메뉴 건너뛰기




Volumn 31, Issue 8, 2008, Pages 1393-1419

Adjusting midseason nitrogen rate using a sensor-based optimization algorithm to increase use efficiency in corn

Author keywords

Coefficient of variation; Corn; Nitrogen fertilization optimization algorithm; Normalized difference vegetation index; Response index; Yield potential

Indexed keywords

ZEA MAYS;

EID: 46949109368     PISSN: 01904167     EISSN: 15324087     Source Type: Journal    
DOI: 10.1080/01904160802208261     Document Type: Article
Times cited : (60)

References (61)
  • 1
    • 0034026627 scopus 로고    scopus 로고
    • Spectral vegetation indices as nondestructive tools for determining durum wheat yield
    • Aparicio, N., D. Villegas, J. Casadesus, J. L. Araus, and C. Royo. 2000. Spectral vegetation indices as nondestructive tools for determining durum wheat yield. Agronomy Journal 92: 83-91.
    • (2000) Agronomy Journal , vol.92 , pp. 83-91
    • Aparicio, N.1    Villegas, D.2    Casadesus, J.3    Araus, J.L.4    Royo, C.5
  • 3
    • 0000556412 scopus 로고
    • Optimizing soil and fertility nitrogen use for intensively managed winter wheat. II. Critical levels and optimum N fertilizer rates
    • Baethgen, W. E., and M. M. Alley. 1989. Optimizing soil and fertility nitrogen use for intensively managed winter wheat. II. Critical levels and optimum N fertilizer rates. Agronomy Journal 81: 120-125.
    • (1989) Agronomy Journal , vol.81 , pp. 120-125
    • Baethgen, W.E.1    Alley, M.M.2
  • 4
    • 0036889265 scopus 로고    scopus 로고
    • Using satellite and field data with crop growth modeling to monitor and estimate maize yield in Mexico
    • Baez-Gonzalez, A. D., P. Chen, M. Tiscareño-Lopez, and R. Srinivasan. 2002. Using satellite and field data with crop growth modeling to monitor and estimate maize yield in Mexico. Crop Science 42: 1943-1949.
    • (2002) Crop Science , vol.42 , pp. 1943-1949
    • Baez-Gonzalez, A.D.1    Chen, P.2    Tiscareño-Lopez, M.3    Srinivasan, R.4
  • 5
    • 46949106001 scopus 로고
    • Optimizing nitrogen management for corn production in Illinois
    • IL: University of Illinois, Urbana-Champaign, IL, 27-29 January
    • Below, F. E., P. S. Brandau, and D. G. Bullock. 1992. Optimizing nitrogen management for corn production in Illinois. In: Illinois Fertilizer Conference Proceedings, Urbana-Champaign, IL: University of Illinois, Urbana-Champaign, IL, 27-29 January.
    • (1992) Illinois Fertilizer Conference Proceedings, Urbana-Champaign
    • Below, F.E.1    Brandau, P.S.2    Bullock, D.G.3
  • 6
    • 0029827946 scopus 로고    scopus 로고
    • Aerial photography to detect nitrogen stress in corn
    • Blackmer, T. M., and J. S. Schepers. 1996. Aerial photography to detect nitrogen stress in corn. J. Plant Physiol. 148:440-444.
    • (1996) J. Plant Physiol , vol.148 , pp. 440-444
    • Blackmer, T.M.1    Schepers, J.S.2
  • 7
    • 0028253889 scopus 로고
    • Light reflectance compared with other nitrogen stress measurements in corn leaves
    • Blackmer, T. M., J. S. Schepers, and G. E. Varvel. 1994. Light reflectance compared with other nitrogen stress measurements in corn leaves. Agronomy Journal 86: 934-938.
