point to heatwave‐preconditioned hourly precipitation extremes as an emerging hazard of climate change carrying greater flash flood risks. Plain Language Summary: Despite plentiful knowledge on heatwaves' impacts on human health, little has been known about heatwaves' implication for extreme rainfall and the resulting floods. After experiencing sustained sweltering weather, people are sometimes eager for cooling brought about by heavy precipitation; however, subsequent rainfall, if intensified by the heat into an exceptional level, introduces uncharted risks of flash floods. Hourly precipitation extremes in the Yangtze River Valley are a case in point. Within 3 days after the passage of a heatwave, hourly precipitation extremes in the region are more torrential than those not preceded by heatwaves. These heatwave‐preconditioned events are also intensifying faster with climate warming. In this context, heavier events, such as those stronger than 50 mm/hr, are more prevalent in preconditioned events than in the non‐preconditioned group. Namely, once an hourly precipitation extreme occurs in the wake of a heatwave, the chance of it evolving into a flood‐causing one is higher. So, to better evaluate risks of flash floods, a more holistic view is needed, by not only considering precipitation itself but also factoring into its temporal proximity to heatwaves. Key Points: Rigorously sticking to the impact‐centric principle, heatwave‐preconditioned hourly precipitation extremes are defined and analyzedIn the Yangtze River Valley, heatwave‐preconditioned hourly wet extremes are heavier and intensifying faster than non‐preconditioned onesPreconditioned and non‐preconditioned hourly precipitation extremes differ not only in intensity spectrum but also in diurnal cycle [ABSTRACT FROM AUTHOR]
- Published
- 2022
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29. Temporal and Spatial Analysis on the Fractal Characteristics of the Helical Vortex Rope.
- Author
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Li, Puxi, Tao, Ran, Yang, Shijie, Zhu, Di, and Xiao, Ruofu
- Abstract
Vortex rope is a common phenomenon in the draft tube of hydraulic turbines. It may cause strong pressure pulsation, noise, and strong vibration of the unit especially when it is helical. Therefore, the study of vortex rope is of great significance. In order to study the helical vortex rope, the embedded large eddy simulation (ELES) method in the hybrid methods is used based on the vortex rope generator case. The Liutex method can show the three-dimensional shape of the vortex rope well. In order to quantitatively describe the helical vortex rope, the three-dimensional structure is divided into multiple two-dimensional sections, and then the shape of vortex rope on each section is processed to extract the perimeter and area of the vortex. Combined with the change trend of vortex number and section area, the helical vortex rope is divided into four zones. Then, the fractal dimension on each zone and section can be obtained, and it can be used to quantitatively analyze the change trend of the vortex rope in time and space. The fractal analysis method can be applied to the analysis of the vortex rope in the draft tube to help judge the flow pattern shape and the stability of the unit operating conditions. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
30. Difference in the atmospheric water cycle over the Hengduan Mountains between wet and dry summers.
- Author
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Zhao, Yin, Li, Jian, and Li, Puxi
- Subjects
HYDROLOGIC cycle ,WATER vapor transport ,WATER vapor ,SUMMER ,NONPROFIT sector ,CLIMATOLOGY - Abstract
The atmospheric water cycle over the Hengduan Mountains (HM) is crucial to the local and downstream ecosystem and social economy, while its characteristics and variability have not been thoroughly revealed yet. Based on a bulk method, the atmospheric water cycle over the HM and its difference between wet and dry summers is analysed in this study. Results show that the summer precipitation recycling ratio over the HM is 11.5% in climatology and is significantly and negatively correlated with precipitation there on interannual timescale. In wet summers, the precipitation recycling ratio decreases by 13% compared to dry summers. The origin of water vapour for precipitation over the HM is mainly contributed by the external water vapour transport (local evaporation) in wet (dry) summers. August is found to have the strongest climatological mean precipitation recycling ratio (15.2%) and atmospheric water cycle among 3 months in summer. Also in August, the difference in precipitation recycling ratio between wet and dry summers is largest. In wet summers, although the increase in the external moisture inflow is the largest in June (3.0 × 107 kg·s−1), the increase of precipitation is the largest in August (2.6 × 107 kg·s−1) due to its stronger atmospheric water cycle. Our study promotes the knowledge of the atmospheric water cycle over the HM and provides a new perspective to understand the interannual variations of the precipitation over the HM. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
31. Modeling of the Blade Leading-Edge Pressure Drop of Centrifugal Impeller Based on Machine-Learning.
- Author
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Wu, Yanzhao, Li, Na, Tao, Ran, Li, Puxi, and Xiao, Ruofu
