Abstract
Radar wind profilers (RWPs) are meteorological radars that are used to determine the vertical profile of the wind vector in the atmosphere. RWPs typically use wavelengths ranging from about 20 cm to about 6 m. The scattering processes that occur at such wavelengths give these instruments a unique ability to obtain detectable echoes in both the optically clear, as well as in the particle-laden, atmosphere (i.e. in the presence of clouds, fog, or precipitation). The height coverage of RWPs varies, mainly due to the wavelength dependence of the clear air scattering process: boundary-layer RWPs (which operate at frequencies of around 1 GHz) typically probe the lowest 3 – 5 km of the atmosphere, while (markedly larger) systems in the 50 MHz band can provide data on the atmospheric region up to about 20 km above the ground.
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References
J.A. Dutton: The Ceaseless Wind (Dover, Mineola 1986)
W.R. Cotton, G.H. Bryan, S.C. van den Heever: Storm and Cloud Dynamics, 2nd edn. (Academic Press, Burlington 2011)
A. Makarieva, V.G. Gorshkov, A.V. Nefiodov, D. Sheil, A.D. Nobre, P. Bunyard, P. Nobre, B.-L. Li: The equations of motion for moist atmospheric air, J. Geophys. Res. Atmos. 122, 7300–7307 (2017)
V. Tatarskii: The Effects of the Turbulent Atmosphere on Wave Propagation (Israel Program for Scientific Translations, Jerusalem 1971) p. 471
K.R. Hardy, K.S. Gage: The history of radar studies of the clear atmosphere. In: Radar in Meteorology, ed. by D. Atlas (American Meteorological Society, Boston 1990) pp. 130–142, Chap. 17
T. Van Zandt: A brief history of the development of wind-profiling or MST radars, Ann. Geophys. 18(7), 740–749 (2000)
W.K. Hocking, J. Röttger, R.D. Palmer, T. Sato, P.B. Chilson: Atmospheric Radar (Cambridge Univ. Press, Cambridge 2016)
A.W. Friend: Continuous determination of air-mass boundaries by radio, Bull. Am. Meteorol. Soc. 20, 202–205 (1939)
D. Atlas: Meteorological 'angel' echoes, J. Meteorol. 16, 6–11 (1959)
D. Atlas: Reflections—A Memoir (American Meteorological Society, Boston 2001)
V.I. Tatarskii: Wave Propagation in a Turbulent Medium (McGraw-Hill, New York 1961) p. 285
K.R. Hardy, I. Katz: Probing the clear atmosphere with high power, high resolution radars, Proc. IEEE 57(4), 468–480 (1969)
K. Bowles: Measuring plasma density of the magnetosphere, Science 139(3553), 389–391 (1963)
L. LaLonde: The upgraded Arecibo observatory, Science 186(4160), 213–218 (1974)
R.F. Woodman, A. Guillen: Radar observation of winds and turbulence in the stratosphere and mesosphere, J. Atmos. Sci. 31, 493–505 (1974)
K. Gage, B. Balsley: Doppler radar probing of the clear atmosphere, Bull. Am. Meteorol. Soc. 59, 1074–1093 (1978)
P. James: A review of radar observations of the troposphere in clear air conditions, Radio Sci. 15(2), 151–175 (1980)
M. Larsen, J. Röttger: VHF and UHF Doppler radars as tools for synoptic research, Bull. Am. Meteorol. Soc. 63(9), 996–1008 (1982)
D. Hogg, M. Decker, F. Guiraud, K. Earnshaw, D. Merritt, K. Moran, W. Sweezy, R. Strauch, E. Westwater, C. Little: An automatic profiler of the temperature, wind and humidity in the troposphere, J. Clim. Appl. Meteorol. 22, 807–831 (1983)
R.G. Strauch, D.A. Merritt, K.P. Moran, K.B. Earnshaw, D. van de Kamp: The Colorado Wind Profiling Network, J. Atmos. Ocean. Technol. 1, 37–49 (1984)
W.L. Ecklund, D.A. Carter, B.B. Balsley: A UHF wind profiler for the boundary layer: brief description and initial results, J. Atmos. Ocean. Technol. 5, 432–441 (1988)
D. Carter, K. Gage, W. Ecklund, W. Angevine, P. Johnston, A. Riddle, J. Wilson, C. Williams: Developments in UHF lower tropospheric wind profiling at NOAA's aeronomy laboratory, Radio Sci. 30, 977–1001 (1995)
B.L. Weber, D.B. Wuertz, R.G. Strauch, D.A. Merritt, K.P. Moran, D.C. Law, D. van de Kamp, R. Chadwick, M. Ackley, M. Barth, N.L. Abshire, P.A. Miller, T.W. Schlatter: Preliminary evolution of the first NOAA demonstration network wind profiler, J. Atmos. Ocean. Technol. 7, 909–918 (1990)
M. Barth, R. Chadwick, D. van de Kamp: Data processing algorithms used by NOAA's wind profiler demonstration network, Ann. Geophys. 12, 518–528 (1994)
