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Volumn 32, Issue 6, 2011, Pages 733-751

Using Lightning Data to Better Understand and Predict Flash Floods in the Mediterranean

Author keywords

Flash floods; FLASH project; Lightning; Thunderstorms

Indexed keywords

CONVECTIVE PRECIPITATION; CONVECTIVE STORMS; EDUCATIONAL MATERIALS; END-USERS; EUROPEAN UNION; FLASH FLOOD; FLASH PROJECT; LIGHTNING ACTIVITY; LONG-TERM FORECAST; MEDITERRANEAN REGION; MESOSCALE METEOROLOGICAL MODEL; NATURAL HAZARD; RAINFALL ESTIMATES; REAL TIME; SHORT PERIODS; SHORT TERM PREDICTION; SYNOPTIC CONDITIONS; WEATHER FORECASTS;

EID: 80053912884     PISSN: 01693298     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10712-011-9146-y     Document Type: Article
Times cited : (29)

References (62)
  • 2
    • 0345476697 scopus 로고    scopus 로고
    • The effect of assimilating rain rates derived from satellites, lightning on forecasts of the 1993 superstorm
    • Alexander GD, Weinman JA, Karyampudi VM, Olson WS, Lee ACL (1999) The effect of assimilating rain rates derived from satellites, lightning on forecasts of the 1993 superstorm. Mon Weather Rev 127: 1433-1457.
    • (1999) Mon Weather Rev , vol.127 , pp. 1433-1457
    • Alexander, G.D.1    Weinman, J.A.2    Karyampudi, V.M.3    Olson, W.S.4    Lee, A.C.L.5
  • 3
    • 84856610580 scopus 로고    scopus 로고
    • Effect of radar rainfall time resolution on the predictive capability of a distributed hydrologic model
    • Atencia A, Llasat MC, Garrote L, Mediero L (2010) Effect of radar rainfall time resolution on the predictive capability of a distributed hydrologic model. Hydrol Earth Syst Sci Discuss 7: 7995-8043.
    • (2010) Hydrol Earth Syst Sci Discuss , vol.7 , pp. 7995-8043
    • Atencia, A.1    Llasat, M.C.2    Garrote, L.3    Mediero, L.4
  • 4
    • 34147209232 scopus 로고    scopus 로고
    • A flood geodatabase and its climatological applications: the case of Catalonia for the last century
    • Barnolas M, Llasat MC (2007) A flood geodatabase and its climatological applications: the case of Catalonia for the last century. Nat Haz Earth Syst Sci 7: 271-281.
    • (2007) Nat Haz Earth Syst Sci , vol.7 , pp. 271-281
    • Barnolas, M.1    Llasat, M.C.2
  • 5
    • 34250025941 scopus 로고    scopus 로고
    • Major flood disasters in Europe: 1950-2005
    • doi:10.1007/s11069-006-9065-2
    • Barredo JI (2007) Major flood disasters in Europe: 1950-2005. Nat Hazard 42(1): 125-148. doi: 10. 1007/s11069-006-9065-2.
    • (2007) Nat Hazard , vol.42 , Issue.1 , pp. 125-148
    • Barredo, J.I.1
  • 7
    • 84892009740 scopus 로고    scopus 로고
    • LINET-An international VLF/LF lightning detection network in Europe
    • In: Betz H-D, Schumann U, Laroche P (eds), chap 5. Springer, Dordrecht
    • Betz H-D, Schmidt K, Oettinger WP (2009) LINET-An international VLF/LF lightning detection network in Europe. In: Betz H-D, Schumann U, Laroche P (eds) Lightning: principles, instruments and applications, chap 5. Springer, Dordrecht.
    • (2009) Lightning: Principles, instruments and applications
    • Betz, H.-D.1    Schmidt, K.2    Oettinger, W.P.3
  • 8
    • 0042605795 scopus 로고    scopus 로고
    • Evolution of cloud-to-ground lightning, storm structure in the Spencer, South Dakota, tornadic supercell of 30 May 1998
    • Carey LD, Petersen WA, Rutledge SA (2003) Evolution of cloud-to-ground lightning, storm structure in the Spencer, South Dakota, tornadic supercell of 30 May 1998. Mon Weather Rev 131: 1811-1831.