- Published
- 2022
- Full Text
- View/download PDF
32. Investigation of the flow energy dissipation law in a centrifugal impeller in pump mode.
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Tao, Ran, Li, Puxi, Yao, Zhifeng, and Xiao, Ruofu
- Subjects
CENTRIFUGAL pumps ,ENERGY dissipation ,COMPUTATIONAL fluid dynamics ,WATER pumps - Abstract
Centrifugal impeller is usually designed for water pumping. Fluid get energy from impeller but also lose energy when passing through it. To improve the efficiency and have a better operation stability, it is necessary to understand the flow energy dissipation in centrifugal impeller in pump mode. In this case, a thermodynamic analysis is conducted on a model centrifugal pump unit based on computational fluid dynamics (CFD) simulation. Typical performance curve is found with a positive-slope efficiency curve and a negative-slope head curve. With the decreasing of flow rate, both the impeller head and the flow energy dissipation (FED) will rise up. The FED is found related to the flow regime. The complex undesirable flow pattern induces high FED under off-design conditions especially at very small partial-load. Based on the visualization, FED is found with two main sources including the wall friction and the flow interaction. At over-load and design-load, the wall friction induced FED is dominant. With the decreasing of flow rate, flow interaction induced FED becomes dominant. The typical strong FED sites are found related to the striking, separation, merging and interaction of both smooth flow and vortical flow. The FED analysis will correlate the pump performance estimation and guide the design. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
33. Research on Energy-Environment-Economy-Ecology Coupling Development in the Yellow River Basin.
- Author
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Tahir, M.S., Xing, L., Zhao, Jinhui, Tian, Lin, Ding, Lin, Sun, He, and Li, Puxi
- Published
- 2021
- Full Text
- View/download PDF
34. Clinial implication of tThe expression of Aurora B in normal endometrium and endometrial carcinoma
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Li, Puxi, Zhou, Qianjun, Ren, Lirong, and Xiao, Lan
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- 2008
- Full Text
- View/download PDF
35. Research on the Coupling of Energy Consumption and High-quality Development in the Yellow River Basin.
- Author
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Mostafa, M.M.H., Manickam, S., Zhao, Jinhui, Tian, Lin, Bai, Yunlong, He, Jiawei, and Li, Puxi
- Published
- 2021
- Full Text
- View/download PDF
36. Enhanced Turbulent Heat Fluxes Improve Meiyu‐Baiu Simulation in High‐Resolution Atmospheric Models.
- Author
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Ding, Tian, Zhou, Tianjun, Chen, Xiaolong, Zou, Liwei, Li, Puxi, Roberts, Malcolm J., and Wu, Peili
- Subjects
HEAT flux ,ATMOSPHERIC models ,EDDY flux ,GENERAL circulation model ,MONSOONS ,OCEAN temperature - Abstract
Based on 10 pairs of atmospheric general circulation models from the Coupled Model Intercomparison Project Phase 6 High Resolution Model Intercomparison Project, we find that high‐resolution models (HRMs, ∼50 km) perform better than low‐resolution models (LRMs, ∼100 km) in simulating the East Asian summer monsoon (EASM) rain belt. We attribute the increased rainfall to enhanced vertical advection of water vapor in the HRMs which is mainly contributed by enhanced vertical motion. Based on moist static energy analyses, the stronger vertical motion in the HRMSs is mainly balanced by enhanced net energy flux into the atmosphere column in the "Meiyu‐Baiu" (MB) region due to the increase of air‐sea turbulent latent heat fluxes along the Kuroshio and sensible heat fluxes over land. The increased net energy flux in the HRMs drives stronger ascending motion, resulting in more realistic rainfall in the MB region. Higher saturated specific humidity determined by finer sea surface temperature, less near‐surface specific humidity along the Kuroshio, and stronger near‐surface winds on western side of the western North Pacific Subtropical High strengthened by the enhanced pressure gradient together contribute to higher ventilation efficiencies and enhanced ocean forcing along the Kuroshio, leading to more turbulent latent heat fluxes in the HRMs. Additionally, drier and less cloudy atmosphere in the HRMs result in more downward shortwave radiation heating over the land, which partly contributes to the increased sensible heat flux. This understanding of the sensitivity of simulated MB to model resolution has implications for precipitation simulation and prediction over East Asia. Plain Language Summary: Improving the Meiyu‐Baiu simulation is a long‐term challenge for the climate‐modeling community. One way to achieve such improvement is to develop high‐resolution global climate models, since there are many mesoscale systems embedded in the large‐scale monsoon circulation that need small grid spacing to be resolved. By analyzing ten pairs of models, we show that the high‐resolution models (HRMs) generally show better performance in Meiyu‐Baiu simulations than the low‐resolution models (LRMs), with a reduction in bias of 31%. The increased air‐sea latent heat flux in the HRMs is a dominant energy source driving increased Meiyu‐Baiu rainfall. Stronger near‐surface winds and drier air in the HRMs favor increased evaporation, resulting in a more turbulent latent heat flux. Hence, we explain the processes that can help improve Meiyu‐Baiu simulation when improving the horizontal resolution from ∼100 to ∼50 km in General climate models. Key Points: High‐resolution models (∼50 km) perform better than low‐resolution models (∼100 km) in simulating Meiyu‐BaiuThis added value is mainly attributed to the enhanced air‐sea turbulent latent heat fluxes along KuroshioStronger near‐surface wind and drier air in high‐resolution model favor the more turbulent latent heat fluxes [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