T.W. Schlatter, F.S. Zbar (Eds.): Wind Profiler Assessment Report (NOAA, Silver Spring 1994)
J. Nash, T.J. Oakley: Development of COST-76 wind profiler network in Europe, Phys. Chem. Earth B 26, 193–199 (2001)
M. Ishihara, Y. Kato, T. Abo, K. Kobayashi, Y. Izumikawa: Characteristics and performance of the operational wind profiler network of the Japan Meteorological Agency, J. Meteorol. Soc. Jpn. 84, 1085–1096 (2006)
B.K. Dolman, I.M. Reid: Bias correction and overall performance of a VHF Spaced Antenna boundary layer profiler for operational weather forecasting, J. Atmos. Sol. Terr. Phys. 118, 16–24 (2014)
B.K. Dolman, I.M. Reid, C. Tingwell: Stratospheric tropospheric wind profiling radars in the Australian network, Earth Planets Space 70, 170 (2018)
R.F. Woodman: A general statistical instrument theory of atmospheric and ionospheric radars, J. Geophys. Res. 96(A5), 7911–7928 (1991)
E.E. Gossard, R.G. Strauch: Radar Observation of Clear Air and Clouds, Developments in Atmospheric Science (Elsevier, Amsterdam 1983) p. 280
R.B. Laughlin, D. Pines: The theory of everything, Proc. Natl. Acad. Sci. U. S. A. 97, 28–31 (2000)
M.I. Mishchenko, L.D. Travis, A.A. Lacis: Scattering, Absorption and Emission of Light by Small Particles (Cambridge Univ. Press, Cambridge 2002) p. 448
C.F. Bohren, D.R. Huffman: Absorption and Scattering of Light by Small Particles (Wiley, New York 1983) p. 530
G.L. Stephens: Remote Sensing of the Lower Atmosphere (Oxford Univ. Press, New York, Oxford 1994) p. 523
A. Muschinski: Local and global statistics of clear-air Doppler radar signals, Radio Sci. 39, RS1008 (2004)
A. Muschinski, P.P. Sullivan, D.B. Wuertz, R.J. Hill, S.A. Cohn, D.H. Lenschow, R.J. Doviak: First synthesis of wind-profiler signals on the basis of large-eddy simulation data, Radio Sci. 34(6), 1437–1459 (1999)
D.E. Scipion, P.B. Chilson, E. Fedorovich, R.D. Palmer: Evaluation of an LES-based wind profiler simulator for observations of a daytime atmospheric convective boundary layer, J. Atmos. Ocean. Technol. 25, 1423–1436 (2008)
D. Scipion, R. Palmer, P. Chilson, E. Fedorovich, A. Botnick: Retrieval of convective boundary layer wind field statistics from radar profiler measurements in conjunction with large eddy simulation, Meteorol. Z. 18, 175–187 (2009)
P.M. Franke, S. Mahmoud, K. Raizada, K. Wan, D.C. Fritts, T. Lund, J. Werne: Computation of clear-air radar backscatter from numerical simulations of turbulence: 1. Numerical methods and evaluation of biases, J. Geophys. Res. 116, D21101 (2011)
E.E. Gossard: A fresh look at the radar reflectivity of clouds, Radio Sci. 14(6), 1089–1097 (1979)
J.S. Erkelens, V.K.C. Venema, H.W.J. Russchenberg, L.P. Ligthart: Coherent scattering of microwaves by particles: Evidence from clouds and smoke, J. Atmos. Sci. 58, 1091–1102 (2001)
K. Matsuda, R. Onishi, M. Hirahara, R. Kurose, K. Takahashi, S. Komori: Influence of microscale turbulent droplet clustering on radar cloud observations, J. Atmos. Sci. 71(10), 3569–3582 (2014)
M. Radenz, J. Bühl, V. Lehmann, U. Görsdorf, R. Leinweber: Combining cloud radar and radar wind profiler for a value added estimate of vertical air motion within clouds, Atmos. Meas. Tech. 11, 5925–5940 (2018)
D.B. Wuertz, B.L. Weber, R.G. Strauch, A.S. Frisch, C.G. Little, D.A. Merritt, K.P. Moran, D.C. Welsh: Effects of precipitation on UHF wind profiler measurements, J. Atmos. Ocean. Technol. 5, 450–465 (1988)
A. Steiner, H. Richner: Separation of clear-air echoes from precipitation echoes in UHF wind profiler measurements, Ann. Geophys. 12, 497–505 (1994)
F.M. Ralph: Using radar-measured radial vertical velocities to distinguish precipitation scattering from clear air scattering, J. Atmos. Ocean. Technol. 12, 257–267 (1995)
F.M. Ralph, P.J. Neimann, D.W. van de Kamp, D.C. Law: Using spectral moment data from NOAA's 404-MHz radar wind profilers to observe precipitation, Bull. Am. Meteorol. Soc. 76, 1717–1739 (1995)
S.A. Cohn, R.R. Rodgers, S. Jascourt, W.L. Ecklund, D.A. Carter, J.S. Wilson: Interactions between clear-air reflective layers and rain observed with a boundary-layer wind profiler, Radio Sci. 30, 323–341 (1995)
