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Volumn 388, Issue 1-2, 2015, Pages 1-20

Next generation shovelomics: set up a tent and REST

Author keywords

Automated phenotyping; Heritability; Image processing; Maize; Root system architecture

Indexed keywords


EID: 84922567641     PISSN: 0032079X     EISSN: 15735036     Source Type: Journal    
DOI: 10.1007/s11104-015-2379-7     Document Type: Article
Times cited : (94)

References (61)
  • 2
    • 0033820062 scopus 로고    scopus 로고
    • Which roots penetrate the deepest in rice and maize root systems
    • Araki H, Hirayama M, Hirasawa H, Iijima M (2000) Which roots penetrate the deepest in rice and maize root systems. Plant Prot Sci 3:281–288
    • (2000) Plant Prot Sci , vol.3 , pp. 281-288
    • Araki, H.1    Hirayama, M.2    Hirasawa, H.3    Iijima, M.4
  • 3
    • 84907729433 scopus 로고    scopus 로고
    • Image-based high-throughput field phenotyping of crop roots
    • COI: 1:CAS:528:DC%2BC2cXhvFKrurvP, PID: 25187526
    • Bucksch A, Burridge J, York LM et al (2014) Image-based high-throughput field phenotyping of crop roots. Plant Physiol 166:470–486. doi:10.1104/pp. 114.243519
    • (2014) Plant Physiol , vol.166 , pp. 470-486
    • Bucksch, A.1    Burridge, J.2    York, L.M.3
  • 4
    • 84876440559 scopus 로고    scopus 로고
    • Phenotypic diversity of root anatomical and architectural traits in Zea species
    • Burton AL, Brown KM, Lynch JP (2013) Phenotypic diversity of root anatomical and architectural traits in Zea species. Crop Sci 53:1–15
    • (2013) Crop Sci , vol.53 , pp. 1-15
    • Burton, A.L.1    Brown, K.M.2    Lynch, J.P.3
  • 5
    • 84870234933 scopus 로고    scopus 로고
    • Mapping QTLs for root system architecture of maize (Zea mays L.) in the field at different developmental stages
    • PID: 22718302
    • Cai H, Chen F, Mi G et al (2012) Mapping QTLs for root system architecture of maize (Zea mays L.) in the field at different developmental stages. Theor Appl Genet 125:1313–24. doi:10.1007/s00122-012-1915-6
    • (2012) Theor Appl Genet , vol.125 , pp. 1313-1324
    • Cai, H.1    Chen, F.2    Mi, G.3
  • 6
    • 4644303991 scopus 로고    scopus 로고
    • Improving drought tolerance in maize: a view from industry
    • Campos H, Cooper M, Habben JE et al (2004) Improving drought tolerance in maize: a view from industry. Fields Crop Res 90:19–34
    • (2004) Fields Crop Res , vol.90 , pp. 19-34
    • Campos, H.1    Cooper, M.2    Habben, J.E.3
  • 7
    • 28344434975 scopus 로고    scopus 로고
    • Genetic analysis of maize root characteristics in response to low nitrogen stress
    • COI: 1:CAS:528:DC%2BD2MXht1KnsL3F
    • Chun L, Mi G, Li J et al (2005) Genetic analysis of maize root characteristics in response to low nitrogen stress. Plant Soil 276:369–382
    • (2005) Plant Soil , vol.276 , pp. 369-382
    • Chun, L.1    Mi, G.2    Li, J.3
  • 8
    • 50249156418 scopus 로고    scopus 로고
    • Genetic variation for N-remobilization and postsilking N-uptake in a set of maize recombinant inbred lines. 3. QTL detection and coincidences
    • COI: 1:CAS:528:DC%2BD1cXhtVSnsrnN, PID: 18566796
