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Assimilation of GMS-5 satellite winds using nudging method with MM5 被引量:1
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作者 高山红 吴增茂 杨波 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2006年第3期215-224,共10页
With the aid of Meteorological Information Composite and Processing System (MICAPS), satellite wind vectors derived from the Geostationary Meteorological Statellite-5 (GMS-5) and retrieved by National Satellite Meteor... With the aid of Meteorological Information Composite and Processing System (MICAPS), satellite wind vectors derived from the Geostationary Meteorological Statellite-5 (GMS-5) and retrieved by National Satellite Meteorology Center of China (NSMC) can be obtained. Based on the nudging method built in the fifth-generation Mesoscale Model (MM5) of Pennsylvania State University and Na- tional Center for Atmospheric Research, a data preprocessor is developed to convert these satellite wind vectors to those with specified format required in MM5. To examine the data preprocessor and evaluate the impact of satellite winds from GMS-5 on MM5 simulations, a series of numerical experimental fore- casts consisting of four typhoon cases in 2002 are designed and implemented. The results show that the preprocessor can process satellite winds smoothly and MM5 model runs successfully with a little extra computational load during ingesting these winds, and that assimilation of satellite winds by MM5 nudging method can obviously improve typhoon track forecast but contributes a little to typhoon intensity forecast. The impact of the satellite winds depends heavily upon whether the typhoon bogussing scheme in MM5 was turned on or not. The data preprocessor developed in this paper not only can treat GMS-5 satellite winds but also has capability with little modification to process derived winds from other geostationary satellites. 展开更多
关键词 satellite winds ASSIMILATION nudging method MM5
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Satellite Communications with 5G, B5G, and 6G: Challenges and Prospects 被引量:1
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作者 Mehmet Beyaz 《International Journal of Communications, Network and System Sciences》 2024年第3期31-49,共19页
Satellite communications, pivotal for global connectivity, are increasingly converging with cutting-edge mobile networks, notably 5G, B5G, and 6G. This amalgamation heralds the promise of universal, high-velocity comm... Satellite communications, pivotal for global connectivity, are increasingly converging with cutting-edge mobile networks, notably 5G, B5G, and 6G. This amalgamation heralds the promise of universal, high-velocity communication, yet it is not without its challenges. Paramount concerns encompass spectrum allocation, the harmonization of network architectures, and inherent latency issues in satellite transmissions. Potential mitigations, such as dynamic spectrum sharing and the deployment of edge computing, are explored as viable solutions. Looking ahead, the advent of quantum communications within satellite frameworks and the integration of AI spotlight promising research trajectories. These advancements aim to foster a seamless and synergistic coexistence between satellite communications and next-gen mobile networks. 展开更多
关键词 satellite Communications Spectrum Allocation Edge Computing AI Integration 5G B5G 6G
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System Integration of Terrestrial Mobile Communication and Satellite Communication——The Trends, Challenges and Key Technologies in B5G and 6G 被引量:83
