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Volumn 56, Issue 4, 2011, Pages 613-621

Ecology of Harmonia axyridis in natural habitats within its native range

Author keywords

Cannibalism; Coccinellidae; Coleoptera; Density dependence; Habitat heterogeneity; Population dynamics

Indexed keywords

BEETLE; BIODIVERSITY; CANNIBALISM; COEXISTENCE; DENSITY DEPENDENCE; HABITAT FRAGMENTATION; HABITAT LOSS; HETEROGENEITY; NATIVE SPECIES; POPULATION DYNAMICS; PREDATOR-PREY INTERACTION; TEMPERATE ENVIRONMENT; THEORETICAL STUDY;

EID: 80052195806     PISSN: 13866141     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10526-011-9382-6     Document Type: Review
Times cited : (42)

References (53)
  • 1
    • 0345566164 scopus 로고    scopus 로고
    • The mutlicoloured Asian ladybird Harmonia axyridis Pallas (Coleoptera: Coccinellidae), a threat for native aphid predators in Belgium?
    • Adriaens T, Branquart E, Maes D (2003) The mutlicoloured Asian ladybird Harmonia axyridis Pallas (Coleoptera: Coccinellidae), a threat for native aphid predators in Belgium? Berg J Zool 133: 207-208.
    • (2003) Berg J Zool , vol.133 , pp. 207-208
    • Adriaens, T.1    Branquart, E.2    Maes, D.3
  • 2
    • 0022165971 scopus 로고
    • Polymorphic Müllerian mimicry and interactions with thermal melanism in ladybirds and a soldier beetle: a hypothesis
    • Brakefield PM (1985) Polymorphic Müllerian mimicry and interactions with thermal melanism in ladybirds and a soldier beetle: a hypothesis. Biol J Linn Soc 26: 243-267.
    • (1985) Biol J Linn Soc , vol.26 , pp. 243-267
    • Brakefield, P.M.1
  • 3
    • 0037382104 scopus 로고    scopus 로고
    • Intraguild responses of aphid predators on apple to the invasion of an exotic species, Harmonia axyridis
    • Brown MW (2003) Intraguild responses of aphid predators on apple to the invasion of an exotic species, Harmonia axyridis. BioControl 48: 141-153.
    • (2003) BioControl , vol.48 , pp. 141-153
    • Brown, M.W.1
  • 5
    • 79952588627 scopus 로고    scopus 로고
    • Decline in native ladybirds in response to the arrival of Harmonia axyridis: early evidence from England
    • Brown PMJ, Frost R, Doberski J, Sparks T, Harrington R, Roy H (2011) Decline in native ladybirds in response to the arrival of Harmonia axyridis: early evidence from England. Ecol Ent 36: 231-240.
    • (2011) Ecol Ent , vol.36 , pp. 231-240
    • Brown, P.M.J.1    Frost, R.2    Doberski, J.3    Sparks, T.4    Harrington, R.5    Roy, H.6
  • 6
    • 0000869074 scopus 로고    scopus 로고
    • Arrival, establishment, and habitat use of the multicolored Asian lady beetle (Coleoptera: Coccinellidae) in a Michigan landscape
    • Colunga-Gracia M, Gage SH (1998) Arrival, establishment, and habitat use of the multicolored Asian lady beetle (Coleoptera: Coccinellidae) in a Michigan landscape. Environ Entomol 27: 1574-1580.
    • (1998) Environ Entomol , vol.27 , pp. 1574-1580
    • Colunga-Gracia, M.1    Gage, S.H.2
  • 7
    • 33846934419 scopus 로고    scopus 로고
    • Toxicity of the aphid Aulacorthum magnoliae to the predator Harmonia axyridis (Coleoptera: Coccinellidae) and genetic variance in the assimilation of the toxic aphids in H. axyridis larvae
    • Fukunaga Y, Akimoto S (2007) Toxicity of the aphid Aulacorthum magnoliae to the predator Harmonia axyridis (Coleoptera: Coccinellidae) and genetic variance in the assimilation of the toxic aphids in H. axyridis larvae. Entomol Sci 10: 45-53.
