메뉴 건너뛰기




Volumn 8, Issue 1, 2016, Pages 122-135

Analysis of young Miscanthus × giganteus yield variability: A survey of farmers' fields in east central France

Author keywords

Bioenergy; Commercial yield; Miscanthus giganteus; On farm research; Perennial crop establishment; Regional agronomic diagnosis

Indexed keywords

AGRICULTURE; BIOFUELS; BIOMASS; ENVIRONMENTAL IMPACT;

EID: 84954366327     PISSN: 17571693     EISSN: 17571707     Source Type: Journal    
DOI: 10.1111/gcbb.12247     Document Type: Article
Times cited : (21)

References (62)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H (1974) A new look at the statistical model identification. IEEE Transactions on Automatic Control, 19, 716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.19 , pp. 716-723
    • Akaike, H.1
  • 3
    • 84896733420 scopus 로고    scopus 로고
    • Nitrogen fertilization does significantly increase yields of stands of Miscanthus × giganteus and Panicum virgatum in multiyear trials in Illinois
    • Arundale RA, Dohleman FG, Voigt TB, Long SP (2014a) Nitrogen fertilization does significantly increase yields of stands of Miscanthus × giganteus and Panicum virgatum in multiyear trials in Illinois. BioEnergy Research, 7, 408-416.
    • (2014) BioEnergy Research , vol.7 , pp. 408-416
    • Arundale, R.A.1    Dohleman, F.G.2    Voigt, T.B.3    Long, S.P.4
  • 5
    • 85041431783 scopus 로고    scopus 로고
    • Étude des déterminants agronomiques de la production de biomasse du miscanthus
    • Master thesis, Purpan, Toulouse, France, pp.
    • Audoire S (2011) Étude des déterminants agronomiques de la production de biomasse du miscanthus. Master thesis, Purpan, Toulouse, France, 63 pp.
    • (2011) , pp. 63
    • Audoire, S.1
  • 6
    • 84866897294 scopus 로고    scopus 로고
    • Harmonising bioenergy resource potentials-Methodological lessons from review of state of the art bioenergy potential assessments
    • Batidzirai B, Smeets EMW, Faaij APC (2012) Harmonising bioenergy resource potentials-Methodological lessons from review of state of the art bioenergy potential assessments. Renewable and Sustainable Energy Reviews, 16, 6598-6630.
    • (2012) Renewable and Sustainable Energy Reviews , vol.16 , pp. 6598-6630
    • Batidzirai, B.1    Smeets, E.M.W.2    Faaij, A.P.C.3
  • 7
    • 0030783856 scopus 로고    scopus 로고
    • Seasonal dynamics of nutrient accumulation and partitioning in the perennial C4-grasses Miscanthus × giganteus and Spartina cynosuroides
    • Beale CV, Long SP (1997) Seasonal dynamics of nutrient accumulation and partitioning in the perennial C4-grasses Miscanthus × giganteus and Spartina cynosuroides. Biomass and Bioenergy, 12, 419-428.
    • (1997) Biomass and Bioenergy , vol.12 , pp. 419-428
    • Beale, C.V.1    Long, S.P.2
  • 8
    • 0032982295 scopus 로고    scopus 로고
    • Rice yield and productivity gaps in irrigated systems of the forest zone of Cote d'Ivoire
    • Becker M, Johnson DE (1999) Rice yield and productivity gaps in irrigated systems of the forest zone of Cote d'Ivoire. Field Crops Research, 60, 201-208.
    • (1999) Field Crops Research , vol.60 , pp. 201-208
    • Becker, M.1    Johnson, D.E.2
  • 10
    • 59049096768 scopus 로고    scopus 로고
    • The impact of growing Miscanthus for biomass on farmland bird populations
    • Bellamy PE, Croxton PJ, Heard MS et al. (2009) The impact of growing Miscanthus for biomass on farmland bird populations. Biomass and Bioenergy, 33, 191-199.
    • (2009) Biomass and Bioenergy , vol.33 , pp. 191-199
    • Bellamy, P.E.1    Croxton, P.J.2    Heard, M.S.3
  • 12
    • 84856589027 scopus 로고    scopus 로고
    • Nutrient requirements of Miscanthus × giganteus: conclusions from a review of published studies
    • Cadoux S, Riche AB, Yates NE, Machet J-M (2012) Nutrient requirements of Miscanthus × giganteus: conclusions from a review of published studies. Biomass and Bioenergy, 38, 14-22.
