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2017 | OriginalPaper | Chapter

13. Electromagnetic Scattering of Rainfall and Tropical Cyclones over Ocean

Authors : Feng Xu, Xiaofeng Li

Published in: Hurricane Monitoring With Spaceborne Synthetic Aperture Radar

Publisher: Springer Singapore

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Abstract

This chapter introduces a physics-based radiative transfer model to capture the scattering behavior of rainfall over a rough sea surface. Raindrops are modeled as Rayleigh scattering nonspherical particles, while the rain-induced rough surface is described by the Log-Gaussian ring-wave spectrum. The model is validated against both empirical models and measurements. A case study of collocated Envisat ASAR data and NEXRAD rain data is presented. To showcase the capability of the developed scattering model in studying cyclones, we use regional WRF weather model to simulate the Hurricane Hermine occurred in North America at September 2016. Finally, numerical analyses suggest that rain-related scattering becomes significant as compared to wind-related scattering when the frequency is above C-band, while the raindrop volumetric scattering becomes significant above X-band.

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Literature
1.
go back to reference Atlas, D. 1994. Footprints of storms on the sea: A view from spaceborne synthetic aperture radar. Journal of Geophysical Research: Oceans 99 (C4): 7961–7969.CrossRef Atlas, D. 1994. Footprints of storms on the sea: A view from spaceborne synthetic aperture radar. Journal of Geophysical Research: Oceans 99 (C4): 7961–7969.CrossRef
2.
go back to reference Melsheimer, C., W. Alpers, and M. Gade. 1998. Investigation of multifrequency multipolarization radar signatures of rain cells derived from sir-c/x-sar data. Journal of Geophysical Research 103 (C9): 18867–18884.CrossRef Melsheimer, C., W. Alpers, and M. Gade. 1998. Investigation of multifrequency multipolarization radar signatures of rain cells derived from sir-c/x-sar data. Journal of Geophysical Research 103 (C9): 18867–18884.CrossRef
3.
go back to reference Melsheimer, C., W. Alpers, and M. Gade. 2001. Simultaneous observations of rain cells over the ocean by the synthetic aperture radar aboard the ers satellites and by surfacebased weather radars. Journal of Geophysical Research: Oceans 106 (C3): 4665–4677.CrossRef Melsheimer, C., W. Alpers, and M. Gade. 2001. Simultaneous observations of rain cells over the ocean by the synthetic aperture radar aboard the ers satellites and by surfacebased weather radars. Journal of Geophysical Research: Oceans 106 (C3): 4665–4677.CrossRef
4.
go back to reference Li, X., et al. 2013. Tropical cyclone morphology from spaceborne synthetic aperture radar. Bulletin of the American Meteorological Society 94 (2): 215–230.CrossRef Li, X., et al. 2013. Tropical cyclone morphology from spaceborne synthetic aperture radar. Bulletin of the American Meteorological Society 94 (2): 215–230.CrossRef
5.
go back to reference Moore, R., et al. 1979. Preliminary study of rain effects on radar scattering from water surfaces. IEEE Journal of Oceanic Engineering 4 (1): 31–32.CrossRef Moore, R., et al. 1979. Preliminary study of rain effects on radar scattering from water surfaces. IEEE Journal of Oceanic Engineering 4 (1): 31–32.CrossRef
6.
go back to reference Contreras, R.F., et al. 2003. Effects of rain on Ku-band backscatter from the ocean. Journal of Geophysical Research: Oceans 108 (C5). Contreras, R.F., et al. 2003. Effects of rain on Ku-band backscatter from the ocean. Journal of Geophysical Research: Oceans 108 (C5).
7.
go back to reference Weissman, E., M.A. Bourassa, and J. Tongue. 2002. Effects of rain rate and wind magnitude on seawinds scatterometer wind speed errors. Journal of Atmospheric and Oceanic Technology 19: 738–746.CrossRef Weissman, E., M.A. Bourassa, and J. Tongue. 2002. Effects of rain rate and wind magnitude on seawinds scatterometer wind speed errors. Journal of Atmospheric and Oceanic Technology 19: 738–746.CrossRef
8.
go back to reference Contreras, R.F., and W.J. Plant. 2004. Ku band backscatter from the Cowlitz river: Bragg scattering with and without rain. IEEE Transactions on Geoscience and Remote Sensing 42 (7): 1444–1449.CrossRef Contreras, R.F., and W.J. Plant. 2004. Ku band backscatter from the Cowlitz river: Bragg scattering with and without rain. IEEE Transactions on Geoscience and Remote Sensing 42 (7): 1444–1449.CrossRef
