Asia-Pacific Journal of Atmospheric Sciences最新文献

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Influence of the Species Number of Hydrometeors on Numerical Simulation of the Super Typhoon Mujigae in 2015 水文气象站种数对2015年超级台风穆吉盖数值模拟的影响
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-07-21 DOI: 10.1007/s13143-023-00332-6
Simin Pang, Jiangnan Li, Tianyun Guo, Xiaoling Ma
{"title":"Influence of the Species Number of Hydrometeors on Numerical Simulation of the Super Typhoon Mujigae in 2015","authors":"Simin Pang,&nbsp;Jiangnan Li,&nbsp;Tianyun Guo,&nbsp;Xiaoling Ma","doi":"10.1007/s13143-023-00332-6","DOIUrl":"10.1007/s13143-023-00332-6","url":null,"abstract":"<div><p>The same family four single-moment microphysics schemes (WSM3, WSM5, WSM6, and WSM7) were selected to simulate the tropical cyclone (TC) Mujigae in 2015 over the South China Sea using the Weather Research and Forecasting (WRF) model. The effect of the species number of hydrometeors (SNH) used in these schemes on the track, intensity, precipitation, and structure of the TC is investigated. SNH has a slight impact on the TC track, while a significant effect on the TC intensity. The WSM6 scheme has the best skill to reproduce the minimum sea level pressure (MSLP). The WSM3 scheme has the highest simulation score for the maximum surface wind (MSW) speed. In general, the simulated TC intensity is strengthened as SNH increased, while weakened with the addition of hail. SNH affects structure and thus the TC intensity. The TC simulated by WSM6 scheme, with the smallest eye area and the radius of maximum wind, the strongest cloud wall convection, warm core, convergence in the lower layer, and divergence in the upper layer, simulates the minimum MSLP, which is closest to the observation. The four schemes can well reproduce precipitation distribution. The relationship between the total hydrometeor content and the TC intensity is non-linear. The total hydrometeor content simulated by the WSM3 scheme is the most while that by the WSM6 scheme is the least. However, the cloud ice simulated by the WSM6 scheme is the most. The graupel simulated by the WSM6 scheme is more than that by the WSM7 scheme. SNH modifies the microphysical conversion process and latent heat efficiency, and further affects the structure and intensity of TC.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"60 1","pages":"29 - 47"},"PeriodicalIF":2.2,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43638888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Characteristics of Tower-Level Low-Level Jets and Their Impacts on the Urban Heat Island in Tianjin 天津市低空急流特征及其对城市热岛的影响
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-06-13 DOI: 10.1007/s13143-023-00331-7
Tingting Ju, Bingui Wu, Zongfei Li, Jingle Liu, Hongsheng Zhang
{"title":"Characteristics of Tower-Level Low-Level Jets and Their Impacts on the Urban Heat Island in Tianjin","authors":"Tingting Ju,&nbsp;Bingui Wu,&nbsp;Zongfei Li,&nbsp;Jingle Liu,&nbsp;Hongsheng Zhang","doi":"10.1007/s13143-023-00331-7","DOIUrl":"10.1007/s13143-023-00331-7","url":null,"abstract":"<div><h2>Abstract\u0000</h2><div><p>To date, the characteristics of the low-level jets (LLJs) that appear below 300 m, referred to in this study as tower-level LLJs (T-LLJs), have remained unidentified. The results in this study show that approximately 22% of LLJs in Tianjin appear below 300 m, indicating that greater attention should be given to T-LLJs. Thus, the characteristics of T-LLJs in Tianjin are investigated using data obtained from a wind-profile radar and a 255-m high meteorological tower. The results show that T-LLJs frequently occur during the transition from the warm season to the cold season and prefer to appear at night. Compared to the LLJs that appear between 300 and 1000 m, T-LLJs exhibit distinct monthly and diurnal variations, likely attributable to specific underlying causes. The case study suggests that the generation of T-LLJs can be partly attributed to inertial oscillation. Moreover, sensitivity tests indicate that the land‒sea thermal contrast is one of the main causes of T-LLJs, and that urban heat islands (UHIs) exert nonnegligible influence on T-LLJs in Tianjin. In addition, since UHIs are mainly nocturnal phenomena, the impacts of nocturnal LLJs on UHIs are investigated. The results show that nocturnal LLJs contribute to enhance turbulent mixing and heat transport, which can weaken atmospheric stability near the surface. Consequently, a nocturnal UHI is always weaker when it occurs concurrently with a LLJ, as opposed to occurring without a LLJ.</p></div></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"509 - 527"},"PeriodicalIF":2.3,"publicationDate":"2023-06-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43418678","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Intercomparison of Deep-Learning Methods for Super-Resolution Bias-Correction (SRBC) of Indian Summer Monsoon Rainfall (ISMR) Using CORDEX-SA Simulations 基于CORDEX-SA模拟的印度夏季风降水超分辨率偏校正(SRBC)深度学习方法的比较