    • (2007) Entomol Sci , vol.10 , pp. 45-53
    • Fukunaga, Y.1    Akimoto, S.2
  • 8
    • 33747086659 scopus 로고    scopus 로고
    • Cannibalism and interspecific predation in two predatory ladybirds in relation to prey abundance in the field
    • Hironori Y, Katsuhiro S (1997) Cannibalism and interspecific predation in two predatory ladybirds in relation to prey abundance in the field. Entomophaga 42: 153-163.
    • (1997) Entomophaga , vol.42 , pp. 153-163
    • Hironori, Y.1    Katsuhiro, S.2
  • 9
    • 0004255014 scopus 로고    scopus 로고
    • Dordrecht, The Netherlands: Kluwer Academic Publishers
    • Hodek I, Honek A (1996) Ecology of coccinellidae. Kluwer Academic Publishers, Dordrecht, The Netherlands.
    • (1996) Ecology of Coccinellidae
    • Hodek, I.1    Honek, A.2
  • 10
    • 34250116907 scopus 로고
    • Habitat preference of aphidophagous coccinellids (Coleoptera)
    • Honek A (1985) Habitat preference of aphidophagous coccinellids (Coleoptera). Entomophaga 30: 253-264.
    • (1985) Entomophaga , vol.30 , pp. 253-264
    • Honek, A.1
  • 11
    • 77952321268 scopus 로고    scopus 로고
    • Intraspecific alkaloid variation in ladybird eggs and its effects on con- and hetero-specific intraguild predators
    • Kajita Y, Obrycki JJ, Sloggett JJ, Haynes KF (2010) Intraspecific alkaloid variation in ladybird eggs and its effects on con- and hetero-specific intraguild predators. Oecologia 163: 313-322.
    • (2010) Oecologia , vol.163 , pp. 313-322
    • Kajita, Y.1    Obrycki, J.J.2    Sloggett, J.J.3    Haynes, K.F.4
  • 12
    • 0002601475 scopus 로고
    • Sibling cannibalism in the first instar larvae of Harmonia axyridis Pallas (Coleoptera: Coccinelidae)
    • Kawai A (1978) Sibling cannibalism in the first instar larvae of Harmonia axyridis Pallas (Coleoptera: Coccinelidae). Kontyû 46: 14-19.
    • (1978) Kontyû , vol.46 , pp. 14-19
    • Kawai, A.1
  • 13
    • 39849106756 scopus 로고    scopus 로고
    • Intraguild predation: fiction or reality?
    • Kindlmann P, Houdková K (2006) Intraguild predation: fiction or reality? Popul Ecol 48: 317-322.
    • (2006) Popul Ecol , vol.48 , pp. 317-322
    • Kindlmann, P.1    Houdková, K.2
  • 14
    • 80052210876 scopus 로고    scopus 로고
    • Ecological effects of invasive species on native communities, with particular emphasis on the interactions between aphids and ladybirds
    • doi: 10. 1007/s10526-011-9384-4
    • Kindlmann P, Olga MCC, Dixon AFG (2011) Ecological effects of invasive species on native communities, with particular emphasis on the interactions between aphids and ladybirds. BioControl. doi: 10. 1007/s10526-011-9384-4.
    • (2011) BioControl
    • Kindlmann, P.1    Olga, M.C.C.2    Dixon, A.F.G.3
  • 15
    • 2342655899 scopus 로고    scopus 로고
    • The multicolored Asian ladybird, Harmonia axyridis: a review of its biology, uses in biological control, and non-target impacts
    • Koch RL (2003) The multicolored Asian ladybird, Harmonia axyridis: a review of its biology, uses in biological control, and non-target impacts. J Insect Sci 3: 32-47.
    • (2003) J Insect Sci , vol.3 , pp. 32-47
    • Koch, R.L.1
  • 16
    • 2342631295 scopus 로고    scopus 로고
    • Phytophagous preferences of the multicolored Asian lady beetle (Coleoptera: Coccinellidae) to autumn ripening fruit
    • Koch RL, Burkness EC, Wold SJ, Hutchison WD (2004) Phytophagous preferences of the multicolored Asian lady beetle (Coleoptera: Coccinellidae) to autumn ripening fruit. J Econ Entmol 97: 539-544.