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作者 Shanzhi Chen Shaohui Sun Shaoli Kang 《China Communications》 SCIE CSCD 2020年第12期156-171,共16页
Mobile communication standards have been developed into a new era of B5G and 6G.In recent years,low earth orbit(LEO)satellites and space Internet have become hot topics.The integrated satellite and terrestrial systems... Mobile communication standards have been developed into a new era of B5G and 6G.In recent years,low earth orbit(LEO)satellites and space Internet have become hot topics.The integrated satellite and terrestrial systems have been widely discussed by industries and academics,and even are expected to be applied in those huge constellations in construction.This paper points out the trends of two stages towards system integration of the terrestrial mobile communication and the satellite communications:to be compatible with 5G,and to be integrated within 6G.Based on analysis of the challenges of both stages,key technologies are thereafter analyzed in detail,covering both air interface currently discussed in 3GPP for B5G and also novel network architecture and related transmission technologies toward future 6G. 展开更多
关键词 satellite communication terrestrial mobile communication system integration B5G 6G space internet
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From Earth to Space:A First Deployment of 5G Core Network on Satellite 被引量:5
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作者 Ruolin Xing Xiao Ma +2 位作者 Ao Zhou Schahram Dustdar Shangguang Wang 《China Communications》 SCIE CSCD 2023年第4期315-325,共11页
Recent developments in the aerospace industry have led to a dramatic reduction in the manufacturing and launch costs of low Earth orbit satellites.The new trend enables the paradigm shift of satelliteterrestrial integ... Recent developments in the aerospace industry have led to a dramatic reduction in the manufacturing and launch costs of low Earth orbit satellites.The new trend enables the paradigm shift of satelliteterrestrial integrated networks with global coverage.In particular,the integration of 5G communication systems and satellites has the potential to restructure nextgeneration mobile networks.By leveraging the network function virtualization and network slicing,the satellite 5G core networks will facilitate the coordination and management of network functions in satellite-terrestrial integrated networks.We are the first to deploy a 5G core network on a real-world satellite to investigate its feasibility.We conducted experiments to validate the satellite 5G core network functions.The validated procedures include registration and session setup procedures.The results show that the satellite 5G core network can function normally and generate correct signaling. 展开更多
关键词 5G core network satellite communications satellite Internet
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Study on Security of 5G and Satellite Converged Communication Network 被引量:6
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作者 YAN Xincheng TENG Huiyun +2 位作者 PING Li JIANG Zhihong ZHOU Na 《ZTE Communications》 2021年第4期79-89,共11页
The 5G and satellite converged communication network(5G SCCN)is an impor⁃tant component of the integration of satellite-terrestrial networks,the national science,and technology major projects towards 2030.Security is ... The 5G and satellite converged communication network(5G SCCN)is an impor⁃tant component of the integration of satellite-terrestrial networks,the national science,and technology major projects towards 2030.Security is the key to ensuring its operation,but at present,the research in this area has just started in our country.Based on the network char⁃acteristics and security risks,we propose the security architecture of the 5G SCCN and sys⁃tematically sort out the key protection technologies and improvement directions.In particu⁃lar,unique thinking on the security of lightweight data communication and design reference for the 5G SCCN network architecture is presented.It is expected to provide a piece of refer⁃ence for the follow-up 5G SCCN security technology research,standard evolution,and indus⁃trialization. 展开更多
