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Volumn 52, Issue 2, 2014, Pages 858-869

Discrimination of water surfaces, heavy rainfall, and wet snow using COSMO-SkyMed observations of severe weather events

Author keywords

COSMO SkyMed; Floods; Heavy rain; Snow; Synthetic aperture radar (SAR)

Indexed keywords

ALGORITHMS; FLOODS; FUZZY LOGIC; GEOMETRICAL OPTICS; METEOROLOGICAL RADAR; RAIN; SNOW; WEATHER FORECASTING; WEATHER INFORMATION SERVICES;

EID: 84898599945     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/TGRS.2013.2244606     Document Type: Article
Times cited : (68)

References (36)
  • 1
    • 33747198062 scopus 로고    scopus 로고
    • Envisat multi-polarized ASAR data for flood mapping
    • DOI 10.1080/01431160500486724, PII N577J0M44103PX08
    • J. B. Henry, P. Chastanet, K. Fellah, and Y. L. Desnos, "ENVISAT multipolarised ASAR data for flood mapping," Int. J. Remote Sens., vol. 27, no. 10, pp. 1921-1929, May 2006. (Pubitemid 44226599)
    • (2006) International Journal of Remote Sensing , vol.27 , Issue.10 , pp. 1921-1929
    • Henry, J.-B.1    Chastanet, P.2    Fellah, K.3    Desnos, Y.-L.4
  • 2
    • 0035840355 scopus 로고    scopus 로고
    • Flood boundary delineation from synthetic aperture radar imagery using a statistical active contour model
    • M. S. Horritt, D. C. Mason, and A. J. Luckman, "Flood boundary delineation from synthetic aperture radar imagery using a statistical active contour model," Int. J. Remote Sens., vol. 22, no. 13, pp. 2489-2507, 2001. (Pubitemid 32760701)
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.13 , pp. 2489-2507
    • Horritt, M.S.1    Mason, D.C.2    Luckman, A.J.3
  • 3
    • 76249130100 scopus 로고    scopus 로고
    • Toward operational near real-time flood detection using a split-based automatic thresholding procedure on high resolution TerraSAR-X data
    • Mar
    • S. Martinis, A. Twele, and S. Voigt, "Toward operational near real-time flood detection using a split-based automatic thresholding procedure on high resolution TerraSAR-X data," Nat. Hazards Earth Syst. Sci., vol. 9, no. 2, pp. 303-314, Mar. 2009.
    • (2009) Nat. Hazards Earth Syst. Sci. , vol.9 , Issue.2 , pp. 303-314
    • Martinis, S.1    Twele, A.2    Voigt, S.3
  • 4
    • 79952131805 scopus 로고    scopus 로고
    • Toward an automated SAR-based flood monitoring system: Lessons learned from two case studies
    • P. Matgen, R. Hostache, G. J.-P. Schumann, L. Pfister, L. Hoffmann, and H. H. G. Savenjie, "Toward an automated SAR-based flood monitoring system: Lessons learned from two case studies," Phys. Chem. Earth, vol. 36, nos. 7-8, pp. 241-252, 2011.
    • (2011) Phys. Chem. Earth , vol.36 , Issue.7-8 , pp. 241-252
    • Matgen, P.1    Hostache, R.2    Schumann, G.J.-P.3    Pfister, L.4    Hoffmann, L.5    Savenjie, H.H.G.6
  • 6
    • 84864288441 scopus 로고    scopus 로고
    • Near real-time flood detection in urban and rural areas using high resolution 842 synthetic aperture radar images
    • Aug
    • D. C. Mason, I. J. Davenport, J.C. Neal, G. J.-P. Schumann, and P. D. Bates, "Near real-time flood detection in urban and rural areas using high resolution 842 synthetic aperture radar images," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 8, pp. 3041-3052, Aug. 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.8 , pp. 3041-3052
    • Mason, D.C.1    Davenport, I.J.2    Neal, J.C.3    Schumann, G.J.-P.4    Bates, P.D.5
  • 8
    • 84858073414 scopus 로고    scopus 로고
    • Analysis and interpretation of the COSMO-SkyMed observations of the 2011 Japan Tsunami
    • May