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-05-31 DOI: 10.1007/s13143-023-00330-8
Deveshwar Singh, Yunsoo Choi, Rijul Dimri, Masoud Ghahremanloo, Arman Pouyaei
{"title":"An Intercomparison of Deep-Learning Methods for Super-Resolution Bias-Correction (SRBC) of Indian Summer Monsoon Rainfall (ISMR) Using CORDEX-SA Simulations","authors":"Deveshwar Singh,&nbsp;Yunsoo Choi,&nbsp;Rijul Dimri,&nbsp;Masoud Ghahremanloo,&nbsp;Arman Pouyaei","doi":"10.1007/s13143-023-00330-8","DOIUrl":"10.1007/s13143-023-00330-8","url":null,"abstract":"<div><p>The Indian Summer Monsoon Rainfall (ISMR) plays a significant role in India’s agriculture and economy. Our understanding of the climate dynamics of the Indian summer monsoon has been enriched with general circulation models (GCMs) and regional climate models (RCMs). Systematic bias associated with these numerical simulations, however, needs to be corrected before we can obtain accurate or reliable projections of the future. Therefore, this study applies two state-of-the-art deep-learning (DL)-based super-resolution bias correction (SRBC) methods, viz. Autoencoder-Decoder (ACDC) and a deeper network Residual Neural Network (ResNet) to perform spatial downscaling and bias-correction on high-resolution CORDEX-SA climatic simulations of precipitation. To do so, we obtained eight meteorological variables from CORDEX-SA RCM simulations along with a digital elevation model at a spatial resolution of 0.25°×0.25° as input. Indian Monsoon Data Assimilation and Analysis, precipitation reanalysis re-grided to 0.05°×0.05° spatial resolution is chosen as output for the training period 1979–2005. To evaluate the DL algorithms, the RCP 2.6 scenario of CORDEX-SA future simulations for the period 2006–2020 is chosen. Moreover, we also conducted a performance assessment of the representation of mean, variability, extreme, and frequency of rainfall associated with ISMR. The results of the experiments show that the DL method ResNet a highly efficient in (i) improving the spatial resolution of the climatic simulations from 0.25°×0.25° to 0.05°×0.05°, (ii) reducing the systematic biases of the extreme rainfall of ISMR from 21.18 mm to -7.86 mm, and (iii) providing a robust bias-corrected climate simulation of ISMR for future climate mitigation and adaptation studies.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"495 - 508"},"PeriodicalIF":2.3,"publicationDate":"2023-05-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-023-00330-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41940672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Estimating Probabilities of Extreme ENSO Events from Copernicus Seasonal Hindcasts 从哥白尼季节性预报估计极端ENSO事件的概率
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-05-04 DOI: 10.1007/s13143-023-00328-2
William J. Merryfield, Woo-Sung Lee
{"title":"Estimating Probabilities of Extreme ENSO Events from Copernicus Seasonal Hindcasts","authors":"William J. Merryfield,&nbsp;Woo-Sung Lee","doi":"10.1007/s13143-023-00328-2","DOIUrl":"10.1007/s13143-023-00328-2","url":null,"abstract":"<div><p>Multi-system seasonal hindcasts supporting operational seasonal forecasts of the Copernicus Climate Change Service (C3S) are examined to estimate probabilities that El Niño and La Niña episodes more extreme than any in the reliable observational record could occur in the current climate. With 184 total ensemble members initialized each month from 1993 to 2016, this dataset greatly multiplies the realizations of ENSO variability during this period beyond the single observed realization, potentially enabling a detailed assessment of the chances of extreme ENSO events. The validity of such an assessment is predicated on model fidelity, which is examined through two-sample Cramér–von Mises tests. These do not detect differences between observed and modeled distributions of the Niño 3.4 index once multiplicative adjustments are applied to the latter to match the observed variance, although differences too small to be detected cannot be excluded. Statistics of variance-adjusted hindcast Niño 3.4 values imply that El Niño and La Niña extremes exceeding any that have been instrumentally observed would be expected to occur with a &gt; 3% chance per year on average across multiple realizations of the hindcast period. This estimation could also apply over the next several decades, provided ENSO variability remains statistically similar to the hindcast period.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"479 - 493"},"PeriodicalIF":2.3,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-023-00328-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48326245","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Climatic Factors Suppressing Tropical Cyclone Activity around Taiwan during October 抑制台湾10月热带气旋活动的气候因素