    • Coque M, Martin A, Veyrieras JB et al (2008) Genetic variation for N-remobilization and postsilking N-uptake in a set of maize recombinant inbred lines. 3. QTL detection and coincidences. Theor Appl Genet 117:729–747
    • (2008) Theor Appl Genet , vol.117 , pp. 729-747
    • Coque, M.1    Martin, A.2    Veyrieras, J.B.3
  • 10
    • 33750625524 scopus 로고    scopus 로고
    • Genetic variation and selection for nitrogen use efficiency in maize: a synthesis
    • Gallais A, Coque M (2005) Genetic variation and selection for nitrogen use efficiency in maize: a synthesis. Maydica 50:531–547
    • (2005) Maydica , vol.50 , pp. 531-547
    • Gallais, A.1    Coque, M.2
  • 11
    • 1142281836 scopus 로고    scopus 로고
    • An approach to the genetics of nitrogen use efficiency in maize
    • COI: 1:CAS:528:DC%2BD2cXms1egug%3D%3D, PID: 14739258
    • Gallais A, Hirel B (2004) An approach to the genetics of nitrogen use efficiency in maize. J Exp Bot 55:295–306
    • (2004) J Exp Bot , vol.55 , pp. 295-306
    • Gallais, A.1    Hirel, B.2
  • 12
    • 80053637815 scopus 로고    scopus 로고
    • Novel temporal, fine-scale and growth variation phenotypes in roots of adult-stage maize (Zea mays L.) in response to low nitrogen stress
    • COI: 1:CAS:528:DC%2BC3MXhs1Glt7nE, PID: 21848860
    • Gaudin ACM, McClymont SA, Holmes BM et al (2011) Novel temporal, fine-scale and growth variation phenotypes in roots of adult-stage maize (Zea mays L.) in response to low nitrogen stress. Plant Cell Environ 34:2122–2137
    • (2011) Plant Cell Environ , vol.34 , pp. 2122-2137
    • Gaudin, A.C.M.1    McClymont, S.A.2    Holmes, B.M.3
  • 13
    • 28544451008 scopus 로고    scopus 로고
    • Root-ABA1, a major constitutive QTL, affects maize root architecture and leaf ABA concentration at different water regimes
    • COI: 1:CAS:528:DC%2BD2MXht1GlsbnF, PID: 16246858
    • Giuliani S, Sanguineti MC, Tuberosa R et al (2005) Root-ABA1, a major constitutive QTL, affects maize root architecture and leaf ABA concentration at different water regimes. J Exp Bot 56:3061–3070
    • (2005) J Exp Bot , vol.56 , pp. 3061-3070
    • Giuliani, S.1    Sanguineti, M.C.2    Tuberosa, R.3
  • 14
    • 84898056600 scopus 로고    scopus 로고
    • Early vertical distribution of roots and its association with drought tolerance in tropical maize
    • COI: 1:CAS:528:DC%2BC3sXitVWht7bL
    • Grieder C, Trachsel S, Hund A (2014) Early vertical distribution of roots and its association with drought tolerance in tropical maize. Plant Soil 377:295–308. doi:10.1007/s11104-013-1997-1
    • (2014) Plant Soil , vol.377 , pp. 295-308
    • Grieder, C.1    Trachsel, S.2    Hund, A.3
  • 15
    • 80051792199 scopus 로고    scopus 로고
    • High-throughput phenotyping technology for maize roots
    • Grift TE, Novais J, Bohn M (2011) High-throughput phenotyping technology for maize roots. Biosyst Eng 110:40–48
    • (2011) Biosyst Eng , vol.110 , pp. 40-48
    • Grift, T.E.1    Novais, J.2    Bohn, M.3
  • 17
    • 59249088046 scopus 로고    scopus 로고
    • Can changes in canopy and/or root system architecture explain historical maize yield trends in the US corn belt?