37. Added Value of a Convection Permitting Model in Simulating Atmospheric Water Cycle Over the Asian Water Tower.
- Author
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Zhao, Yin, Zhou, Tianjun, Li, Puxi, Furtado, Kalli, and Zou, Liwei
- Subjects
ATMOSPHERIC water vapor ,ATMOSPHERIC models ,ATMOSPHERIC pressure ,ATMOSPHERIC temperature - Abstract
The Tibetan Plateau (TP) is known as Asian Water Tower and its atmospheric water cycle has been a lasting challenge to climate modeling community. Here, we compare two sets of the Met Office Unified Model simulations—one is a convection‐parameterized version (large‐scale model; LSM) and the other is a convection‐permitting model (CPM) simulation. The added value of the CPM in terms of atmospheric water cycle process is analyzed, including external moisture transport, fraction of atmospheric water vapor converting to precipitation and the precipitation recycle ratio. Results show that the simulated TP precipitation and evaporation for the summer of 2009 is significantly improved in the CPM. First, the overestimation of atmospheric water cycle by LSM is improved in CPM due to a reasonable representation of the fraction of atmospheric water vapor converting to precipitation. The overestimation of precipitation recycle ratio also indicates the LSM generates excessive convection compared to the CPM and therefore has a larger wet bias over the TP. Second, a better simulation of local precipitation has feedback on the circulation. Compared with the LSM, the less moisture convergence in the CPM is dominated by the stronger outflow through the eastern edge of the TP rather than the weaker inflow, implying the upscale effects of the resolved moist convection on the moisture transport over the TP. Our results imply that the CPM is a useful tool in the reproduction of moisture transport and atmospheric water cycle process over the Asian Water Tower and other regions of the world with complex topography. Plain Language Summary: The atmospheric water cycle over the Tibetan Plateau (TP, also as known as the Asian Water Tower) has been a challenge to climate models with convection parameterization. Benefiting from the high enough resolution, convection‐permitting model (CPM) can explicitly resolve the deep convection and therefore reduce the bias related with the convection parameterization scheme. Here, we compare a CPM with its low resolution version that employs convection‐parameterization in simulating atmospheric water cycle process over the TP. We find the precipitation and evaporation over the TP is significantly improved in the CPM. There is more water vapor flowing out of the TP and less water vapor in the atmosphere converting into the precipitation in the CPM, resulting in a reduced wet bias. CPM is free from the constrains of the convection parameterization scheme and therefore depicts the atmospheric water cycle over the TP better. Key Points: The convection‐permitting model (CPM) better reproduces precipitation over the Tibetan Plateau than convection‐parameterized model (large‐scale model [LSM])The overestimation of atmospheric water cycle by LSM is improved in CPM simulationThe interaction between large‐scale circulation and convection further reduces moisture convergence and wet bias in the CPM [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
