

浏览全部资源
扫码关注微信
国防科技大学电子科学学院,湖南长沙 410073
Received:26 July 2023,
Revised:2024-01-16,
Published:25 April 2024
移动端阅览
沈淳,李健兵,高航,等.低空复杂风场全天候雷达精细探测技术[J].电子学报,2024,52(04):1189-1204.
SHEN Chun, LI Jian-bing, GAO Hang, et al.Precision Detection of Low-Level Complex Wind Field by Radar Under All-Weather Conditions[J].Acta Electronica Sinica, 2024, 52(04): 1189-1204.
沈淳,李健兵,高航,等.低空复杂风场全天候雷达精细探测技术[J].电子学报,2024,52(04):1189-1204. DOI:10.12263/DZXB.20230699
SHEN Chun, LI Jian-bing, GAO Hang, et al.Precision Detection of Low-Level Complex Wind Field by Radar Under All-Weather Conditions[J].Acta Electronica Sinica, 2024, 52(04): 1189-1204. DOI:10.12263/DZXB.20230699
低空复杂风场通常指距离地面高度600 m以下,局地风速、风向快速变化的风场.其全天候大范围精细探测是雷达科学、气象学等领域的长期难题.低空复杂风场的全天候雷达精细探测涉及传感器设计、三维风场反演和全天候融合等关键技术.本文从激光雷达探测、微波雷达探测、全天候融合及特征危害提取等方面对风场探测的技术内涵及研究现状进行了梳理,并分析了发展趋势,为低空复杂风场全天候精细探测技术发展与应用提供参考.
Low-level complex wind field usually refers to the wind field below 600 m
with rapidly fluctuating speed and direction. The fine-resolution and large-scale detection under all-weather conditions is a long-term challenge in radar science
meteorology
etc.
involving key technologies such as sensor design
three-dimensional wind field retrieval and information fusion. This paper reviews the technical connotation and research status of wind field detection from the aspects of light detection and ranging (LiDAR) detection
microwave radar detection
all-weather data fusion and hazard feature extraction
and finally analyzes its development trend. We believe this work provides reference for the development and application of all-weather precision detection technology in low-level complex wind field.
OUDE NIJHUIS A C P , THOBOIS L P , BARBARESCO F , et al . Wind hazard and turbulence monitoring at airports with lidar, radar, and mode-S downlinks: The UFO project [J ] . Bulletin of the American Meteorological Society , 2018 , 99 ( 11 ): 2275 - 2293 .
CROFT J . Taming loss-of-control: Solutions are elusive [J ] . Aviation Week & Space Technology , 2002 , 157 ( 9 ): 50 - 52 .
李唐 . 刀尖上的舞蹈 [J ] . 政工学刊 , 2013 ( 1 ): 81 .
LI T . Dance on the blade tip [J ] . Journal of Political Engineering , 2013 ( 1 ): 81 . (in Chinese)
WILKERSON T D , MARCHANT A B , APEDAILE T J . Wind field characterization from the trajectories of small balloons [J ] . Journal of Atmospheric and Oceanic Technology , 2012 , 29 ( 9 ): 1236 - 1249 .
KESSLER E . Low-level windshear alert systems and Doppler radar in aircraft terminal operations [J ] . Journal of Aircraft , 1990 , 27 ( 5 ): 423 - 428 .
王晓蕾 , 郭俊 , 陈晓颖 , 等 . 两种测风仪的动态比对试验及分析 [J ] . 解放军理工大学学报(自然科学版) , 2014 , 15 ( 3 ): 283 - 289 .
WANG X L , GUO J , CHEN X Y , et al . Introduction and analysis of dynamic comparison test between two wind sensors [J ] . Journal of PLA University of Science and Technology (Natural Science Edition) , 2014 , 15 ( 3 ): 283 - 289 . (in Chinese)
TSE S M , HAGIO M , MAEDA Y . Windshear detection by terminal Doppler weather radar during tropical cyclone Mujigae in 2015 [J ] . Meteorological Applications , 2019 , 26 ( 4 ): 620 - 631 .