    • (1994) Agronomy Journal , vol.86 , pp. 934-938
    • Blackmer, T.M.1    Schepers, J.S.2    Varvel, G.E.3
  • 8
    • 0038423335 scopus 로고
    • Springapplied nitrogen fertilizer influence on winter wheat and residual soil nitrate
    • Boman, R. K., R. L. Westerman, W. R. Raun, and M. E. Jojola. 1995. Springapplied nitrogen fertilizer influence on winter wheat and residual soil nitrate. Journal of Production Agriculture 8: 584-589.
    • (1995) Journal of Production Agriculture , vol.8 , pp. 584-589
    • Boman, R.K.1    Westerman, R.L.2    Raun, W.R.3    Jojola, M.E.4
  • 10
    • 0031975624 scopus 로고    scopus 로고
    • Monitoring rice reflectance at field level for estimating biomass and LAI
    • Casanova, D., G. F. Epema, and J. Goudriana. 1998. Monitoring rice reflectance at field level for estimating biomass and LAI. Field Crops Research 55: 83-92.
    • (1998) Field Crops Research , vol.55 , pp. 83-92
    • Casanova, D.1    Epema, G.F.2    Goudriana, J.3
  • 11
    • 0000222485 scopus 로고
    • Nitrogen supply effects on partitioning of dry matter and nitrogen to grain of irrigated wheat
    • Cassman, K. G., D. C. Bryant, A. E. Fulton, and L. F. Jackson. 1992. Nitrogen supply effects on partitioning of dry matter and nitrogen to grain of irrigated wheat. Crop Science 32: 1252-1258.
    • (1992) Crop Science , vol.32 , pp. 1252-1258
    • Cassman, K.G.1    Bryant, D.C.2    Fulton, A.E.3    Jackson, L.F.4
  • 15
    • 33646164663 scopus 로고    scopus 로고
    • Enhancing nitrogen use efficiency in crop plants
    • Fageria, N. K., and V. C. Baligar. 2005. Enhancing nitrogen use efficiency in crop plants. Advances in Agronomy 88: 97-185.
    • (2005) Advances in Agronomy , vol.88 , pp. 97-185
    • Fageria, N.K.1    Baligar, V.C.2
  • 18
    • 0001662732 scopus 로고    scopus 로고
    • Flux and sources of nutrients in the Mississippi-Atchafalaya River Basin - topic 3 report for the integrated assessment on hypoxia in the Gulf of Mexico
    • Silver Spring, MD: NOAA Coastal Ocean Office
    • Goolsby, D. A., W. A. Battaglin, G. B. Lawrence, R. S. Artz, B. T. Aulenbach, R. P. Hooper, D. R. Keeney, and G. J. Stensland. 1999. Flux and sources of nutrients in the Mississippi-Atchafalaya River Basin - topic 3 report for the integrated assessment on hypoxia in the Gulf of Mexico. In: NOAA Coastal Ocean Program Decision Analysis Series No. 17, p. 130. Silver Spring, MD: NOAA Coastal Ocean Office.
    • (1999) NOAA Coastal Ocean Program Decision Analysis Series , vol.17 , pp. 130
    • Goolsby, D.A.1    Battaglin, W.A.2    Lawrence, G.B.3    Artz, R.S.4    Aulenbach, B.T.5    Hooper, R.P.6    Keeney, D.R.7    Stensland, G.J.8
  • 19
    • 46949095601 scopus 로고    scopus 로고
    • Hornung, A., R. Khosla, R. Reich, and D. G. Westfall. 2003. Evaluation of site-specific management zones: Grain yield and nitrogen use efficiency. In: Precision Agriculture. Proceedings of the Fourth European Conference, Berlin, 15-19 June, eds. J. Stafford and A. Werner. The Netherlands: Waginen Academic Publishers.
    • Hornung, A., R. Khosla, R. Reich, and D. G. Westfall. 2003. Evaluation of site-specific management zones: Grain yield and nitrogen use efficiency. In: Precision Agriculture. Proceedings of the Fourth European Conference, Berlin, 15-19 June, eds. J. Stafford and A. Werner. The Netherlands: Waginen Academic Publishers.