    • (2003) Mon Weather Rev , vol.131 , pp. 1811-1831
    • Carey, L.D.1    Petersen, W.A.2    Rutledge, S.A.3
  • 9
  • 10
    • 0242376424 scopus 로고    scopus 로고
    • Global frequency and distribution of lightning as observed from space by the optical transient detector
    • doi:10.1029/2002JD002347
    • Christian HJ et al (2003) Global frequency and distribution of lightning as observed from space by the optical transient detector. J Geophys Res 108(1D): 4005. doi: 10. 1029/2002JD002347.
    • (2003) J Geophys Res , vol.108 , Issue.1 D , pp. 4005
    • Christian, H.J.1
  • 11
    • 31644450506 scopus 로고    scopus 로고
    • Lightning activity in the eastern Mediterranean region
    • doi:10.1029/2004JD005710
    • Defer E, Lagouvardos K, Kotroni V (2005) Lightning activity in the eastern Mediterranean region. J Geophys Res 110: D24210. doi: 10. 1029/2004JD005710.
    • (2005) J Geophys Res , vol.110
    • Defer, E.1    Lagouvardos, K.2    Kotroni, V.3
  • 13
    • 84892049811 scopus 로고    scopus 로고
    • Lightning characteristics of extreme weather events
    • In: Betz HD, Schumann U, Laroche P (eds), Springer, Berlin
    • Dotzek N, Price C (2009) Lightning characteristics of extreme weather events. In: Betz HD, Schumann U, Laroche P (eds) Lightning: principles, instruments and applications. Springer, Berlin, pp 487-508.
    • (2009) Lightning: Principles, instruments and applications , pp. 487-508
    • Dotzek, N.1    Price, C.2
  • 15
    • 0024921060 scopus 로고
    • Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model
    • Dudhia J (1989) Numerical study of convection observed during the winter monsoon experiment using a mesoscale two-dimensional model. J Atmos Sci 46: 3077-3107.
    • (1989) J Atmos Sci , vol.46 , pp. 3077-3107
    • Dudhia, J.1
  • 16
    • 0036194807 scopus 로고    scopus 로고
    • Relationship between CG lightning and surface rainfall during 1992-1996 in the Spanish Basque Country area
    • Ezcurra A, Areitio J, Herrero I (2002) Relationship between CG lightning and surface rainfall during 1992-1996 in the Spanish Basque Country area. Atmos. Res. 61: 239-250.
    • (2002) Atmos. Res. , vol.61 , pp. 239-250
    • Ezcurra, A.1    Areitio, J.2    Herrero, I.3
  • 17
    • 0028974861 scopus 로고
    • A distributed model for real-time forecasting using digital elevation models
    • Garrote L, Bras RL (1995a) A distributed model for real-time forecasting using digital elevation models. J Hydrol 167: 279-306.
    • (1995) J Hydrol , vol.167 , pp. 279-306
    • Garrote, L.1    Bras, R.L.2
  • 18
    • 0028974862 scopus 로고
    • An integrated software environment for real-time use of a distributed hydrologic model
    • Garrote L, Bras RL (1995b) An integrated software environment for real-time use of a distributed hydrologic model. J Hydrol 167: 307-326.
    • (1995) J Hydrol , vol.167 , pp. 307-326
    • Garrote, L.1    Bras, R.L.2
  • 19
    • 0004522316 scopus 로고    scopus 로고
    • Glossary of weather and climate
    • (ed), Boston
    • Geer IW (ed) (1996) Glossary of weather and climate. Am Meteorol Soc, Boston, 272 p.
    • (1996) Am Meteorol Soc , pp. 272
    • Geer, I.W.1
  • 20
    • 0024233879 scopus 로고
    • Lightning and precipitation history of a microburst-producing storm
    • Goodman SJ, Buechler DE, Wright PD, Rust WD (1988) Lightning and precipitation history of a microburst-producing storm. Geophys Res Lett 15(11): 1185-1188.
    • (1988) Geophys Res Lett , vol.15 , Issue.11 , pp. 1185-1188
    • Goodman, S.J.1    Buechler, D.E.2    Wright, P.D.3    Rust, W.D.4
  • 21
    • 34250175013 scopus 로고    scopus 로고
    • Cloud-to-ground lightning and surface rainfall in warm-season Florida thunderstorms
    • doi: 10. 1029/2005JD006802
    • Gungle B, Krider EP (2006) Cloud-to-ground lightning and surface rainfall in warm-season Florida thunderstorms. J Geophys Res 111: D19203. doi: 10. 1029/2005JD006802.
