Asia-Pacific Journal of Atmospheric Sciences最新文献

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Investigating Fuel Efficiency of Heavy-Duty Vehicle Platooning Using a CFD Model
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2025-02-04 DOI: 10.1007/s13143-025-00390-y
EunRyoung Kim, Yeri Kang, Ha Hwang, Jae-Jin Kim, Chang-Keun Song
{"title":"Investigating Fuel Efficiency of Heavy-Duty Vehicle Platooning Using a CFD Model","authors":"EunRyoung Kim,&nbsp;Yeri Kang,&nbsp;Ha Hwang,&nbsp;Jae-Jin Kim,&nbsp;Chang-Keun Song","doi":"10.1007/s13143-025-00390-y","DOIUrl":"10.1007/s13143-025-00390-y","url":null,"abstract":"<div><p>Platooning represents a crucial strategy for mitigating emissions from heavy-duty vehicles (HDVs). This study evaluates the effects of platoon composition on the surrounding airflow utilizing a computational fluid dynamics (CFD) model, and quantifies the resultant fuel efficiency and CO<sub>2</sub> emissions. This study examines fuel consumption data reconstructed from field experiments to validate the CFD model’s ability to accurately simulate drag forces within a homogeneous three-truck platoon. The potential for fuel savings was assessed based on CFD-simulated fuel consumption, taking into account various inter-vehicle distances and driving speeds. The model successfully reproduced the fuel consumption observed in a platooning formation comprising lead, middle, and trailing trucks, with an error margin below 6.2%. Fuel consumption analysis shows that while lead and middle trucks consume more fuel with increased inter-vehicle distances, the trailing truck's consumption decreases at specific distance-to-length ratios (D/L), increasing again beyond a D/L of 1.1. Additionally, a significant decrease in total fuel efficiency was noted for D/L ratios exceeding 1.5. Considering the diverse platooning scenarios analyzed, the study anticipates an annual reduction of up to 7 tons of CO<sub>2</sub> equivalent per vehicle. By optimizing platooning configurations, this research contributes to enhancing fuel efficiency and reducing emissions from HDVs.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 2","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-025-00390-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143108029","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
Role of the Pacific-Japan Pattern in Shaping Sri Lanka Rainfall 太平洋-日本模式对斯里兰卡降雨的影响
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2025-01-20 DOI: 10.1007/s13143-025-00389-5
Pathmarasa Kajakokulan
{"title":"Role of the Pacific-Japan Pattern in Shaping Sri Lanka Rainfall","authors":"Pathmarasa Kajakokulan","doi":"10.1007/s13143-025-00389-5","DOIUrl":"10.1007/s13143-025-00389-5","url":null,"abstract":"<div><p>Recent studies have shown that the Pacific-Japan (PJ) pattern is the dominant climate mode and has a relationship with rainfall anomalies in East Asia. However, the influence of the PJ pattern on the rainfall of Sri Lanka remains largely unclear. Therefore, the present study examines the impact of the PJ pattern on the rainfall of Sri Lanka during the boreal summer utilizing observational and reanalysis datasets from 1981 to 2020. It is noted that the PJ pattern has a significant positive relationship with rainfall in Sri Lanka during the boreal summer. Furthermore, based on the composite analysis, we found that Sri Lanka experiences wet conditions during the positive phase of the PJ pattern in the summer, while the negative phase of the PJ pattern contributes to dry conditions. During the positive phase of the PJ pattern, moisture convergence over Sri Lanka is associated with the easterlies extending from the southern flank of Western North Pacific anomalous anticyclonic circulation, which results in enhanced convection and wet conditions over Sri Lanka. On the other hand, moisture divergence over Sri Lanka is linked with the westerlies extending from the southern flank of the Western North Pacific anomalous cyclonic circulation, decreasing the convection and dry conditions over Sri Lanka. This study suggests that the PJ pattern is a significant climate mode for understanding the rainfall pattern in Sri Lanka.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142995207","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
Impact of Arctic Sea Ice Representation on Extended Medium-Range Forecasting: a Case Study of the 2016 Barents-Kara Sea Warming Event 北极海冰表征对扩展中期预测的影响——以2016年巴伦支-喀拉海变暖事件为例
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2025-01-13 DOI: 10.1007/s13143-024-00387-z
Jung Hyun Park, Hyun-Joon Sung, Myung-Seo Koo, Junseong Park, Rae-Seol Park, Kwang-Hee Han, Ji-Han Sim, Hyo-Jung Lee, Hayeon Noh, Baek-Min Kim