    • (2012) Biomass and Bioenergy , vol.38 , pp. 14-22
    • Cadoux, S.1    Riche, A.B.2    Yates, N.E.3    Machet, J.-M.4
  • 14
    • 0036211727 scopus 로고    scopus 로고
    • Screening Miscanthus genotypes in field trials to optimise biomass yield and quality in Southern Germany
    • Clifton-Brown JC, Lewandowski I (2002) Screening Miscanthus genotypes in field trials to optimise biomass yield and quality in Southern Germany. European Journal of Agronomy, 16, 97-110.
    • (2002) European Journal of Agronomy , vol.16 , pp. 97-110
    • Clifton-Brown, J.C.1    Lewandowski, I.2
  • 17
    • 13544249670 scopus 로고    scopus 로고
    • Washington, DC, USA.
    • Consultive Group on International Agricultural Research (1999) CGIAR Research Priorities for Marginal Lands. Consultive Group on International Agricultural Research, Washington, DC, USA.
    • (1999) CGIAR Research Priorities for Marginal Lands
  • 18
    • 33845646267 scopus 로고    scopus 로고
    • Effects of soil water content and nitrogen supply on the productivity of Miscanthus × giganteus Greef et Deu. in a Mediterranean environment
    • Cosentino SL, Patanè C, Sanzone E, Copani V, Foti S (2007) Effects of soil water content and nitrogen supply on the productivity of Miscanthus × giganteus Greef et Deu. in a Mediterranean environment. Industrial Crops and Products, 25, 75-88.
    • (2007) Industrial Crops and Products , vol.25 , pp. 75-88
    • Cosentino, S.L.1    Patanè, C.2    Sanzone, E.3    Copani, V.4    Foti, S.5
  • 19
    • 4444245998 scopus 로고    scopus 로고
    • The yield gap of mango in Phrao, Thailand, as investigated through comparative performance evaluation
    • De Bie CAJM (2004) The yield gap of mango in Phrao, Thailand, as investigated through comparative performance evaluation. Scientia Horticulturae, 102, 37-52.
    • (2004) Scientia Horticulturae , vol.102 , pp. 37-52
    • De Bie, C.A.J.M.1
  • 20
    • 68249146450 scopus 로고    scopus 로고
    • More productive than maize in the Midwest: how does Miscanthus do it?
    • Dohleman F, Long S (2009) More productive than maize in the Midwest: how does Miscanthus do it? PLANT PHYSIOLOGY, 150, 2104-2115.
    • (2009) PLANT PHYSIOLOGY , vol.150 , pp. 2104-2115
    • Dohleman, F.1    Long, S.2
  • 21
    • 0031172339 scopus 로고    scopus 로고
    • A diagnostic method for assessing regional variations in crop yield
    • Doré T, Sebillotte M, Meynard JM (1997) A diagnostic method for assessing regional variations in crop yield. Agricultural Systems, 54, 169-188.
    • (1997) Agricultural Systems , vol.54 , pp. 169-188
    • Doré, T.1    Sebillotte, M.2    Meynard, J.M.3
  • 23
    • 84863940539 scopus 로고    scopus 로고
    • Comparative life cycle assessment of centralized and distributed biomass processing systems combined with mixed feedstock landscapes
    • Eranki PL, Dale BE (2011) Comparative life cycle assessment of centralized and distributed biomass processing systems combined with mixed feedstock landscapes. GCB Bioenergy, 3, 427-438.
    • (2011) GCB Bioenergy , vol.3 , pp. 427-438
    • Eranki, P.L.1    Dale, B.E.2
  • 24
  • 25
    • 1842834336 scopus 로고    scopus 로고
    • A quantitative review comparing the yields of two candidate C4 perennial biomass crops in relation to nitrogen, temperature and water
    • Heaton E, Voigt T, Long SP (2004) A quantitative review comparing the yields of two candidate C4 perennial biomass crops in relation to nitrogen, temperature and water. Biomass and Bioenergy, 27, 21-30.
