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CN103983975B - Method and system for detecting atmospheric vertical movement speed based on two types of radars - Google Patents

Method and system for detecting atmospheric vertical movement speed based on two types of radars Download PDF

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Publication number
CN103983975B
CN103983975B CN201410247812.6A CN201410247812A CN103983975B CN 103983975 B CN103983975 B CN 103983975B CN 201410247812 A CN201410247812 A CN 201410247812A CN 103983975 B CN103983975 B CN 103983975B
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detection
speed
radar
vertical
spectrum
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CN103983975A (en
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吴蕾
马舒庆
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CMA Meteorological Observation Centre
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S13/00Systems using the reflection or reradiation of radio waves, e.g. radar systems; Analogous systems using reflection or reradiation of waves whose nature or wavelength is irrelevant or unspecified
    • G01S13/88Radar or analogous systems specially adapted for specific applications
    • G01S13/95Radar or analogous systems specially adapted for specific applications for meteorological use
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01SRADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
    • G01S7/00Details of systems according to groups G01S13/00, G01S15/00, G01S17/00
    • G01S7/02Details of systems according to groups G01S13/00, G01S15/00, G01S17/00 of systems according to group G01S13/00
    • G01S7/40Means for monitoring or calibrating
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

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  • Engineering & Computer Science (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Remote Sensing (AREA)
  • Physics & Mathematics (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • General Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Radar Systems Or Details Thereof (AREA)

Abstract

The invention discloses a method and a system for detecting an atmospheric vertical movement speed based on two types of radars. The method comprises the following steps: step S1. detecting through a wind profile radar to obtain atmospheric vertical movement speed spectrum data, and detecting through a cloud radar to obtain rainfall particle vertical movement speed spectrum data; step S2. outputting the detected atmospheric vertical movement speed spectrum data and the rainfall particle vertical movement speed spectrum data to a data processor; step S3. locating a zone (Vr-Sigmaw, Vr+Sigmaw) or a zone (Vr-Sigmaw/2, Vr+Sigmaw/2) in an atmospheric vertical movement speed spectrum to be a detection shielding area by the data processor; and S4. detecting and processing a wind profile radar vertical speed spectrum by the data processor outside the detection shielding area to obtain the atmospheric vertical movement speed. By adopting the method and the system, the atmospheric vertical movement speed detected by the wind profile radar under the rainfall conditions is corrected, and thus the accuracy of detecting the atmospheric movement by the wind profile radar under the rainfall conditions is improved.