SHUN C M , LAU S Y , LEE O S M . Terminal Doppler weather radar observation of atmospheric flow over complex terrain during tropical cyclone passages [J ] . Journal of Applied Meteorology , 2003 , 42 ( 12 ): 1697 - 1710 .
戈书睿 . 风廓线雷达探测垂直气流和大气边界层高度方法研究 [D ] . 长沙 : 国防科技大学 , 2017 .
GE S R . Study on the Method of Detecting Vertical Airflow and Atmospheric Boundary Layer Height by Wind Profiler Radar [D ] . Changsha : National University of Defense Technology , 2017 . (in Chinese)
BESSON C , DOLFI-BOUTEYRE A , CANAT G , et al . Doppler LIDAR developments for aeronautics [J ] . AerospaceLab Journal , 2016 ( 12 ): 1 - 16 .
XU H , LI J . Performance analysis of dual-frequency lidar in the detection of the complex wind field [J ] . Opt Express , 2021 , 29 ( 15 ): 23524 - 23539 .
HON K , CHAN P . Aircraft wake vortex observations in Hong Kong [J ] . Journal of Radars , 2017 , 6 ( 6 ): 709 - 718 .
STEPHAN A , WILDMANN N , SMALIKHO I N . Effectiveness of the MFAS method for determining the wind velocity vector from windcube 200s lidar measurements [J ] . Atmospheric and Oceanic Optics , 2019 , 32 ( 5 ): 555 - 563 .
GUTIERREZ-ANTUNANO M A , TIANA-ALSINA J , SALCEDO A , et al . Estimation of the motion-induced horizontal-wind-speed standard deviation in an offshore Doppler lidar [J ] . Remote Sensing , 2018 , 10 ( 12 ): 2037 .
LINDENSTEIN J . Mission: Watching the wind [J ] . Mission: Watching the Wind , 2014 , 15 ( 10 ): 17 .
崔桐 , 陈相成 , 戴光耀 , 等 . 高分辨率变焦式连续波测风激光雷达设计与实验 [J ] . 大气与环境光学学报 , 2022 , 17 ( 4 ): 393 - 408 .
CUI T , CHEN X C , DAI G Y , et al . Design and experiment of varifocal CW-wind lidar with high resolution [J ] . Journal of Atmospheric and Environmental Optics , 2022 , 17 ( 4 ): 393 - 408 . (in Chinese)
LIANG C , WANG C , XUE X , et al . Meter-scale and sub-second-resolution coherent Doppler wind lidar and hyperfine wind observation [J ] . Optics Letters , 2022 , 47 ( 13 ): 3179 - 3182 .
冯力天 , 郭弘其 , 陈涌 , 等 . 1.55μm全光纤多普勒测风雷达系统与试验 [J ] . 红外与激光工程 , 2011 , 40 ( 5 ): 844 - 847 .
FENG L T , GUO H Q , CHEN Y , et al . Experiment of all fiber Doppler lidar at 1.55 μm [J ] . Infrared and Laser Engineering , 2011 , 40 ( 5 ): 844 - 847 . (in Chinese)
周杰 , 杨泽后 , 宋帅 , 等 . 应用于区域三维风场测量的船载激光测风雷达 [J ] . 红外与激光工程 , 2020 , 49 ( S2 ): 49 - 55 .
ZHOU J , YANG Z H , SONG S , et al . Ship-borne laser wind radar applied to regional three-dimensional wind field measurement [J ] . Infrared and Laser Engineering , 2020 , 49 ( S2 ): 49 - 55 . (in Chinese)
XU H , SUN D F , WU Y C , et al . Detection range/spatial resolution enhancement of coherent Doppler wind lidar based on improved simplex coding [J ] . IEEE Transactions on Geoscience and Remote Sensing , 2023 , 61 : 3295085 .
CAYA D , ZAWADZKI I . VAD analysis of nonlinear wind fields [J ] . Journal of Atmospheric and Oceanic Technology , 1992 , 9 ( 5 ): 575 - 587 .
陶祖钰 . 从单Doppler速度场反演风矢量场的VAP方法 [J ] . 气象学报 , 1992 , 50 ( 1 ): 81 - 90 .