    • Hammer G, Dong Z, McLean G et al (2009) Can changes in canopy and/or root system architecture explain historical maize yield trends in the US corn belt? Crop Sci 49:299–312
    • (2009) Crop Sci , vol.49 , pp. 299-312
    • Hammer, G.1    Dong, Z.2    McLean, G.3
  • 18
    • 73249116428 scopus 로고    scopus 로고
    • The maize root system: morphology, anatomy, and genetics
    • Hake SC, Bennetzen JL, (eds), Springer New York, New York:
    • Hochholdinger F (2009) The maize root system: morphology, anatomy, and genetics. In: Hake SC, Bennetzen JL (eds) Handb. maize Its Biol. Springer New York, New York, pp 145–160
    • (2009) Handb. maize Its Biol , pp. 145-160
    • Hochholdinger, F.1
  • 19
    • 62349095516 scopus 로고    scopus 로고
    • Genetic and genomic dissection of maize root development and architecture
    • COI: 1:CAS:528:DC%2BD1MXjsVOgtbk%3D, PID: 19157956
    • Hochholdinger F, Tuberosa R (2009) Genetic and genomic dissection of maize root development and architecture. Curr Opin Plant Biol 12:172–177
    • (2009) Curr Opin Plant Biol , vol.12 , pp. 172-177
    • Hochholdinger, F.1    Tuberosa, R.2
  • 20
    • 77955533319 scopus 로고    scopus 로고
    • Genetic variation in the gravitropic response of maize roots to low temperatures
    • Hund A (2010) Genetic variation in the gravitropic response of maize roots to low temperatures. Plant Roots 4:22–30. doi:10.3117/plantroot.4.22
    • (2010) Plant Roots , vol.4 , pp. 22-30
    • Hund, A.1
  • 21
    • 4344707502 scopus 로고    scopus 로고
    • QTL controlling root and shoot traits of maize seedlings under cold stress
    • COI: 1:CAS:528:DC%2BD2cXmt1Krs7w%3D, PID: 15179549
    • Hund A, Fracheboud Y, Soldati A et al (2004) QTL controlling root and shoot traits of maize seedlings under cold stress. Theor Appl Genet 109:618–29
    • (2004) Theor Appl Genet , vol.109 , pp. 618-629
    • Hund, A.1    Fracheboud, Y.2    Soldati, A.3
  • 22
    • 79958768491 scopus 로고    scopus 로고
    • A consensus map of QTLs controlling the root length of maize
    • COI: 1:CAS:528:DC%2BC3MXnsVCjtbs%3D
    • Hund A, Reimer R, Messmer R (2011) A consensus map of QTLs controlling the root length of maize. Plant Soil 344:143–158
    • (2011) Plant Soil , vol.344 , pp. 143-158
    • Hund, A.1    Reimer, R.2    Messmer, R.3
  • 23
    • 77949519597 scopus 로고    scopus 로고
    • Imaging and analysis platform for automatic phenotyping and trait ranking of plant root systems
    • COI: 1:CAS:528:DC%2BC3cXmsF2ls78%3D, PID: 20107024
    • Iyer-Pascuzzi AS, Symonova O, Mileyko Y et al (2010) Imaging and analysis platform for automatic phenotyping and trait ranking of plant root systems. Plant Physiol 152:1148–1157
    • (2010) Plant Physiol , vol.152 , pp. 1148-1157
    • Iyer-Pascuzzi, A.S.1    Symonova, O.2    Mileyko, Y.3
  • 24
    • 0009061179 scopus 로고
    • Nodule distribution among root morphological components of field-grown cowpeas
    • Kahn BA, Stoffella JP (1991) Nodule distribution among root morphological components of field-grown cowpeas. J Am Soc Hortic Sci 116:655–658
    • (1991) J Am Soc Hortic Sci , vol.116 , pp. 655-658
    • Kahn, B.A.1    Stoffella, J.P.2
  • 25
    • 84865426438 scopus 로고    scopus 로고
    • QTL mapping and epistasis analysis of brace root traits in maize
    • Ku LX, Sun ZH, Wang CL et al (2012) QTL mapping and epistasis analysis of brace root traits in maize. Mol Breed 30:697–708
    • (2012) Mol Breed , vol.30 , pp. 697-708
    • Ku, L.X.1    Sun, Z.H.2    Wang, C.L.3
  • 26
    • 84863992907 scopus 로고    scopus 로고
    • Genotypic variation for root architecture traits in seedlings of maize (Zea mays L.) inbred lines
    • Kumar B, Abdel Ghani AH, Reyes-Matamoros J et al (2012) Genotypic variation for root architecture traits in seedlings of maize (Zea mays L.) inbred lines. Plant Breed 131:465–478
    • (2012) Plant Breed , vol.131 , pp. 465-478
    • Kumar, B.1    Abdel Ghani, A.H.2    Reyes-Matamoros, J.3
  • 28
    • 0034534283 scopus 로고    scopus 로고
    • Root development of maize (Zea mays L.) as observed with minirhizotrons in lysimeters
    • Liedgens M, Soldati A, Stamp P, Richner W (2000) Root development of maize (Zea mays L.) as observed with minirhizotrons in lysimeters. Crop Sci 40:1665–1672
    • (2000) Crop Sci , vol.40 , pp. 1665-1672
    • Liedgens, M.1    Soldati, A.2    Stamp, P.3    Richner, W.4
  • 29
    • 41049108615 scopus 로고    scopus 로고
    • Mapping QTLs for root traits under different nitrate levels at the seedling stage in maize (Zea mays L.)