F.M. Ralph, P.L. Neiman, D. Ruffieux: Precipitation identification from radar wind profiler spectral moment data: Vertical velocity histograms, velocity variance, and signal power–vertical velocity correlation, J. Atmos. Ocean. Technol. 13, 545–559 (1996)
B.W. Orr, B.E. Martner: Detection of weakly precipitating winter clouds by a NOAA 404-MHz wind profiler, J. Atmos. Ocean. Technol. 13, 570–580 (1996)
K.S. Gage, C.R. Williams, W.L. Ecklund, P.E. Johnston: Use of two profilers during MCTEX for unambiguous identification of Bragg scattering and Rayleigh scattering, J. Atmos. Sci. 56, 3679–3691 (1999)
C.R. Williams, W.L. Ecklund, P.E. Johnston, K.S. Gage: Cluster analysis techniques to separate air motion and hydrometeors in vertical incident profiler observations, J. Atmos. Ocean. Technol. 17, 949–962 (2000)
A.J. McDonald, T.K. Carey-Smith, D.A. Hooper, G.J. Fraser, B.P. Lublow: The effect of precipitation on wind-profiler clear air returns, Ann. Geophys. 22, 3959–3970 (2004)
W.D. Rust, R.J. Doviak: Radar research on thunderstorms and lightning, Nature 297, 461–468 (1982)
E.R. Williams, S.G. Geotis, A.B. Bhattacharya: A radar study of the plasma and geometry of lightning, J. Atmos. Sci. 46, 1173–1185 (1989)
M.C. Lee, Y.R. Dalkir, E.R. Williams: Radar reflectivity of lightning-induced plasmas, J. Atmos. Sol. Terr. Phys. 60, 941–949 (1998)
M. Petitdidier, P. Laroche: Lightning observations with the strato-tropospheric UHF and VHF radars at Arecibo, Puerto Rico, Atmos. Res. 76, 481–492 (2005)
J. Wilczak, R. Strauch, F. Ralph, B. Weber, D. Merritt, J. Jordan, D. Wolfe, L. Lewis, D. Wuertz, J. Gaynor, S. McLaughlin, R. Rogers, A. Riddle, T. Dye: Contamination of wind profiler data by migrating birds: Characteristics of corrupted data and potential solutions, J. Atmos. Ocean. Technol. 12, 449–467 (1995)
B. Balsley, N. Cianos, D. Farley, M. Baron: Winds derived from radar mesurements in the arctic troposphere and stratosphere, J. Appl. Meteorol. 16, 1235–1239 (1977)
T. Sato, R.F. Woodman: Spectral parameter estimation of CAT radar echoes in the presence of fading clutter, Radio Sci. 17(4), 817–826 (1982)
R.F. Woodman: Spectral moment estimation in MST radars, Radio Sci. 20(6), 1185–1195 (1985)
B.E. Martner, D.B. Wurtz, B.B. Stankov, R.G. Strauch, K. Westwater, K.S. Gage, W.L. Ecklund, C.L. Martin, W.F. Dabberdt: An evaluation of wind profiler, RASS, and microwave radiometer performance, Bull. Am. Meteorol. Soc. 74, 599–613 (1993)
P.T. May, R.G. Strauch: Reducing the effect of ground clutter on wind profiler velocity measurements, J. Atmos. Ocean. Technol. 15, 579–586 (1998)
R.J. Doviak, D.S. Zrnić: Reflection and scatter formula for anisotropically turbulent air, Radio Sci. 19(1), 325–336 (1984)
R.J. Doviak, D.S. Zrnić: Doppler Radar and Weather Observation (Academic Press, San Diego 1993) p. 562
A. Monin, A. Yaglom: Statistical Fluid Mechanics, Vol. II (Dover Publications, Mineola 2007) p. 874
V.I. Tatarskii, A. Muschinski: The difference between Doppler velocity and real wind velocity in single scattering from refractive index fluctuations, Radio Sci. 36(6), 1405–1423 (2001)
V.I. Tatarskii: Theory of single scattering by random distributed scatterers, IEEE Trans. Antennas Propag. 51, 2806–2813 (2003)
A. Muschinski, V. Lehmann, L. Justen, G. Teschke: Advanced radar wind profiling, Meteorol. Z. 14, 609–626 (2005)
J.C. Owens: Optical refractive index of air: Dependence on pressure, temperature and composition, Appl. Opt. 6(1), 51–59 (1967)
W. Hoffman: Electromagnetic wave propagation in a random medium, Radio Sci. 68D, 455–459 (1964)
A. Ishimaru: Wave Propagation and Scattering in Random Media (Academic Press, San Diego 1978) p. 600
L.J. Battan: Radar Observation of the Atmosphere (Univ. of Chicago Press, Chicago 1973)
A. Muschinski: The First Moments of the Variance-and Cross-Spectra of Standard and Interferometric Clear-Air-Doppler-Radar Signals, NCAR Tech. Note NCAR/TN-441+STR (NCAR, Boulder 1998)
U. Frisch: Turbulence. The Legacy of A.N. Kolmogorov (Cambridge Univ. Press, Cambridge, New York 1996)
F. Dalaudier, A.S. Gurvich: A scalar three-dimensional spectral model with variable anisotropy, J. Geophys. Res. 102(D16), 19449–19459 (1997)