{"title":"Impact of Arctic Sea Ice Representation on Extended Medium-Range Forecasting: a Case Study of the 2016 Barents-Kara Sea Warming Event","authors":"Jung Hyun Park,&nbsp;Hyun-Joon Sung,&nbsp;Myung-Seo Koo,&nbsp;Junseong Park,&nbsp;Rae-Seol Park,&nbsp;Kwang-Hee Han,&nbsp;Ji-Han Sim,&nbsp;Hyo-Jung Lee,&nbsp;Hayeon Noh,&nbsp;Baek-Min Kim","doi":"10.1007/s13143-024-00387-z","DOIUrl":"10.1007/s13143-024-00387-z","url":null,"abstract":"<div><p>In early January 2016, Storm Frank, an extreme winter storm with a peak intensity of 928 hPa, intruded into the Atlantic sector of the Arctic. This led to unprecedented warming and significant sea ice loss in the Barents-Kara (B-K) Sea. Following this extreme warming event, a series of extreme weather events occurred in mid- and late-January across Eurasia, including a persistent blocking pattern near the Ural mountains and extreme cold wave events over Mongolia, China, and Korea. This study utilizes the Korean Integrated Model (KIM), coupled with an ocean-sea ice model, to reproduce this event and to examine its extended medium-range forecasting performance. While the control model effectively captures the initial Arctic warming, it struggles to reproduce the observed sustained warming that lasted over two weeks. Here, we identified that the model significantly overestimates the sea ice concentration in the B-K Sea, where the initial warming is more pronounced in observations. Through sensitivity experiments, we found that reducing the sea ice strength parameter, which governs the ice resistance to pressure and deformation, effectively alleviated this overestimation. This adjustment facilitates easier sea ice melting, strengthens the ocean-atmosphere interactions, and extends the duration of simulated Arctic warming. Our findings emphasize the crucial role of accurate Arctic sea ice representation in extended medium-range forecasting for East Asia, particularly for extreme weather events.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-01-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142963164","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
Comparative Analysis of GloSea6 Hindcasts for Two Extreme El Niño Events and Their Impact on Indo-Western North Pacific Climate 两次极端El Niño事件GloSea6预报的对比分析及其对北太平洋印度洋-西部气候的影响
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2025-01-07 DOI: 10.1007/s13143-024-00388-y
Seung-Hwon Hyun, Seung-On Hwang, Chao Liu, Soon-Il An, Yu-Kyung Hyun
{"title":"Comparative Analysis of GloSea6 Hindcasts for Two Extreme El Niño Events and Their Impact on Indo-Western North Pacific Climate","authors":"Seung-Hwon Hyun,&nbsp;Seung-On Hwang,&nbsp;Chao Liu,&nbsp;Soon-Il An,&nbsp;Yu-Kyung Hyun","doi":"10.1007/s13143-024-00388-y","DOIUrl":"10.1007/s13143-024-00388-y","url":null,"abstract":"<div><p>In this study, GloSea6 hindcast (HCST) from the UK Met Office is used to investigate the model prediction skill for the impacts on the East Asian summer associated with two extreme El Niño cases (1997/1998 and 2015/2016). For the 1998 case, we found that GloSea6 model is able to predict the ocean–atmosphere circulations one to two seasons ahead, including the anomalously positive sea surface temperature (SST) in the Tropical Indian Ocean (TIO) and the anomalous anticyclone (AAC) in the Western North Pacific during the spring and summer seasons. However, for the 2016 case it fails to capture the observed fast cooling of the spring TIO SST and the rapid decaying of the summer AAC, due to an overestimated linkage between the summer TIO and the precedent winter El Niño. Physically, the exaggerated model SST warming over both the eastern and western Indian Ocean suppresses the development of the surface westerly wind that enhances the summer monsoon flow in the TIO and cools the warmed SST as in the real world. According to further analysis, the sensitivity of the TIO is linked to the formation of the spring AAC, which is influenced by the longitudinal position of warm Pacific SST, causing the HCST to display a more idealized El Niño-TIO-AAC teleconnection than the observations. Thus, simulating the decaying El Niño and its teleconnection to the TIO is crucial for reliable seasonal forecasts of East Asian climate during post-El Niño summers.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2025-01-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-024-00388-y.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142938951","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
Microphysical Characteristics of Snowfall in Seoul, South Korea and Their Changes with Meteorological Conditions 韩国首尔降雪的微物理特征及其随气象条件的变化
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2024-12-29 DOI: 10.1007/s13143-024-00385-1
Seong-Ho Hong, Joohyun Lee, Jong-Jin Baik