    • (2006) J Geophys Res , vol.111
    • Gungle, B.1    Krider, E.P.2
  • 22
    • 77950322541 scopus 로고    scopus 로고
    • Lightning and rain dynamic indices as predictors for flash floods events in the Mediterranean
    • doi: 10. 5194/adgeo-23-57-2010
    • Harats N, Ziv B, YairY, Kotroni V, Dayan U (2010) Lightning and rain dynamic indices as predictors for flash floods events in the Mediterranean. Adv Geosci 23: 57-64, doi: 10. 5194/adgeo-23-57-2010.
    • (2010) Adv Geosci , vol.23 , pp. 57-64
    • Harats, N.1    Ziv, B.2    Yair, Y.3    Kotroni, V.4    Dayan, U.5
  • 23
    • 34247370602 scopus 로고    scopus 로고
    • Intergovernmental Panel on Climate Change (IPCC), World Meteorological Organization (WMO) and UN Environment Programme (UNEP)
    • Intergovernmental Panel on Climate Change (IPCC) (2007) Climate change 2007: the physical science basis. World Meteorological Organization (WMO) and UN Environment Programme (UNEP).
    • (2007) Climate change 2007: The physical science basis
  • 25
    • 0001014123 scopus 로고
    • The representation of cumulus convection in numerical models
    • Kain JS, Fritsch JM (1993) The representation of cumulus convection in numerical models. Meteorol Monger 46: 165-177.
    • (1993) Meteorol Monger , vol.46 , pp. 165-177
    • Kain, J.S.1    Fritsch, J.M.2
  • 26
    • 79955694861 scopus 로고    scopus 로고
    • Now-casting thunderstorms in the Mediterranean region using lightning data
    • Kohn M, Galanti E, Price C, Lagouvardos K, Kotroni V (2010) Now-casting thunderstorms in the Mediterranean region using lightning data. Atmos Res 100: 489-502.
    • (2010) Atmos Res , vol.100 , pp. 489-502
    • Kohn, M.1    Galanti, E.2    Price, C.3    Lagouvardos, K.4    Kotroni, V.5
  • 27
    • 0035874436 scopus 로고    scopus 로고
    • Precipitation forecast skill of different convective parameterization and microphysical schemes: application for the cold season over Greece
    • doi:10.1029/2000GL012705
    • Kotroni V, Lagouvardos K (2001) Precipitation forecast skill of different convective parameterization and microphysical schemes: application for the cold season over Greece. Geophys Res Lett 28(10): 1977-1980. doi: 10. 1029/2000GL012705.
    • (2001) Geophys Res Lett , vol.28 , Issue.10 , pp. 1977-1980
    • Kotroni, V.1    Lagouvardos, K.2
  • 28
    • 58249090995 scopus 로고    scopus 로고
    • Lightning occurrence in relation with elevation, terrain slope and vegetation cover in the Mediterranean
    • doi:10.1029/2008JD010605
    • Kotroni V, Lagouvardos K (2008) Lightning occurrence in relation with elevation, terrain slope and vegetation cover in the Mediterranean. J Geophys Res 113: D21118. doi: 10. 1029/2008JD010605.
    • (2008) J Geophys Res , vol.113
    • Kotroni, V.1    Lagouvardos, K.2
  • 29
    • 71749121335 scopus 로고    scopus 로고
    • A comparison of lightning data provided by ZEUS and LINET networks over Western Europe
    • Lagouvardos K, Kotroni V, Betz H-D, Schmidt K (2009) A comparison of lightning data provided by ZEUS and LINET networks over Western Europe. Nat Hazard Earth Syst Sci 9: 1713-1717.
    • (2009) Nat Hazard Earth Syst Sci , vol.9 , pp. 1713-1717
    • Lagouvardos, K.1    Kotroni, V.2    Betz, H.-D.3    Schmidt, K.4
  • 30
  • 31
    • 77949807371 scopus 로고    scopus 로고
    • A press database on natural risks and its application in the study of floods in northeastern Spain
    • Llasat MC, Llasat-Botija M, López L (2009a) A press database on natural risks and its application in the study of floods in northeastern Spain. Nat Hazard Earth Syst Sci 9: 2049-2061.