K.R. Hardy, D. Atlas, K.M. Glover: Multiwavelength backscatter from the clear atmosphere, J. Geophys. Res. 71, 1537–1552 (1966)
H. Ottersten: Radar backscattering from the turbulent clear atmosphere, Radio Sci. 4, 1251–1255 (1969)
S. Fukao, K. Hamazu: Radar for Meteorological and Atmospheric Observations (Springer, Tokyo 2014)
R.J. Mailloux: Phased Array Antenna Handbook (Artech House, Norwood 1994) p. 536
D.S. Zrnić: Signal processing: Panel report. In: Radar in Meteorology, ed. by D. Atlas (American Meteorological Society, Boston 1990) pp. 230–234, Chap. 20b
P. Flandrin: Time-Frequency/Time-Scale Analysis (Academic Press, San Diego 1999) p. 386
S. Mallat: A Wavelet Tour of Signal Processing—The Sparse Way (Academic Press, Burlington 2009)
V. Lehmann, G. Teschke: Advanced intermittent clutter filtering for radar wind profiler: Signal separation through a Gabor frame expansion and its statistics, Ann. Geophys. 26, 759–783 (2008)
R.N. McDonough, A.D. Whalen: Detection of Signals in Noise (Academic Press, San Diego 1995) p. 495
D.S. Zrnić, R.J. Doviak: Matched filter criteria and range weighting for weather radar, IEEE Trans. Aerosp. Electron. Syst. AES-14(6), 925–929 (1978)
D.S. Zrnić: Estimation of spectral moments for weather echoes, IEEE Trans. Geosci. Electron. 17, 113–128 (1979)
F.D. Neeser, J.L. Massey: Proper complex random processes with applications to information theory, IEEE Trans. Inf. Theory 39, 1293–1302 (1993)
R. Frehlich, M. Yadlowsky: Performance of mean-frequency estimators for Doppler radar and lidar, J. Atmos. Ocean. Technol. 11, 1217–1230 (1994)
V. Lehmann: Optimal Gabor frame expansion based intermittent clutter filtering method for radar wind profiler, J. Atmos. Ocean. Technol. 29, 141–158 (2012)
G. Schmidt, R. Rüster, P. Czechowsky: Complementary code and digital filtering for detection of weak VHF radar signals from the mesosphere, IEEE Trans. Geosci. Electron. GE-17, 165–161 (1979)
T.L. Wilfong, D.A. Merritt, R.J. Lataitis, B.L. Weber, D.B. Wuertz, R.G. Strauch: Optimal generation of radar wind profiler spectra, J. Atmos. Ocean. Technol. 16, 723–733 (1999)
L. Bianco, D. Gottas, J.M. Wilczak: Implementation of a Gabor transform data quality-control algorithm for UHF wind profiling radars, J. Atmos. Ocean. Technol. 30, 2697–2703 (2013)
S.M. Kay, S.L. Marple: Spectrum analysis—A modern perspective, Proc. IEEE 69(11), 1380–1491 (1981)
D.B. Percival, A.T. Walden: Spectral Analysis for Physical Applications (Cambridge Univ. Press, Cambridge 1993) p. 583
F.J. Harris: On the use of windows for harmonic analysis with the discrete Fourier transform, Proc. IEEE 66(1), 51–83 (1978)
P.D. Welch: The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms, IEEE Trans. Audio Electroacoust. AU-15, 70–73 (1967)
V.K. Anandan, C. Pan, T. Rajalakshmi, G.R. Reddy: Multitaper spectral analysis of atmospheric radar signals, Ann. Geophys. 22, 3995–4003 (2004)
P.H. Hildebrand, R. Sekhon: Objective determination of the noise level in Doppler spectra, J. Appl. Meteorol. 13, 808–811 (1974)
P.T. May, R.G. Strauch: An examination of wind profiler signal processing algorithms, J. Atmos. Ocean. Technol. 6, 731–735 (1989)
L.B. Cornman, R.K. Goodrich, C.S. Morse, W.L. Ecklund: A fuzzy logic method for improved moment estimation from Doppler spectra, J. Atmos. Ocean. Technol. 15, 1287–1305 (1998)
C.S. Morse, R.K. Goodrich, L.B. Cornman: The NIMA method for improved moment estimation from Doppler spectra, J. Atmos. Ocean. Technol. 19, 274–295 (2002)
S.A. Cohn, R.K. Goodrich, C.S. Morse, E. Karplus, S.W. Mueller, L.B. Cornman, R.A. Weekly: Radial velocity and wind measurement with NIMA-NWCA: Comparisons with human estimation and aircraft measurements, J. Appl. Meteorol. 40, 704–719 (2001)
C. Gaffard, L. Bianco, V. Klaus, M. Matabuena: Evaluation of moments calculated from wind profiler spectra: A comparison between five different processing techniques, Meteorol. Z. 15, 73–85 (2006)
D.A. Hooper, J. Nash, T. Oakley, M. Turp: Validation of a new signal processing scheme for the MST radar at Aberystwyth, Ann. Geophys. 26, 3253–3268 (2008)
M.A. Fischler, R.C. Bolles: Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography, Commun. ACM 24, 381–395 (1981)