  • 20
    • 0000608080 scopus 로고
    • Nitrogen use efficiency component analysis: An evaluation of cropping system differences in productivity
    • Huggins D. R., and W. L. Pan. 1993. Nitrogen use efficiency component analysis: An evaluation of cropping system differences in productivity. Agronomy Journal 85: 898-905.
    • (1993) Agronomy Journal , vol.85 , pp. 898-905
    • Huggins, D.R.1    Pan, W.L.2
  • 21
    • 0032941805 scopus 로고    scopus 로고
    • Water quality in Walnut Creek watershed: Herbicides and nitrate in surface waters
    • Jaynes, D. B., J. L. Hatfield, and D. W. Meek. 1999. Water quality in Walnut Creek watershed: Herbicides and nitrate in surface waters. Journal of Environmental Quality 28: 45-59.
    • (1999) Journal of Environmental Quality , vol.28 , pp. 45-59
    • Jaynes, D.B.1    Hatfield, J.L.2    Meek, D.W.3
  • 22
    • 0006293714 scopus 로고
    • General model for predicting crop response to fertilizer
    • Johnson, G. V. 1991. General model for predicting crop response to fertilizer. Agronomy Journal 83: 367-373.
    • (1991) Agronomy Journal , vol.83 , pp. 367-373
    • Johnson, G.V.1
  • 23
    • 0000253053 scopus 로고
    • Nitrate leaching in continuous winter wheat: Use of soil-plant buffering concept to account for fertilizer nitrogen
    • Johnson, G. V., and W. R. Raun. 1995. Nitrate leaching in continuous winter wheat: Use of soil-plant buffering concept to account for fertilizer nitrogen. Journal of Production Agriculture 8: 486-491.
    • (1995) Journal of Production Agriculture , vol.8 , pp. 486-491
    • Johnson, G.V.1    Raun, W.R.2
  • 25
    • 0030769355 scopus 로고    scopus 로고
    • Effect of nitrogen rate on plant nitrogen loss in winter wheat varieties
    • Kanampiu, F. K., W. R. Raun, and G. V. Johnson. 1997. Effect of nitrogen rate on plant nitrogen loss in winter wheat varieties. Journal of Plant Nutrition 20: 389-404.
    • (1997) Journal of Plant Nutrition , vol.20 , pp. 389-404
    • Kanampiu, F.K.1    Raun, W.R.2    Johnson, G.V.3
  • 26
    • 0003365111 scopus 로고    scopus 로고
    • Soil-specific nitrogen management on Mid-Atlantic Coastal Plain soils
    • Khosla, R. and M. M. Alley. 1999. Soil-specific nitrogen management on Mid-Atlantic Coastal Plain soils. Better Crops 83: 6-7.
    • (1999) Better Crops , vol.83 , pp. 6-7
    • Khosla, R.1    Alley, M.M.2
  • 28
    • 0023163595 scopus 로고
    • Influence of different nitrogen and irrigation treatments on the spectral reflectance of barley
    • Kleman, J., and E. Fagerlund. 1987. Influence of different nitrogen and irrigation treatments on the spectral reflectance of barley. Remote Sensing of Environment 21: 1-14.
    • (1987) Remote Sensing of Environment , vol.21 , pp. 1-14
    • Kleman, J.1    Fagerlund, E.2
  • 29
    • 9944222049 scopus 로고    scopus 로고
    • Economic feasibility of variable rate nitrogen application utilizing site-specific management zones
    • Koch, B., R. Khosla, M. Frasier, D.G. Westfall, and D. Inman. 2004. Economic feasibility of variable rate nitrogen application utilizing site-specific management zones. Agronomy Journal 96: 1572-1580.