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-24 DOI: 10.1007/s13143-023-00327-3
Wei-Teh Li, Jau-Ming Chen, Ruo-Shan Tseng
{"title":"Climatic Factors Suppressing Tropical Cyclone Activity around Taiwan during October","authors":"Wei-Teh Li,&nbsp;Jau-Ming Chen,&nbsp;Ruo-Shan Tseng","doi":"10.1007/s13143-023-00327-3","DOIUrl":"10.1007/s13143-023-00327-3","url":null,"abstract":"<div><p>During Octobers of 1970–2019, no tropical cyclones (TCs) affected Taiwan in 32 out of 50 years (64%). Suppressed TC activity in these years results from different modulating processes imposed by various climatic features. During Octobers of El Niño years, TC genesis in the western North Pacific (WNP) shifts eastward and decreases in the western WNP to the southeast of Taiwan. An anomalous anticyclone across the South China Sea (SCS) and Taiwan hinders TC movement toward Taiwan. In La Niña years, TC genesis increases in the region southeast of Taiwan. These TCs are guided by an anomalous cyclone centering in the SCS to have major TC tracks to the southwest of Taiwan toward the SCS. A year with a September–November value on the Oceanic Niño Index (ONI) of between 0°-0.5 °C (-0.5°-0 °C) is categorized as a positive (negative) Normal year. During the positive Normal years, an anomalous cyclone over the WNP enhances TC genesis in its southern section and guides these TCs northward along the regions east of Taiwan. An anomalous anticyclone across the SCS and Taiwan hinders TC movement toward Taiwan. During the negative Normal years, a westward elongation of warm sea surface temperature anomalies from the WNP into the eastern Indian Ocean forces an anomalous anticyclone to extend westward from the WNP toward the SCS. TC genesis to the south of this anomalous anticyclone decreases and is accompanied by reduced TC movement toward Taiwan.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"459 - 477"},"PeriodicalIF":2.3,"publicationDate":"2023-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48219499","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Field-based Heatwave Risk Assessment of Outdoor Workers Measured by Wearable Sensors 基于可穿戴传感器的户外工作者现场热浪风险评估
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-24 DOI: 10.1007/s13143-023-00326-4
Ara Kim, Gayoung Yoo
{"title":"Field-based Heatwave Risk Assessment of Outdoor Workers Measured by Wearable Sensors","authors":"Ara Kim,&nbsp;Gayoung Yoo","doi":"10.1007/s13143-023-00326-4","DOIUrl":"10.1007/s13143-023-00326-4","url":null,"abstract":"<div><p>Increasing heatwave frequency due to climate change threatens outdoor workers’ health. We aimed to assess the on-site heat strain level of outdoor workers using wearable sensors and identify the factors for consideration in developing individual-based heat adaptation strategies. Seven road construction workers were recruited and asked to wear necklace-form temperature loggers and smartwatches monitoring heart rate (HR). The questionnaire was delivered daily to ask about their psychological comfort level during work. Workers were exposed to up to 5.4 °C higher temperature than the official air temperature, indicating that the national heatwave alarm does not reflect on-site heat conditions. Based on the measured HR data, heat strain levels were defined. When HR exceeded the level of “180-age,” we assumed extreme heat strain occurred, which requires immediate cessation of work. When HR exceeded 40% of the individual heart rate reserve (the difference between the maximum and resting HR), we assumed high heat strain occurred, indicating a stressed condition. High heat strain occurred in all workers on 9 of the 13 monitored days, whereas the official heatwave alarms were issued only on four dates. Additionally, three workers experienced extreme heat strain on two dates. The main factor for workers experiencing extreme heat strain was age. Comparing the heat strain levels from HR with the survey results, we found that the older workers considered their condition comfortable even under extreme and high heat strain. Thus, an individual sensor-based early-warning system is needed to prevent heat strain not perceived by outdoor workers. The findings emphasize the need for a personalized adaptation strategy for heatwaves and will be a baseline for developing a new work manual that mainstreams climate change impacts.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"447 - 458"},"PeriodicalIF":2.3,"publicationDate":"2023-04-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46048591","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Two Typical Synoptic-Scale Weather Patterns of Dust Events over the Tibetan Plateau 青藏高原沙尘暴的两种典型天气模式
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-12 DOI: 10.1007/s13143-023-00325-5
Xingya Feng, Rui Mao, Dao-Yi Gong, Guangjian Wu, Cuicui Shi, Guohao Liang, Yufei Wang