关键词 5G SCCN non-terrestrial networks 5G security satellite security integration of satellite-terrestrial networks
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Satellite E2E Network Slicing Based on 5G Technology 被引量:1
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作者 ZHANG Jing WEI Xiao +1 位作者 CHENG Junfeng FENG Xu 《ZTE Communications》 2020年第4期26-33,共8页
We investigate the design of satellite network slicing for the first time to provide customized services for the diversified applications,and propose a novel scheme for satellite end-to-end(E2E) network slicing based ... We investigate the design of satellite network slicing for the first time to provide customized services for the diversified applications,and propose a novel scheme for satellite end-to-end(E2E) network slicing based on 5G technology,which provides a view of common satellite network slicing and supports flexible network deployment between the satellite and the ground.Specifically,considering the limited satellite network resource and the characteristics of the satellite channel,we propose a novel satellite E2E network slicing architecture.Therein,the deployment of the network functions between the satellite and the ground is coordinately considered.Subsequently,the classification and the isolation technologies of satellite network sub-slices are proposed adaptively based on 5G technology to support resource allocation on demand.Then,we develop the management technologies for the satellite E2E network slicing including slicing key performance indicator(KPI) design,slicing deployment,and slicing management.Finally,the analysis of the challenges and future work shows the potential research in the future. 展开更多
关键词 satellite communications E2E network slicing diversified applications 5G technology
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Challenges,Opportunities,and Future Research in the Integration of 5G/6G Networks,LEO Satellites,and IoT for Environmental Protection and Sustainable Development at ECSTAR
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作者 Settapong Malisuwan 《Journal of Environmental Science and Engineering(B)》 2023年第3期146-159,共14页
The rapid proliferation of connected IoT(Internet of Things)devices,along with the increasing demand for 5G mobile networks and ubiquitous high-speed connectivity,poses significant challenges in the telecommunications... The rapid proliferation of connected IoT(Internet of Things)devices,along with the increasing demand for 5G mobile networks and ubiquitous high-speed connectivity,poses significant challenges in the telecommunications sector.To address these challenges,a comprehensive understanding of the integration of 5G/6G networks and LEO(Low Earth Orbit)satellite networks is required,forming the concept of“integrated networks”.Integration offers valuable advantages,including service continuity,wide-area coverage,and support for critical communications and emerging applications.This paper provides a high-level overview of the convergence of 5G/6G,LEO satellites,and IoT devices,shedding light on the technological challenges and standardization issues associated with the transition from 5G to 6G networks