A.J. Koscielny, R.J. Doviak, D.S. Zrnic: An evaluation of the accuracy of some radar wind profiling techniques, J. Atmos. Ocean. Technol. 1, 309–320 (1984)
B. Weber, D. Wuertz, D. Law, A. Frisch, J. Brown: Effects of small-scale vertical motion on radar measurements of wind and temperature profiles, J. Atmos. Ocean. Technol. 9(3), 193–209 (1992)
R.K. Goodrich, C.S. Morse, L.B. Cornman, S.A. Cohn: A horizontal wind and wind confidence algorithm for Doppler wind profilers, J. Atmos. Ocean. Technol. 19, 257–273 (2002)
E. Päschke, R. Leinweber, V. Lehmann: An assessment of the performance of a 1.5 μm Doppler lidar for operational vertical wind profiling based on a 1-year trial, Atmos. Meas. Tech. 8(6), 2251–2266 (2015)
G. Teschke, V. Lehmann: Mean wind vector estimation using the velocity–azimuth display (VAD) method: An explicit algebraic solution, Atmos. Meas. Tech. 10, 3265–3271 (2017)
B.L. Cheong, T.-Y. Yu, R.D. Palmer, K.-F. Yang, M.W. Hoffman, S.J. Frasier, F.J. Lopez-Dekker: Effects of wind field inhomogeneities on Doppler beam swinging revealed by an imaging radar, J. Atmos. Ocean. Technol. 25, 1414–1422 (2008)
A. Adachi, T. Kobayashi, K.S. Gage, D.A. Carter, L.M. Hartten, W.L. Clark, M. Fukuda: Evaluation of three-beam and four-beam profiler wind measurement techniques using a five-beam wind profiler and collocated meteorological tower, J. Atmos. Ocean. Technol. 22, 1167–1180 (2005)
S. Bradley, A. Strehz, S. Emeis: Remote sensing winds in complex terrain—A review, Meteorol. Z. 24(6), 547–555 (2015)
J.C. Wyngaard: Turbulence in the Atmosphere (Cambridge Univ. Press, Cambridge 2010)
V. Maurer, N. Kalthoff, A. Wieser, M. Kohler, M. Mauder, L. Gantner: Observed spatiotemporal variability of boundary-layer turbulence over flat, heterogeneous terrain, Atmos. Chem. Phys. 16, 1377–1400 (2016)
J. Röttger, M.F. Larsen: UHF/VHF radar techniques for atmospheric research and wind profiler applications. In: Radar in Meteorology, ed. by D. Atlas (American Meteorological Society, Boston 1990)
A.D. MacKinnon, R.A. Vincent, I.M. Reid: Boundary layer radar measurements during DAWEX. In: Int. Symp. Equat. Process. Incl. Coupling (EPIC), Kyoto (2002) pp. 478–480
I.M. Reid: MF and HF radar techniques for investigating the dynamics and structure of the 50 to 110 km height region: A review, Prog. Earth Planet. Sci. 2(1), 33 (2015)
M. Larsen, J. Röttger: The spaced antenna technique for radar wind profiling, J. Atmos. Ocean. Technol. 6, 920–938 (1989)
S.A. Cohn, W.O.J. Brown, C.L. Martin, M.E. Susedik, G.D. Maclean, D.B. Parsons: Clear air boundary layer spaced antenna wind measurement with the Multiple Antenna Profiler (MAPR), Ann. Geophys. 19(8), 845–854 (2001)
R.A. Vincent, S. Dullaway, A. MacKinnon, I.M. Reid, F. Zink, P.T. May, B.H. Johnson: A VHF boundary layer radar: First results, Radio Sci. 33, 845–860 (1998)
B.H. Briggs: The analysis of spaced sensor records by correlation techniques. In: Ground-Based Technique, Middle Atmosphere Program, Handbook for MAP, Vol. 13, ed. by R.A. Vincent (SCOSTEP, Urbana 1984) pp. 166–186
B.H. Briggs: On the analysis of moving patterns in geophysics—I. Correlation analysis, J. Atmos. Sol. Terr. Phys. 30, 1777–1788 (1968)
R.J. Doviak, G. Zhang, S.A. Cohn, W.O.J. Brown: Comparison of spaced-antenna baseline wind estimators: Theoretical and simulated results, Radio Sci. 39(1), RS1006 (2004)
B.H. Briggs, R.A. Vincent: Spaced-antenna analysis in the frequency domain, Radio Sci. 27(2), 117–129 (1992)
E. Kudeki, G. Stitt: Frequency domain interferometry: A high resolution technique for studies of atmospheric turbulence, Geophys. Res. Lett. 14, 198–201 (1987)
R.D. Palmer, T.-Y. Yu, P.B. Chilson: Range imaging using frequency diversity, Radio Sci. 34(6), 1485–1496 (1999)
P.B. Chilson, T.-Y. Yu, R.G. Strauch, A. Muschinski, R.D. Palmer: Implementation and validation of range imaging on a UHF radar wind profiler, J. Atmos. Ocean. Technol. 20, 987–996 (2003)
P.B. Chilson: The retrieval and validation of Doppler velocity estimates from range imaging, J. Atmos. Ocean. Technol. 21, 1033–1043 (2004)
J.B. Mead, G. Hopcraft, S.J. Frasier, B.D. Pollard, C.D. Cherry, D.H. Schaubert, R.E. McIntosh: A volume-imaging radar wind profiler for atmospheric boundary layer turbulence studies, J. Atmos. Ocean. Technol. 15, 849–859 (1998)