Description

Air motion vertical speed detection methods based on two kinds of radars and system
Technical field
The present invention relates to atmospheric science technical field, particularly to one based on wind profile radar and The air motion vertical speed detection method of cloud radar and system.
Background technology
Wind profile radar is the electromagnetic beam by launching different directions to high-altitude, receives and processes The information that these electromagnetic beams return because atmospheric vertical structure is uneven carries out high-altitude wind field spy A kind of remote sensing equipment surveyed.Wind profile radar utilizes Doppler effect can detect its overhead wind To meteorological elements such as, wind speed with the situation of change of height, have detection spatial and temporal resolution high, from Dynamicization degree advantages of higher.Wind profile radar can provide the multiple data based on wind field to produce Product, its master data product includes radial velocity, spectrum width, signal to noise ratio, horizontal wind direction, level The profile of the refractive index structure parameter cn2 etc. of wind speed, vertical speed and reflection atmospheric turbulance.
Wind profile radar uses Doppler technology can obtain the air motion footpath relative to radar To speed, by carrying out the tachometric survey of many directives, can estimate under the conditions of certain supposition Echo-signal wind direction, wind speed and vertical movement in height, thus obtain air Wind outline Data.
As shown in Figure 1a, in the case of fair weather, the detection accuracy of wind profile radar is relatively Height, radial velocity V that wind profile radar recordsrIt is vertical movement speed w of air;But in fall In the case of water weather, wind profile radar is very sensitive to precipitation particles, therefore, at precipitation bar Under part, particularly under the conditions of convective precipitation, the method for anemography of aeolian contour line radar performance can be affected.As Shown in Fig. 1 b, in the presence of having precipitation particles, owing to its backscatter signal is frequently more than big The scattering of gas turbulent flow, according to peak signal (Spectral in wind profile radar detection doppler spectral Peak) method, the V recordedrIt it is precipitation particles falling speed vp, thus cause survey wind error, Wuertz et al. (1988) analyzes the precipitation impact on wind profile radar detection accuracy, To result be: under uniformity precipitation condition, precision is 2m/s, is 1m/s under the conditions of clear sky The twice of precision, under precipitation condition violent with spatial variations in time, its detecting error Reaching more than 4m/s, reason is that speed correction is unreasonable and precipitation uneven in vertical movement.
Summary of the invention
The purpose of the present invention is to propose to the inspection of a kind of air motion vertical speed based on two kinds of radars Survey method and system, the atmospheric vertical motion that under precipitation condition, wind profile radar detects can be revised Speed, improves the accuracy of wind profile radar atmospheric sounding motion under precipitation condition.
For reaching above-mentioned purpose, the present invention proposes a kind of air motion based on two kinds of radars and hangs down Straight speed detection method, two kinds of radars are respectively wind profile radar and cloud radar, including following step Rapid:
Step S1: the antenna of wind profile radar and cloud radar is directed to the sky of detecting area, Obtain including that air motion vertical speed and precipitation particles are vertically transported by wind profile radar detection The vertical speed spectrum of dynamic speed, and obtain precipitation particles motion vertical speed by cloud radar detection Spectrum;
Step S2: the vertical speed spectrum and the cloud radar detection that wind profile radar detection are obtained obtain Export to data processor to precipitation particles motion vertical normal-moveout spectrum;
Step S3: the precipitation particles motion that described data processor arrives according to cloud radar detection is hung down Straight normal-moveout spectrum obtains precipitation particles motion vertical speed VrAnd precipitation particles motion vertical normal-moveout spectrum Spectrum width σw, and (V in the vertical speed spectrum that wind profile radar detection is obtainedrw, Vrw) Or (Vrw/ 2, Vrw/ 2) deciding field is detection blind zone;
Step S4: described data processor beyond described detection blind zone to described Wind outline The vertical speed spectrum that radar detection obtains carries out detection process and obtains atmospheric vertical motion speed.
Further, in above-mentioned air motion vertical speed detection methods based on two kinds of radars, Described step S4 specifically includes:
Described data processor detects in the vertical speed spectrum that the detection of described wind profile radar obtains Speed-power value outside detection blind zone, chooses the speed that the power maximum of wind profile radar is corresponding Angle value is atmospheric vertical motion speed.