    • (2004) Agronomy Journal , vol.96 , pp. 1572-1580
    • Koch, B.1    Khosla, R.2    Frasier, M.3    Westfall, D.G.4    Inman, D.5
  • 30
    • 84982355307 scopus 로고
    • Growth stages in cereals: Illustration of the Feekes scale
    • Large, E. C. 1954. Growth stages in cereals: Illustration of the Feekes scale. Plant Pathology 3: 128-129.
    • (1954) Plant Pathology , vol.3 , pp. 128-129
    • Large, E.C.1
  • 32
    • 0001108671 scopus 로고
    • Understanding the Magdoff pre-sidedress nitrate test for corn
    • Magdoff, F. 1991. Understanding the Magdoff pre-sidedress nitrate test for corn. Journal of Production Agriculture 4: 297-305.
    • (1991) Journal of Production Agriculture , vol.4 , pp. 297-305
    • Magdoff, F.1
  • 35
    • 0031228124 scopus 로고    scopus 로고
    • Opportunities and limitations for image-based remote sensing in precision crop management
    • Moran, M. S., Y. Inoue, and E. M. Barnes. 1997. Opportunities and limitations for image-based remote sensing in precision crop management. Remote Sensing of Environment 61: 319-346.
    • (1997) Remote Sensing of Environment , vol.61 , pp. 319-346
    • Moran, M.S.1    Inoue, Y.2    Barnes, E.M.3
  • 36
    • 46949110159 scopus 로고    scopus 로고
    • Mulla, D. J., and A. U. Bhatti. 1997. An evaluation of indicator properties affecting spatial patterns in N and P requirements for winter wheat yield. In: Precision Agriculture 1997 First European Conference Proceedings on Agriculture, Warwick, 7-10 September 1997, ed. J. V. Stafford, pp. 145-53. Warwick, England: Warwick University.
    • Mulla, D. J., and A. U. Bhatti. 1997. An evaluation of indicator properties affecting spatial patterns in N and P requirements for winter wheat yield. In: Precision Agriculture 1997 First European Conference Proceedings on Agriculture, Warwick, 7-10 September 1997, ed. J. V. Stafford, pp. 145-53. Warwick, England: Warwick University.
  • 37
    • 0037347810 scopus 로고    scopus 로고
    • Identifying an in-season response index and the potential to increase wheat yield with nitrogen
    • Mullen, R. W., K. W. Freeman, W. R. Raun, G. V. Johnson, M. L. Stone, and J. B. Solie. 2003. Identifying an in-season response index and the potential to increase wheat yield with nitrogen. Agronomy Journal 95: 347-351.
    • (2003) Agronomy Journal , vol.95 , pp. 347-351
    • Mullen, R.W.1    Freeman, K.W.2    Raun, W.R.3    Johnson, G.V.4    Stone, M.L.5    Solie, J.B.6
  • 38
    • 0028431034 scopus 로고
    • Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves
    • Peñuelas, J., J. A. Gamon, A. L. Fredeen, J. Merino, and C. B. Field. 1994. Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves. Remote Sensing of Environment 48: 135-146.
    • (1994) Remote Sensing of Environment , vol.48 , pp. 135-146
    • Peñuelas, J.1    Gamon, J.A.2    Fredeen, A.L.3    Merino, J.4    Field, C.B.5
  • 39
    • 0029842153 scopus 로고    scopus 로고
    • Nutrient changes in the Mississippi River and system responses on the adjacent continental shelf
    • Rabalais, N. N., R. E. Turner, D. Justić, Q. Dortch, W. J. Wiseman, Jr., and B. K. Sen Gupta. 1996. Nutrient changes in the Mississippi River and system responses on the adjacent continental shelf. Estuaries 19: 386-407.
    • (1996) Estuaries , vol.19 , pp. 386-407
    • Rabalais, N.N.1    Turner, R.E.2    Justić, D.3    Dortch, Q.4    Wiseman Jr., W.J.5    Sen Gupta, B.K.6
  • 44
    • 46949101361 scopus 로고    scopus 로고
    • SAS Institute. 2002. The SAS system for windows. Version 8.0. Cary, NC: SAS Institute
    • SAS Institute. 2002. The SAS system for windows. Version 8.0. Cary, NC: SAS Institute.