TAO Z Y . The vap method to retrieve the wind vector field based on single-doppler velocity field [J ] . Acta Meteorologica Sinica , 1992 , 50 ( 1 ): 81 - 90 . (in Chinese)
SMALIKHO I N , BANAKH V A . Measurements of wind turbulence parameters by a conically scanning coherent Doppler lidar in the atmospheric boundary layer [J ] . Atmospheric Measurement Techniques , 2017 , 10 ( 11 ): 4191 - 4208 .
BANAKH V , SMALIKHO I . Lidar estimates of the anisotropy of wind turbulence in a stable atmospheric boundary layer [J ] . Remote Sensing , 2019 , 11 ( 18 ): 2115 .
WILDMANN N , BODINI N , LUNDQUIST J K , et al . Estimation of turbulence dissipation rate from Doppler wind lidars and in situ instrumentation for the Perdigão 2017 campaign [J ] . Atmospheric Measurement Techniques , 2019 , 12 ( 12 ): 6401 - 6423 .
冯长中 , 吴松华 , 刘秉义 . 相干多普勒激光雷达风场反演方法研究与实验印证 [J ] . 中国激光 , 2018 , 45 ( 4 ): 0410001 .
FENG C Z , WU S H , LIU B Y . Research on wind retrieval method of coherent Doppler lidar and experimental verification [J ] . Chinese Journal of Lasers , 2018 , 45 ( 4 ): 0410001 . (in Chinese)
WALDTEUFEL P , CORBIN H . On the analysis of single-doppler radar data [J ] . Journal of Applied Meteorology , 1979 , 18 ( 4 ): 532 - 542 .
HUANG T J , TIAN Y H , LI J , et al . Salient region detection and segmentation for general object recognition and image understanding [J ] . Science China Information Sciences , 2011 , 54 ( 12 ): 2461 - 2470 .
郎需兴 , 魏鸣 , 葛文忠 , 等 . 一种新的单多普勒雷达风场反演方法 [J ] . 气象科学 , 2001 , 21 ( 4 ): 417 - 424 .
LANG X X , WEI M , GE W Z , et al . A new method of retrieving windfield using single Doppler radar [J ] . Scientia Meteorologica Sinica , 2001 , 21 ( 4 ): 417 - 424 . (in Chinese)
马建文 , 秦思娴 , 王皓玉 , 等 . 数据同化算法研发与实验 [M ] . 北京 : 科学出版社 , 2013 .
MA J W , QIN S X , WANG H Y , et al . Research and Experiment of Data Assimilation Algorithm [M ] . Beijing : Science Press , 2013 . (in Chinese)
GAO J D , XUE M , BREWSTER K , et al . A three-dimensional variational data analysis method with recursive filter for Doppler radars [J ] . Journal of Atmospheric and Oceanic Technology , 2004 , 21 ( 3 ): 457 - 469 .
张洪芹 . 非线性最小二乘集合四维变分同化方法的发展与应用 [D ] . 北京 : 中国科学院大学 , 2019 .
ZHANG H Q . Development and Application of Four-dimensional Variational Assimilation Method for Nonlinear Least Squares Sets [D ] . Beijing : University of Chinese Academy of Sciences , 2019 . (in Chinese)
GAO H , ZHOU J , CHAN P W , et al . A hybrid method for fine-scale wind field retrieval based on machine learning and data assimilation [J ] . IEEE Transactions on Geoscience and Remote Sensing , 2022 , 60 : 3155662 .
高航 , 周洁 , 胡健 , 等 . 基于激光雷达探测的三维风场变分反演算法 [J ] . 光学学报 , 2021 , 41 ( 20 ): 2028002 .
GAO H , ZHOU J , HU J , et al . Variational retrieval algorithm for three-dimensional wind field based on lidar detection [J ] . Acta Optica Sinica , 2021 , 41 ( 20 ): 2028002 . (in Chinese)
SELIGA T A , BRINGI V N . Potential use of radar differential reflectivity measurements at orthogonal polarizations for measuring precipitation [J ] . Journal of Applied Meteorology , 1976 , 15 ( 1 ): 69 - 76 .