using NTNs(Non-Terrestrial Networks)based on LEO satellites.Furthermore,this research delves into the emerging social issues,potential possibilities,and the paradigm shift from the IoT to the IoI(Internet of Intelligence),which is poised to revolutionize the landscape of 6G wireless networks.By highlighting the interconnectedness of 5G/6G networks,LEO satellite systems,and IoT devices,it underscores the importance of leveraging these converging technologies to address environmental protection and achieve the United Nations SDGs(Sustainable Development Goals).In addition to providing valuable insights for readers seeking to comprehend the convergence of 5G/6G networks,LEO satellite systems,and IoT devices,this paper represents the outcomes of a comprehensive analysis conducted at the ECSTAR(Excellence Center of Space Technology and Research).Through an examination of technological challenges and advancements,it identifies future research directions and potential avenues for exploration at ECSTAR,thereby contributing to a broader understanding of integrated networks and their profound impact on future telecommunications systems.This research serves as a significant resource for advancing the knowledge and discourse surrounding the linkages between the convergence of these technologies,environmental protection,and the pursuit of the SDGs. 展开更多
关键词 6G beyond 5G IOT LEO satellite SDGs environmental protection
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MISSION OBJECTIVES OF SJ-5 SATELLITE COMPLETELY ACHIEVED
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作者 Gui Wenzhuang(Bureau of Hi-tech Research & Development, CAS) 《Bulletin of the Chinese Academy of Sciences》 2000年第1期33-34,共2页
The SJ-5 (Shijian-5) spacecraft is the first China-made satellite for scientific research with theCAS as the user. Blasting off from the TaiyuanSatellite Launch Center on May 10, l999, the SJ-5completed its main exper... The SJ-5 (Shijian-5) spacecraft is the first China-made satellite for scientific research with theCAS as the user. Blasting off from the TaiyuanSatellite Launch Center on May 10, l999, the SJ-5completed its main experimental tasks on scheduleafter a 90-day-long earth-orbit flight. The normaloperation of the satellite’s platform provided aguarantee for the smooth fulfillment of its mission.All payloads aboard the satellite were independent- 展开更多
关键词 MISSION OBJECTIVES OF SJ-5 satellite COMPLETELY ACHIEVED
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GMS-5红外资料反演大气可降水量 被引量:11
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作者 李万彪 刘盈辉 +1 位作者 朱元竞 赵柏林 《北京大学学报(自然科学版)》 CAS CSCD 北大核心 1998年第5期631-638,共8页
建立了用GMS-5红外亮温资料反演大气可降水量的分裂窗统计法。初步试验结果表明,分裂窗统计法反演的RMS误差为0.37gcm-2。优于用GOES的分裂窗资料反演可降水量的精度,达到或超过用AVHRR分裂窗资料反演可降... 建立了用GMS-5红外亮温资料反演大气可降水量的分裂窗统计法。初步试验结果表明,分裂窗统计法反演的RMS误差为0.37gcm-2。优于用GOES的分裂窗资料反演可降水量的精度,达到或超过用AVHRR分裂窗资料反演可降水量的精度。对月平均水汽分布的比较显示,反演可降水量分布与实际探空资料获得的分布是一致的。 展开更多
关键词 gms-5 可降水量 红外亮温 分裂窗统计法 大气
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用GMS-5气象卫星资料遥感监测白天雾的研究 被引量:40
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作者 李亚春 孙涵 +2 位作者 李湘阁 唐勇 徐萌 《南京气象学院学报》 CSCD 北大核心 2001年第3期343-349,共7页
用日本 GMS- 5静止气象卫星的可见光通道和长波红外通道的资料 ,采用多通道合成和图像增强技术生成云雾彩色图像 ,分析了云雾的纹理特征、运动规律和消散规律 ,探讨了白天雾和低层云的遥感监测和识别方法 。
关键词 gms-5气象卫星 遥感监测 可见光通道 消散规律 纹理特征
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利用GMS-5红外资料进行云的分类识别 被引量:14
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作者 周伟 李万彪 《北京大学学报(自然科学版)》 CAS CSCD 北大核心 2003年第1期83-90,共8页
