Errors and uncertainties in microwave link rainfall estimation explored using drop size measurements and high-resolution radar data

Journal of Hydrometeorology

Volumn 11, Issue 6, 2010, Pages 1330-1344

  Leijnse, Hidde ^a,c   Uijlenhoet, Remko ^b   Berne, Alexis ^b  

^a WAGENINGEN UNIVERSITY   (Netherlands)

^b EPFL   (Switzerland)

^c ROYAL NETHERLANDS METEOROLOGICAL INSTITUTE KNMI   (Netherlands)

Author keywords

Drop size distribution; Error analysis; Microwave observations; Radar observations; Rainfall

Indexed keywords

DOPPLER RADAR; ERROR ANALYSIS; HYPOTHESIS TESTING; MICROWAVE IMAGERY; POWER LAW; RAINDROP; RAINFALL; SIZE DISTRIBUTION; SPATIAL VARIATION; UNCERTAINTY ANALYSIS; WEATHER FORECASTING; WIND VELOCITY;

EID: 78651428689     PISSN: 1525755X     EISSN: None     Source Type: Journal    
DOI: 10.1175/2010JHM1243.1     Document Type: Article

References (52)

1. Andsager, K., K. V. Beard, and N. F. Laird, 1999: Laboratory measurements of axis ratios for large raindrops. J. Atmos. Sci., 56, 2673-2683.
2. Atlas, D., and C. W. Ulbrich, 1977: Path- and area-integrated rainfall measurement by microwave attenuation in the 1-3-cm band. J. Appl. Meteor., 16, 1322-1331.
3. Aydin, K., and S. E. A. Daisley, 2002: Relationships between rainfall rate and 35-GHz attenuation and differential attenuation: Modeling the effects of raindrop size distribution, canting, and oscillation. IEEE Trans. Geosci. Remote Sens., 40, 2343-2352.
4. Beard, K. V., 1976: Terminal velocity and shape of cloud and precipitation drops aloft. J. Atmos. Sci., 33, 851-864.
5. Berne, A., and R. Uijlenhoet, 2005: A stochastic model of range profiles of raindrop size distributions: Application to radar attenuation correction. Geophys. Res. Lett., 32, L10803, doi:10.1029/2004GL021899.
6. Berne, A., and R. Uijlenhoet, 2007: Path-averaged rainfall estimation using microwave links: Uncertainty due to spatial rainfall variability. Geophys. Res. Lett., 34, L07403, doi:10.1029/2007GL029409.
7. Berne, A., G. Delrieu, H. Andrieu, and J.-D. Creutin, 2004a: Influence of the vertical profile of reflectivity on radar-estimated rain rates at short time steps. J. Hydrometeor., 5, 296-310.
8. Berne, A., G. Delrieu, J.-D. Creutin, and C. Obled, 2004b: Temporal and spatial resolution of rainfall measurements required for urban hydrology. J. Hydrol., 299, 166-179.
9. Ciach, G. J., and W. F. Krajewski, 2006: Analysis and modelling of spatial correlation structure in small-scale rainfall in Central Oklahoma. Adv. Water Resour., 29, 1450-1463.
10. Czekala, H., S. Havemann, K. Schmidt, T. Rother, and C. Simmer, 1999: Comparison of microwave radiative transfer calculations obtained with three different approximations of hydrometeor shape. J. Quant. Spectrosc. Radiat. Transfer, 63, 545-558.
11. de Lannoy, G. J. M., N. E. C. Verhoest, and F. P. de Troch, 2005: Characteristics of rainstorms over a temperate region derived from multiple time series of weather radar images. J. Hydrol., 307, 126-144.
12. Grum, M., S. Krämer, H.-R. Verworn, and A. Redder, 2005: Combined use of point rain gauges, radar, microwave link, and level measurements in urban hydrological modelling. Atmos. Res., 77, 313-321.
13. Hitschfeld, W., and J. Bordan, 1954: Errors inherent in the radar measurement of rainfall at attenuating wavelengths. J. Meteor., 11, 58-67.