    • COI: 1:CAS:528:DC%2BD1cXjsVGitLY%3D
    • Liu J, Li J, Chen F (2008) Mapping QTLs for root traits under different nitrate levels at the seedling stage in maize (Zea mays L.). Plant Soil 305:253–265
    • (2008) Plant Soil , vol.305 , pp. 253-265
    • Liu, J.1    Li, J.2    Chen, F.3
  • 30
    • 0028896324 scopus 로고
    • Root architecture and plant productivity
    • COI: 1:CAS:528:DyaK2MXotFWmsr0%3D, PID: 12228579
    • Lynch JP (1995) Root architecture and plant productivity. Plant Physiol 109:7–13
    • (1995) Plant Physiol , vol.109 , pp. 7-13
    • Lynch, J.P.1
  • 31
    • 84880273354 scopus 로고    scopus 로고
    • Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems
    • Lynch JP (2013) Steep, cheap and deep: an ideotype to optimize water and N acquisition by maize root systems. Ann Bot. doi:10.1093/aob/mcs293
    • (2013) Ann Bot
    • Lynch, J.P.1
  • 32
    • 0036852073 scopus 로고    scopus 로고
    • Maize leaves turn away from neighbors
    • COI: 1:CAS:528:DC%2BD38XovVOmsr0%3D, PID: 12427985
    • Maddonni GA, Otegui E, Andrieu B et al (2002) Maize leaves turn away from neighbors. Plant Physiol 130:1181–1189. doi:10.1104/pp. 009738.nated
    • (2002) Plant Physiol , vol.130 , pp. 1181-1189
    • Maddonni, G.A.1    Otegui, E.2    Andrieu, B.3
  • 33
    • 79959471494 scopus 로고    scopus 로고
    • Natural genetic variation for root traits among diversity lines of maize (Zea Mays L.)
    • Manavalan LP, Musket T, Nguyen HT (2012) Natural genetic variation for root traits among diversity lines of maize (Zea Mays L.). Maydica 56
    • (2012) Maydica , pp. 56
    • Manavalan, L.P.1    Musket, T.2    Nguyen, H.T.3
  • 34
    • 84991971833 scopus 로고    scopus 로고
    • Boxcount
    • Moisy F (2006) “Boxcount” (Matlab Central, 2006). http://www.mathworks.com/matlabcentral/fileexchange/13063-boxcount. Accessed 30 May 2013
    • (2006) Matlab Central, 2006
    • Moisy, F.1
  • 35
    • 0030635081 scopus 로고    scopus 로고
    • Fractal geometry of bean root systems: correlations between spatial and fractal dimension
    • COI: 1:STN:280:DC%2BD3MnlvVSlsw%3D%3D, PID: 11539495
    • Nielsen KL, Lynch JP, Weiss HN (1997) Fractal geometry of bean root systems: correlations between spatial and fractal dimension. Am J Bot 84:26–33
    • (1997) Am J Bot , vol.84 , pp. 26-33
    • Nielsen, K.L.1    Lynch, J.P.2    Weiss, H.N.3
  • 36
    • 0032446716 scopus 로고    scopus 로고
    • Fractal geometry of root systems: field observations of contrasting genotypes of common bean (Phaseolus vulgaris L.) grown under different phosphorus regimes
    • Nielsen KL, Miller CR, Beck D, Lynch JP (1999) Fractal geometry of root systems: field observations of contrasting genotypes of common bean (Phaseolus vulgaris L.) grown under different phosphorus regimes. Plant Soil 206:181–190
    • (1999) Plant Soil , vol.206 , pp. 181-190
    • Nielsen, K.L.1    Miller, C.R.2    Beck, D.3    Lynch, J.P.4
  • 37
    • 0018306059 scopus 로고
    • A threshold selection method from gray-level histogrmas
    • Otsu N (1979) A threshold selection method from gray-level histogrmas. IEEE Trans Syst Man Cybern 9:62–6
    • (1979) IEEE Trans Syst Man Cybern , vol.9 , pp. 62-66
    • Otsu, N.1
  • 38
    • 84868681145 scopus 로고    scopus 로고
    • Phenotyping for drought tolerance in grain crops: when is it useful to breeders?