{"title":"Microphysical Characteristics of Snowfall in Seoul, South Korea and Their Changes with Meteorological Conditions","authors":"Seong-Ho Hong,&nbsp;Joohyun Lee,&nbsp;Jong-Jin Baik","doi":"10.1007/s13143-024-00385-1","DOIUrl":"10.1007/s13143-024-00385-1","url":null,"abstract":"<div><p>In this study, the microphysical characteristics of snowfall in Seoul, South Korea and their changes with meteorological conditions are examined using about 6-year observation data from a Parsivel disdrometer. The snow particle size distribution (PSD) exhibits convex-down shapes, being better represented by gamma distributions than exponential distributions. As snowfall rate increases, the snow PSD broadens and its peak rises. The changes in gamma PSD parameters with snowfall rate differ between the mean PSD and 1-min PSDs. The volume-weighted mean diameter <i>D</i><sub>m</sub> much more rapidly increases with snowfall rate in comparison with <i>D</i><sub>m</sub> in Beijing, China and Pyeongchang, South Korea, suggesting the relative importance of aggregation in Seoul. 77% of snowfall in Seoul occurs when northwesterly blows at the 850-hPa level. This snowfall is associated with west-high/east-low pressure patterns, large air–sea temperature differences (~ 19 °C), and shallow (≤ 2.5 km) precipitation systems, suggesting a large contribution of sea-effect snowfall from the Yellow Sea. The northwesterly-type snowfall with lower temperatures (≤ 25th percentile, COLD) and with higher temperatures (≥ 75th percentile, WARM) at the 850-hPa level is compared in the same intensity range of 0.5–1 mm h<sup>−1</sup>. Compared with the WARM snowfall, the COLD snowfall has relatively broad PSDs and less-rimed snow particles. The COLD snowfall is associated with relatively large wind shear, small static stability, low temperatures of − 21 to − 9 °C, and low humidity in the lower atmosphere, which is attributed to relatively strong northwesterly resulting in relatively strong cold and dry advection. This implies that enhanced aggregation by stronger turbulence and dendritic growths can contribute to the broader PSDs and that weakened riming for the lower temperatures might be associated with the less-rimed snow particles.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-12-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142889661","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
Correction: Forecast Accuracy and Physics Sensitivity in High-Resolution Simulations of Precipitation Events in Summer 2022 by the Korean Integrated Model 更正:韩国综合模式对2022年夏季降水事件高分辨率模拟的预报精度和物理敏感性
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2024-12-23 DOI: 10.1007/s13143-024-00384-2
Eun-Hee Lee, Sujeong Cho, Keon-Hee Cho, Ji-Young Han, Youngsu Lee, Junghan Kim
{"title":"Correction: Forecast Accuracy and Physics Sensitivity in High-Resolution Simulations of Precipitation Events in Summer 2022 by the Korean Integrated Model","authors":"Eun-Hee Lee,&nbsp;Sujeong Cho,&nbsp;Keon-Hee Cho,&nbsp;Ji-Young Han,&nbsp;Youngsu Lee,&nbsp;Junghan Kim","doi":"10.1007/s13143-024-00384-2","DOIUrl":"10.1007/s13143-024-00384-2","url":null,"abstract":"","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-024-00384-2.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142870328","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
Comprehensive Analysis of PM2.5 Concentrations in the Seoul Metro Underground Stations: Relationships with Indoor Sources and Outdoor Air Quality 首尔地铁地铁站PM2.5浓度的综合分析:室内污染源和室外空气质量的关系
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2024-12-10 DOI: 10.1007/s13143-024-00386-0
Hye-Ryun Oh, Doo-Sun R. Park, Hye-Young Ko, Jihoon Seo, Minseok Lee, Woosuk Choi
{"title":"Comprehensive Analysis of PM2.5 Concentrations in the Seoul Metro Underground Stations: Relationships with Indoor Sources and Outdoor Air Quality","authors":"Hye-Ryun Oh,&nbsp;Doo-Sun R. Park,&nbsp;Hye-Young Ko,&nbsp;Jihoon Seo,&nbsp;Minseok Lee,&nbsp;Woosuk Choi","doi":"10.1007/s13143-024-00386-0","DOIUrl":"10.1007/s13143-024-00386-0","url":null,"abstract":"<div><p>This study examined the observed PM<sub>2.5</sub> concentration across 247 underground stations  consisting of Line-1 to Line-8 of the Seoul Metro from April 2021 to March 2023 in order to understand general characteristics of underground PM<sub>2.5</sub> air quality. Approximately, in one-thirds of underground stations (85 stations), annual averaged PM<sub>2.5</sub> concentration are over 35 µg m<sup>−3</sup>. Moreover, in 30 underground stations (approximately 12%), it exceeds 50 µg m<sup>−3</sup>, the recommended 24-hour maintenance standard for PM<sub>2.5</sub> concentration in underground stations. We found that PM<sub>2.5</sub> concentration