9.
go back to reference Weissman, D.E., and M.A. Bourassa. 2008. Measurements of the effect of rain-induced sea surface roughness on the QuikSCAT scatterometer radar cross section. IEEE Transactions on Geoscience and Remote Sensing 46 (10): 2882–2894.CrossRef Weissman, D.E., and M.A. Bourassa. 2008. Measurements of the effect of rain-induced sea surface roughness on the QuikSCAT scatterometer radar cross section. IEEE Transactions on Geoscience and Remote Sensing 46 (10): 2882–2894.CrossRef
10.
go back to reference Stiles, B.W., and S.H. Yueh. 2002. Impact of rain on spaceborne ku-band wind scatterometer data. IEEE Transactions on Geoscience and Remote Sensing 40 (9): 1973–1983.CrossRef Stiles, B.W., and S.H. Yueh. 2002. Impact of rain on spaceborne ku-band wind scatterometer data. IEEE Transactions on Geoscience and Remote Sensing 40 (9): 1973–1983.CrossRef
11.
go back to reference Draper, D.W., and D.G. Long. 2004. Evaluating the effect of rain on SeaWinds scatterometer measurements. Journal of Geophysical Research 109 (C12). Draper, D.W., and D.G. Long. 2004. Evaluating the effect of rain on SeaWinds scatterometer measurements. Journal of Geophysical Research 109 (C12).
12.
go back to reference Nie, C., and D.G. Long. 2007. A C-band wind/rain backscatter model. IEEE Transactions on Geoscience and Remote Sensing 45 (3): 621–631.CrossRef Nie, C., and D.G. Long. 2007. A C-band wind/rain backscatter model. IEEE Transactions on Geoscience and Remote Sensing 45 (3): 621–631.CrossRef
13.
go back to reference Zhou, X., et al. 2012. Rain effect on C-band scatterometer wind measurement and its correction. Acta Physica Sinica 61 (14). Zhou, X., et al. 2012. Rain effect on C-band scatterometer wind measurement and its correction. Acta Physica Sinica 61 (14).
14.
go back to reference Nie, C., and D.G. Long. 2008. A C-band scatterometer simultaneous wind/rain retrieval method. IEEE Transactions on Geoscience and Remote Sensing 46 (11): 3618–3631.CrossRef Nie, C., and D.G. Long. 2008. A C-band scatterometer simultaneous wind/rain retrieval method. IEEE Transactions on Geoscience and Remote Sensing 46 (11): 3618–3631.CrossRef
15.
go back to reference Owen, M.P., and D.G. Long. 2011. Simultaneous wind and rain estimation for QuikSCAT at ultra-high resolution. IEEE Transactions on Geoscience and Remote Sensing 49 (6): 1865–1878.CrossRef Owen, M.P., and D.G. Long. 2011. Simultaneous wind and rain estimation for QuikSCAT at ultra-high resolution. IEEE Transactions on Geoscience and Remote Sensing 49 (6): 1865–1878.CrossRef
16.
go back to reference Tournadre, J., and Y. Quilfen. 2003. Impact of rain cell on scatterometer data: 1. theory and modeling. Journal of Geophysical Research: Oceans 108 (C7). Tournadre, J., and Y. Quilfen. 2003. Impact of rain cell on scatterometer data: 1. theory and modeling. Journal of Geophysical Research: Oceans 108 (C7).
17.
go back to reference Contreras, R.F., and W.J. Plant. 2006. Surface effect of rain on microwave backscatter from the ocean: Measurements and modeling. Journal of Geophysical Research: Oceans 111 (C8). Contreras, R.F., and W.J. Plant. 2006. Surface effect of rain on microwave backscatter from the ocean: Measurements and modeling. Journal of Geophysical Research: Oceans 111 (C8).
18.
go back to reference Wetzel, L.B. 1990. On the theory of electromagnetic scattering from a raindrop splash. Radio science 25 (6): 1183–1197.CrossRef Wetzel, L.B. 1990. On the theory of electromagnetic scattering from a raindrop splash. Radio science 25 (6): 1183–1197.CrossRef
19.
go back to reference Bliven, L.F., P.W. Sobieski, and C. Craeye. 1997. Rain generated ring-waves: measurements and modelling for remote sensing. International Journal of Remote Sensing 18 (11): 221–228.CrossRef Bliven, L.F., P.W. Sobieski, and C. Craeye. 1997. Rain generated ring-waves: measurements and modelling for remote sensing. International Journal of Remote Sensing 18 (11): 221–228.CrossRef
20.
go back to reference Alpers, W., and C. Melsheimer. 2005. Synthetic Aperture Radar Marine Users’ Manual, chapter Chapter 4 Rainfall. NOAA/NESDIS/STAR. Alpers, W., and C. Melsheimer. 2005. Synthetic Aperture Radar Marine Users’ Manual, chapter Chapter 4 Rainfall. NOAA/NESDIS/STAR.