    • Passioura JB (2012) Phenotyping for drought tolerance in grain crops: when is it useful to breeders? Funct Plant Biol 39:851–859
    • (2012) Funct Plant Biol , vol.39 , pp. 851-859
    • Passioura, J.B.1
  • 39
    • 37249082900 scopus 로고    scopus 로고
    • Computing heritability and selection response from unbalanced plant breeding trials
    • PID: 18039886
    • Piepho H-P, Möhring J (2007) Computing heritability and selection response from unbalanced plant breeding trials. Genetics 177:1881–1888
    • (2007) Genetics , vol.177 , pp. 1881-1888
    • Piepho, H.-P.1    Möhring, J.2
  • 41
    • 75849163620 scopus 로고    scopus 로고
    • QTLs for the elongation of axile and lateral roots of maize in response to low water potential
    • COI: 1:STN:280:DC%2BC3c%2FjslOjsQ%3D%3D, PID: 19847387
    • Ruta N, Liedgens M, Fracheboud Y (2010) QTLs for the elongation of axile and lateral roots of maize in response to low water potential. Theor Appl Genet 120:621–631
    • (2010) Theor Appl Genet , vol.120 , pp. 621-631
    • Ruta, N.1    Liedgens, M.2    Fracheboud, Y.3
  • 42
    • 84907716689 scopus 로고    scopus 로고
    • Low crown root number enhances nitrogen acquisition from low-nitrogen soils in maize
    • COI: 1:CAS:528:DC%2BC2cXhvFKit7rF, PID: 24706553
    • Saengwilai P, Tian X, Lynch JP (2014) Low crown root number enhances nitrogen acquisition from low-nitrogen soils in maize. Plant Physiol 166:581–9. doi:10.1104/pp. 113.232603
    • (2014) Plant Physiol , vol.166 , pp. 581-589
    • Saengwilai, P.1    Tian, X.2    Lynch, J.P.3
  • 43
    • 77954688860 scopus 로고    scopus 로고
    • Morphological and architectural development of root systems in sorghum and maize
    • COI: 1:CAS:528:DC%2BC3cXovFCjtrs%3D
    • Singh V, Oosterom EJ, Jordan DR et al (2010) Morphological and architectural development of root systems in sorghum and maize. Plant Soil 333:287–299
    • (2010) Plant Soil , vol.333 , pp. 287-299
    • Singh, V.1    Oosterom, E.J.2    Jordan, D.R.3
  • 44
    • 0000603602 scopus 로고
    • Root characteristics of black beans. II. Morphological differences among genotypes
    • Stoffella PJ, Sandsted RF, Zobel RW, Hymes WL (1979) Root characteristics of black beans. II. Morphological differences among genotypes. Crop Sci 19:826–830
    • (1979) Crop Sci , vol.19 , pp. 826-830
    • Stoffella, P.J.1    Sandsted, R.F.2    Zobel, R.W.3    Hymes, W.L.4
  • 45
    • 79952617747 scopus 로고    scopus 로고
    • Shovelomics: high throughput phenotyping of maize (Zea mays L.) root architecture in the field
    • COI: 1:CAS:528:DC%2BC3MXjt1Wjsrc%3D
    • Trachsel S, Kaeppler SM, Brown KM, Lynch JP (2011) Shovelomics: high throughput phenotyping of maize (Zea mays L.) root architecture in the field. Plant Soil 341:75–87
    • (2011) Plant Soil , vol.341 , pp. 75-87
    • Trachsel, S.1    Kaeppler, S.M.2    Brown, K.M.3    Lynch, J.P.4
  • 47
    • 0242408449 scopus 로고    scopus 로고
    • A comparison of root characteristics in relation to nutrient and water stress in two maize hybrids