    • (2004) Biomass and Bioenergy , vol.27 , pp. 21-30
    • Heaton, E.1    Voigt, T.2    Long, S.P.3
  • 28
    • 77957293975 scopus 로고    scopus 로고
    • Greenhouse gas emissions from four bioenergy crops in England and Wales: integrating spatial estimates of yield and soil carbon balance in life cycle analyses
    • Hillier J, Whittaker C, Dailey G et al. (2009) Greenhouse gas emissions from four bioenergy crops in England and Wales: integrating spatial estimates of yield and soil carbon balance in life cycle analyses. GCB Bioenergy, 1, 267-281.
    • (2009) GCB Bioenergy , vol.1 , pp. 267-281
    • Hillier, J.1    Whittaker, C.2    Dailey, G.3
  • 29
    • 0242651632 scopus 로고    scopus 로고
    • Measurement and estimation of evapotranspiration
    • In: (eds Pereira LS, Feddes A, Gilley JR, Lesaffre B) -. Kluwer Academic Publishers, Dordrecht, the Netherlands.
    • Itier B (1996) Measurement and estimation of evapotranspiration. In: Sustainability of Irrigated Agriculture (eds Pereira LS, Feddes A, Gilley JR, Lesaffre B), pp. 171-191. Kluwer Academic Publishers, Dordrecht, the Netherlands.
    • (1996) Sustainability of Irrigated Agriculture , pp. 171-191
    • Itier, B.1
  • 30
    • 0345558461 scopus 로고
    • Bases et techniques d'une cartographie des sols
    • Jamagne M (1968) Bases et techniques d'une cartographie des sols. Annales Agronomiques, 18, 142.
    • (1968) Annales Agronomiques , vol.18 , pp. 142
    • Jamagne, M.1
  • 31
    • 0033063381 scopus 로고    scopus 로고
    • Azodyn: a simple model simulating the date of nitrogen deficiency for decision support in wheat fertilization
    • Jeuffroy M-H, Recous S (1999) Azodyn: a simple model simulating the date of nitrogen deficiency for decision support in wheat fertilization. European Journal of Agronomy, 10, 129-144.
    • (1999) European Journal of Agronomy , vol.10 , pp. 129-144
    • Jeuffroy, M.-H.1    Recous, S.2
  • 32
    • 78650768757 scopus 로고    scopus 로고
    • Variation on biomass yield and morphological traits of energy grasses from the genus Miscanthus during the first years of crop establishment
    • Jezowski S, Glowacka K, Kaczmarek Z (2011) Variation on biomass yield and morphological traits of energy grasses from the genus Miscanthus during the first years of crop establishment. Biomass and Bioenergy, 35, 814-821.
    • (2011) Biomass and Bioenergy , vol.35 , pp. 814-821
    • Jezowski, S.1    Glowacka, K.2    Kaczmarek, Z.3
  • 33
    • 0001270727 scopus 로고    scopus 로고
    • Field pea transpiration and leaf growth in response to soil water deficits
    • Lecoeur J, Sinclair TR (1996) Field pea transpiration and leaf growth in response to soil water deficits. Crop Science, 36, 331-335.
    • (1996) Crop Science , vol.36 , pp. 331-335
    • Lecoeur, J.1    Sinclair, T.R.2
  • 34
    • 84879302838 scopus 로고    scopus 로고
    • Modeling long-term yield trends of Miscanthus × giganteus using experimental data from across Europe
    • Lesur C, Jeuffroy M-H, Makowski D et al. (2013) Modeling long-term yield trends of Miscanthus × giganteus using experimental data from across Europe. Field Crops Research, 149, 252-260.
    • (2013) Field Crops Research , vol.149 , pp. 252-260
    • Lesur, C.1    Jeuffroy, M.-H.2    Makowski, D.3
  • 35
    • 0037309082 scopus 로고    scopus 로고
    • Delayed harvest of Miscanthus - influences on biomass quantity and environmental impacts of energy production
    • Lewandowski I, Heinz A (2003) Delayed harvest of Miscanthus - influences on biomass quantity and environmental impacts of energy production. European Journal of Agronomy, 19, 45-63.