21.
go back to reference Craeye, C., P. Sobieski, and L. Bliven. 1999. Radar signature of the sea surface perturbed by rain. Proceedings of IEEE 1999 International Geoscience and Remote Sensing Symposium, IGARSS’99, 1: 1374–1389. Craeye, C., P. Sobieski, and L. Bliven. 1999. Radar signature of the sea surface perturbed by rain. Proceedings of IEEE 1999 International Geoscience and Remote Sensing Symposium, IGARSS’99, 1: 1374–1389.
22.
go back to reference Lemaire, D., et al. 2002. Drop size effects on rain-generated ring-waves with a view to remote sensing applications. International Journal of Remote Sensing 23 (12): 2345–2357.CrossRef Lemaire, D., et al. 2002. Drop size effects on rain-generated ring-waves with a view to remote sensing applications. International Journal of Remote Sensing 23 (12): 2345–2357.CrossRef
23.
go back to reference Capolino, F., et al. 1998. EM models for evaluating rain perturbation on the NRCS of the sea surface observed near nadir. IEEE Proceedings-Radar, Sonar and Navigation 145: 4. Capolino, F., et al. 1998. EM models for evaluating rain perturbation on the NRCS of the sea surface observed near nadir. IEEE Proceedings-Radar, Sonar and Navigation 145: 4.
24.
go back to reference Kudryavtsev, V.N., V.K. Makin, and B. Chapron. 1999. Coupled sea surface-atmosphere model: 2. spectrum of short wind waves. Journal of Geophysical Research: Oceans 104 (C4): 7625–7639.CrossRef Kudryavtsev, V.N., V.K. Makin, and B. Chapron. 1999. Coupled sea surface-atmosphere model: 2. spectrum of short wind waves. Journal of Geophysical Research: Oceans 104 (C4): 7625–7639.CrossRef
25.
go back to reference Bringer, B.C., A. Mouche, and C.A. Guerin. 2014. Revisiting the short-wave spectrum of the sea surface in the light of the weighted curvature approximation. IEEE Transactions on Geoscience and Remote Sensing 52 (1): 679–689.CrossRef Bringer, B.C., A. Mouche, and C.A. Guerin. 2014. Revisiting the short-wave spectrum of the sea surface in the light of the weighted curvature approximation. IEEE Transactions on Geoscience and Remote Sensing 52 (1): 679–689.CrossRef
26.
go back to reference Portabella, M., et al. 2012. Rain effects on ASCAT-retrieved winds: toward an improved quality control. IEEE Transactions on Geoscience and Remote Sensing 50 (7): 2495–2506.CrossRef Portabella, M., et al. 2012. Rain effects on ASCAT-retrieved winds: toward an improved quality control. IEEE Transactions on Geoscience and Remote Sensing 50 (7): 2495–2506.CrossRef
27.
go back to reference Xu, F., et al. 2015. A backscattering model of rainfall over rough sea surface for synthetic aperture radar. IEEE Transactions on Geoscience and Remote Sensing 53 (6): 3042–3054.CrossRef Xu, F., et al. 2015. A backscattering model of rainfall over rough sea surface for synthetic aperture radar. IEEE Transactions on Geoscience and Remote Sensing 53 (6): 3042–3054.CrossRef
28.
go back to reference Fung, K., and K.K. Lee. 1982. A semi-empirical sea-spectrum model for scattering coefficient estimation. IEEE Journal of Oceanic Engineering OE–7 (4): 166–176.CrossRef Fung, K., and K.K. Lee. 1982. A semi-empirical sea-spectrum model for scattering coefficient estimation. IEEE Journal of Oceanic Engineering OE–7 (4): 166–176.CrossRef
29.
go back to reference Xu, F., and Y.Q. Jin. 2006. Imaging simulation of polarimetric SAR for a comprehensive terrain scene using the mapping and projection algorithm. IEEE Transactions on Geoscience and Remote Sensing 44 (11): 3219–3234.CrossRef Xu, F., and Y.Q. Jin. 2006. Imaging simulation of polarimetric SAR for a comprehensive terrain scene using the mapping and projection algorithm. IEEE Transactions on Geoscience and Remote Sensing 44 (11): 3219–3234.CrossRef
30.
go back to reference Fung, A.K., and K. Chen. 2010. Microwave scattering and emission models for users. Boston: Artech House. Fung, A.K., and K. Chen. 2010. Microwave scattering and emission models for users. Boston: Artech House.
31.
go back to reference Jin, Y.Q., and F. Xu. 2013. Polarimetric Scattering and SAR Information Retrieval. New York: Wiley-IEEE.CrossRef Jin, Y.Q., and F. Xu. 2013. Polarimetric Scattering and SAR Information Retrieval. New York: Wiley-IEEE.CrossRef
32.