    • COI: 1:CAS:528:DC%2BD3sXotV2js7k%3D
    • Vamerali T, Saccomani M, Bona S et al (2003) A comparison of root characteristics in relation to nutrient and water stress in two maize hybrids. Plant Soil 255:157–167
    • (2003) Plant Soil , vol.255 , pp. 157-167
    • Vamerali, T.1    Saccomani, M.2    Bona, S.3
  • 48
    • 84872959297 scopus 로고    scopus 로고
    • META: a suite of SAS programs to analyze multienvironment breeding trials
    • Vargas M, Combs E, Alvarado G et al (2013) META: a suite of SAS programs to analyze multienvironment breeding trials. Agron J 105:11–19
    • (2013) Agron J , vol.105 , pp. 11-19
    • Vargas, M.1    Combs, E.2    Alvarado, G.3
  • 49
    • 4544239748 scopus 로고    scopus 로고
    • Modelling applicability of fractal analysis to efficiency of soil exploration by roots
    • PID: 15145791
    • Walk TC, Van Erp E, Lynch JP (2004) Modelling applicability of fractal analysis to efficiency of soil exploration by roots. Ann Bot 94:119–28. doi:10.1093/aob/mch116
    • (2004) Ann Bot , vol.94 , pp. 119-128
    • Walk, T.C.1    Van Erp, E.2    Lynch, J.P.3
  • 50
    • 3343013038 scopus 로고
    • Investigations on the root habits of plants
    • Weaver JE (1925) Investigations on the root habits of plants. Am J Bot 12:502–509
    • (1925) Am J Bot , vol.12 , pp. 502-509
    • Weaver, J.E.1
  • 51
    • 0028050921 scopus 로고
    • Root growth and nitrate utilization of maize cultivars under field conditions
    • COI: 1:CAS:528:DyaK2MXislWmt7g%3D
    • Wiesler F, Horst WJ (1994) Root growth and nitrate utilization of maize cultivars under field conditions. Plant Soil 163:267–277
    • (1994) Plant Soil , vol.163 , pp. 267-277
    • Wiesler, F.1    Horst, W.J.2
  • 52
    • 84858726006 scopus 로고    scopus 로고
    • Nitrogen efficiency as related to dry matter partitioning and root system size in tropical mid-altitude maize hybrids under different levels of nitrogen stress
    • Worku M, Bänziger M, Friesen D, Diallo AO, Horst WJ (2012) Nitrogen efficiency as related to dry matter partitioning and root system size in tropical mid-altitude maize hybrids under different levels of nitrogen stress. Fields Crop Res 130:57–67
    • (2012) Fields Crop Res , vol.130 , pp. 57-67
    • Worku, M.1    Bänziger, M.2    Friesen, D.3    Diallo, A.O.4    Horst, W.J.5
  • 53
    • 28944449911 scopus 로고    scopus 로고
    • Develping existing plant root system architecture models to meet future agricultural challenges
    • Wu L, McGechan MB, Watson CA, Baddeley JA (2005) Develping existing plant root system architecture models to meet future agricultural challenges. Adv Agron 85:181–219
    • (2005) Adv Agron , vol.85 , pp. 181-219
    • Wu, L.1    McGechan, M.B.2    Watson, C.A.3    Baddeley, J.A.4
  • 54
    • 84900867976 scopus 로고    scopus 로고
    • Integration of root phenes for soil resource acquisition
    • York LM, Nord EA, Lynch JP (2013) Integration of root phenes for soil resource acquisition. Front Plant Sci 4:1–15. doi:10.3389/fpls.2013.00355