is considerably influenced by both internal and external factors. Among the internal factors (i.e., depth, the number of passengers and operation frequency), the frequency of subway operation significantly affects changes in PM<sub>2.5</sub> concentration however, various internal factors may act in combination. In terms of external factor, there are positive correlation coefficients (<i>r</i> = 0.15–0.95) between daily averaged PM<sub>2.5</sub> concentration in underground station and that of the outdoor observatory closest to each underground station. In particular, in underground stations with high PM<sub>2.5</sub> concentration, the correlation with outdoor PM<sub>2.5</sub> air quality was low, suggesting that for better air quality in underground stations, we need to focus more on reducing the inherent emission from underground stations in highly polluted stations, but for less polluted stations, we need to improve outdoor air quality as well. We believe that this study may provide insights for effective future PM<sub>2.5</sub> air quality management in underground stations.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"61 1","pages":""},"PeriodicalIF":2.2,"publicationDate":"2024-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142798374","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
Dynamic Variations in Wind Speed Intensity Across China and Their Association with Atmospheric Circulation Patterns 中国各地风速强度的动态变化及其与大气环流模式的关系
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2024-10-02 DOI: 10.1007/s13143-024-00383-3
Lijun Shang, Zexiang Li, Shuishi Xie, Li Huang, Lihong Meng, Xiujuan Li, Keyuan Zhong
{"title":"Dynamic Variations in Wind Speed Intensity Across China and Their Association with Atmospheric Circulation Patterns","authors":"Lijun Shang,&nbsp;Zexiang Li,&nbsp;Shuishi Xie,&nbsp;Li Huang,&nbsp;Lihong Meng,&nbsp;Xiujuan Li,&nbsp;Keyuan Zhong","doi":"10.1007/s13143-024-00383-3","DOIUrl":"10.1007/s13143-024-00383-3","url":null,"abstract":"<div><p>Variations in the wind speed intensity significantly impact evapotranspiration, water cycle processes, air quality and wind utilization. Previous studies have focused primarily on changes in mean wind speed, with little research on variations in different wind speed intensities. In this paper, we defined five wind speed indices to quantify the changes in different wind speed intensities and analyzed their associations with atmospheric circulation based on daily wind speed data collected from 601 meteorological stations across China from 1960 to 2018. The wind speed indices we defined include the annual mean wind speed, the annual maximum daily mean wind speed, the number of heavy wind days, the number of gentle breeze days and the number of light breeze days. The results showed that from 1960 to 2018, the annual mean wind speed, the annual maximum daily mean wind speed, the number of heavy wind days and the number of gentle breeze days exhibited significant decreasing trends (<i>P</i> &lt; 0.05). The number of light breeze days exhibited a significant increasing trend (P &lt; 0.001) in China during the same period. Large-scale atmospheric circulation patterns were one of the main factors affecting the changes in wind speed intensity. The Arctic Oscillation (AO) and the West Pacific Subtropical High Intensity Index (WPSHI) were significantly negatively correlated with the annual mean wind speed, the annual maximum daily mean wind speed, the number of heavy wind days and the number of gentle breeze days (<i>P</i> &lt; 0.01), and the Asian Polar Vortex Intensity Index (APVI) was extremely significantly positively correlated with these four wind speed indices (P &lt; 0.001). This suggests that monitoring and analyzing these atmospheric circulation indices can enable more accurate predictions of wind speed. These findings will provide information for climate change forecast, air pollution risk assessments and wind energy utilization.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"60 5","pages":"773 - 784"},"PeriodicalIF":2.2,"publicationDate":"2024-10-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142645576","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
Impact of Cloud Vertical Overlap on Cloud Radiative Effect in the Korean Integrated Model (KIM) Seasonal Simulations during Boreal Summer and Winter 韩国综合模式 (KIM) 北半球夏季和冬季季节模拟中云垂直重叠对云辐射效应的影响
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2024-09-18 DOI: 10.1007/s13143-024-00382-4
So-Young Kim