14. Holt, A. R., G. G. Kuznetsov, and A. R. Rahimi, 2003: Comparison of the use of dual-frequency and single-frequency attenuation for the measurement of rainfall along a microwave link. IEE Proc. Microwaves Antennas Propag., 15, 315-320.
15. Krämer, S., H.-R. Verworn, and A. Redder, 2005: Improvement of X-band radar rainfall estimates using a microwave link. Atmos. Res., 77, 278-299.
16. Kruger, A., and W. F. Krajewski, 2002: Two-dimensional video disdrometer: A description. J. Atmos. Oceanic Technol., 19, 602-617.
17. Leijnse, H., cited 2007: Hydrometeorological application of microwave links: Measurement of evaporation and precipitation. Ph.D. thesis, Wageningen University, 134 pp. [Available online at http://library.wur.nl/wda/dissertations/dis4353.pdf.]
18. Leijnse, H., R. Uijlenhoet, and J. N. M. Stricker, 2007a: Hydrometeorological application of a microwave link: 2. Precipitation. Water Resour. Res., 43, W04417, doi:10.1029/2006WR004989.
19. Leijnse, H., R. Uijlenhoet, and J. N. M. Stricker, 2007b: Rainfall measurement using radio links from cellular communication networks. Water Resour. Res., 43, W03201, doi:10.1029/2006WR005631.
20. Leijnse, H., R. Uijlenhoet, and J. N. M. Stricker, 2008: Microwave link rainfall estimation: Effects of link length and frequency, temporal sampling, power resolution, and wet antenna attenuation. Adv. Water Resour., 31, 1481-1493.
21. Leijnse, H., and Coauthors, 2010: Precipitation measurement at CESAR, the Netherlands. J. Hydrometeor., 11, 1332-1339.
22. Liebe, H. J., G. A. Hufford, and T. Manabe, 1991: A model for the complex permittivity of water at frequencies below 1 THz. Int. J. Infrared Millimeter Waves, 12, 659-675.
23. Ligthart, L. P., and L. R. Nieuwkerk, 1990: An X-band solid-state FM-CW weather radar. IEE Proc. F Radar Signal Processes, 137, 418-426.
24. Marshall, J. S., and W. M. Palmer, 1948: The distribution of raindrops with size. J. Meteor., 5, 165-166.
25. Messer, H. A., A. Zinevich, and P. Alpert, 2006: Environmental monitoring by wireless communication networks. Science, 312, 713.
26. Minda, H., and K. Nakamura, 2005: High temporal resolution pathaverage raingauge with 50-GHz band microwave. J. Atmos. Oceanic Technol., 22, 165-179.
27. Mishchenko, M. I., 2000: Calculation of the amplitude matrix for a nonspherical particle in a fixed orientation. Appl. Opt., 39, 1026-1031.
28. Mishchenko, M. I., L. D. Travis, and D. W. Mackowski, 1996: T-matrix computations of light scattering by nonspherical particles: a review. J. Quant. Spectrosc. Radiat. Transfer, 55, 535-575.
29. b relation in the calculation of rain attenuation. IEEE Trans. Antennas Propag., 26, 318-329.
30. Overeem, A., A. Buishand, and I. Holleman, 2008: Rainfall depth-duration-frequency curves and their uncertainties. J. Hydrol., 348, 124-134.
31. Overeem, A., A. Buishand, and I. Holleman, 2009a: Extreme rainfall analysis and estimation of depth-duration-frequency curves using weather radar. Water Resour. Res., 45, W10424, doi:10.1029/2009WR007869.
32. Overeem, A., I. Holleman, and A. Buishand, 2009b: Derivation of a 10-year radar-based climatology of rainfall. J. Appl. Meteor. Climatol., 48, 1448-1463.
33. Rahimi, A.R., A. R. Holt, G. J.G. Upton, and R. J. Cummings, 2003: The use of dual-frequency microwave links for measuring pathaveraged rainfall. J. Geophys. Res., 108, 4467, doi:10.1029/2002JD003202.