{"title":"Two Typical Synoptic-Scale Weather Patterns of Dust Events over the Tibetan Plateau","authors":"Xingya Feng,&nbsp;Rui Mao,&nbsp;Dao-Yi Gong,&nbsp;Guangjian Wu,&nbsp;Cuicui Shi,&nbsp;Guohao Liang,&nbsp;Yufei Wang","doi":"10.1007/s13143-023-00325-5","DOIUrl":"10.1007/s13143-023-00325-5","url":null,"abstract":"<div><p>Synoptic-scale weather systems play dominant roles in inducing high tropospheric dust over the Tibetan Plateau (TP). However, few studies have summarized the typical synoptic-scale weather patterns when high tropospheric dust occurs over the TP, as well as the difference between the distribution and transport methods of dust under weather patterns. Based on dust optical depth (DOD) from remote sensing data and reanalysis data during 2000 to 2019, two typical synoptic-scale weather patterns (T1 and T2) in the middle troposphere in association with high DOD in spring over the TP were obtained by using the self-organizing map (SOM) clustering method. The results show that the T1 features a deep trough over the Altai Mountains and the westerly wind increases over the TP. As a result, dust is transported from the Taklimakan Desert and Qaidam Basin to the upper troposphere and extends to the TP and northern China. T2 shows a low-pressure system over the western TP and decreased westerly winds over the TP, resulting in dust from the Taklimakan Desert, Qaidam Basin, and western TP to downstream areas. T1 (T2) contributes more to DOD over the eastern (western) TP. Therefore, we believe that a small increase (decrease) in DOD in the western (eastern) part of the TP from 2000 to 2019 may be related to an increase (decrease) in the occurrence of the T2 (T1). This work may provide a new possibility for projecting dust transport and its influence on tropospheric dust over the TP.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"403 - 416"},"PeriodicalIF":2.3,"publicationDate":"2023-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44046402","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intra-urban Variations of the CO2 Fluxes at the Surface-Atmosphere Interface in the Seoul Metropolitan Area 首尔市区地表大气界面CO_ 2通量的城市内部变化
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-12 DOI: 10.1007/s13143-023-00324-6
Seon-Ok Hong, Jinwon Kim, Young-Hwa Byun, Jinkyu Hong, Je-Woo Hong, Keunmin Lee, Young-San Park, Sang-Sam Lee, Yeon-Hee Kim
{"title":"Intra-urban Variations of the CO2 Fluxes at the Surface-Atmosphere Interface in the Seoul Metropolitan Area","authors":"Seon-Ok Hong,&nbsp;Jinwon Kim,&nbsp;Young-Hwa Byun,&nbsp;Jinkyu Hong,&nbsp;Je-Woo Hong,&nbsp;Keunmin Lee,&nbsp;Young-San Park,&nbsp;Sang-Sam Lee,&nbsp;Yeon-Hee Kim","doi":"10.1007/s13143-023-00324-6","DOIUrl":"10.1007/s13143-023-00324-6","url":null,"abstract":"<div><p>Severe spatiotemporal heterogeneity of emissions sources and limited measurement networks have been hampering the monitoring and understanding of CO<sub>2</sub> fluxes in large cities, a great concern in climate research as big cities are among the major sources of anthropogenic CO<sub>2</sub> in the climate system. To understand the CO<sub>2</sub> fluxes in Seoul, Korea, CO<sub>2</sub> fluxes at eight surface energy balance sites, six urban (vegetation-area fraction &lt; 15%) and two suburban (vegetation-area fraction &gt; 60%), for 2017–2018 are analyzed and attributed to the local land-use and business types. The analyses show that the CO<sub>2</sub> flux variations at the suburban sites are mainly driven by vegetation and that the CO<sub>2</sub> flux differences between the urban and suburban sites originate from the differences in the vegetation-area fraction and anthropogenic CO<sub>2</sub> emissions. For the CO<sub>2</sub> fluxes at the urban sites; (1) vehicle traffic (traffic) and heating-fuel consumption (heating) contribute &gt; 80% to the total, (2) vegetation effects are minimal, (3) the seasonal cycle is driven mainly by heating, (4) the contribution of heating is positively related to the building-area fraction, (5) the annual total is positively (negatively) correlated with the commercial-area (residential-area) fraction, and (6) the traffic at the commercial sites depend further on the main business types to induce distinct CO<sub>2</sub> flux weekly cycles. This study shows that understanding and estimation of CO2 fluxes in large urban areas require careful site selections and analyses based on detailed consideration of the land-use and business types refined beyond the single representative land-use type widely-used in contemporary studies.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"417 - 431"},"PeriodicalIF":2.3,"publicationDate":"2023-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-023-00324-6.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47716914","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Cluster Analyses of Tropical Cyclones with Genesis in the South China Sea Based on K-Means Method 基于K-Means方法的南海有成因热带气旋聚类分析
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-12 DOI: 10.1007/s13143-023-00322-8
