Pengaruh koreksi atenuasi radar cuaca terhadap perhitungan estimasi curah hujan di Jawa Timur

https://doi.org/10.22146/teknosains.53452

Ahmad Kosasih(1*), Hartono Hartono(2), Retnadi Heru Jatmiko(3)

(1) Fakultas Geografi, Universitas Gadjah Mada
(2) Fakultas Geografi, Universitas Gadjah Mada
(3) Fakultas Geografi, Universitas Gadjah Mada
(*) Corresponding Author

Abstract


Rainfall estimation using band C weather radar creates uncertainty in the results of its estimation accuracy. The cause is meteorological and non-meteorological disturbances that affect the reflectivity raw data (dBz), one of which is attenuation due to rain, especially with heavy and very heavy intensity. This study aims to evaluate the attenuation correction ability of the reflectivity raw data generated by the weather radar against the calculation of rainfall estimates at the Juanda Sidoarjo Meteorological Station, as well as the best attenuation correction coefficient to be applied in the processing of rainfall estimates by weather radar. The method used to perform attenuation correction is Z-based attenuation correction (ZATC). The calculation of attenuation correction using the ZATC method uses several α and β coefficients while the Z-R relation (Z = 200R1.6) is used to calculate the estimated rainfall before and after attenuation correction. The results showed that the attenuation correction of the C band weather radar reflectivity raw data was able to provide an increase in the accuracy of rainfall estimation where in the estimation of rainfall from a weather radar without the attenuation correction stage of the raw data, an accuracy value of 70.8% was obtained, while applying the attenuation correction using several The α and β coefficients obtained an increase in the accuracy of rainfall estimation between 72.5% to 86.9%. The best α and β coefficients for attenuation correction of weather radar reflectivity (dBz) can be applied in obtaining a more accurate rainfall estimate, namely the α and β coefficients according to Krämer and Verworn which are able to provide an increase in the accuracy of rainfall estimation by 16.1%.


Keywords


Remote sensing; Weather radar; Attenuation; Rainfall; Reflectivity

Full Text:

PDF


References

Atlas, D. and Ulbrich, C. W. (1977) ‘Path and Area Integrated Rainfall Measurement by Microwave Attenuation 1-3 cm Band’, Journal of Applied Meteorology, 16(12), pp. 1322–1331.

Badan Meteorologi Klimatologi dan Geofisika (2010) ‘Press Release Kondisi Cuaca Ekstrim dan Iklim Tahun 2010 - 2011’. Jakarta, p. 53.

Bringi, V. N. et al. (1990) ‘An Examination of Propagation Effects in Rainfall on Radar Measurements at Microwave Frequencies’, Journal of Atmospheric and Oceanic Technology, 7(12), pp. 829–840.

Bringi, V. N., Keenan, T. D. and Chandrasekar, V. (2001) ‘Correcting C-Band Radar Reflectivity and Differential Reflectivity Data for Rain Attenuation : A Self-Consistent Method With Constraints’, IEEE Transaction on Geoscience and Remote Sensing, 39(9), pp. 1906–1915.

Friedrich, K., Hagen, M. and Einfalt, T. (2006) ‘A Quality Control Concept for Radar Reflectivity, Polarimetric Parameters, and Doppler Velocity’, Journal of Atmospheric and Oceanic Technology, 23(7), pp. 865–887.

Fukao, S. and Hamazu, K. (2014) Radar for Meteorological and Atmospheric. First. Tokyo, Jepang: Springer. doi: 10.1007/978-4-431-54334-3.

G. Park, S. et al. (2005) ‘Correction of Radar Reflectivity and Differential Reflectivity for Rain Attenuation at X Band . Part I : Theoretical and Empirical Basis’, Journal of Atmospheric and Oceanic Technology, 22(11), pp. 1621–1632.

Gabella, M. and Notarpietro, R. (2002) ‘Ground clutter characterization and elimination in mountainous terrain’, in Proceedings of ERAD, pp. 305–311.

Hannesen, R. and Loffler-Mang, M. (1998) ‘Improvements of quantitative rain measurements with a C-band Doppler radar through consideration of orographically induced partial beam screening’, Proc. Cost 75 Seminar, pp. 511–519.