B.D. Pollard, S. Khanna, S.J. Frasier, J.C. Wyngaard, D.W. Thomson: Local structure of the convective boundary layer from a volume-imaging radar, J. Atmos. Sci. 57(14), 2281–2296 (2000)
D. Law, S. McLaughlin, M. Post, B. Weber, D. Welsh, D. Wolfe, D. Merritt: An electronically stabilized phased array system for shipborn atmospheric wind profiling, J. Atmos. Ocean. Technol. 19, 924–933 (2002)
A. Kottayil, K. Mohanakumar, T. Samson, R. Rebello, M.G. Manoj, R. Varadarajan, K.R. Santosh, P. Mohanan, K. Vasudevan: Validation of 205 MHz wind profiler radar located at Cochin, India, using radiosonde wind measurement, Radio Sci. 51(3), 106–117 (2016)
K. Mohanakumar, A. Kottayil, V. Anandan, T. Samson, L. Thomas, K. Satheesan, R. Rebello, M. Manoji, R. Varadarajan, K. Santosh, P. Mohanan, K. Vasudevan: Technical details of a novel wind profiler radar at 205 MHz, J. Atmos. Ocean. Technol. 34, 2659–2671 (2017)
A. Clegg, A. Weisshaar: Future radio spectrum access, Proc. IEEE 102(3), 239–241 (2014)
National Academies of Sciences, Engineering, and Medicine: A Strategy for Active Remote Sensing Amid Increased Demand for Radio Spectrum (The National Academies Press, Washington DC 2015)
WMO, ITU: Handbook on Use of Radio Spectrum for Meteorology: Weather, Water and Climate Monitoring and Prediction (WMO, Geneva 2017)
H. Griffiths, L. Cohen, S. Watts, E. Mokole, C. Baker, M. Wicks, S. Blunt: Radar spectrum engineering and management: technical and regulatory issues, Proc. IEEE 103(1), 85–102 (2015)
M.I. Skolnik: Radar Handbook, 2nd edn. (McGraw-Hill, New York 1990)
M.I. Skolnik: Introduction to Radar Systems (McGraw-Hill, New York 2001) p. 772
M.A. Richards, J.A. Scheer, W.A. Holm: Principles of Modern Radar (SciTech, Raleigh 2010)
D.M. Pozar: Microwave Engineering (Wiley, Hoboken 2012)
O. Ghebrebrhan: Sidelobe properties of complementary codes, Meteorol. Rundsch. 42, 109–114 (1990)
O. Ghebrebrhan, M. Crochet: On full decoding of truncated ranges for ST/MST radar applications, IEEE Trans. Geosci. Remote Sens. 30(1), 38–45 (1992)
E. Spano, O. Ghebrebrhan: Pulse coding techniques for ST/MST radar systems: A general approach based on a matrix formulation, IEEE Trans. Geosci. Remote Sens. 34(2), 304–316 (1996)
E. Spano, O. Ghebrebrhan: Complementary sequences with high sidelobe suppression factors for ST/MST radar applications, IEEE Trans. Geosci. Remote Sens. 34(2), 317–329 (1996)
E. Spano, O. Ghebrebrhan: Sequences of complementary codes for the optimum decoding of truncated ranges and high sidelobe suppression factors for ST/MST radar systems, IEEE Trans. Geosci. Remote Sens. 34(2), 330–345 (1996)
E. Lau, S. McLaughlin, F. Pratte, B. Weber, D. Merritt, M. Wise, G. Zimmerman, M. James, M. Sloan: The DeTect Inc. RAPTOR VAD-BL radar wind profiler, J. Atmos. Ocean. Technol. 30, 1978–1984 (2013)
D. Law, J. Khorrami, W. Sessions, M. Shanahan: Radiation patterns of a large UHF phased-array antenna: A comparision of measurements using satellite repeaters and patterns derived from measurements of antenna current distributions, IEEE Antennas Propag. Mag. 39(5), 88–93 (1997)
J.B.-Y. Tsui: Digital Microwave Receivers: Theory and Concepts (Artech House, Norwood 1989) p. 389
B. Lindseth, W.O.J. Brown, J. Jordan, D. Law, T. Hock, S.A. Cohn, Z. Popovic: A new portable 449-MHz spaced antenna wind profiler radar, IEEE Trans. Geosci. Remote Sens. 50(9), 3544–3553 (2012)
W.O. Brown, S. Cohn, B. Lindseth, J. Jordan: The NCAR 449 MHz modular wind profiler—Prototype deployment and future plans. In: 35th Conf. Radar Meteorol. (2011)
B. Geerts, D. Parsons, C.L. Ziegler, T.M. Weckwerth, M.I. Biggerstaff, R.D. Clark, M.C. Coniglio, B.B. Demoz, R.A. Ferrare, W.A. Gallus Jr., K. Haghi, J.M. Hanesiak, P.M. Klein, K.R. Knupp, K. Kosiba, G.M. McFarquhar, J.A. Moore, A.R. Nehrir, M.D. Parker, J.O. Pinto, R.M. Rauber, R.S. Schumacher, D.D. Turner, Q. Wang, X. Wang, Z. Wang, J. Wurman: The 2015 plains elevated convection at night field project, Bull. Am. Meteorol. Soc. 98(4), 767–786 (2017)