    • (2004) J Econ Entmol , vol.97 , pp. 539-544
    • Koch, R.L.1    Burkness, E.C.2    Wold, S.J.3    Hutchison, W.D.4
  • 17
    • 28844505845 scopus 로고    scopus 로고
    • Impact of the multicolored Asian lady beetle as a pest of fruit and people
    • Kovach J (2004) Impact of the multicolored Asian lady beetle as a pest of fruit and people. Am Entomol 50: 165-167.
    • (2004) Am Entomol , vol.50 , pp. 165-167
    • Kovach, J.1
  • 18
    • 0002346418 scopus 로고
    • Biological studies on the natural enemies of some Coccinellid beetles. I. On Perilitus coccinellae (Schrank)
    • (In Japanese)
    • Maeta Y (1969) Biological studies on the natural enemies of some Coccinellid beetles. I. On Perilitus coccinellae (Schrank). Kontyû 37: 147-166 (In Japanese).
    • (1969) Kontyû , vol.37 , pp. 147-166
    • Maeta, Y.1
  • 19
    • 0003646049 scopus 로고
    • London, UK: Harper Collins Publishers
    • Majerus MEN (1994) Ladybirds. Harper Collins Publishers, London, UK.
    • (1994) Ladybirds
    • Majerus, M.E.N.1
  • 20
    • 0037963872 scopus 로고
    • The seasonal variation of butterflies in Kyoto
    • (In Japanese), M. Morisita and T. Kita (Eds.), Tokyo: Cyuoukoronnsha
    • Morisita M (1967) The seasonal variation of butterflies in Kyoto. In: Morisita M, Kita T (eds) Nature-ecological study. Cyuoukoronnsha, Tokyo, pp 95-132 (In Japanese).
    • (1967) Nature-Ecological Study , pp. 95-132
    • Morisita, M.1
  • 21
    • 0000280731 scopus 로고
    • Determination of hibernation site in the ladybird beetle, Harmonia axyridis Pallas (Coleoptera, Coccinellidae)
    • Obata S (1986) Determination of hibernation site in the ladybird beetle, Harmonia axyridis Pallas (Coleoptera, Coccinellidae). Kontyû 54: 218-223.
    • (1986) Kontyû , vol.54 , pp. 218-223
    • Obata, S.1
  • 22
    • 0001870717 scopus 로고
    • Laboratory studies on food ecology of aphidophagous lady beetles (Coleoptera: Coccinellidae)
    • (In Japanese with English summary)
    • Okamoto H (1978) Laboratory studies on food ecology of aphidophagous lady beetles (Coleoptera: Coccinellidae). Mem Fac Agri Kagawa Univ 32: 1-94 (In Japanese with English summary).
    • (1978) Mem Fac Agri Kagawa Univ , vol.32 , pp. 1-94
    • Okamoto, H.1
  • 23
    • 0024919587 scopus 로고
    • Sibling and non-sibling cannibalism by larvae of a lady beetle Harmonia axyridis Pallas (Coleoptera: Coccinellidae) in the field
    • Osawa N (1989) Sibling and non-sibling cannibalism by larvae of a lady beetle Harmonia axyridis Pallas (Coleoptera: Coccinellidae) in the field. Res Popul Ecol 31: 153-160.
    • (1989) Res Popul Ecol , vol.31 , pp. 153-160
    • Osawa, N.1
  • 24
    • 2342632638 scopus 로고
    • Ecological studies on the ladybird beetle Harmonia axyridis Pallas in a natural population
    • Kyoto Univ (In Japanese)
    • Osawa N (1991) Ecological studies on the ladybird beetle Harmonia axyridis Pallas in a natural population. Ph. D. Thesis, Kyoto Univ (In Japanese).
    • (1991) Ph. D. Thesis
    • Osawa, N.1
  • 25
    • 0009398317 scopus 로고
    • Effect of pupation site on pupal cannibalism and parasitism of the ladybird beetle Harmonia axyridis Pallas (Coleoptera: Coccinellidae)
    • Osawa N (1992a) Effect of pupation site on pupal cannibalism and parasitism of the ladybird beetle Harmonia axyridis Pallas (Coleoptera: Coccinellidae). Jpn J Entomol 60: 131-135.
    • (1992) Jpn J Entomol , vol.60 , pp. 131-135
    • Osawa, N.1
  • 26
    • 0027020325 scopus 로고
    • Sibling cannibalism in the ladybird beetle Harmonia axyridis: fitness consequences for mother and offspring
    • Osawa N (1992b) Sibling cannibalism in the ladybird beetle Harmonia axyridis: fitness consequences for mother and offspring. Res Popul Ecol 34: 45-55.