    • (2003) European Journal of Agronomy , vol.19 , pp. 45-63
    • Lewandowski, I.1    Heinz, A.2
  • 37
    • 0041353612 scopus 로고    scopus 로고
    • The development and current status of perennial rhizomatous grasses as energy crops in the US and in Europe
    • Lewandowski I, Scurlock J, Lindvall E, Christou M (2003) The development and current status of perennial rhizomatous grasses as energy crops in the US and in Europe. Biomass and Bioenergy, 25, 335-361.
    • (2003) Biomass and Bioenergy , vol.25 , pp. 335-361
    • Lewandowski, I.1    Scurlock, J.2    Lindvall, E.3    Christou, M.4
  • 38
    • 84863781426 scopus 로고    scopus 로고
    • Miscanthus × giganteus productivity: the effects of management in different environments
    • Maughan M, Bollero G, Lee DK et al. (2012) Miscanthus × giganteus productivity: the effects of management in different environments. GCB Bioenergy, 4, 253-265.
    • (2012) GCB Bioenergy , vol.4 , pp. 253-265
    • Maughan, M.1    Bollero, G.2    Lee, D.K.3
  • 39
    • 44749089824 scopus 로고    scopus 로고
    • Meta-analysis of the effects of management factors on Miscanthus × giganteus growth and biomass production
    • Miguez FE, Villamil MB, Long SP, Bollero GA (2008) Meta-analysis of the effects of management factors on Miscanthus × giganteus growth and biomass production. Agricultural and Forest Meteorology, 148, 1280-1292.
    • (2008) Agricultural and Forest Meteorology , vol.148 , pp. 1280-1292
    • Miguez, F.E.1    Villamil, M.B.2    Long, S.P.3    Bollero, G.A.4
  • 40
    • 63749110207 scopus 로고    scopus 로고
    • The discrepancy between plot and field yields: harvest and storage losses of switchgrass
    • Monti A, Fazio S, Venturi G (2009) The discrepancy between plot and field yields: harvest and storage losses of switchgrass. Biomass and Bioenergy, 33, 841-847.
    • (2009) Biomass and Bioenergy , vol.33 , pp. 841-847
    • Monti, A.1    Fazio, S.2    Venturi, G.3
  • 42
    • 0000291065 scopus 로고
    • Water deficit effects on maize yields modeled under current and "greenhouse" climates
    • Muchow RC, Sinclair TR (1991) Water deficit effects on maize yields modeled under current and "greenhouse" climates. Agronomy Journal, 83, 1052-1059.
    • (1991) Agronomy Journal , vol.83 , pp. 1052-1059
    • Muchow, R.C.1    Sinclair, T.R.2
  • 43
    • 14644433120 scopus 로고    scopus 로고
    • Relationships between plant and soil water status in vine (Vitis vinifera L.)
    • Pellegrino A, Lebon E, Voltz M, Wery J (2005a) Relationships between plant and soil water status in vine (Vitis vinifera L.). Plant and Soil, 266, 129-142.
    • (2005) Plant and Soil , vol.266 , pp. 129-142
    • Pellegrino, A.1    Lebon, E.2    Voltz, M.3    Wery, J.4
  • 44
    • 28444477792 scopus 로고    scopus 로고
    • Towards a simple indicator of water stress in grapevine (Vitis vinifera L.) based on the differential sensitivities of vegetative growth components
    • Pellegrino A, Lebon E, Simonneau T, Wery J (2005b) Towards a simple indicator of water stress in grapevine (Vitis vinifera L.) based on the differential sensitivities of vegetative growth components. Australian Journal of Grape and Wine Research, 11, 306-315.
    • (2005) Australian Journal of Grape and Wine Research , vol.11 , pp. 306-315
    • Pellegrino, A.1    Lebon, E.2    Simonneau, T.3    Wery, J.4
  • 45
    • 0242625784 scopus 로고    scopus 로고
    • Identifying the yield potential of Miscanthus × giganteus: an assessment of the spatial and temporal variability of M. × giganteus biomass productivity across England and Wales
    • Price L, Bullard M, Lyons H, Anthony S, Nixon P (2004) Identifying the yield potential of Miscanthus × giganteus: an assessment of the spatial and temporal variability of M. × giganteus biomass productivity across England and Wales. Biomass and Bioenergy, 26, 3-13.