利用GMS 5 3个红外通道 (2个分裂窗区通道和 1个水汽通道 )的亮温资料 ,依据各种云不同的辐射特征对其进行分类 ,由此识别出积雨云 (Cb)、浓积云 (Cg)、卷云 (Ci)、积云 (Cu)、中云(Cm)、密云 (Dense)等 6种主要云类以及雾 (Fog)和晴空... 利用GMS 5 3个红外通道 (2个分裂窗区通道和 1个水汽通道 )的亮温资料 ,依据各种云不同的辐射特征对其进行分类 ,由此识别出积雨云 (Cb)、浓积云 (Cg)、卷云 (Ci)、积云 (Cu)、中云(Cm)、密云 (Dense)等 6种主要云类以及雾 (Fog)和晴空区域。结合安徽寿县地面观测基准站 1998年 6、7月份的地面观测资料 ,对分类结果进行了检验 ,得到了较为令人满意的结果 ,准确率接近70 %。 展开更多
关键词 gms-5 亮温资料 分类识别 气象卫星 卫星云图 红外探测
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用双通道动态阈值对GMS-5图像进行自动云检测 被引量:26
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作者 刘希 许健民 杜秉玉 《应用气象学报》 CSCD 北大核心 2005年第4期434-444,共11页
该文用双通道动态阈值法对GMS-5图像进行自动的云检测。在红外通道和可见光通道,分别对每32×32个像元组成的像元阵进行直方图统计,求出区别云和地物值域的阈值,然后对每个像元阵内的逐个像元进行云判识。讨论了在进行直方图分析以... 该文用双通道动态阈值法对GMS-5图像进行自动的云检测。在红外通道和可见光通道,分别对每32×32个像元组成的像元阵进行直方图统计,求出区别云和地物值域的阈值,然后对每个像元阵内的逐个像元进行云判识。讨论了在进行直方图分析以求取阈值的过程中,像元阵大小的选取和动态平滑间距的选取对云检测结果的影响。分析结果表明:像元阵大小取32×32时,像元阵所占的地域空间尺度足够小,像元阵内的观测像元样本数足够多,保证了在直方图聚类分析时,每一类含有足够多的样本;GMS-5观测图像的红外通道对原始直方图进行二次平滑时小平滑间距取1.6K,可见光通道小平滑间距取1.2%,使得确定动态阈值时步长相对小,保证了分析的精度。用目视图像对分析结果进行真实性检验,在中低纬度地区,可见光和红外两个通道都有资料时,该算法的云判识精度较好。在高纬度地区,由于地表温度低,积雪覆盖多,太阳光照角低,该算法的云判识精度较差。 展开更多
关键词 云检测 直方图 阈值 gms-5 动态阈值 双通道 图像 自动 可见光通道 直方图统计
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GMS-5估计可降水量的研究 被引量:26
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作者 朱元竞 李万彪 陈勇 《应用气象学报》 CSCD 北大核心 1998年第1期8-14,共7页
文章证明了由静止气象卫星GMS-5的分裂窗通道和水汽通道亮温反演可降水量的可行性,探讨了GMS-5红外通道亮温与可降水量的关系,建立了由3个通道亮温反演可降水量的经验公式.用60组大气平均廓线,对公式模拟检验误差为0... 文章证明了由静止气象卫星GMS-5的分裂窗通道和水汽通道亮温反演可降水量的可行性,探讨了GMS-5红外通道亮温与可降水量的关系,建立了由3个通道亮温反演可降水量的经验公式.用60组大气平均廓线,对公式模拟检验误差为0.18g/cm2,而用实际124组探空和对应的GMS-5亮温资料进行检验,误差为0.40g/cm2.用得到的经验公式可反演大范围的晴空可降水量分布. 展开更多
关键词 gms-5 分裂窗通道 水汽通道 可降水量 降水
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用GMS-5对东亚地区对流层高层水汽的研究 被引量:1
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作者 黄毅 毛节泰 王美华 《地球科学进展》 CAS CSCD 2004年第5期754-760,共7页
大气中的水汽是气候变化中至关重要的影响因子,对流层高层的水汽对地气系统的辐射能量平衡尤为重要。卫星观测极大地弥补了常规探空手段对高空低温低湿条件下的水汽探测能力的不足。6.7μm水汽通道是被广泛用于大气水汽反演的卫星通道之... 大气中的水汽是气候变化中至关重要的影响因子,对流层高层的水汽对地气系统的辐射能量平衡尤为重要。卫星观测极大地弥补了常规探空手段对高空低温低湿条件下的水汽探测能力的不足。6.7μm水汽通道是被广泛用于大气水汽反演的卫星通道之一,Soden等(1993)提出一个用该通道亮温反演对流层高层水汽的方法。将这一方法应用于日本GMS 5静止卫星的水汽云图,得到东亚地区中无云区域与水汽云图具有相同时空分辨率的对流层高层水汽分布。反演得到的月平均对流层高层平均相对湿度与NCEP分析资料给出的平均相对湿度具有较好的一致性。根据1996—2002年的GMS 5水汽通道亮温资料得到东亚地区对流层高层水汽的典型时、空分布形式。随卫星观测记录的延续,反演得到的长时间序列的对流层高层相对湿度资料将为水循环的研究和水汽对气候变化响应和反馈的研究提供有力依据。 展开更多
关键词 水汽 gms-5静止卫星 对流层高层 东亚地区
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GMS-5多通道亮温差的高度分布特征 被引量:2
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作者 李浩 余怒涛 廖仿玉 《气象科学》 CSCD 北大核心 2002年第3期329-336,共8页
本文从 GMS- 5红外通道探测原理出发 ,得到多通道亮温差 DT12、DT1W随高度的分布特征。分析结果表明 ,所得的 DT12、DT1W的高度分布特征具有明确的物理意义 ,它们与局地降雨概率及强度还存在一定的相关关系。
关键词 亮温差 分布特征 气象卫星 局地降雨 gms-5红外通道 水汽通道
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用GMS-5气象卫星遥测地面太阳总辐射 被引量:5
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作者 魏合理 徐青山 张天舒 《安徽地质》 2001年第4期303-312,共10页
由GMS-5静止气象卫星测量的可见光通道的行星反照率,根据地球—大气系统的物理模式反演得到了地面的太阳辐射。该模式以平均气候模式和晴天的气溶胶光学厚度计算晴天的大气吸收、分子和气溶胶散射,其它情况下的散射由行星反照率和晴天... 由GMS-5静止气象卫星测量的可见光通道的行星反照率,根据地球—大气系统的物理模式反演得到了地面的太阳辐射。该模式以平均气候模式和晴天的气溶胶光学厚度计算晴天的大气吸收、分子和气溶胶散射,其它情况下的散射由行星反照率和晴天的地表反照率推算而得。模式中考虑了水汽和气溶胶的变化对地表太阳辐射的影响。卫星反演的地表太阳辐射与地面观测结果的相关系数高达95%以上,日平均方差约为10%。从比较的结果来看,卫星反演的每时次地面太阳辐射的精度较已有的结果有所提高。 展开更多
关键词 太阳辐射 gms-5 遥测 比较 6S
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GMS-5水汽云图在暴雨预报中的应用初探
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作者 李建芳 《陕西气象》 1999年第3期6-8,共3页
1水汽云图资料简介水汽观测通道波长6.5~7.0μm,在此通道附近,水汽对该波长辐射的吸收能力特别强。若大气中水汽含量多,则对该波长辐射吸收的多,到达卫星传感器的能量小,水汽图上表现为亮温低、灰度较亮的红色区。反之,... 1水汽云图资料简介水汽观测通道波长6.5~7.0μm,在此通道附近,水汽对该波长辐射的吸收能力特别强。若大气中水汽含量多,则对该波长辐射吸收的多,到达卫星传感器的能量小,水汽图上表现为亮温低、灰度较亮的红色区。反之,则对该波长辐射吸收的少,到达卫星传... 展开更多
关键词 水汽云图 暴雨预报 水汽图 gms-5 副热带高压 暴雨过程 副高边缘 暴雨天气 冷空气 暴雨云团
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基于GMS-5卫星资料的云检测方法研究 被引量:2
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作者 文韬 何明元 +3 位作者 赵增亮 姚志刚 韩志刚 匡帅帅 《红外》 CAS 2016年第2期29-35,共7页