    • (1992) Res Popul Ecol , vol.34 , pp. 45-55
    • Osawa, N.1
  • 27
    • 0000089028 scopus 로고
    • A life table of the ladybird beetle Harmonia axyridis Pallas (Coleoptera Coccinellidae) in relation to the aphid abundance
    • Osawa N (1992c) A life table of the ladybird beetle Harmonia axyridis Pallas (Coleoptera Coccinellidae) in relation to the aphid abundance. Jpn J Entomol 60: 575-579.
    • (1992) Jpn J Entomol , vol.60 , pp. 575-579
    • Osawa, N.1
  • 28
    • 51249162746 scopus 로고
    • Population field studies of the aphidophagous ladybird beetle Harmonia axyridis Pallas (Coleoptera: Coccinellidae): life tables and key factor analysis
    • Osawa N (1993) Population field studies of the aphidophagous ladybird beetle Harmonia axyridis Pallas (Coleoptera: Coccinellidae): life tables and key factor analysis. Res Popul Ecol 35: 335-348.
    • (1993) Res Popul Ecol , vol.35 , pp. 335-348
    • Osawa, N.1
  • 29
    • 0034484969 scopus 로고    scopus 로고
    • Population field studies on the aphidophagous ladybird beetle Harmonia axyridis (Coleoptera: Coccinellidae): resource tracking and population characteristics
    • Osawa N (2000) Population field studies on the aphidophagous ladybird beetle Harmonia axyridis (Coleoptera: Coccinellidae): resource tracking and population characteristics. Popul Ecol 42: 115-127.
    • (2000) Popul Ecol , vol.42 , pp. 115-127
    • Osawa, N.1
  • 30
    • 0027091481 scopus 로고
    • Seasonal variation in elytral colour polymorphism in Harmonia axyridis (the ladybird beetle): the role of non-random mating
    • Osawa N, Nishida T (1992) Seasonal variation in elytral colour polymorphism in Harmonia axyridis (the ladybird beetle): the role of non-random mating. Heredity 69: 297-307.
    • (1992) Heredity , vol.69 , pp. 297-307
    • Osawa, N.1    Nishida, T.2
  • 31
    • 37749055056 scopus 로고    scopus 로고
    • Intraguild predation involving Harmonia axyridis: a review of current knowledge and future perspectives
    • Pell JK, Baverstock J, Roy HE, Ware RL, Majerus MEN (2008) Intraguild predation involving Harmonia axyridis: a review of current knowledge and future perspectives. BioControl 53: 147-168.
    • (2008) BioControl , vol.53 , pp. 147-168
    • Pell, J.K.1    Baverstock, J.2    Roy, H.E.3    Ware, R.L.4    Majerus, M.E.N.5
  • 32
    • 0018129208 scopus 로고
    • On feeding on more than one trophic level
    • Pimm SL, Lowton JH (1978) On feeding on more than one trophic level. Nature 275: 542-544.
    • (1978) Nature , vol.275 , pp. 542-544
    • Pimm, S.L.1    Lowton, J.H.2
  • 33
    • 0027084057 scopus 로고
    • Intraguild predation: the dynamics of complex trophic interactions
    • Polis GA, Holt RD (1992) Intraguild predation: the dynamics of complex trophic interactions. Trends Ecol Evol 7: 151-154.
    • (1992) Trends Ecol Evol , vol.7 , pp. 151-154
    • Polis, G.A.1    Holt, R.D.2
  • 34
    • 37749039486 scopus 로고    scopus 로고
    • From biological control to invasion: the ladybird Harmonia axyridis as a model species
    • Roy HE, Wajnberg E (2008) From biological control to invasion: the ladybird Harmonia axyridis as a model species. BioControl 53: 1-4.
    • (2008) BioControl , vol.53 , pp. 1-4
    • Roy, H.E.1    Wajnberg, E.2
  • 35
    • 37749047869 scopus 로고    scopus 로고
    • Intraguild predation of the aphid pathogenic fungus Pandora neoaphidis by the invasive coccinellid Harmonia axyridis
    • Roy HE, Baverstock J, Ware RL, Clark SJ, Majerus MEN, Baverstock KE, Pell JK (2008) Intraguild predation of the aphid pathogenic fungus Pandora neoaphidis by the invasive coccinellid Harmonia axyridis. Ecol Ent 33: 175-182.