    • (2004) Biomass and Bioenergy , vol.26 , pp. 3-13
    • Price, L.1    Bullard, M.2    Lyons, H.3    Anthony, S.4    Nixon, P.5
  • 46
    • 54049139916 scopus 로고    scopus 로고
    • Comparison of stepwise selection and Bayesian model averaging for yield gap analysis
    • Prost L, Makowski D, Jeuffroy M-H (2008) Comparison of stepwise selection and Bayesian model averaging for yield gap analysis. Ecological Modelling, 219, 66-76.
    • (2008) Ecological Modelling , vol.219 , pp. 66-76
    • Prost, L.1    Makowski, D.2    Jeuffroy, M.-H.3
  • 47
  • 48
    • 78650571977 scopus 로고    scopus 로고
    • Performance of 15 different Miscanthus species and genotypes over 11 years
    • Riche A, Yates N, Christian D (2008) Performance of 15 different Miscanthus species and genotypes over 11 years. Aspects of Applied Biology, 90, 207-212.
    • (2008) Aspects of Applied Biology , vol.90 , pp. 207-212
    • Riche, A.1    Yates, N.2    Christian, D.3
  • 50
    • 77954842338 scopus 로고    scopus 로고
    • The environmental impacts of biomass crops: use by birds of Miscanthus in summer and winter in southwestern England
    • Sage R, Cunningham M, Haughton AJ, Mallott MD, Bohan DA, Riche A, Karp A (2010) The environmental impacts of biomass crops: use by birds of Miscanthus in summer and winter in southwestern England. Ibis, 152, 487-499.
    • (2010) Ibis , vol.152 , pp. 487-499
    • Sage, R.1    Cunningham, M.2    Haughton, A.J.3    Mallott, M.D.4    Bohan, D.A.5    Riche, A.6    Karp, A.7
  • 51
    • 0027135864 scopus 로고
    • Miscanthus-Sinensis-Giganteus production on several sites in Austria
    • Schwarz H (1993) Miscanthus-Sinensis-Giganteus production on several sites in Austria. Biomass & Bioenergy, 5, 413-419.
    • (1993) Biomass & Bioenergy , vol.5 , pp. 413-419
    • Schwarz, H.1
  • 52
    • 33845445034 scopus 로고    scopus 로고
    • Ground flora, small mammal and bird species diversity in Miscanthus (Miscanthus × giganteus) and reed canary-grass (Phalaris arundinacea) fields
    • Semere T, Slater FM (2007) Ground flora, small mammal and bird species diversity in Miscanthus (Miscanthus × giganteus) and reed canary-grass (Phalaris arundinacea) fields. Biomass and Bioenergy, 31, 20-29.
    • (2007) Biomass and Bioenergy , vol.31 , pp. 20-29
    • Semere, T.1    Slater, F.M.2
  • 53
    • 0022841883 scopus 로고
    • Influence of soil water supply on the plant water balance of four tropical grain legumes
    • Sinclair TR, Ludlow MM (1986) Influence of soil water supply on the plant water balance of four tropical grain legumes. Australian Journal of Plant Physiology, 13, 329-341.
    • (1986) Australian Journal of Plant Physiology , vol.13 , pp. 329-341
    • Sinclair, T.R.1    Ludlow, M.M.2
  • 54
    • 64249163682 scopus 로고    scopus 로고
    • The economical and environmental performance of Miscanthus and switchgrass production and supply chains in a European setting
    • Smeets EMW, Lewandowski IM, Faaij APC (2009) The economical and environmental performance of Miscanthus and switchgrass production and supply chains in a European setting. Renewable and Sustainable Energy Reviews, 13, 1230-1245.
    • (2009) Renewable and Sustainable Energy Reviews , vol.13 , pp. 1230-1245
    • Smeets, E.M.W.1    Lewandowski, I.M.2    Faaij, A.P.C.3
  • 55
    • 0033667584 scopus 로고    scopus 로고
    • Thresholds for chickpea leaf expansion and transpiration response to soil water deficit
    • Soltani A, Khooie FR, Ghassemi-Golezani K, Moghaddam M (2000) Thresholds for chickpea leaf expansion and transpiration response to soil water deficit. Field Crops Research, 68, 205-210.