  • 46
    • 13544255359 scopus 로고    scopus 로고
    • A soil nitrogen test option for N recommendations with corn
    • St. Paul, MN: Univ. of Minnesota Ext. Serv
    • Schmitt, M. A., G. W. Randall, and G. W. Rehm. 1998. A soil nitrogen test option for N recommendations with corn. FO-06514-GO. St. Paul, MN: Univ. of Minnesota Ext. Serv.
    • (1998) FO-06514-GO
    • Schmitt, M.A.1    Randall, G.W.2    Rehm, G.W.3
  • 47
    • 0028252047 scopus 로고
    • Nitrogen use efficiency of split nitrogen applications in soft white winter wheat
    • Sowers, K. E., W. L. Pan, B. C. Miller, and J. L. Smith. 1994. Nitrogen use efficiency of split nitrogen applications in soft white winter wheat. Agronomy Journal 86: 942-948.
    • (1994) Agronomy Journal , vol.86 , pp. 942-948
    • Sowers, K.E.1    Pan, W.L.2    Miller, B.C.3    Smith, J.L.4
  • 48
    • 11144291367 scopus 로고    scopus 로고
    • Nitrate-nitrogen concentrations in shallow ground water of the Coastal Plain of the Albemarle-Pamlico Drainage Study Unit, North Carolina and Virginia
    • Reston, VA: USGS
    • Spruill, T. B., J. L. Eimers, and A. E. Morey. 1996. Nitrate-nitrogen concentrations in shallow ground water of the Coastal Plain of the Albemarle-Pamlico Drainage Study Unit, North Carolina and Virginia. U.S. Geol. Surv. Fact Sheet FS-241-96. Reston, VA: USGS.
    • (1996) U.S. Geol. Surv. Fact Sheet FS-241-96
    • Spruill, T.B.1    Eimers, J.L.2    Morey, A.E.3
  • 50
    • 33751109257 scopus 로고    scopus 로고
    • In-season prediction of corn grain yield potential using normalized difference vegetation index
    • Teal, R. K., B. Tubana, K. Girma, K. W. Freeman, D. B. Arnall, O. Walsh, and W. R. Raun. 2006a. In-season prediction of corn grain yield potential using normalized difference vegetation index. Agronomy Journal 98: 1488-1494.
    • (2006) Agronomy Journal , vol.98 , pp. 1488-1494
    • Teal, R.K.1    Tubana, B.2    Girma, K.3    Freeman, K.W.4    Arnall, D.B.5    Walsh, O.6    Raun, W.R.7
  • 51
    • 46949098464 scopus 로고    scopus 로고
    • Influence of hybrid, population, and nitrogen rate on spectral prediction of corn grain yield
    • In review
    • Teal, R. K., K. Girma, K. W. Freeman, K. L. Martin, D. B. Arnall, J. W. Lawles, and W. R. Raun. 2006b. Influence of hybrid, population, and nitrogen rate on spectral prediction of corn grain yield. In review.
    • (2006)
    • Teal, R.K.1    Girma, K.2    Freeman, K.W.3    Martin, K.L.4    Arnall, D.B.5    Lawles, J.W.6    Raun, W.R.7
  • 52
    • 0033970477 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and their relationships with agricultural crop characteristics
    • Thenkabail, P. S., R. B. Smith, and E. DePauw. 2000. Hyperspectral vegetation indices and their relationships with agricultural crop characteristics. Remote Sensing of Environment 71: 158-182.
    • (2000) Remote Sensing of Environment , vol.71 , pp. 158-182
    • Thenkabail, P.S.1    Smith, R.B.2    DePauw, E.3
  • 53
    • 4444343108 scopus 로고
    • The relation of corn yields to nutrient balance as revealed by leaf analysis
    • Tyner, E. H., and J. W. Webb. 1946. The relation of corn yields to nutrient balance as revealed by leaf analysis. Journal of the American Society of Agronomy 38: 173-185.