S. Fukao, T. Sato, T. Tsuda, M. Yamamoto, M.D. Yamanaka, S. Kato: MU radar: New capabilities and system calibrations, Radio Sci. 25(4), 477–485 (1990)
J.S. Van Baelen, T. Tsuda, A.D. Richmond, S.K. Avery, S. Kato, S. Fukao, M. Yamamoto: Comparison of VHF Doppler beam swinging and spaced antenna observations with the MU radar: First results, Radio Sci. 25(04), 629–640 (1990)
A. Frisch, B. Weber, R. Strauch, D. Merritt, K. Moran: The altitude coverage of the Colorado wind profilers at 50, 405 and 915 MHz, J. Atmos. Ocean. Technol. 3, 680–692 (1986)
A. Frisch, B. Weber: The distribution of C2n as measured by 50-, 405-, and 915 MHz wind profilers, J. Atmos. Ocean. Technol. 9, 318–322 (1992)
R. Chadwick, K. Moran: Long-term measurements of C2n in the boundary layer, Radio Sci. 15(2), 355–361 (1980)
A. Frisch, B. Weber, D. Wuertz, R. Strauch, D.A. Merritt: The variations of C2n between 4 and 18 km above sea level as measured over 5 years, J. Appl. Meteorol. 29, 645–651 (1990)
R.G. Strauch, B.L. Weber, A.S. Frisch, C.G. Little, D.A. Merritt, K.P. Moran, D.C. Welsh: The precision and relative accuracy of profiler wind measurements, J. Atmos. Ocean. Technol. 4, 563–571 (1987)
B.L. Weber, D.B. Wuertz: Comparison of Rawinsonde and wind profiler radar measurements, J. Atmos. Ocean. Technol. 7(1), 157–174 (1990)
W.M. Angevine: Errors in mean vertical velocities measured by boundary layer wind profilers, J. Atmos. Ocean. Technol. 14(3), 565–569 (1997)
J. Dibbern, W. Monna, J. Nash, G. Peters: Development of VHF/UHF Wind Profilers and Vertical Sounders for Use in European Observing Systems, Final Report COST Action 76, EUR 20614 (European Commission, Luxembourg 2001) pp. 225–258
E. Clothiaux, R. Penc, D. Thomson, T. Ackerman, S. Williams: A first-guess feature-based algorithm for estimating wind speed in clear-air Doppler radar spectra, J. Atmos. Ocean. Technol. 11, 888–908 (1994)
T. Griesser, H. Richner: Multiple peak processing algorithm for identification of atmospheric signals in Doppler radar wind profiler spectra, Meteorol. Z. 7(6), 292–302 (1998)
D.A. Merritt: A statistical averaging method for wind profiler Doppler spectra, J. Atmos. Ocean. Technol. 12, 985–995 (1995)
W. Lahoz, B. Khattatov, R. Menard (Eds.): Data Assimilation. Making Sense of Observations (Springer, Berlin, Heidelberg 2010)
R.H. Langland, N.L. Baker: Estimation of observation impact using the NRL atmospheric variational data assimilation adjoint system, Tellus A 56, 189–201 (2004)
C. Cardinali: Monitoring the observation impact on the short-range forecast, Q. J. R. Meteorol. Soc. 135, 239–250 (2009)
M. Sommer, M. Weissmann: Ensemble-based approximation of observation impact using an observation-based verification metric, Tellus A 68(1), 27885 (2016)
A. Hiscott: Exploiting wind profiler information, Weather 74(1), 8–19 (2019)
M.K. Politovich, R.K. Goodrich, C.S. Morse, A. Yates, R. Barron, S.A. Cohn: The Juneau terrain-induced turbulence alert system, Bull. Am. Meteorol. Soc. 92, 299–313 (2011)
A. Boilley, J.-F. Mahfouf: Wind shear over the Nice Cote d'Azur airport: Case studies, Nat. Hazards Earth Syst. Sci. 13, 2223–2238 (2013)
R.E. Barbré Jr.: Quality control algorithms for the Kennedy Space Center 50-MHz-Doppler radar wind profiler winds database, J. Atmos. Ocean. Technol. 29, 1731–1743 (2012)
A.B. White, C.J. Senff, A.N. Keane, L.S. Darby, I.V. Djalalova, D.C. Ruffieux, D.E. White, B.J. Williams, A.H. Goldstein: A wind profiler trajectory tool for air quality transport applications, J. Geophys. Res. 111, D23S23 (2006)
B. Calpini, D. Ruffieux, J.-M. Bettems, C. Hug, P. Huguenin, H.-P. Isaak, P. Kaufmann, O. Maier, P. Steiner: Ground-based remote sensing profiling and numerical weather prediction model to manage nuclear power plants meteorological surveillance in Switzerland, Atmos. Meas. Tech. 4, 1617–1625 (2011)
A.B. White, M.L. Anderson, M.D. Dettinger, F.M. Ralph, A. Hinojsa, D.R. Cayan, R.K. Hartman, D.W. Reynolds, L.E. Johnson, T.L. Schneider, R. Cifelli, Z. Toth, S. Gutman, C. King, F. Gehrke, P. Johnston, C. Walls, D. Mann, D. Gottas, T. Coleman: A twenty-first-century California observing network for monitoring extreme weather events, J. Atmos. Ocean. Technol. 30, 1585–1603 (2013)