由于云对地球气候变化起着重要作用,对云进行监测是研究全球气候变化的重要环节。目前,各国的气象专家和爱好者们都十分关注对云的监测研究,因此云检测已经成为了当前的热点话题。利用日本的GMS-5气象卫星资料进行了云检测研究。采用红... 由于云对地球气候变化起着重要作用,对云进行监测是研究全球气候变化的重要环节。目前,各国的气象专家和爱好者们都十分关注对云的监测研究,因此云检测已经成为了当前的热点话题。利用日本的GMS-5气象卫星资料进行了云检测研究。采用红外亮温法对云进行粗检测,然后利用相似离度法、空间一致性检测以及可见光反射率进行晴空检测。最终结果表明,通过结合使用这三种方法进行云检测,能够很好地判断是晴空辐射还是含云辐射。 展开更多
关键词 gms-5 云检测方法 可见光
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GMS-5反演湿度场的一维变分质量控制试验 被引量:1
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作者 王华荣 郁凡 桂海林 《气象学报》 CAS CSCD 北大核心 2005年第3期342-350,共9页
应用一维变分方法对GMS5资料反演的相对湿度场进行了变分同化质量控制试验。首先具体分析了1998年6月12~29日的MM5模式12h预报湿度场、卫星反演湿度场和同化分析湿度场的误差统计量(误差平均值、误差自协方差矩阵、均方根误差等)。在... 应用一维变分方法对GMS5资料反演的相对湿度场进行了变分同化质量控制试验。首先具体分析了1998年6月12~29日的MM5模式12h预报湿度场、卫星反演湿度场和同化分析湿度场的误差统计量(误差平均值、误差自协方差矩阵、均方根误差等)。在此基础上,又应用一维变分方法对1998年7月20~30日的资料进行了同化试验,并以1998年7月21日00时(世界时)的结果为例,详细分析比较了3种湿度场。分析结果表明:MM5模式背景湿度场总体上低层偏湿,中上层偏干,各层面上的干湿区域区分明显;但往往湿区过湿,干区又偏干,均方根误差(RMSE)相对较大,各层面多在10以上,最高达到15.6。GMS5卫星反演湿度场总体与探空实测结果更接近,但整体平均看,各个层面基本上略偏湿,特别在中低层,RMSE为6.3~8.9。经过一维变分质量控制的湿度场基本接近卫星反演湿度场,但同化后的湿度场的RMSE在中低层要比卫星反演场的要小,RMSE下降了0.4~0.7,下降比率达到6%~9%;高层与卫星反演结果基本接近。对模式向前12h预报场而言,同化了卫星反演湿度场后,均方根误差值下降了1.4~9.0,下降比率达到17%~59%,同化后的湿度场与实际大气大大接近。 展开更多
关键词 gms-5 控制试验 一维 1998年7月 卫星反演 MM5模式 均方根误差 变分方法 相对湿度场 协方差矩阵 变分同化 资料反演 同化试验 分析比较 分析结果 实测结果 质量控制 接近 下降 平均值 统计量 世界时 低层 预报场 误差值
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A New Algorithm for Sea Fog/Stratus Detection Using GMS-5 IR Data 被引量:22
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作者 Myoung-HwanAHN Eun-HaSOHN Byong-JunHWANG 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2003年第6期899-913,共15页
A new algorithm for the detection of fog/stratus over the ocean from the GMS-5 infrared (IR) channel data is presented. The new algorithm uses a clear-sky radiance composite map (CSCM) to compare the hourly observatio... A new algorithm for the detection of fog/stratus over the ocean from the GMS-5 infrared (IR) channel data is presented. The new algorithm uses a clear-sky radiance composite map (CSCM) to compare the hourly observations of the IR radiance. The feasibility of the simple comparison is justified by the theoretical simulations of the fog effect on the measured radiance using a radiative transfer model. The simulation results show that the presence of fog can be detected provided the visibility is worse than 1 km and the background clear-sky radiances are accurate enough with known uncertainties. For the current study, an accurate CSCM is constructed using a modified spatial and temporal coherence method, which takes advantage of the high temporal resolution of the GMS-5 observations. The new algorithm is applied for the period of 10–12 May 1999, when heavy sea fog formed near the southwest coast of the Korean Peninsula. Comparisons of the fog/stratus index, defined as the difference between the measured and clear-sky brightness temperature, from the new algorithm to the results from other methods, such as the dual channel difference of NOAA/AVHRR and the earth albedo method, show a good agreement. The fog/stratus index also compares favorably with the ground observations of visibility and relative humidity. The general characteristics of the fog/stratus index and visibility are relatively well matched, although the relationship among the absolute values, the fog/stratus index, visibility, and relative humidity, varies with time. This variation is thought to be due to the variation of the atmospheric conditions and the characteristics of fog/stratus, which affect the derived fog/stratus index. 展开更多
关键词 sea fog gms-5
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