    • M. Chini, L. Pulvirenti, and N. Pierdicca, "Analysis and interpretation of the COSMO-SkyMed observations of the 2011 Japan Tsunami," IEEE Geosci. Remote Sens. Lett., vol. 9, no. 3, pp. 467-471, May 2012.
    • (2012) IEEE Geosci. Remote Sens. Lett. , vol.9 , Issue.3 , pp. 467-471
    • Chini, M.1    Pulvirenti, L.2    Pierdicca, N.3
  • 9
    • 79951862564 scopus 로고    scopus 로고
    • Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation
    • Apr
    • L. Pulvirenti, M. Chini, N. Pierdicca, L. Guerriero, and P. Ferrazzoli, "Flood monitoring using multi-temporal COSMO-SkyMed data: Image segmentation and signature interpretation," Remote Sens. Environ., vol. 115, no. 4, pp. 990-1002, Apr. 2011.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.4 , pp. 990-1002
    • Pulvirenti, L.1    Chini, M.2    Pierdicca, N.3    Guerriero, L.4    Ferrazzoli, P.5
  • 10
    • 76349116707 scopus 로고    scopus 로고
    • Evidence of rainfall signatures on X-band synthetic aperture radar imagery over land
    • Feb
    • F. S. Marzano, S. Mori, and J. A. Weinman, "Evidence of rainfall signatures on X-band synthetic aperture radar imagery over land," IEEE Trans. Geosci. Rem. Sensing, vol. 48, no. 2, pp. 950-964, Feb. 2010.
    • (2010) IEEE Trans. Geosci. Rem. Sensing , vol.48 , Issue.2 , pp. 950-964
    • Marzano, F.S.1    Mori, S.2    Weinman, J.A.3
  • 11
    • 56849133021 scopus 로고    scopus 로고
    • Inversion of spaceborne X-band synthetic aperture radar measurements for precipitation remote sensing over land
    • Nov
    • F. S. Marzano and J. A. Weinman, "Inversion of spaceborne X-band synthetic aperture radar measurements for precipitation remote sensing over land," IEEE Trans. Geosci. Rem. Sens., vol. 46, no. 11, pp. 3472-3487, Nov. 2008.
    • (2008) IEEE Trans. Geosci. Rem. Sens. , vol.46 , Issue.11 , pp. 3472-3487
    • Marzano, F.S.1    Weinman, J.A.2
  • 12
    • 79952667691 scopus 로고    scopus 로고
    • Potential of high-resolution detection and retrieval of precipitation fields from X-band spaceborne synthetic aperture radar over land
    • Mar
    • F. S. Marzano, S. Mori, M. Chini, L. Pulvirenti, N. Pierdicca, M. Montopoli, and J. A. Weinman, "Potential of high-resolution detection and retrieval of precipitation fields from X-band spaceborne synthetic aperture radar over land," Hydrol. Earth Syst. Sci., vol. 15, no. 3, pp. 859-875, Mar. 2011.
    • (2011) Hydrol. Earth Syst. Sci. , vol.15 , Issue.3 , pp. 859-875
    • Marzano, F.S.1    Mori, S.2    Chini, M.3    Pulvirenti, L.4    Pierdicca, N.5    Montopoli, M.6    Weinman, J.A.7
  • 14
    • 73249115738 scopus 로고    scopus 로고
    • Simulating topographic effects on spaceborne radiometric observations between L and X frequency bands
    • Jan
    • N. Pierdicca, L. Pulvirenti, and F. S. Marzano, "Simulating topographic effects on spaceborne radiometric observations between L and X frequency bands," IEEE Trans. Geosci. Remote Sens., vol. 48, no. 1, pp. 273-282, Jan. 2010.
    • (2010) IEEE Trans. Geosci. Remote Sens. , vol.48 , Issue.1 , pp. 273-282
    • Pierdicca, N.1    Pulvirenti, L.2    Marzano, F.S.3
  • 15
    • 84870671649 scopus 로고    scopus 로고
    • Observing floods from space: Experience gained from COSMOSkyMed observations
    • Mar.-Apr
    • N. Pierdicca, L. Pulvirenti, M. Chini, L. Guerriero, and L. Candela, "Observing floods from space: Experience gained from COSMOSkyMed observations," Acta Astron., vol. 84, pp. 122-133, Mar.-Apr. 2013.
    • (2013) Acta Astron. , vol.84 , pp. 122-133
    • Pierdicca, N.1    Pulvirenti, L.2    Chini, M.3    Guerriero, L.4    Candela, L.5
  • 16
    • 56849093382 scopus 로고    scopus 로고
    • Comparing scatterometric and radiometric simulations with geophysical model functions to tune a sea wave spectrum model