DOVIAK R J , BRINGI V , RYZHKOV A , et al . Considerations for polarimetric upgrades to operational WSR-88D radars [J ] . Journal of Atmospheric and Oceanic Technology , 2000 , 17 ( 3 ): 257 .
ZRNIC D S , RYZHKOV A V . Polarimetry for weather surveillance radars [J ] . Bulletin of the American Meteorological Society , 1999 , 80 ( 3 ): 389 - 406 .
RYZHKOV A V , SCHUUR T J , BURGESS D W , et al . The joint polarization experiment: Polarimetric rainfall measurements and hydrometeor classification [J ] . Bulletin of the American Meteorological Society , 2005 , 86 ( 6 ): 809 - 824 .
刘黎平 , 胡志群 , 吴翀 . 双线偏振雷达和相控阵天气雷达技术的发展和应用 [J ] . 气象科技进展 , 2016 , 6 ( 3 ): 28 - 33 .
LIU L P , HU Z Q , WU C . Development and application of dual linear polarization radar and phased-array radar [J ] . Advances in Meteorological Science and Technology , 2016 , 6 ( 3 ): 28 - 33 . (in Chinese)
梁海河 , 徐宝祥 , 刘黎平 , 等 . CINRAD/SA雷达天线的辐射特性分析及其支持双线偏振升级的可行性研究 [J ] . 气象学报 , 2006 , 64 ( 6 ): 699 - 708, 819 .
LIANG H H , XU B X , LIU L P , et al . Cinrad/sa radiation pattern and feasibility for dual polarization upgrades [J ] . Acta Meteorologica Sinica , 2006 , 64 ( 6 ): 699 - 708, 819 . (in Chinese)
刘黎平 , 葛润生 . 中国气象科学研究院雷达气象研究50年 [J ] . 应用气象学报 , 2006 , 17 ( 6 ): 682 - 689 .
LIU L P , GE R S . An overview on radar meteorology research in Chinese academy of meteorological sciences for a half century [J ] . Journal of Applied Meteorological Science , 2006 , 17 ( 6 ): 682 - 689 . (in Chinese)
梁海河 , 徐宝祥 , 刘黎平 , 等 . 双偏振天气雷达同时收发模式的一种改进方法 [J ] . 大气科学 , 2006 , 30 ( 4 ): 635 - 644 .
LIANG H H , XU B X , LIU L P , et al . An improved method on the simultaneous transmission scheme of dual polarimetric weather radar [J ] . Chinese Journal of Atmospheric Sciences , 2006 , 30 ( 4 ): 635 - 644 . (in Chinese)
YIN J P , HOOGEBOOM P , UNAL C , et al . UAV-aided weather radar calibration [J ] . IEEE Transactions on Geoscience and Remote Sensing , 2019 , 57 ( 12 ): 10362 - 10375 .
YIN J P , UNAL C , SCHLEISS M , et al . Radar target and moving clutter separation based on the low-rank matrix optimization [J ] . IEEE Transactions on Geoscience and Remote Sensing , 2018 , 56 ( 8 ): 4765 - 4780 .
YIN J P , CHEN H N , LI Y Z , et al . Clutter mitigation based on spectral depolarization ratio for dual-polarization weather radars [J ] . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2021 , 14 : 6131 - 6145 .
PALMER R , BODINE D , KOLLIAS P , et al . A primer on phased array radar technology for the atmospheric sciences [J ] . Bulletin of the American Meteorological Society , 2022 , 103 ( 10 ): E2391 - E2416 .
KOLLIAS P , PALMER R , BODINE D , et al . Science applications of phased array radars [J ] . Bulletin of the American Meteorological Society , 2022 , 103 ( 10 ): E2370 - E2390 .
ULBRICH C W . Natural variations in the analytical form of the raindrop size distribution [J ] . Journal of Applied Meteorology , 1983 , 22 ( 10 ): 1764 - 1775 .
WILLIS P T . Functional fits to some observed drop size distributions and parameterization of rain [J ] . Journal of the Atmospheric Sciences , 1984 , 41 ( 9 ): 1648 - 1661 .