34. Rahimi, A.R., G. J.G. Upton, and A. R. Holt, 2004: Dual-frequency links- A complement to gauges and radar for the measurement of rain. J. Hydrol., 288, 3-12.
35. Rincon,R. F., andR.H. Lang, 2002:Microwave link dual-wavelength measurements of path-average attenuation for the estimation of drop size distributions and rainfall. IEEE Trans. Geosci. Remote Sens., 40, 760-770.
36. Ruf, C. S., K. Aydin, S. Mathur, and J. P. Bobak, 1996: 35-GHz dual-polarization propagation link for rain-rate estimation. J. Atmos. Oceanic Technol., 13, 419-425.
37. Schönhuber, M., H. Urban, J. P. V. Poiares Baptista, W. L. Randeu, and W. Riedler, 1994: Measurements of precipitation characteristics by a new disdrometer. Proc. Atmospheric Physics and Dynamics in the Analysis and Prognosis of Precipitation Fields, Rome, Italy.
38. Schuurmans, J. M., M. F. P. Bierkens, E. J. Pebesma, and R. Uijlenhoet, 2007: Automatic prediction of high-resolution daily rainfall fields for multiple extents: The potential of operational radar. J. Hydrometeor., 8, 1204-1224.
39. Sheppard, B. E., and P. I. Joe, 2000: Automated precipitation detection and typing in winter: A two-year study. J. Atmos. Oceanic Technol., 17, 1493-1507.
40. Thurai, M., and V. N. Bringi, 2005: Drop axis ratios from a 2D Video Disdrometer. J. Atmos. Oceanic Technol., 22, 966-978.
41. Tokay, A., P. G. Bashor, and K. R. Wolff, 2005: Error characteristics of rainfall measurements by collocated Joss-Waldvogel disdrometers. J. Atmos. Oceanic Technol., 22, 513-527.
42. Uijlenhoet, R., 1999: Parameterization of rainfall microstructure for radar meteorology and hydrology. Ph.D. thesis, Wageningen University, 279 pp.
43. Uijlenhoet, R., J. M. Porra', D. Sempere Torres, and J.-D. Creutin, 2006: Analytical solutions to sampling effects in drop size distribution measurements during stationary rainfall: Estimation of bulk rainfall variables. J. Hydrol., 328, 65-82.
44. Upton, G. J. G., A. R. Holt, R. J. Cummings, A. R. Rahimi, and J. W. F. Goddard, 2005: Microwave links: The future for urban rainfall measurement? Atmos. Res., 77, 300-312.
45. van de Beek, C. Z., H. Leijnse, J. N. M. Stricker, R. Uijlenhoet, and H. W. J. Russchenberg, 2010a: Performance of high-resolution X-band radar for rainfall measurement in the Netherlands. Hydrol. Earth Syst. Sci., 14, 205-221.
46. van de Beek, C. Z., H. Leijnse, P. J. J. F. Torfs, and R. Uijlenhoet, 2010b: Climatology of daily rainfall semivariance in the Netherlands. Hydrol. Earth Syst. Sci. Discuss., 7, 2085-2120.
47. van de Hulst, H. C., 1957: Light Scattering by Small Particles. John Wiley, 470 pp.
48. Waterman, P. C., 1965: Matrix formulation of electromagnetic scattering. Proc. IEEE, 53, 805.
49. Wessels, H. R. A., 1972: Measurements of raindrops in De Bilt (in Dutch). KNMI Tech. Rep. WR-72-6, R. 41 pp.
50. Wexler, R., and D. Atlas, 1963: Radar reflectivity and attenuation of rain. J. Appl. Meteor., 2, 276-280.
51. Zinevich, A., P. Alpert, and H. Messer, 2008: Estimation of rainfall fields using commercial microwave communication networks of variable density. Adv. Water Resour., 31, 1470-1480.
52. Zinevich, A., H. Messer, and P. Alpert, 2009: Frontal rainfall observation by a commercial microwave communication network. J. Appl. Meteor. Climatol., 48, 1317-1334.