    • Nov
    • N. Pierdicca and L. Pulvirenti, "Comparing scatterometric and radiometric simulations with geophysical model functions to tune a sea wave spectrum model," IEEE Trans. Geosci. Remote Sens., vol. 46, no. 10, pp. 3756-3767, Nov. 2008.
    • (2008) IEEE Trans. Geosci. Remote Sens. , vol.46 , Issue.10 , pp. 3756-3767
    • Pierdicca, N.1    Pulvirenti, L.2
  • 17
    • 0023999614 scopus 로고
    • Fuzzy logic
    • Apr
    • L. A. Zadeh, "Fuzzy logic," IEEE Comput., vol. 1, no. 4, pp. 83-93, Apr. 1988.
    • (1988) IEEE Comput. , vol.1 , Issue.4 , pp. 83-93
    • Zadeh, L.A.1
  • 18
    • 0036680705 scopus 로고    scopus 로고
    • A generic fuzzy rule based image segmentation algorithm
    • DOI 10.1016/S0167-8655(02)00069-7, PII S0167865502000697
    • G. C. Karmakar and L. Dooley, "A generic fuzzy rule based image segmentation algorithm," Pattern Recognit. Lett., vol. 23, no. 10, pp. 1215-1227, 2002. (Pubitemid 34527813)
    • (2002) Pattern Recognition Letters , vol.23 , Issue.10 , pp. 1215-1227
    • Karmakar, G.C.1    Dooley, L.S.2
  • 19
    • 48749085864 scopus 로고    scopus 로고
    • Integrating physical and topographic information into a fuzzy scheme to map flooded area by SAR
    • N. Pierdicca, M. Chini, L. Pulvirenti, and F. Macina, "Integrating physical and topographic information into a fuzzy scheme to map flooded area by SAR," Sensors, vol. 8, no. 7, pp. 4151-4164, 2008.
    • (2008) Sensors , vol.8 , Issue.7 , pp. 4151-4164
    • Pierdicca, N.1    Chini, M.2    Pulvirenti, L.3    MacIna, F.4
  • 20
    • 79951874665 scopus 로고    scopus 로고
    • An algorithm for operational flood mapping from synthetic aperture radar (SAR) data based on the fuzzy logic
    • L. Pulvirenti, N. Pierdicca, M. Chini, and L. Guerriero, "An algorithm for operational flood mapping from synthetic aperture radar (SAR) data based on the fuzzy logic," Natural Hazards Earth Syst. Sci., vol. 11, no. 2, pp. 529-540, 2011.
    • (2011) Natural Hazards Earth Syst. Sci. , vol.11 , Issue.2 , pp. 529-540
    • Pulvirenti, L.1    Pierdicca, N.2    Chini, M.3    Guerriero, L.4
  • 22
    • 34249812110 scopus 로고    scopus 로고
    • A split-based approach to unsupervised change detection in large-size multitemporal images: Application to tsunami-damage assessment
    • Jun
    • F. Bovolo and L. Bruzzone, "A split-based approach to unsupervised change detection in large-size multitemporal images: Application to tsunami-damage assessment," IEEE Trans. Geosci. Rem. Sens., vol. 45, no. 6, pp. 1658-1670, Jun. 2007.
    • (2007) IEEE Trans. Geosci. Rem. Sens. , vol.45 , Issue.6 , pp. 1658-1670
    • Bovolo, F.1    Bruzzone, L.2
  • 23
    • 1842481555 scopus 로고    scopus 로고
    • Quantitative retrieval of soil moisture content and surface roughness from multipolarized radar observations of bare soil surfaces
    • Mar
    • Y. Oh, "Quantitative retrieval of soil moisture content and surface roughness from multipolarized radar observations of bare soil surfaces," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 3, pp. 596-601, Mar. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.3 , pp. 596-601
    • Oh, Y.1
  • 25
    • 80255132701 scopus 로고    scopus 로고
    • Evaluation of radar backscattering models IEM, Oh, and Dubois for SAR data in X-band over bare soils
    • Nov
    • N. Baghdadi, E. Saba, M. Aubert, M. Zribi, and F. Baup, "Evaluation of radar backscattering models IEM, Oh, and Dubois for SAR data in X-band over bare soils," IEEE Geosci. Remote Sens. Lett., vol. 8, no. 6, pp. 1160-1164, Nov. 2011.
    • (2011) IEEE Geosci. Remote Sens. Lett. , vol.8 , Issue.6 , pp. 1160-1164