    • (2013) Front Plant Sci , vol.4 , pp. 1-15
    • York, L.M.1    Nord, E.A.2    Lynch, J.P.3
  • 55
    • 34250670011 scopus 로고    scopus 로고
    • Root water uptake and profile soil water as affected by vertical root distribution
    • Yu G-R, Zhuang J, Nakayama K, Jin Y (2007) Root water uptake and profile soil water as affected by vertical root distribution. Plant Ecol 189:15–30
    • (2007) Plant Ecol , vol.189 , pp. 15-30
    • Yu, G.-R.1    Zhuang, J.2    Nakayama, K.3    Jin, Y.4
  • 56
    • 68749095681 scopus 로고    scopus 로고
    • Maize root complexity analysis using a support vector machine method
    • Zhong D, Novais J, Grift TE et al (2009) Maize root complexity analysis using a support vector machine method. Comput Electron Agric 69:46–50
    • (2009) Comput Electron Agric , vol.69 , pp. 46-50
    • Zhong, D.1    Novais, J.2    Grift, T.E.3
  • 57
    • 23944519672 scopus 로고    scopus 로고
    • Mapping of QTLs for lateral root branching and length in maize (Zea mays L.) under differential phosphorus supply
    • COI: 1:CAS:528:DC%2BD2MXos1GjsLg%3D, PID: 16021413
    • Zhu J, Kaeppler SM, Lynch JP (2005a) Mapping of QTLs for lateral root branching and length in maize (Zea mays L.) under differential phosphorus supply. Theor Appl Genet 111:688–95. doi:10.1007/s00122-005-2051-3
    • (2005) Theor Appl Genet , vol.111 , pp. 688-695
    • Zhu, J.1    Kaeppler, S.M.2    Lynch, J.P.3
  • 58
    • 24744468021 scopus 로고    scopus 로고
    • Topsoil foraging and phosphorus acquisition efficiency in maize (Zea mays)
    • COI: 1:CAS:528:DC%2BD2MXmvVOgsLo%3D
    • Zhu J, Kaeppler SM, Lynch JP (2005b) Topsoil foraging and phosphorus acquisition efficiency in maize (Zea mays). Funct Plant Biol 32:749. doi:10.1071/FP05005
    • (2005) Funct Plant Biol , vol.32 , pp. 749
    • Zhu, J.1    Kaeppler, S.M.2    Lynch, J.P.3
  • 59
    • 79957745215 scopus 로고    scopus 로고
    • From lab to field, new approaches to phenotyping root system architecture
    • PID: 21530367
    • Zhu J, Ingram PA, Benfey PN, Elich T (2011) From lab to field, new approaches to phenotyping root system architecture. Curr Opin Plant Biol 14:310–317
    • (2011) Curr Opin Plant Biol , vol.14 , pp. 310-317
    • Zhu, J.1    Ingram, P.A.2    Benfey, P.N.3    Elich, T.4
  • 60
    • 79959575889 scopus 로고    scopus 로고
    • A developmental genetic basis for defining root classes
    • Zobel RW (2011) A developmental genetic basis for defining root classes. Crop Sci 51:1410. doi:10.2135/cropsci2010.11.0652
    • (2011) Crop Sci , vol.51 , pp. 1410
    • Zobel, R.W.1
  • 61
    • 77955246211 scopus 로고    scopus 로고
    • A plant root system architectural taxonomy: a framework for root nomenclature
    • Zobel RW, Waisel Y (2010) A plant root system architectural taxonomy: a framework for root nomenclature. Plant Biosyst 144:507–512. doi:10.1080/11263501003764483
    • (2010) Plant Biosyst , vol.144 , pp. 507-512
    • Zobel, R.W.1    Waisel, Y.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.