go back to reference Ishimaru, A., et al. 1982. Multiple scattering calculations of rain effects. Radio Science 17 (6): 1425–1433.CrossRef Ishimaru, A., et al. 1982. Multiple scattering calculations of rain effects. Radio Science 17 (6): 1425–1433.CrossRef
33.
go back to reference Czekala, H., and C. Simmer. 1998. Microwave radiative transfer with nonspherical precipitating hydrometeors. Journal of Quantitative Spectroscopy and Radiative Transfer 60 (3): 365–374.CrossRef Czekala, H., and C. Simmer. 1998. Microwave radiative transfer with nonspherical precipitating hydrometeors. Journal of Quantitative Spectroscopy and Radiative Transfer 60 (3): 365–374.CrossRef
34.
go back to reference Jin, Y.Q. 1993. Electromagnetic Scattering Modeling for Quantitative Remote Sensing. Singapore: World Scientific. Jin, Y.Q. 1993. Electromagnetic Scattering Modeling for Quantitative Remote Sensing. Singapore: World Scientific.
35.
go back to reference Chuang, C., and K.V. Beard. 1990. A numerical model for the equilibrium shape of electrified raindrop. Journal of the Atmospheric Sciences 47 (11): 1374–1389.CrossRef Chuang, C., and K.V. Beard. 1990. A numerical model for the equilibrium shape of electrified raindrop. Journal of the Atmospheric Sciences 47 (11): 1374–1389.CrossRef
36.
go back to reference Chen, K.S., A.K. Fung, and D.A. Weissman. 1992. A backscattering model for ocean surface. IEEE Transactions on Geoscience and Remote Sensing 30: 4.CrossRef Chen, K.S., A.K. Fung, and D.A. Weissman. 1992. A backscattering model for ocean surface. IEEE Transactions on Geoscience and Remote Sensing 30: 4.CrossRef
37.
go back to reference Apel, J.R. 1994. An improved model of the ocean surface wave vector spectrum and its effects on radar backscatter. Journal of Geophysical Research: Oceans 99 (C3): 16269–16291.CrossRef Apel, J.R. 1994. An improved model of the ocean surface wave vector spectrum and its effects on radar backscatter. Journal of Geophysical Research: Oceans 99 (C3): 16269–16291.CrossRef
38.
go back to reference Elfouhaily, T., et al. 1997. A unified directional spectrum for long and short wind-driven waves. Journal of Geophysical Research 102 (C7): 811–817.CrossRef Elfouhaily, T., et al. 1997. A unified directional spectrum for long and short wind-driven waves. Journal of Geophysical Research 102 (C7): 811–817.CrossRef
39.
go back to reference Petty, G.W. 2001. Physical and microwave radiative properties of precipitating clouds. part ii: A parametric 1d rain-cloud model for use in microwave radiative transfer simulations. Journal of Applied Meteorology 40 (12): 2115–2129.CrossRef Petty, G.W. 2001. Physical and microwave radiative properties of precipitating clouds. part ii: A parametric 1d rain-cloud model for use in microwave radiative transfer simulations. Journal of Applied Meteorology 40 (12): 2115–2129.CrossRef
40.
go back to reference Hersbach, H., A. Stoffelen, and S. de Haan. 2007. An Improved C-band scatterometer ocean geophysical model function: CMOD5. Journal of Geophysical Research: Oceans 112 (C3). Hersbach, H., A. Stoffelen, and S. de Haan. 2007. An Improved C-band scatterometer ocean geophysical model function: CMOD5. Journal of Geophysical Research: Oceans 112 (C3).
42.
go back to reference R. Thompson, T. M. Elfouhaily, and B. Chapron. 1998. Polarization ratio for microwave backscattering from the ocean surface at low to moderate incidence angles. 1998 IEEE International Geoscience and Remote Sensing Symposium Proceedings, 1998. IGARSS’98., 3:1671–1673. R. Thompson, T. M. Elfouhaily, and B. Chapron. 1998. Polarization ratio for microwave backscattering from the ocean surface at low to moderate incidence angles. 1998 IEEE International Geoscience and Remote Sensing Symposium Proceedings, 1998. IGARSS’98., 3:1671–1673.
43.
go back to reference Mouche, A., et al. 2012. On the use of doppler shift for sea surface wind retrieval from sar. IEEE Transactions on Geoscience and Remote Sensing 50 (7): 2901–2909.CrossRef Mouche, A., et al. 2012. On the use of doppler shift for sea surface wind retrieval from sar. IEEE Transactions on Geoscience and Remote Sensing 50 (7): 2901–2909.CrossRef
Metadata
Title
Electromagnetic Scattering of Rainfall and Tropical Cyclones over Ocean
Authors
Feng Xu
Xiaofeng Li
Copyright Year
2017
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-2893-9_13

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