W.A. Monna, R.B. Chadwick: Remote-sensing of upper-air winds for weather forecasting: Wind-profiler radar, Bull. World Meteorol. Organ. 47, 124–132 (1998)
F. Bouttier: The use of profiler data at ECMWF, Meteorol. Z. 10(6), 497–510 (2001)
J.S. St-James, S. Laroche: Assimilation of wind profiler data in the Canadian Meteorological Centre's analysis system, J. Atmos. Ocean. Technol. 22, 1181–1194 (2005)
S. Soldatenko, C. Tingwell, P. Steinle, B.A. Kelly-Gerreyn: Assessing the impact of surface and upper-air observations on the forecast skill of the ACCESS numerical weather prediction model over Australia, Atmosphere 9(1), 23 (2018)
P. Clark, S. Gray: Sting jets in extratropical cyclones: A review, Q. J. R. Meteorol. Soc. 144, 943–969 (2018)
K. McCaffrey, L. Bianco, J.M. Wilczak: Improved observations of turbulence dissipation rates from wind profiling radars, Atmos. Meas. Tech. 10, 2595–2611 (2017)
L. Bianco, J.M. Wilczak: Convective boundary layer depth: Improved measurement by Doppler radar wind profiler using fuzzy logic methods, J. Atmos. Ocean. Technol. 19, 1745–1758 (2002)
L. Bianco, J.M. Wilczak, A.B. White: Convective boundary layer depth estimation from wind profilers: Statistical comparison between an automated algorithm and expert estimations, J. Atmos. Ocean. Technol. 25, 1397–1413 (2008)
T. Böhme, T. Hauf, V. Lehmann: Investigation of short-period gravity waves with the Lindenberg 482 MHz tropospheric wind profiler, Q. J. R. Meteorol. Soc. 130(603), 2933–2952 (2004)
T. Sakazaki, M. Fujuwara: Diurnal variations in lower-tropospheric wind over Japan part I: Observational results using the wind profiler network and data acquisition system (WINDAS), J. Meteorol. Soc. Jpn. 88(3), 325–347 (2010)
J. Bühl, R. Leinweber, U. Görsdorf, M. Radenz, A. Ansmann, V. Lehmann: Combined vertical-velocity observations with Doppler lidar, cloud radar and wind profiler, Atmos. Meas. Tech. 8(8), 3527–3536 (2015)
N. Weisshaupt, J. Arizaga, M. Maruri: The role of radar wind profilers in ornithology, Ibis 160, 516–527 (2017)
N. Weisshaupt, V. Lehmann, J. Arizaga, M. Maruri: Radar wind profilers and avian migration: A qualitative and quantitative assessment verified by thermal imaging and moon watching, Methods Ecol. Evol. 8, 1133–1145 (2017)
R. Rodgers, W. Ecklund, D. Carter, K. Gage, S. Ethier: Research applications of a boundary-layer wind profiler, Bull. Am. Meteorol. Soc. 74(4), 567–580 (1993)
S. Fukao: Recent advances in atmospheric radar study, J. Meteorol. Soc. Jpn. 85B, 215–239 (2007)
W.K. Hocking: A review of mesosphere-stratosphere-troposphere (MST) radar developments and studies, circa 1997-2008, J. Atmos. Sol. Terr. Phys. 73, 848–882 (2011)
R.J. Serafin, A.E. MacDonald, R.L. Gall: Transition of weather research to operations, Bull. Am. Meteorol. Soc. 83, 377–392 (2002)
National Research Council: From Research to Operations in Weather Satellites and Numerical Weather Prediction: Crossing the Valley of Death (The National Academies, Washington DC 2000)
S. Cheinet, P. Cumin: Local structure parameters of temperature and humidity in the entrainment-drying convective boundary layer: A large-eddy simulation analysis, J. Appl. Meteorol. Climatol. 50, 472–481 (2011)
K. Kamio, K. Nishimura, T. Sato: Adaptive sidelobe control for clutter rejection of atmospheric radars, Ann. Geophys. 22(11), 4005–4012 (2004)
T. Hashimoto, K. Nishimura, T. Sato: Adaptive sidelobe cancellation technique for atmospheric radars containing arrays with nonuniform gain, IEICE Trans. Commun. E99.B(12), 2583–2591 (2016)
M.K. Yamamoto, S. Kawamura, K. Nishimura: Facility implementation of adaptive clutter suppression to an existing wind profiler radar: First results, IEICE Commun. Express 6(9), 513–518 (2017)
K.S. Gage: Radar observations of the free atmosphere: Structure and dynamics. In: Radar in Meteorology, ed. by D. Atlas (Americal Meteorological Society, Boston 1990) pp. 534–565
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Lehmann, V., Brown, W. (2021). Radar Wind Profiler. In: Foken, T. (eds) Springer Handbook of Atmospheric Measurements. Springer Handbooks. Springer, Cham. https://doi.org/10.1007/978-3-030-52171-4_31
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