Separately, the present invention also provides for a kind of air motion vertical speed based on two kinds of radars and detects system System, including: wind profile radar, cloud radar and be connected to described wind profile radar, cloud radar Data processor, described wind profile radar, the antenna of cloud radar be directed to the sky of detecting area, Described wind profile radar obtains including that air motion vertical speed and precipitation particles hang down for detection The vertical speed spectrum of straight movement velocity;
Described cloud radar obtains precipitation particles motion vertical normal-moveout spectrum for detection;
Described data processor is for the precipitation particles motion vertical speed arrived according to cloud radar detection Degree spectrum obtains precipitation particles motion vertical speed VrAnd the spectrum of precipitation particles motion vertical normal-moveout spectrum Wide σw, and (V in the vertical speed spectrum that wind profile radar detection is obtainedrw, Vrw) or (Vrw/ 2, Vrw/ 2) deciding field is detection blind zone;
Described data processor is additionally operable to beyond described detection blind zone described Wind outline thunder Reach detection obtain vertical speed spectrum carry out detection process obtain atmospheric vertical motion speed.
Further, in above-mentioned air motion vertical speed detecting systems based on two kinds of radars, Described data processor is additionally operable to detect the vertical speed spectrum that the detection of described wind profile radar obtains Speed-power value outside middle detection blind zone, the power maximum choosing wind profile radar is corresponding Velocity amplitude is atmospheric vertical motion speed.
The present invention by precipitation particles motion vertical speed that cloud radar detection is arrived as correction The reference of wind profile radar atmospheric vertical motion speed detection and localization blind zone, thus revise fall The atmospheric vertical motion speed that under water condition, wind profile radar detects, improves precipitation condition leeward The accuracy of profile radar atmospheric sounding motion.
Accompanying drawing explanation
Fig. 1 a is the schematic diagram of the doppler velocity spectrum of wind profile radar under fair weather;
Fig. 1 b is the schematic diagram of the doppler velocity spectrum of wind profile radar under precipitation weather;
Fig. 2 is the stream of present invention air motion based on two kinds of radars vertical speed detection method Journey schematic diagram;
Fig. 3 a is the schematic diagram that wind profile radar detection obtains air motion vertical speed spectrum;
Wherein, A is air motion vertical speed spectral line under fair weather, and B is under precipitation weather Air motion vertical speed spectral line;
Fig. 3 b is the signal that weather radar or cloud radar detection obtain precipitation particles vertical speed spectrum Figure;
Wherein, C is the vertical speed spectral line of precipitation particles;
Fig. 3 c be revise after wind profile radar air motion vertical speed spectrum schematic diagram;
Fig. 4 is showing of present invention air motion vertical speed detecting system based on two kinds of radars It is intended to.
Detailed description of the invention
Describe the preferred embodiments of the present invention below in conjunction with the accompanying drawings in detail.
Referring to Fig. 2, Fig. 2 is the inspection of present invention air motion based on two kinds of radars vertical speed The schematic flow sheet of survey method.A kind of air motion vertical speed based on two kinds of radars of the present invention Detection method, two kinds of radars are respectively wind profile radar and cloud radar, comprise the following steps:
Step S1: the antenna of wind profile radar and cloud radar is directed to the sky of detecting area, Obtain including that air motion vertical speed and precipitation particles are vertically transported by wind profile radar detection The vertical speed spectrum of dynamic speed, and obtain precipitation particles motion vertical speed by cloud radar detection Spectrum;
Seeing also Fig. 3 a, Fig. 3 a is that to obtain air motion the fastest in wind profile radar detection The schematic diagram of degree spectrum.In Fig. 3 a, the longitudinal axis represents the power of wind profile radar, and transverse axis represents big Fate moves vertical speed Vr.Now, the SEQUENCING VERTICAL that under precipitation condition, wind profile radar detects There is bigger error in movement velocity, needs to be modified.
See also the antenna detection that Fig. 3 b, Fig. 3 b is cloud radar and obtain hanging down of precipitation particles The schematic diagram of straight normal-moveout spectrum.In Fig. 3 b, the longitudinal axis represents the power of Yun Leida, and transverse axis represents fall Water particle motion vertical speed.Described cloud radar is wavelength from centimetre to the radar of millimeter, it is possible to For weather radar.When the sky detection in the antenna sensing district of described cloud radar, it is only capable of Detection water dust and precipitation particles motion vertical speed, owing to wind profile radar and cloud radar are same One region detects simultaneously, therefore, and the precipitation particles motion vertical speed that cloud radar detection is arrived As the reference revising the atmospheric vertical motion speed that wind profile radar detects.
Step S2: the vertical speed spectrum and the cloud radar detection that wind profile radar detection are obtained obtain Export to data processor to precipitation particles motion vertical normal-moveout spectrum;