    • (2008) Ecol Ent , vol.33 , pp. 175-182
    • Roy, H.E.1    Baverstock, J.2    Ware, R.L.3    Clark, S.J.4    Majerus, M.E.N.5    Baverstock, K.E.6    Pell, J.K.7
  • 36
    • 80052209036 scopus 로고    scopus 로고
    • SAS Institute, Cary, NC: SAS Institute, Inc
    • SAS Institute (2007) JMP User's Guide, ver. 7. 02. SAS Institute, Inc., Cary, NC.
    • (2007) JMP User's Guide, Ver. 7.02
  • 38
    • 18144398596 scopus 로고    scopus 로고
    • Dropping behaviour of larvae of aphidophagous ladybirds and its effects on incidence of intraguild predation: interactions between the intraguild prey, Adalia bipunctata (L.) and Coccinella septempunctata (L.), and the intraguild predator, Harmoniaaxyridis Pallas
    • Sato S, Yasuda H, Evans EW (2005) Dropping behaviour of larvae of aphidophagous ladybirds and its effects on incidence of intraguild predation: interactions between the intraguild prey, Adalia bipunctata (L.) and Coccinella septempunctata (L.), and the intraguild predator, Harmoniaaxyridis Pallas. Ecol Entomol 30: 220-224.
    • (2005) Ecol Entomol , vol.30 , pp. 220-224
    • Sato, S.1    Yasuda, H.2    Evans, E.W.3
  • 39
    • 20044378885 scopus 로고    scopus 로고
    • Response of coccinellids to their aphid prey at different spatial scales
    • Schellhorn NA, Andow DA (2005) Response of coccinellids to their aphid prey at different spatial scales. Popul Ecol 47: 71-76.
    • (2005) Popul Ecol , vol.47 , pp. 71-76
    • Schellhorn, N.A.1    Andow, D.A.2
  • 40
    • 50849094024 scopus 로고    scopus 로고
    • Weighty matters: body size, diet and specialization in aphidophagous ladybird beetles (Coleoptera: Coccinellidae)
    • Sloggett JJ (2008) Weighty matters: body size, diet and specialization in aphidophagous ladybird beetles (Coleoptera: Coccinellidae). Eur J Entomol 105: 381-389.
    • (2008) Eur J Entomol , vol.105 , pp. 381-389
    • Sloggett, J.J.1
  • 41
    • 75249084656 scopus 로고    scopus 로고
    • Eating chemically defended prey: alkaloid metabolism in an invasive ladybird predator of other ladybirds (Coleoptera: Coccinellidae)
    • Sloggett JJ, Davis AJ (2010) Eating chemically defended prey: alkaloid metabolism in an invasive ladybird predator of other ladybirds (Coleoptera: Coccinellidae). J Exp Biol 213: 237-241.
    • (2010) J Exp Biol , vol.213 , pp. 237-241
    • Sloggett, J.J.1    Davis, A.J.2
  • 42
    • 69549133643 scopus 로고    scopus 로고
    • Hidden costs to an invasive intraguild predator from chemically defended native prey
    • Sloggett JJ, Haynes KF, Obrycki JJ (2009a) Hidden costs to an invasive intraguild predator from chemically defended native prey. Oikos 118: 1396-1404.
    • (2009) Oikos , vol.118 , pp. 1396-1404
    • Sloggett, J.J.1    Haynes, K.F.2    Obrycki, J.J.3
  • 43
    • 62449252399 scopus 로고    scopus 로고
    • Identification and quantification of predation: novel use of gas chromatography-mass spectrometric analysis of prey alkaloid markers
    • Sloggett JJ, Obrycki JJ, Haynes KF (2009b) Identification and quantification of predation: novel use of gas chromatography-mass spectrometric analysis of prey alkaloid markers. Funct Ecol 23: 416-426.
    • (2009) Funct Ecol , vol.23 , pp. 416-426
    • Sloggett, J.J.1    Obrycki, J.J.2    Haynes, K.F.3
  • 45
    • 33845392702 scopus 로고    scopus 로고
    • Ecological effects of invasive arthropod generalist predators
    • Snyder WE, Evans EW (2006) Ecological effects of invasive arthropod generalist predators. Ann Rev Ecol Syst 37: 95-122.