    • (2009) Nat Hazard Earth Syst Sci , vol.9 , pp. 2049-2061
    • Llasat, M.C.1    Llasat-Botija, M.2    López, L.3
  • 32
    • 76149094878 scopus 로고    scopus 로고
    • An analysis of the evolution of hydrometeorological extremes in newspapers: the case of Catalonia, 1982-2006
    • Llasat MC, Llasat-Botija M, Barnolas M, López L, Altava-Ortiz V (2009b) An analysis of the evolution of hydrometeorological extremes in newspapers: the case of Catalonia, 1982-2006. Nat Hazard Earth Syst Sci 9: 1201-1212.
    • (2009) Nat Hazard Earth Syst Sci , vol.9 , pp. 1201-1212
    • Llasat, M.C.1    Llasat-Botija, M.2    Barnolas, M.3    López, L.4    Altava-Ortiz, V.5
  • 35
    • 77149142273 scopus 로고    scopus 로고
    • Prediction of lightning flash density with the WRF model
    • doi: 10. 5194/adgeo-23-11-2010
    • Lynn B, Yair Y (2010) Prediction of lightning flash density with the WRF model. Adv Geosci 23: 11-16. doi: 10. 5194/adgeo-23-11-2010.
    • (2010) Adv Geosci , vol.23 , pp. 11-16
    • Lynn, B.1    Yair, Y.2
  • 36
    • 34249751541 scopus 로고    scopus 로고
    • A lightning data assimilation technique for mesoscale forecast models
    • Mansell ER, Ziegler CL, MacGorman DR (2007) A lightning data assimilation technique for mesoscale forecast models. Mon Weather Rev 135: 1732-1748.
    • (2007) Mon Weather Rev , vol.135 , pp. 1732-1748
    • Mansell, E.R.1    Ziegler, C.L.2    Macgorman, D.R.3
  • 37
    • 78049295058 scopus 로고    scopus 로고
    • Characterisation of selected extreme flash floods in Europe and implications for flood risk management
    • doi:10.1016/j.jhydrol.2010.07.017)
    • Marchi L, Borga M, Preciso E, Gaume E (2010) Characterisation of selected extreme flash floods in Europe and implications for flood risk management. J Hydrol 394(1-2): 118-133. doi: 10. 1016/j. jhydrol. 2010. 07. 017).
    • (2010) J Hydrol , vol.394 , Issue.1-2 , pp. 118-133
    • Marchi, L.1    Borga, M.2    Preciso, E.3    Gaume, E.4
  • 38
    • 80053902087 scopus 로고    scopus 로고
    • Probabilistic calibration of a distributed hydrologic model for flood forecasting
    • doi: 10. 1080/02626667. 2011
    • Mediero L, Garrote L, Martín-Carrasco FJ (2011) Probabilistic calibration of a distributed hydrologic model for flood forecasting. Hydrol Sci J. doi: 10. 1080/02626667. 2011.
    • (2011) Hydrol Sci J
    • Mediero, L.1    Garrote, L.2    Martín-Carrasco, F.J.3
  • 40
    • 24144433441 scopus 로고    scopus 로고
    • Improving convective precipitation forecasting through assimilation of regional lightning measurements in a mesoscale model
    • Papadopoulos T, Chronis G, Anagnostou EN (2005) Improving convective precipitation forecasting through assimilation of regional lightning measurements in a mesoscale model. Mon Weather Rev 133: 1961-1977.
    • (2005) Mon Weather Rev , vol.133 , pp. 1961-1977
    • Papadopoulos, T.1    Chronis, G.2    Anagnostou, E.N.3
  • 41
    • 70449132408 scopus 로고    scopus 로고
    • The impact of lightning data assimilation on a winter storm simulation over the North Pacific Ocean
    • Pessi A, Businger S (2009) The impact of lightning data assimilation on a winter storm simulation over the North Pacific Ocean. Mon Wea Rev 137: 3177-3195.