Step S3: the precipitation particles motion that described data processor arrives according to cloud radar detection is hung down Straight normal-moveout spectrum obtains precipitation particles motion vertical speed VrAnd precipitation particles motion vertical normal-moveout spectrum Spectrum width σw, and (V in the vertical speed spectrum that wind profile radar detection is obtainedrw, Vrw) Or (Vrw/ 2, Vrw/ 2) deciding field is detection blind zone I;
Refer to Fig. 3 c, (V in described air motion vertical speed being composedrw, Vrw) or (Vrw/ 2, Vrw/ 2) deciding field is detection blind zone I, not in detection blind zone I Detect, thus revise the atmospheric vertical motion speed of wind profile radar detection under precipitation condition Degree.
Step S4: described data processor beyond described detection blind zone to described Wind outline The vertical speed spectrum that radar detection obtains carries out detection process and obtains atmospheric vertical motion speed Va
Wherein, described step S4 specifically includes:
Described data processor detects in the vertical speed spectrum that the detection of described wind profile radar obtains Speed-power value outside detection blind zone, chooses the speed that the power maximum of wind profile radar is corresponding Angle value is atmospheric vertical motion speed Va
Such as, air motion vertical speed spectrum is in the range of-20m/s to 20m/s, detection shielding District I is (Vrw/ 2=2m/s, Vrw/ 2=4m/s), i.e. at (-20m/s, 20m/s) In interval, described data processor is only at (-20m/s, 2m/s) and (4m/s, 20m/s) Interval detection speed-power value, the velocity amplitude choosing the power maximum of wind profile radar corresponding is Atmospheric vertical motion speed Va, such as, power maximum detected in speed for-2m/s place, So-2m/s is exactly atmospheric vertical motion speed.
Referring to Fig. 4, it is the fastest that the present invention also provides for a kind of air motion based on two kinds of radars Degree detecting system, including: wind profile radar 10, cloud radar 20 and be connected to described Wind outline Radar 10, the data processor 30 of cloud radar 20, described wind profile radar 10, cloud radar The antenna of 20 is directed to the sky of detecting area, and described wind profile radar 10 is wrapped for detection Include air motion vertical speed and the vertical speed spectrum of precipitation particles vertical movement speed;Described cloud Radar 20 obtains precipitation particles motion vertical normal-moveout spectrum for detection;Described data processor 30 For according to cloud radar detection to precipitation particles motion vertical normal-moveout spectrum obtain precipitation particles fortune Dynamic vertical speed VrAnd the spectrum width σ of precipitation particles motion vertical normal-moveout spectrumw, and by Wind outline thunder Reach (V in the vertical speed spectrum that detection obtainsrw, Vrw) or (Vrw/ 2, Vrw/2) Deciding field is detection blind zone I;Described data processor 30 is additionally operable at described detection screen Cover the vertical speed spectrum beyond district I, the detection of described wind profile radar obtained and carry out detection process Obtain atmospheric vertical motion speed.
Described data processor is additionally operable to detect the vertical speed that the detection of described wind profile radar obtains Degree spectrum detects the speed-power value outside the I of blind zone, chooses the power maximum of wind profile radar Corresponding velocity amplitude is atmospheric vertical motion speed.
Such as, air motion vertical speed spectrum is in the range of-20m/s to 20m/s, detection shielding District I is (Vrw/ 2=2m/s, Vrw/ 2=4m/s), i.e. at (-20m/s, 20m/s) In interval, described data processor is only at (-20m/s, 2m/s) and (4m/s, 20m/s) Interval detection speed-power value, the velocity amplitude choosing the power maximum of wind profile radar corresponding is Atmospheric vertical motion speed Va, such as, power maximum detected in speed for-2m/s place, So-2m/s is exactly atmospheric vertical motion speed.
Compared to prior art, the present invention is hung down by precipitation particles motion cloud radar detection arrived Straight speed is as the reference also detection and localization blind zone of correction atmospheric vertical motion speed, thus repaiies The atmospheric vertical motion speed that under positive precipitation condition, wind profile radar detects, improves precipitation condition The accuracy of lower wind profile radar atmospheric sounding motion.
Here description of the invention and application is illustrative, is not wishing to limit the scope of the present invention System is in the above-described embodiments.The deformation of embodiments disclosed herein and change are possible, right For those skilled in the art, embodiment replaces and the various parts of equivalence It is known.It should be appreciated by the person skilled in the art that without departing from the present invention spirit or In the case of substitutive characteristics, the present invention can in other forms, structure, layout, ratio, with And realize with other assembly, material and parts.In the feelings without departing from scope and spirit of the present invention Under condition, embodiments disclosed herein can be carried out other deformation and change.