    • (2000) Field Crops Research , vol.68 , pp. 205-210
    • Soltani, A.1    Khooie, F.R.2    Ghassemi-Golezani, K.3    Moghaddam, M.4
  • 56
    • 79952704433 scopus 로고    scopus 로고
    • Biomass production and nitrogen accumulation and remobilisation by Miscanthus × giganteus as influenced by nitrogen stocks in belowground organs
    • Strullu L, Cadoux S, Preudhomme M, Jeuffroy M-H, Beaudoin N (2011) Biomass production and nitrogen accumulation and remobilisation by Miscanthus × giganteus as influenced by nitrogen stocks in belowground organs. Field Crops Research, 121, 381-391.
    • (2011) Field Crops Research , vol.121 , pp. 381-391
    • Strullu, L.1    Cadoux, S.2    Preudhomme, M.3    Jeuffroy, M.-H.4    Beaudoin, N.5
  • 57
    • 35348984924 scopus 로고    scopus 로고
    • Energy crops in Ireland: quantifying the potential life-cycle greenhouse gas reductions of energy-crop electricity
    • Styles D, Jones MB (2007) Energy crops in Ireland: quantifying the potential life-cycle greenhouse gas reductions of energy-crop electricity. Biomass and Bioenergy, 31, 759-772.
    • (2007) Biomass and Bioenergy , vol.31 , pp. 759-772
    • Styles, D.1    Jones, M.B.2
  • 58
    • 43549104023 scopus 로고    scopus 로고
    • Energy crops in Ireland: an economic comparison of willow and Miscanthus production with conventional farming systems
    • Styles D, Thorne F, Jones MB (2008) Energy crops in Ireland: an economic comparison of willow and Miscanthus production with conventional farming systems. Biomass and Bioenergy, 32, 407-421.
    • (2008) Biomass and Bioenergy , vol.32 , pp. 407-421
    • Styles, D.1    Thorne, F.2    Jones, M.B.3
  • 59
    • 0032948991 scopus 로고    scopus 로고
    • Soil fertility management in irrigated rice systems in the Sahel and Savanna regions of West Africa. Part I. Agronomic analysis
    • Wopereis MS, Donovan C, Nebié B, Guindo D, N'Diaye MK (1999) Soil fertility management in irrigated rice systems in the Sahel and Savanna regions of West Africa. Part I. Agronomic analysis. Field Crops Research, 61, 125-145.
    • (1999) Field Crops Research , vol.61 , pp. 125-145
    • Wopereis, M.S.1    Donovan, C.2    Nebié, B.3    Guindo, D.4    N'Diaye, M.K.5
  • 60
    • 84887821012 scopus 로고    scopus 로고
    • Dedicated crops for advanced biofuels: consistent and diverging agronomic points of view between the USA and the EU-27
    • Zegada-Lizarazu W, Parrish D, Berti M, Monti A (2013) Dedicated crops for advanced biofuels: consistent and diverging agronomic points of view between the USA and the EU-27. Biofuels, Bioproducts and Biorefining, 7, 715-731.
    • (2013) Biofuels, Bioproducts and Biorefining , vol.7 , pp. 715-731
    • Zegada-Lizarazu, W.1    Parrish, D.2    Berti, M.3    Monti, A.4
  • 61
    • 84905408429 scopus 로고    scopus 로고
    • Assessing the impact of within crop heterogeneity ("patchiness") in young Miscanthus × giganteus fields on economic feasibility and soil carbon sequestration
    • Zimmermann J, Styles D, Hastings A, Dauber J, Jones MB (2013) Assessing the impact of within crop heterogeneity ("patchiness") in young Miscanthus × giganteus fields on economic feasibility and soil carbon sequestration. GCB Bioenergy, 6, 566-576.
    • (2013) GCB Bioenergy , vol.6 , pp. 566-576
    • Zimmermann, J.1    Styles, D.2    Hastings, A.3    Dauber, J.4    Jones, M.B.5
  • 62
    • 78650548183 scopus 로고    scopus 로고
    • Key traits for biomass production identified in different Miscanthus species at two harvest dates
    • Zub HW, Arnoult S, Brancourt-Hulmel M (2011) Key traits for biomass production identified in different Miscanthus species at two harvest dates. Biomass and Bioenergy, 35, 637-651.
    • (2011) Biomass and Bioenergy , vol.35 , pp. 637-651
    • Zub, H.W.1    Arnoult, S.2    Brancourt-Hulmel, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.