Yafeng Yin, Yangyang Yong, Shandong Qi, Kai Yang, Yizhao Lan
{"title":"Cluster Analyses of Tropical Cyclones with Genesis in the South China Sea Based on K-Means Method","authors":"Yafeng Yin,&nbsp;Yangyang Yong,&nbsp;Shandong Qi,&nbsp;Kai Yang,&nbsp;Yizhao Lan","doi":"10.1007/s13143-023-00322-8","DOIUrl":"10.1007/s13143-023-00322-8","url":null,"abstract":"<div><p>Tropical cyclone (TC) with genesis in the South China Sea (SCS) has been a major concern because of their high landfall frequency and associated serious hazards to the surrounding coastal areas. The classification of TCs from records of historical tracks is an important way to obtain their characteristics and to help predict their future behavior. According to the generation location, intensity, direction, and track length of TC, TCs with genesis in the SCS from 1950 to 2020 are classified into four clusters by the K-means clustering method, including northwestward track cluster A, westward track cluster C and two long northeastward track clusters B and D. The landfall probability, peak season, climate trend, lifespan, maximum wind speed, and power dissipation index show a significant distinction for each cluster. All clusters had a landfall probability exceeding 50%, with the highest probability in cluster A (90.44%), followed by cluster C, cluster B, and cluster D with the lowest probability (54.55%). The clustering results indicate that tracks of TCs are strongly affected by the distribution pattern of the Western Pacific Subtropical High. When the WPSH moves southward, the southwesterly anomalies provide a significantly favorable steering flow for TC northeastward. Conversely, the WPSH located northward in July-September, the strong southeasterly anomaly favoring the northwestward movement of TC. From October to November, the WPSH shrinking in size gives way to the prevailing anomalous easterlies that steer the TCs westward. Further concerning the influence of TCs in the different clusters by the WPSH movement will be helpful for prediction in terms of the occurrence, track and landfall probability of TCs in the SCS.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 4","pages":"433 - 446"},"PeriodicalIF":2.3,"publicationDate":"2023-04-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-023-00322-8.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42237936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Trends and Spatio-Temporal Variability of Summer Mean and Extreme Precipitation across South Korea for 1973–2022 1973-2022年韩国夏季平均降水量和极端降水量的趋势和时空变异性。
IF 2.3 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2023-04-06 DOI: 10.1007/s13143-023-00323-7
Hye-Ryeom Kim, Mincheol Moon, Junghee Yun, Kyung-Ja Ha
{"title":"Trends and Spatio-Temporal Variability of Summer Mean and Extreme Precipitation across South Korea for 1973–2022","authors":"Hye-Ryeom Kim,&nbsp;Mincheol Moon,&nbsp;Junghee Yun,&nbsp;Kyung-Ja Ha","doi":"10.1007/s13143-023-00323-7","DOIUrl":"10.1007/s13143-023-00323-7","url":null,"abstract":"<div><h2>Abstract\u0000</h2><div><p>Climate change has altered the frequency, intensity, and timing of mean and extreme precipitation. Extreme precipitation has caused tremendous socio-economic losses, and severe impacts on human life, livelihood, and ecosystems. In recent years, heavy rainfall events occurred during the boreal summer (June-to-August) frequently and sporadically over South Korea. Given that its severity, a call for an urgent investigation of summer extreme rainfall is needed. Although many previous studies have addressed daily extreme precipitation, hourly extreme rainfall still needs to be thoroughly investigated. Therefore, in this study, we investigated the trends, spatio-temporal variability, and long-term variations in mean and extreme precipitation over South Korea during the boreal summertime using daily and hourly observational data through various analysis methods. During the past 50 years (1973–2022), there has been a notable escalation in maximum hourly precipitation, although the boreal summer mean precipitation has increased only marginally. Regionally, an increase in mean and extreme rainfall occurred in the northern part of the central region and the southern coast of the Korean peninsula. Moreover, the increase in intensity and frequency of extreme precipitation as well as in dry day have contributed more to the total summer precipitation in recent years. Our findings provide scientific insights into the progression of extreme summer precipitation events in South Korea.</p></div></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"59 3","pages":"385 - 398"},"PeriodicalIF":2.3,"publicationDate":"2023-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-023-00323-7.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9705649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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