Claims (3)

1. air motion vertical speed detection methods based on two kinds of radars, two kinds of radars are respectively Wind outline thunder Reach and cloud radar, it is characterised in that comprise the following steps:
Step S1: the antenna of wind profile radar and cloud radar is directed to the sky of detecting area, passes through wind profile radar Detection obtains including air motion vertical speed and the vertical speed spectrum of precipitation particles vertical movement speed, and passes through Cloud radar detection obtains precipitation particles motion vertical normal-moveout spectrum;Under precipitation condition, it is big that wind profile radar detects There is error in gas vertical movement speed, the precipitation particles motion vertical speed that cloud radar detection is arrived is wide as revising wind The reference of the atmospheric vertical motion speed that line radar detection is arrived;
Step S2: the vertical speed spectrum and the cloud radar detection that wind profile radar detection are obtained obtain precipitation particles motion Vertical speed spectrum output is to data processor;
Step S3: described data processor according to cloud radar detection to precipitation particles motion vertical normal-moveout spectrum dropped Water particle motion vertical speed VrAnd the spectrum width σ of precipitation particles motion vertical normal-moveout spectrumw, and by wind profile radar (V in the vertical speed spectrum that detection obtainsrw, Vrw) or (Vrw/ 2, Vrw/ 2) deciding field For detection blind zone;
Step S4: the detection of described wind profile radar is obtained beyond described detection blind zone by described data processor Vertical speed spectrum carries out detection process and obtains atmospheric vertical motion speed;
Described data processor detects in the vertical speed spectrum that the detection of described wind profile radar obtains and detects outside blind zone Speed-power value, the velocity amplitude choosing the power maximum of wind profile radar corresponding is atmospheric vertical motion speed.
2. an air motion vertical speed detecting system based on two kinds of radars, it is characterised in that including: wind is wide Line radar, cloud radar and be connected to described wind profile radar, the data processor of cloud radar, described Wind outline thunder Reach, the antenna of cloud radar is directed to the sky of detecting area, and described wind profile radar obtains including air for detection Motion vertical speed and the vertical speed spectrum of precipitation particles vertical movement speed;
Described cloud radar obtains precipitation particles motion vertical normal-moveout spectrum for detection;
Described data processor for according to cloud radar detection to precipitation particles motion vertical normal-moveout spectrum obtain precipitation grain Sub-motion vertical speed VrAnd the spectrum width σ of precipitation particles motion vertical normal-moveout spectrumw, and wind profile radar is detected (V in the vertical speed spectrum obtainedrw, Vrw) or (Vrw/ 2, Vrw/ 2) deciding field is inspection Survey blind zone;
Described data processor is additionally operable to beyond described detection blind zone hanging down that the detection of described wind profile radar obtains Straight normal-moveout spectrum carries out detection process and obtains atmospheric vertical motion speed.
Air motion vertical speed detecting system based on two kinds of radars the most according to claim 2, its feature Being, described data processor is additionally operable to detect in the vertical speed spectrum that the detection of described wind profile radar obtains and detects Speed-power value outside blind zone, the velocity amplitude choosing the power maximum of wind profile radar corresponding is SEQUENCING VERTICAL Movement velocity.
CN201410247812.6A 2014-06-05 2014-06-05 Method and system for detecting atmospheric vertical movement speed based on two types of radars Active CN103983975B (en)

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CN106556836B (en) * 2016-10-18 2019-04-16 北京无线电测量研究所 A kind of wind profile radar has self-adaptive detection system and method for the precipitation without precipitation
CN109324328B (en) * 2018-12-17 2022-12-20 北京无线电测量研究所 Method and device for extracting wind profile radar vertical beam turbulence spectrum in rainfall
CN109614579B (en) * 2018-12-24 2022-05-17 雷象科技(北京)有限公司 Phased array weather radar maximum value signal extraction method
CN109828276B (en) * 2019-03-06 2023-04-21 南京微麦科斯电子科技有限责任公司 Wind profile radar based on interference algorithm
CN112946658B (en) * 2021-02-03 2022-12-02 中国气象科学研究院 Method and device for acquiring vertical movement speed of atmosphere
CN113064130B (en) * 2021-03-17 2023-02-28 中国气象科学研究院 Method, device, storage medium and program product for determining particle spectral distribution

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* Cited by examiner, † Cited by third party
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JP3730486B2 (en) * 2000-07-14 2006-01-05 株式会社東芝 Weather radar
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GB0411097D0 (en) * 2004-05-19 2004-06-23 Qinetiq Ltd Laser radar device and method
US20080169975A1 (en) * 2007-01-12 2008-07-17 Young Paul Yee Process for generating spatially continuous wind profiles from wind profiler measurements
CN102565771B (en) * 2010-12-14 2013-08-28 中国航天科工集团第二研究院二十三所 Single station wind profile radar-based wind shear identification and tracking method
US9310481B2 (en) * 2012-05-31 2016-04-12 LogLinear Group, LLC Wide band clear air scatter doppler radar
CN103323850A (en) * 2013-05-28 2013-09-25 芜湖航飞科技股份有限公司 Double-linear polarization Doppler weather radar system
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