    • (2009) Mon Wea Rev , vol.137 , pp. 3177-3195
    • Pessi, A.1    Businger, S.2
  • 42
    • 0020430124 scopus 로고
    • Lightning and surface rainfall during Florida thunderstorms
    • Piepgrass MV, Krider EP, Moore CB (1982) Lightning and surface rainfall during Florida thunderstorms. J Geophys Res 87(C13): 11193-12001.
    • (1982) J Geophys Res , vol.87 , Issue.C13 , pp. 11193-12001
    • Piepgrass, M.V.1    Krider, E.P.2    Moore, C.B.3
  • 43
    • 40849139703 scopus 로고    scopus 로고
    • Lightning sensors for observing, tracking and nowcasting severe weather
    • Price C (2008) Lightning sensors for observing, tracking and nowcasting severe weather. Sensors 8: 157-170.
    • (2008) Sensors , vol.8 , pp. 157-170
    • Price, C.1
  • 44
    • 80052969123 scopus 로고    scopus 로고
    • The FLASH project: using lightning data to better understand and forecast flash floods
    • the FLASH team, (in press). doi: 10. 1016/j. envsci. 2011. 03. 004
    • Price C, the FLASH team (2011) The FLASH project: using lightning data to better understand and forecast flash floods. Environ Sci Policy (in press). doi: 10. 1016/j. envsci. 2011. 03. 004.
    • (2011) Environ Sci Policy
    • Price, C.1
  • 45
    • 33646854234 scopus 로고    scopus 로고
    • Lightning-rainfall relationships in Mediterranean winter thunderstorms
    • doi:10.1029/2005GL024794
    • Price C, Federmesser B (2006) Lightning-rainfall relationships in Mediterranean winter thunderstorms. Geophys Res Lett 33: L07813. doi: 10. 1029/2005GL024794.
    • (2006) Geophys Res Lett , vol.33
    • Price, C.1    Federmesser, B.2
  • 46
    • 0036951634 scopus 로고    scopus 로고
    • Lightning activity during the 1999 Superior Derecho
    • Price C, Murphy B (2002) Lightning activity during the 1999 Superior Derecho. Geophys Res Lett 29(23): 57. 1-57. 4.
    • (2002) Geophys Res Lett , vol.29 , Issue.23 , pp. 1-4
    • Price, C.1    Murphy, B.2
  • 47
    • 67649230046 scopus 로고    scopus 로고
    • Maximum hurricane intensity preceded by increase in lightning frequency
    • doi:10.1038/NGEO477
    • Price C, Asfur M, Yair Y (2009) Maximum hurricane intensity preceded by increase in lightning frequency. Nat Geosci 2: 329-332. doi: 10. 1038/NGEO477.
    • (2009) Nat Geosci , vol.2 , pp. 329-332
    • Price, C.1    Asfur, M.2    Yair, Y.3
  • 48
    • 0020971996 scopus 로고
    • Lightning and precipitation in a small multicellular thunderstorm
    • Proctor DE (1983) Lightning and precipitation in a small multicellular thunderstorm. J Geophys Res 88(C9): 5421-5440.
    • (1983) J Geophys Res , vol.88 , Issue.C9 , pp. 5421-5440
    • Proctor, D.E.1
  • 50
    • 78049273206 scopus 로고    scopus 로고
    • Flash flood prediction using an uncalibrated hydrological model and radar rainfall data in a Mediterranean watershed under changing hydrological conditions
    • Rozalis S, Morin E, Yair Y, Price C (2010) Flash flood prediction using an uncalibrated hydrological model and radar rainfall data in a Mediterranean watershed under changing hydrological conditions. J Hydrol. 394: 245-255.
    • (2010) J Hydrol. , vol.394 , pp. 245-255
    • Rozalis, S.1    Morin, E.2    Yair, Y.3    Price, C.4
  • 51
    • 49049103825 scopus 로고    scopus 로고
    • Human exposure to flash-floods-relation between flood parameters and human vulnerability during a storm of September 2002 in Southern France
    • Ruin I, Creutin JD, Anquetin S, Lutoff C (2008) Human exposure to flash-floods-relation between flood parameters and human vulnerability during a storm of September 2002 in Southern France. J Hydrol 361(1-2): 199-213.