    • Baghdadi, N.1    Saba, E.2    Aubert, M.3    Zribi, M.4    Baup, F.5
  • 26
    • 78650890354 scopus 로고    scopus 로고
    • Unsupervised extraction of floodinduced backscatter changes in SAR data using Markov image modeling on irregular graphs
    • Jan
    • S. Martinis, A. Twele, and S. Voigt, "Unsupervised extraction of floodinduced backscatter changes in SAR data using Markov image modeling on irregular graphs," IEEE Trans. Geosci. Remote Sens., vol. 49, no. 1, pp. 251-263, Jan. 2011.
    • (2011) IEEE Trans. Geosci. Remote Sens. , vol.49 , Issue.1 , pp. 251-263
    • Martinis, S.1    Twele, A.2    Voigt, S.3
  • 27
    • 0018306059 scopus 로고
    • Threshold selection method from gray-level histograms
    • N. Otsu, "A threshold selection method from gray-level histograms," IEEE Trans. Syst. Man Cybern., vol. 9, no. 1, pp. 62-66, Jan. 1979. (Pubitemid 9413341)
    • (1979) IEEE Trans Syst Man Cybern , vol.SMC-9 , Issue.1 , pp. 62-66
    • Otsu Nobuyuki1
  • 28
    • 34548225367 scopus 로고    scopus 로고
    • Detection and discrimination between oil spills and look-alike phenomena through neural networks
    • DOI 10.1016/j.isprsjprs.2007.05.003, PII S0924271607000421
    • K. Topouzelis, V. Karathanassi, P. Pavlakis, and D. Rokos, "Detection and discrimination between oil spills and look-alike phenomena through neural networks," ISPRS J. Photogram. Remote Sens., vol. 62, no. 4, pp. 264-270, 2007. (Pubitemid 47333072)
    • (2007) ISPRS Journal of Photogrammetry and Remote Sensing , vol.62 , Issue.4 , pp. 264-270
    • Topouzelis, K.1    Karathanassi, V.2    Pavlakis, P.3    Rokos, D.4
  • 30
    • 0025570959 scopus 로고
    • Radar detection of flooding beneath the forest canopy: A review
    • L. L. Hess, J. M. Melack, and D. S. Simonett, "Radar detection of flooding beneath the forest canopy: A review," Int. J. Remote Sens., vol. 11, no. 7, pp. 1313-1325, 1990.
    • (1990) Int. J. Remote Sens. , vol.11 , Issue.7 , pp. 1313-1325
    • Hess, L.L.1    Melack, J.M.2    Simonett, D.S.3
  • 31
    • 84881037964 scopus 로고    scopus 로고
    • Monitoring flood evolution in vegetated areas using COSMO-SkyMed Data: The tuscany 2009 case study
    • Aug
    • L. Pulvirenti, N. Pierdicca, M. Chini, and L. Guerriero, "Monitoring flood evolution in vegetated areas using COSMO-SkyMed Data: The tuscany 2009 case study," IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens., vol. 6, no. 4, pp. 1807-1816, Aug. 2013.
    • (2013) IEEE J. Sel. Topics Appl. Earth Observ. Remote Sens. , vol.6 , Issue.4 , pp. 1807-1816
    • Pulvirenti, L.1    Pierdicca, N.2    Chini, M.3    Guerriero, L.4
  • 33
    • 0029667341 scopus 로고    scopus 로고
    • Automated mapping of montane snow cover at subpixel resolution from the Landsat thematic mapper
    • Jan
    • W. Rosenthal and J. Dozier, "Automated mapping of montane snow cover at subpixel resolution from the Landsat thematic mapper," Water Resour. Res., vol. 32, no. 1, pp. 115-130, Jan. 1996.
    • (1996) Water Resour. Res. , vol.32 , Issue.1 , pp. 115-130
    • Rosenthal, W.1    Dozier, J.2
  • 35
    • 80052742787 scopus 로고    scopus 로고
    • Modeling polarimetric response of spaceborne synthetic aperture radar due to precipitating clouds from X- to Ka-band
    • Mar
    • F. S. Marzano, S. Mori, J. A. Weinman, and M. Montopoli, "Modeling polarimetric response of spaceborne synthetic aperture radar due to precipitating clouds from X- to Ka-band," IEEE Trans. Geosci. Remote Sens., vol. 50, no. 3, pp. 687-703, Mar. 2012.
    • (2012) IEEE Trans. Geosci. Remote Sens. , vol.50 , Issue.3 , pp. 687-703
    • Marzano, F.S.1    Mori, S.2    Weinman, J.A.3    Montopoli, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.