38. Convection‐permitting modelling improves simulated precipitation over the central and eastern Tibetan Plateau.
- Author
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Li, Puxi, Furtado, Kalli, Zhou, Tianjun, Chen, Haoming, and Li, Jian
- Subjects
- *
SURFACE temperature , *POTENTIAL energy , *DOWNSCALING (Climatology) , *RAINFALL - Abstract
The Tibetan Plateau (TP) plays an essential role in influencing the global climate, and precipitation is one of its most important water‐cycle components. However, accurately simulating precipitation over the TP is a long‐standing challenge. In this study, a convection‐permitting model (CPM; with 4 km grid spacing) that covers the entire TP was conducted and compared to two mesoscale models (MSMs; with model horizontal resolutions of 13 and 35 km) over the course of a summer. The results showed that the two MSMs have notable wet biases over the TP and can overestimate the summer precipitation by more than 4.0 mm·day−1 in some parts of the Three Rivers Source region. Moreover, both MSMs have more frequent light rainfall; increasing horizontal resolution of the MSMs alone does not reduce the excessive precipitation. Further investigation reveals that the MSMs have a spurious early‐afternoon rainfall peak, which can be linked to a strong dependence on convective available potential energy (CAPE) that dominates the wet biases. Herein, we highlight that the sensitivity of CAPE to surface temperatures may cause the MSMs to have a spurious hydrological response to surface warming. Users of climate projections should be aware of this potential model uncertainty when investigating future hydrological changes over the TP. In comparison, the CPM removes the spurious afternoon rainfall and thus significantly reduces the wet bias simulated by the MSMs. In addition, the CPM also better depicts the precipitation frequency and intensity, and is therefore a promising tool for dynamic downscaling over the TP. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
39. Projected Changes in the Annual Range of Precipitation Under Stabilized 1.5°C and 2.0°C Warming Futures.
- Author
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Chen, Ziming, Zhou, Tianjun, Zhang, Wenxia, Li, Puxi, and Zhao, Siyao
- Subjects
HYDROLOGIC cycle ,GLOBAL warming ,SURFACE temperature ,CLIMATE change ,TWENTY-first century - Abstract
Changes in hydrological cycle under 1.5°C and 2.0°C warming are of great concern on the post‐Paris Agreement agenda. In particular, the annual range of precipitation, that is, the difference between the wet and dry seasons, is important to society and ecosystem. This study examines the changes in precipitation annual range using the Community Earth System Model low‐warming (CESM‐LW) experiment, designed to assess climate change at stabilized 1.5°C and 2.0°C warming levels. To reflect the exact annual range in different regions, wet and dry seasons are defined for each grid point and year. Based on this metric, the precipitation annual range would increase by 3.90% (5.27%) under 1.5°C (2.0°C) warming. The additional 0.5°C of warming would increase annual range of precipitation by 1.37%. The enhancement is seen globally, except in some regions around the subtropics. Under the additional 0.5°C of warming, a significant increase in the annual range occurs over 15% (22%) of the ocean (land) regions. The increase is associated with the enhanced precipitation during wet season. Moisture budget analysis shows that the enhancement in annual range is dominated by vertical moisture advection, which includes thermodynamic (TH, moisture) and climate dynamic (CD, circulation changes) terms. The TH term plays a dominant role, while the CD term partly offsets the effects of the TH term. The TH term dominates over most regions except for part of the tropical ocean and some of the land regions, where the CD term is also remarkable. Thus, the enhancement of the annual range of precipitation is mainly caused by the increase in moisture. Plain Language Summary: The Paris Agreement proposed a target to limit global warming to less than 2°C and pursue efforts to limit warming to less than 1.5°C. Since then, great effort has been devoted to exploring the impacts of the 1.5°C and 2.0°C warming scenarios. The changes in the seasonal cycles of precipitation have important impacts on natural and human systems but are unknown under 1.5°C and 2°C warming levels. We focus on the changes in the annual range of precipitation, which represents seasonal cycle and is defined as the difference between wet and dry seasonal rainfall in which the wet and dry seasons vary spatially and temporally. We project the changes by using CESM low‐warming experiments. In the experiments, the multiyear global mean surface temperatures will stabilize at 1.5°C and 2.0°C above the preindustrial level by the end of the 21st century. We find significant increases in seasonal cycle over both ocean and land. The increase is dominated by the enhancement of precipitation during wet season. The increased seasonal cycle is caused by the increase in water vapor over most regions except for part of the tropical ocean and some of the land regions, where the effects of circulation changes are remarkable. Key Points: The precipitation annual range, that is, the difference between wet and dry seasons, would increase by 3.90(5.27)% globally at 1.5(2)°C scenariosUnder the 2.0°C warming scenario, over 22% of the landmass will receive more precipitation in the wet season than that under the 1.5°C warmingThe increase in the precipitation annual range is due to the vertical moisture advection dominated by moisture increase with global warming [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
40. Prediction of heavy precipitation in the eastern China flooding events of 2016: Added value of convection‐permitting simulations.