ATLAS D , SRIVASTAVA R C , SEKHON R S . Doppler radar characteristics of precipitation at vertical incidence [J ] . Reviews of Geophysics and Space Physics , 1973 , 11 : 1 .
彭红 , 葛润生 . 单部多普勒天气雷达对降水中垂直流场结构的探测研究 [J ] . 应用气象学报 , 1995 , 6 ( 4 ): 422 - 428 .
PENG H , GE R S . Study on detection of vertical flow field structure in precipitation by single Doppler weather radar [J ] . Journal of Applied Meteorological Science , 1995 , 6 ( 4 ): 422 - 428 . (in Chinese)
马建立 , 阮征 , 黄钰 . 风廓线雷达估测降水云中大气垂直速度的一种方法 [J ] . 高原气象 , 2015 , 34 ( 3 ): 825 - 831 .
MA J L , RUAN Z , HUANG Y . Method of WPR getting air vertical velocity in precipitation cloud [J ] . Plateau Meteorology , 2015 , 34 ( 3 ): 825 - 831 . (in Chinese)
PENG Y L , LI J B , YIN J P , et al . Retrieval of the characteristic size of raindrops for wind sensing based on dual-polarization radar [J ] . IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing , 2021 , 14 : 9974 - 9986 .
BRINGI V N , CHANDRASEKAR V . Polarimetric Doppler Weather Radar [M ] . Cambridge : Cambridge University Press , 2001 .
RYZHKOV A , MATROSOV S Y , MELNIKOV V , et al . Estimation of depolarization ratio using weather radars with simultaneous transmission/reception [J ] . Journal of Applied Meteorology and Climatology , 2017 , 56 ( 7 ): 1797 - 1816 .
张东翔 . 多源卫星海面风场产品检验及融合研究 [D ] . 长沙 : 国防科技大学 , 2018 .
ZHANG D X . Research on Product Inspection and Fusion of Multi-source Satellite Sea Surface Wind Field [D ] . Changsha : National University of Defense Technology , 2018 . (in Chinese)
KALNAY E . Atmospheric Modeling, Data Assimilation, and Predictability [M ] . New York : Cambridge University Press , 2003 .
EVENSEN G . Data Assimilation: The Ensemble Kalman filter [M ] . 2nd ed . Berlin : Springer , 2009 .
乔方利 . 现代海洋/大气资料同化方法的统一性及其应用进展 [J ] . 海洋科学进展 , 2002 , 20 ( 4 ): 79 - 93 .
QIAO F L . The unification and application reviews of modern oceanic/atmospheric data assimilation algorithms [J ] . Advances in Marine Science , 2002 , 20 ( 4 ): 79 - 93 . (in Chinese)
邹晓蕾 . 资料同化理论和应用:上册 [M ] . 北京 : 气象出版社 , 2009 .
ZOU X L . Theory and Application of Data Assimilation:Volume I [M ] . Beijing : China Meteorological Press , 2009 . (in Chinese)
KAKO S , ISOBE A , KUBOTA M . High-resolution ASCAT wind vector data set gridded by applying an optimum interpolation method to the global ocean [J ] . Journal of Geophysical Research (Atmospheres) , 2011 , 116 ( D23 ): D23107 .
许遐祯 , 高健 , 张康宇 , 等 . 基于多源数据的中国近海风场融合方法研究 [J ] . 杭州师范大学学报(自然科学版) , 2016 , 15 ( 3 ): 325 - 330 .
XU X Z , GAO J , ZHANG K Y , et al . Fusion method of China's offshore wind field based on multi-source data [J ] . Journal of Hangzhou Normal University (Natural Science Edition) , 2016 , 15 ( 3 ): 325 - 330 . (in Chinese)
杨璐 , 陈敏 , 陈明轩 , 等 . 高时空分辨率三维风场在强对流天气临近预报中的融合应用研究 [J ] . 气象学报 , 2019 , 77 ( 2 ): 243 - 255 .