Hardaker, P. J., Holt, A. R. and Collier, C. G. (1995) ‘A melting-layer model and its use in correcting for the bright band in single-polarization radar echoes’, Quarterly Journal of the Royal Meteorological Society, 121, pp. 495–525. doi: 551.501.81:551.574.14.

Harrison, D. L., Driscoll, S. J. and Kitchen, M. (2000) ‘Improving Precipitation Estimates from Weather Radar using Quality Control and Correction Techniques’, Meteorological Applications, 6, pp. 135–144.

Hitschfeld, W. and Bordan, J. (1954) ‘Errors Inherent in The Radar Measurement of Rainfall at Attenuating Wavelengths’, Journal of Meteorology, 11(02), pp. 58–67.

Hubbert, J. C., Dixon, M. and Ellis, S. M. (2009) ‘Weather Radar Ground Clutter . Part II : Real-Time Identification and Filtering’, Journal of Atmospheric and Oceanic Technology, 26(7), pp. 1181–1197. doi: 10.1175/2009JTECHA1160.1.

Jacobi, S. and Heistermann, M. (2016) ‘Benchmarking attenuation correction procedures for six years of single-polarized C-band weather radar observations in South-West Germany’, Geomatics, Natural Hazard And Risk. Taylor & Francis, 7, pp. 1785–1799. doi: 10.1080/19475705.2016.1155080.

Kitchen, M., Brown, R. and Davies, A. G. (1994) ‘Real-time correction of weather radar data for the effects of bright band , range and orographic growth in widespread precipitation’, Quarterly Journal of the Royal Meteorological Society, 120, pp. 1231–1254. doi: 551.501.777:551.501.81:551.577.51:681.2.08.

Krämer, S. and Verworn, H. R. (2008) ‘Improved C-band radar data processing for real time control of urban drainage systems’, in 11th International Conference on Urban Drainage. Edinburgh, Scotland, p. 10.

Mori, K. (2003) Hidrologi untuk Pengairan. Kesembilan. Edited by S. Sosrodarsono and K. Takeda. Jakarta: Pradnya Paramita.

Munawar (2016) Pemodelan Spasiotemporal Prediksi Curah Hujan Ekstrem Berdasarkan Integrasi Data Radar Dan Satelit Cuaca Di Provinsi Jawa Timur. Gadjah Mada.

Olsen, R. L., Rogers, D. V. and Hodge, D. B. (1978) ‘The aRb Relation in the Calculation of Rain Attenuation’, IEEE Transactions on Antennas and Propagation, AP-26(03), pp. 318–329. doi: 0018-926X/78/0300-0318 $00.75.

Rauber, R. M. and Nesbitt, S. W. (2018) Radar Meteorology. First. Chichester, UK: John Wiley & Sons Ltd.

Rico-ramirez, M. A. (2012) ‘Adaptive Attenuation Correction Techniques for C-Band Polarimetric Weather Radars’, IEEE Transaction on Geoscience and Remote Sensing, 50(12), pp. 5061–5071. doi: 10.1109/TGRS.2012.2195228.

Rinehart, R. E. (2004) Radar For Meteorologists. Fourth. Columbia, USA: Rinehart Publications.

Skolnik, M. (2008) Radar Hand Book. Third. Edited by J. Walden. New York: The McGraw-Hill Companies.

Smith, J. C. (1986) ‘The Reduction of Error Caused by Bright Band in Quantitative Rainfall Measurements Made Using Radar’, Journal of Atmospheric and Oceanic Technology, 3(March 1986), pp. 129–141.

Wardoyo, E. (2015) ‘Radar Meteorologi : Pengantar Analisis Citra Radar Cuaca’. Jakarta, p. 315.

World Meteorological Organization (WMO) (2017) WMO No. 8 Guide to Meteorological Instruments and Methods of Observation. 2014th edn. Geneva, Switzerland: Chairperson, Publications Board World Meteorological Organization (WMO).



DOI: https://doi.org/10.22146/teknosains.53452

Article Metrics

Abstract views : 1853 | views : 2539

Refbacks

  • There are currently no refbacks.




Copyright (c) 2021 Ahmad Kosasih

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.




Copyright © 2024 Jurnal Teknosains     Submit an Article        Tracking Your Submission


Editorial Policies       Publishing System       Copyright Notice       Site Map       Journal History      Visitor Statistics     Abstracting & Indexing