{"title":"Impact of Cloud Vertical Overlap on Cloud Radiative Effect in the Korean Integrated Model (KIM) Seasonal Simulations during Boreal Summer and Winter","authors":"So-Young Kim","doi":"10.1007/s13143-024-00382-4","DOIUrl":"10.1007/s13143-024-00382-4","url":null,"abstract":"<div><p>Exponential-random vertical overlap of clouds is applied for radiative processes in a research version of the Korean Integrated Model (KIM) to replace the maximum-random vertical overlap of clouds. The cloud radiative effect (CRE) increases overall when the exponential-random overlap is used. This is because vertically continuous clouds, which are assumed to overlap maximally under the maximum-random overlap assumption, can be relaxed to random overlap depending on the vertical distance between cloud layers and the specified decorrelation length of clouds. CRE is more enhanced by considering the latitudinal dependency of cloud decorrelation length based on previous observational studies. This alleviates biases in CRE, which is underestimated overall, except in the low latitudes where the CRE is overestimated in the present simulations. The interaction between radiative and convective processes plays a role in decreasing CRE over the tropical western Pacific region, where strong convections develop, although the direct impact of applying the exponential-random overlap is to decrease the vertical overlap between ice clouds. The simulation of temperature in the lower troposphere is improved owing to the changes in cloud overlap. The warm bias over the Eurasian continent, in particular, is alleviated as more shortwave fluxes are reflected due to increased CRE.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"60 5","pages":"759 - 772"},"PeriodicalIF":2.2,"publicationDate":"2024-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s13143-024-00382-4.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142248255","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
The Sensitivity of Extreme Rainfall Simulations to WRF Parameters During Two Intense Southwest Monsoon Events in the Philippines 菲律宾两次强烈西南季风事件期间极端降雨模拟对 WRF 参数的敏感性
IF 2.2 4区 地球科学
Asia-Pacific Journal of Atmospheric Sciences Pub Date : 2024-09-06 DOI: 10.1007/s13143-024-00380-6
Kevin C. Henson, Lyndon Mark P. Olaguera, Faye Abigail T. Cruz, Jose Ramon T. Villarin
{"title":"The Sensitivity of Extreme Rainfall Simulations to WRF Parameters During Two Intense Southwest Monsoon Events in the Philippines","authors":"Kevin C. Henson,&nbsp;Lyndon Mark P. Olaguera,&nbsp;Faye Abigail T. Cruz,&nbsp;Jose Ramon T. Villarin","doi":"10.1007/s13143-024-00380-6","DOIUrl":"10.1007/s13143-024-00380-6","url":null,"abstract":"<div><p>The Weather Research and Forecasting (WRF) model has numerous model parameters that significantly affect rainfall forecasts. However, the multitude of parameters makes it challenging to identify which of these are critical for rainfall forecasting and optimization. This study utilizes the Morris One-At-a-Time (MOAT) Global Sensitivity Analysis (GSA) to ascertain the sensitivity of the simulated rainfall and other key atmospheric variables to 23 tunable model parameters across seven physics schemes in the WRF model. The MOAT mean and standard deviation were used as sensitivity measures and calculated for two Tropical Cyclone (TC)-enhanced southwest monsoon events in August 2012 and 2013 that resulted in catastrophic flooding over Metro Manila, Philippines. Results show that of the 23 model parameters, the ones more critically important to simulating rainfall are parameters that are related to cumulus schemes such as the multiplier for downdraft mass flux rate (P3), multiplier for entrainment mass flux rate (P4), starting height of downdraft over updraft source layer (P4), and mean consumption time of convective available potential energy (P6). To investigate the optimum parameter for the simulation of rainfall for each of the two events, the root mean square error (RMSE) is computed between the simulated rainfall over Metro Manila and observed data from the Global Satellite Mapping of Precipitation (GSMaP). The best performing set of parameters was able to reduce the RMSE of rainfall over Metro Manila by about 42% and 27% for the 2012 and 2013 enhanced monsoon events, respectively, relative to the default runs. For the first time, this study provides insight into which model parameters in the WRF model are critically important to the simulation of enhanced monsoon events. The results of this study may serve as a basis for future optimization studies of extreme weather events over the Philippines.</p></div>","PeriodicalId":8556,"journal":{"name":"Asia-Pacific Journal of Atmospheric Sciences","volume":"60 5","pages":"741 - 757"},"PeriodicalIF":2.2,"publicationDate":"2024-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142222949","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
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