YANG L , CHEN M , CHEN M X , et al . Fusion of 3D high temporal and spatial resolution wind field and its application in nowcasting of severe convective weather [J ] . Acta Meteorologica Sinica , 2019 , 77 ( 2 ): 243 - 255 . (in Chinese)
VACCARO A , MERCOGLIANO P , SCHIANO P , et al . An adaptive framework based on multi-model data fusion for one-day-ahead wind power forecasting [J ] . Electric Power Systems Research , 2011 , 81 ( 3 ): 775 - 782 .
周洁 . 基于激光雷达探测的风场特征反演技术研究 [D ] . 长沙 : 国防科技大学 , 2021 .
ZHOU J . Retrieval of Wind Field Characteristics Based on Lidar Measurement [D ] . Changsha : National University of Defense Technology , 2021 . (in Chinese)
彭芸莉 . 基于极化雷达探测的风场反演技术研究 [D ] . 长沙 : 国防科技大学 , 2021 .
PENG Y L . Wind Field Retrieval Based on Dual-polarimetric Radar Detection [D ] . Changsha : National University of Defense Technology , 2021 . (in Chinese)
GAO H , ZHOU J , SHEN C , et al . High-order Taylor expansion for wind field retrieval based on ground-based scanning lidar [J ] . IEEE Transactions on Geoscience and Remote Sensing , 2022 , 60 : 3170990 .
沈淳 , 李健兵 , 高航 , 等 . 基于数据同化的飞机尾流行为预测 [J ] . 雷达学报 , 2021 , 10 ( 4 ): 632 - 645 .
SHEN C , LI J B , GAO H , et al . Aircraft wake vortex behavior prediction based on data assimilation [J ] . Journal of Radars , 2021 , 10 ( 4 ): 632 - 645 . (in Chinese)
SHEN C , LI J , GAO H . Two parameter-retrieval algorithms of aircraft wake vortex with Doppler lidar in clear air [C ] // 29th International Laser Radar Conference (ILRC29) . Hefei : Curran Associates, Inc. , 2019 : 08024 .
沈淳 , 高航 , 王雪松 , 等 . 基于激光雷达探测的飞机尾流特征参数反演系统 [J ] . 雷达学报 , 2020 , 9 ( 6 ): 1032 - 1044 .
SHEN C , GAO H , WANG X S , et al . Aircraft wake vortex parameter-retrieval system based on lidar [J ] . Journal of Radars , 2020 , 9 ( 6 ): 1032 - 1044 . (in Chinese)
HOLZÄPFEL F , GERZ T , KÖPP F , et al . Strategies for circulation evaluation of aircraft wake vortices measured by lidar [J ] . Journal of Atmospheric and Oceanic Technology , 2003 , 20 ( 8 ): 1183 .
RAHM S , SMALIKHO I , KÖPP F . Characterization of aircraft wake vortices by airborne coherent Doppler lidar [J ] . Journal of Aircraft , 2007 , 44 ( 3 ): 799 - 805 .
RAHM S , SMALIKHO I . Aircraft wake vortex measurement with airborne coherent Doppler lidar [J ] . Journal of Aircraft , 2008 , 45 ( 4 ): 1148 - 1155 .
WASSAF H , BURNHAM D , WANG F . Wake vortex tangential velocity adaptive spectral (TVAS) algorithm for pulsed lidar systems [C ] // 16th Coherent Laser Radar Conference 2011 . Huntsville : Universities Space Research Association , 2011 : 206 - 217 .
FREHLICH R , SHARMAN R . Maximum likelihood estimates of vortex parameters from simulated coherent Doppler lidar data [J ] . Journal of Atmospheric and Oceanic Technology , 2005 , 22 ( 2 ): 117 - 130 .
JACOB D , LAI D , DELISI D , et al . Assessment of lockheed Martin's aircraft wake vortex circulation estimation algorithms using simulated lidar data [C ] // Proceedings of the 3rd AIAA Atmospheric Space Environments Conference . Reston : AIAA , 2011 : 2011 - 3196 .