    • (2006) Ann Rev Ecol Syst , vol.37 , pp. 95-122
    • Snyder, W.E.1    Evans, E.W.2
  • 46
    • 0000788171 scopus 로고
    • Intra- and interspecific predation of lady beetles in spring alfalfa fields
    • (In Japanese with English summary)
    • Takahashi K (1989) Intra- and interspecific predation of lady beetles in spring alfalfa fields. Jpn J Entomol 57: 199-203 (In Japanese with English summary).
    • (1989) Jpn J Entomol , vol.57 , pp. 199-203
    • Takahashi, K.1
  • 47
    • 0004809488 scopus 로고
    • Seasonal occurrence of aphids and their predators (Col. Coccinellidae) in Alfalfa fields
    • Takahashi K, Naito A (1984) Seasonal occurrence of aphids and their predators (Col. Coccinellidae) in Alfalfa fields. Bull Natl Grassl Inst 29: 62-66.
    • (1984) Bull Natl Grassl Inst , vol.29 , pp. 62-66
    • Takahashi, K.1    Naito, A.2
  • 48
    • 2942757836 scopus 로고
    • Hibernation of the lady beetle, Harmonia axyridis
    • (In Japanese)
    • Tanigishi K (1976) Hibernation of the lady beetle, Harmonia axyridis. Insectarium 13: 294-298 (In Japanese).
    • (1976) Insectarium , vol.13 , pp. 294-298
    • Tanigishi, K.1
  • 49
    • 33746453728 scopus 로고    scopus 로고
    • Expansion of the geographical distribution of an exotic ladybird beetle, Adalia bipunctata (Coleoptera: Coccinellidae), and its interspecific relationships with native ladybird beetles in Japan
    • Toda Y, Sakuratani Y (2006) Expansion of the geographical distribution of an exotic ladybird beetle, Adalia bipunctata (Coleoptera: Coccinellidae), and its interspecific relationships with native ladybird beetles in Japan. Ecol Res 21: 292-300.
    • (2006) Ecol Res , vol.21 , pp. 292-300
    • Toda, Y.1    Sakuratani, Y.2
  • 50
    • 79952441942 scopus 로고    scopus 로고
    • The aggregation behavior of Harmonia axyridis in its native range in Northeast China
    • Wang S, Michaud JP, Tan XL, Zhang F, Guo XJ (2010) The aggregation behavior of Harmonia axyridis in its native range in Northeast China. BioControl 56: 193-206.
    • (2010) BioControl , vol.56 , pp. 193-206
    • Wang, S.1    Michaud, J.P.2    Tan, X.L.3    Zhang, F.4    Guo, X.J.5
  • 51
    • 37749014361 scopus 로고    scopus 로고
    • Intraguild predation of immature stage of British and Japanese coccinellids by the invasive ladybird Harmonia axyridis
    • Ware RL, Majerus MEN (2008) Intraguild predation of immature stage of British and Japanese coccinellids by the invasive ladybird Harmonia axyridis. BioControl 53: 169-188.
    • (2008) BioControl , vol.53 , pp. 169-188
    • Ware, R.L.1    Majerus, M.E.N.2
  • 52
    • 0032733634 scopus 로고    scopus 로고
    • Effect of cannibalism and predation on the larval performance of two ladybird beetles
    • Yasuda H, Ohnuma N (1999) Effect of cannibalism and predation on the larval performance of two ladybird beetles. Entmol Exp Appl 93: 63-67.
    • (1999) Entmol Exp Appl , vol.93 , pp. 63-67
    • Yasuda, H.1    Ohnuma, N.2
  • 53
    • 11144325620 scopus 로고    scopus 로고
    • Asymmetric larval interactions between introduced and indigenous ladybirds in North America
    • Yasuda H, Evans EW, Kajita Y, Urakawa K, Takizawa T (2004) Asymmetric larval interactions between introduced and indigenous ladybirds in North America. Oecologia 141: 722-731.
    • (2004) Oecologia , vol.141 , pp. 722-731
    • Yasuda, H.1    Evans, E.W.2    Kajita, Y.3    Urakawa, K.4    Takizawa, T.5


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