- Author
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Li, Puxi, Guo, Zhun, Furtado, Kalli, Chen, Haoming, Li, Jian, Milton, Sean, Field, Paul R., and Zhou, Tianjun
- Subjects
- *
METEOROLOGICAL precipitation , *RAINFALL intensity duration frequencies , *VALLEYS , *ATMOSPHERIC circulation , *CIRCADIAN rhythms , *RAINFALL , *PLATEAUS - Abstract
During the period from June 30th to July 6th, 2016, a heavy rainfall event affected the middle and lower reaches of the Yangtze River valley in eastern China. The event was characterized by high‐intensity, long‐duration (lasted more than 6 days) precipitation and huge amounts (over 600.0 mm) of rainfall. The rainfall moved eastward from the Sichuan basin to the middle Yangtze River valley during the first 2 days, then Mei‐yu front formed and circulations became more "quasi‐stationary". During the second‐phase, successive heavy rainfall systems occurred repeatedly over the same areas along the front, leading to widespread and catastrophic flooding. In this study, limited‐area convection‐permitting models (CPMs) covering all of eastern China, and global‐model simulations from the Met Office Unified Model are compared to investigate the added values of CPMs on the veracity of short‐range predictions of the heavy rainfall event. The results show that all the models can successfully simulate the accumulated amount and the evolution of this heavy rainfall event. However, the global model produces too much light rainfall (10.0 mm/day), fails to simulate the small‐scale features of both atmospheric circulations and precipitation, and tends to generate steady heavy rainfall over mountainous region. Afternoon precipitation is also excessively suppressed in global model. By comparison, the CPMs add some value in reproducing the spatial distribution of precipitation, the smaller‐scale disturbances within the rain‐bands, the diurnal cycle of precipitation and also reduce the spurious topographical rainfall, although there is a tendency for heavy rainfall to be too intense in CPMs. [ABSTRACT FROM AUTHOR]
- Published
- 2019
- Full Text
- View/download PDF
41. Improvement of mode selection criterion of dynamic mode decomposition in a hydrofoil cavitation multiphase flow case.
- Author
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Wu, Yanzhao, Li, Puxi, Tao, Ran, Zhu, Di, and Xiao, Ruofu
- Subjects
- *
MULTIPHASE flow , *TWO-phase flow , *UNSTEADY flow , *CAVITATION , *HYDROFOILS , *REDUCED-order models - Abstract
With the improvement of cavitation prediction, how to extract key information from massive data of cavitation flow field accurately and quickly has become an urgent requirement. Reduced-order modeling method has been used to extract the key information and simplify the data of restored flow field. However, its applicability to two-phase flow field and how to select main modes have not been well-studied. Therefore, this study uses dynamic mode decomposition (DMD) method to analyze cavitation flow field of a two-dimensional hydrofoil with three cavitation numbers by mode decomposition and reconstruction, and to analyze the applicability of DMD method and two tradition main mode selection criteria for cavitation. The results show that DMD method is effective for the inversion of two-phase flow field, but due to the complexity of unstable cavitating flow, the applicable range of different criteria has been significantly reduced. Therefore, this study combines the advantages of clustering method, presents a new main mode selection criterion based on clustering analysis, which plays an important role in cavitation flow analysis. This method provides a strong guarantee for the use of reduced-order modeling method, and also provides a good basis for the introduction of artificial intelligence in the future. • Comparing the adaptability of different modal selection criteria of DMD to cloud cavitation signals. • Realizing the accurate reconstruction and quantitative error analysis of unsteady cavitating flow. • Improving the ability of DMD modal selection and data simplification based on clustering method. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF
42. The Temporal-Spatial Features of Pressure Pulsation in the Diffusers of a Large-Scale Vaned-Voluted Centrifugal Pump.
- Author
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Lu, Zhaoheng, Tao, Ran, Jin, Faye, Li, Puxi, Xiao, Ruofu, and Liu, Weichao
- Subjects
CENTRIFUGAL pumps ,DATA visualization ,LEGAL research ,COMPUTER simulation - Abstract
A large-scale, vaned-voluted centrifugal pump can be applied as the key component in water-transfer projects. Pressure pulsation will be an important factor in affecting the operation stability. This paper researches the propagation and spatial distribution law of blade passing frequency (BPF) and its harmonics on the design condition by numerical simulation. Experimental and numerical monitoring is conducted for pressure pulsation on four discrete points in the vaneless region, which shows that the BPF is dominant. The pulsation tracking network (PTN) is applied to research propagation law and spatial distribution law. It provides a reference for frequency domain information and visualization vaned diffuser. The amplitude of BPF and its harmonics decays rapidly in the vaneless region. BPF and BPF's harmonics influence each other. BPF has local enhancement in the vaneless region when its harmonics attenuate. In the vaned diffuser, the pulsation amplitude of BPF attenuates rapidly, but the local high-pressure pulsation amplitude can be found on the vane blade concave side because of obstruction and accumulation of the vaned diffuser. In the volute, the pulsation amplitude of BPF is low with the decelerating attenuation. This study provides an effective method for understanding the pressure pulsation law in turbomachinery and other engineering flow cases. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
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