HALLERMEYER A , DOLFI-BOUTEYRE A , VALLA M , et al . Development and assessment of a wake vortex characterization algorithm based on a hybrid lidar signal processing [C ] // Proceedings of the 8th AIAA Atmospheric and Space Environments Conference . Reston : AIAA , 2016 : 2016 - 3272 .
YOSHIKAWA E , MATAYOSHI N . Aircraft wake vortex retrieval method on lidar lateral range-height indicator observation [J ] . AIAA Journal , 2017 , 55 ( 7 ): 2269 - 2278 .
SMALIKHO I N , BANAKH V A , HOLZÄPFEL F , et al . Method of radial velocities for the estimation of aircraft wake vortex parameters from data measured by coherent Doppler lidar [J ] . Opt Express , 2015 , 23 ( 19 ): A1194 - A1207 .
SHEN C , LI J B , ZHANG F L , et al . Two-step locating method for aircraft wake vortices based on Gabor filter and velocity range distribution [J ] . IET Radar , Sonar & Navigation, 2020 , 14 ( 12 ): 1958 - 1967 .
LI J , SHEN C , GAO H , et al . Path integration (PI) method for the parameter-retrieval of aircraft wake vortex by Lidar [J ] . Optics Express , 2020 , 28 ( 3 ): 4286 - 4306 .
JOPPA R G . Wind Shear Detection Using Measurement of Aircraft Total Energy Change [R ] . Washington : National Aeronautics and Space Administration (NASA) , 1976 .
BOWLES R L . Windshear detection and avoidance: Airborne systems survey [C ] // 29th IEEE Conference on Decision and Control . Piscataway : IEEE , 1990 : 712 - 714 .
周洲 . 飞机在风切变场中的危险性评估及预警时间的确定 [J ] . 南京航空航天大学学报 , 1994 , 26 ( 4 ): 458 - 463 .
ZHOU Z . A Determination of hazard and alert time for an aircraft flying in wind-shear field [J ] . Transactions of Nanjing University of Aeronautics & Astronautics , 1994 , 26 ( 4 ): 458 - 463 . (in Chinese)
武虎子 , 耿建中 , 罗振谊 , 等 . 大型飞机在风切变环境中飞行安全尺度分析 [J ] . 飞行力学 , 2013 , 31 ( 4 ): 305 - 307, 312 .
WU H Z , GENG J Z , LUO Z Y , et al . Analysis of flight safety scale in windshear for large aircraft [J ] . Flight Dynamics , 2013 , 31 ( 4 ): 305 - 307, 312 . (in Chinese)
CHAN P W . Application of LIDAR-based F-factor in windshear alerting [J ] . Meteorologische Zeitschrift , 2012 , 21 ( 2 ): 193 - 204 .
蒋立辉 , 闫妍 , 熊兴隆 , 等 . 基于斜坡检测的多普勒激光雷达低空风切变预警算法 [J ] . 红外与激光工程 , 2016 , 45 ( 1 ): 0106001 .
JIANG L H , YAN Y , XIONG X L , et al . Doppler lidar alerting algorithm of low-level wind shear based on ramps detection [J ] . Infrared and Laser Engineering , 2016 , 45 ( 1 ): 0106001 . (in Chinese)
范琪 , 郑佳锋 , 周鼎富 , 等 . 基于激光测风雷达的机场低空风切变识别算法 [J ] . 红外与毫米波学报 , 2020 , 39 ( 4 ): 462 - 472 .
FAN Q , ZHENG J F , ZHOU D F , et al . Research on airport low-level wind shear identification algorithm based on laser wind radar [J ] . Journal of Infrared and Millimeter Waves , 2020 , 39 ( 4 ): 462 - 472 . (in Chinese)
张千千 , 沈淳 , 高航 , 等 . 基于激光雷达的斜坡改进风切变预警算法 [J ] . 激光与红外 , 2023 , 53 ( 8 ): 1186 - 1195 .
ZHANG Q Q , SHEN C , GAO H , et al . Ramp-improved algorithm in low-level wind shear alerting based on lidar [J ] . Laser & Infrared , 2023 , 53 ( 8 ): 1186 - 1195 . (in Chinese)
0
Views
40
下载量
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621