    • (2008) J Hydrol , vol.361 , Issue.1-2 , pp. 199-213
    • Ruin, I.1    Creutin, J.D.2    Anquetin, S.3    Lutoff, C.4
  • 52
    • 80052966019 scopus 로고    scopus 로고
    • Bayesian estimation of precipitation from space-borne microwave radiometers using the Cloud Dynamics and Radiation Database (CDRD) approach: description and application to case studies over Italy
    • (submitted)
    • Sanò P, Casella D, Mugnai A, Schiavon G, Smith EA, Tripoli GJ (2011) Bayesian estimation of precipitation from space-borne microwave radiometers using the Cloud Dynamics and Radiation Database (CDRD) approach: description and application to case studies over Italy. IEEE Trans Geosci Remote Sens (submitted).
    • (2011) IEEE Trans Geosci Remote Sens
    • Sanò, P.1    Casella, D.2    Mugnai, A.3    Schiavon, G.4    Smith, E.A.5    Tripoli, G.J.6
  • 53
    • 0000198290 scopus 로고
    • An explicit cloud physics parameterization for operational numerical weather prediction
    • Schultz P (1995) An explicit cloud physics parameterization for operational numerical weather prediction. Mon Weather Rev 123: 3313-3317.
    • (1995) Mon Weather Rev , vol.123 , pp. 3313-3317
    • Schultz, P.1
  • 54
    • 0034457675 scopus 로고    scopus 로고
    • Some aspects of the correlation between lightning and rain activities in thunderstorms
    • Soula S, Chauzy S (2001) Some aspects of the correlation between lightning and rain activities in thunderstorms. Atmos. Res. 56: 355-373.
    • (2001) Atmos. Res. , vol.56 , pp. 355-373
    • Soula, S.1    Chauzy, S.2
  • 56
    • 2642511678 scopus 로고    scopus 로고
    • Cloud-to-ground lightning activity in hail-bearing storms
    • doi: 10. 1029/2003JD003669
    • Soula S, Seity Y, Feral L, Sauvageot H (2004) Cloud-to-ground lightning activity in hail-bearing storms. J Geophys Res Atmos 109: D02101. doi: 10. 1029/2003JD003669.
    • (2004) J Geophys Res Atmos , vol.109
    • Soula, S.1    Seity, Y.2    Feral, L.3    Sauvageot, H.4
  • 57
    • 37249072865 scopus 로고    scopus 로고
    • Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model. Part II: performance evaluation
    • Surussavadee C, Staelin DH (2008a) Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model. Part II: performance evaluation. IEEE Trans Geosci Remote Sens 46: 109-118.
    • (2008) IEEE Trans Geosci Remote Sens , vol.46 , pp. 109-118
    • Surussavadee, C.1    Staelin, D.H.2
  • 58
    • 37249011883 scopus 로고    scopus 로고
    • Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model. Part I: retrieval design
    • Surussavadee C, Staelin DH (2008b) Global millimeter-wave precipitation retrievals trained with a cloud-resolving numerical weather prediction model. Part I: retrieval design. IEEE Trans Geosci Remote Sens 46: 99-108.
    • (2008) IEEE Trans Geosci Remote Sens , vol.46 , pp. 99-108
    • Surussavadee, C.1    Staelin, D.H.2
  • 59
    • 0000126157 scopus 로고    scopus 로고
    • Estimation of convective rainfall from lightning observations
    • Tapia A, Smith J, Dixon M (1998) Estimation of convective rainfall from lightning observations. J Appl Meteorol 37: 1497-1509.
    • (1998) J Appl Meteorol , vol.37 , pp. 1497-1509
    • Tapia, A.1    Smith, J.2    Dixon, M.3
  • 62
    • 84899642856 scopus 로고    scopus 로고
    • Predicting lightning density in Mediterranean storms based on the WRF model dynamic and microphysical fields
    • doi:10.1029/2008JD010868
    • Yair Y, Lynn B, Price C, Kotroni V, Lagouvardos K, Morin E, Mugnai A, Llasat MC (2009) Predicting lightning density in Mediterranean storms based on the WRF model dynamic and microphysical fields. J Geophys Res 115: D04205. doi: 10. 1029/2008JD010868.
    • (2009) J Geophys Res , vol.115
    • Yair, Y.1    Lynn, B.2    Price, C.3    Kotroni, V.4    Lagouvardos, K.5    Morin, E.6    Mugnai, A.7    Llasat, M.C.8


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