    • (1946) Journal of the American Society of Agronomy , vol.38 , pp. 173-185
    • Tyner, E.H.1    Webb, J.W.2
  • 54
    • 46949111509 scopus 로고    scopus 로고
    • United States Department of Energy. 2005. Impact of high natural gas prices on the U.S. nitrogen industry. [Online]. Available at http://www.international.energy.gov/epact/Section_1818/ The_Fertilizer_Institute_(2)_present_12-.pdf. (Retrieved April 4, 2007).
    • United States Department of Energy. 2005. Impact of high natural gas prices on the U.S. nitrogen industry. [Online]. Available at http://www.international.energy.gov/epact/Section_1818/ The_Fertilizer_Institute_(2)_present_12-.pdf. (Retrieved April 4, 2007).
  • 55
    • 46949085143 scopus 로고    scopus 로고
    • United States Department of Agriculture National Agricultural Statistic ServiceUSDA NASS, Online, Available at, Retrieved: April 6, 2007
    • United States Department of Agriculture National Agricultural Statistic Service(USDA NASS). 2007. [Online]. Available at www.nass.usda/gov. (Retrieved: April 6, 2007).
    • (2007)
  • 56
    • 46949094147 scopus 로고    scopus 로고
    • United State Grain Council, Online, Available at, retrieved October 28, 2004
    • United State Grain Council. 2003. World corn production and trade. [Online]. Available at http://www.grains.org/grains/corn.html (retrieved October 28, 2004).
    • (2003) World corn production and trade
  • 57
    • 0030614271 scopus 로고    scopus 로고
    • Ability for in-season correction of nitrogen deficiency in corn using chlorophyll meters
    • Varvel, G. E., J. S. Schepers, and D. D. Francis. 1997. Ability for in-season correction of nitrogen deficiency in corn using chlorophyll meters. Soil Science Society of America Journal 61: 1233-1239.
    • (1997) Soil Science Society of America Journal , vol.61 , pp. 1233-1239
    • Varvel, G.E.1    Schepers, J.S.2    Francis, D.D.3
  • 58
    • 0032901689 scopus 로고    scopus 로고
    • Spring soil nitrate accumulation and corn yield response to preceding small grain N fertilization and cover crops
    • Vyn T. J., K. J. Janovicek, M. H. Miller, and E. G. Beauchamp. 1999. Spring soil nitrate accumulation and corn yield response to preceding small grain N fertilization and cover crops. Agronomy Journal 91: 17-24.
    • (1999) Agronomy Journal , vol.91 , pp. 17-24
    • Vyn, T.J.1    Janovicek, K.J.2    Miller, M.H.3    Beauchamp, E.G.4
  • 59
    • 0000737477 scopus 로고
    • Effects of nitrogen nutrition on the growth, yield and reflectance characteristics of corn canopies
    • Walburg, G., M. E. Bauer, C. S. T. Daughtry, and T. L. Housley. 1982. Effects of nitrogen nutrition on the growth, yield and reflectance characteristics of corn canopies. Agronomy Journal 74: 677-683.
    • (1982) Agronomy Journal , vol.74 , pp. 677-683
    • Walburg, G.1    Bauer, M.E.2    Daughtry, C.S.T.3    Housley, T.L.4
  • 61
    • 0028002098 scopus 로고
    • Ammonium and nitrate nitrogen in soil profiles of long-term winter wheat fertilization experiments
    • Westerman, R. L., R. K. Boman, W. R. Raun, and G. V. Johnson. 1994. Ammonium and nitrate nitrogen in soil profiles of long-term winter wheat fertilization experiments. Agronomy Journal 86: 94-99.
    • (1994) Agronomy Journal , vol.86 , pp. 94-99
    • Westerman, R.L.1    Boman, R.K.2    Raun, W.R.3    Johnson, G.V.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.