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Volumn 28, Issue 5, 2012, Pages 711-723

Cotton yield forecasting for the southeastern United States using climate indices

Author keywords

Climate indices; Cotton yield; Principal component regression; Yield forecast

Indexed keywords

ADAPTATION STRATEGIES; ALABAMA; ATMOSPHERIC CLIMATE; CLIMATE INDEX; CLIMATE INFORMATION; CLIMATE VARIABILITY; COTTON PRODUCTION; COTTON YIELD; EMPIRICAL MODEL; GEORGIA; INFORMED DECISION; LEADTIME; LEAVE-ONE-OUT CROSS VALIDATIONS; PLANTING PERIOD; PRINCIPAL COMPONENT REGRESSION; PRODUCTS AND SERVICES; YIELD FORECAST;

EID: 84869796722     PISSN: 08838542     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (5)

References (45)
  • 1
    • 0035806454 scopus 로고    scopus 로고
    • Climate variation and crop production in Georgina, USA during the twentieth century
    • Alexandrov, V. A., and G. Hoogenboom. 2001. Climate variation and crop production in Georgia, USA, during the twentieth century. Clim Res. 17:33-43. (Pubitemid 32956626)
    • (2001) Climate Research , vol.17 , Issue.1 , pp. 33-43
    • Alexandrov, V.A.1    Hoogenboom, G.2
  • 2
    • 40449136814 scopus 로고    scopus 로고
    • Assessing uncertainties in crop model simulations using daily bias-corrected Regional Circulation Model outputs
    • DOI 10.3354/cr00703
    • Baigorria, G. A., J. W. Jones, D. W. Shin, A. Mishra, and J. J. O'Brien. 2007. Assessing uncertainties in crop model simulations using daily bias-corrected regional circulation model outputs. Clim Res. 34:211-222. (Pubitemid 351736067)
    • (2007) Climate Research , vol.34 , Issue.3 , pp. 211-222
    • Baigorria, G.A.1    Jones, J.W.2    Shin, D.-W.3    Mishra, A.4    O'Brien, J.J.5
  • 3
    • 40449134852 scopus 로고    scopus 로고
    • Assessing predictability of cotton yields in the southeastern United States based on regional atmospheric circulation and surface temperatures
    • DOI 10.1175/2007JAMC1523.1
    • Baigorria, G. A., J. W. Hansen, N. Ward, J. W. Jones, and J. J. O'Brien. 2008. Assessing predictability of cotton yields in the southeastern USA based on atmospheric circulation and surface temperatures. J. Applied Meteorology and Climatology 47:76-91. (Pubitemid 351351467)
    • (2008) Journal of Applied Meteorology and Climatology , vol.47 , Issue.1 , pp. 76-91
    • Baigorria, G.A.1    Hansen, J.W.2    Ward, N.3    Jones, J.W.4    O'Brien, J.J.5
  • 5
    • 84923025388 scopus 로고
    • Modulation of Southern Oscillation-North Hemisphere mid-winter climate relationships by the QBO
    • Barnston, A. G., R. E. Livezey, and M. S. Halpert. 1991. Modulation of Southern Oscillation-North Hemisphere mid-winter climate relationships by the QBO. J. Climate 4:203-217.
    • (1991) J. Climate , vol.4 , pp. 203-217
    • Barnston, A.G.1    Livezey, R.E.2    Halpert, M.S.3
  • 6
    • 17544369129 scopus 로고    scopus 로고
    • Dynamical elements of predicting boreal spring tropical Atlantic sea-surface temperatures
    • DOI 10.1016/j.dynatmoce.2004.10.013, PII S0377026504000478
    • Barreiro, M., P. Chang, L. Ji, R. Saravanan, and A. Giannini. 2005. Dynamical elements of predicting boreal spring tropical Atlantic sea surface temperatures. Dyn. Atmos. Oceans. 39:61-85. (Pubitemid 40553748)
    • (2005) Dynamics of Atmospheres and Oceans , vol.39 , Issue.1-2 SPEC. ISS. , pp. 61-85
    • Barreiro, M.1    Chang, P.2    Ji, L.3    Saravanan, R.4    Giannini, A.5
  • 7
    • 0029104825 scopus 로고
    • Atmospheric circulation during the Midwest floods of 1993
    • Bell, G. D., and J. E. Janowiak. 1994. Atmospheric circulation during the Midwest floods of 1993. Bull. American Met. Soc. 76:681-696.
    • (1994) Bull. American Met. Soc. , vol.76 , pp. 681-696
    • Bell, G.D.1    Janowiak, J.E.2
  • 8
    • 10244242586 scopus 로고    scopus 로고
    • Analogous Pacific and Atlantic meridional modes of tropical atmosphere-ocean variability
    • Chiang, J. C. H., and D. J. Vimont. 2004. Analogous Pacific and Atlantic meridional modes of tropical atmosphere-ocean variability. J. Clim. 17:4143-4158. (Pubitemid 39622040)
    • (2004) Journal of Climate , vol.17 , Issue.21 , pp. 4143-4158
    • Chiang, J.C.H.1    Vimont, D.J.2
  • 9
    • 0030300939 scopus 로고    scopus 로고
    • Relationships of inter-American rainfall to tropical Atlantic and Pacific SST variability
    • Enfield, D. B. 1996. Relationships of inter-American rainfall to tropical Atlantic and Pacific SST variability. Geophysical Res. Letters 23(23):3305-3308.
    • (1996) Geophysical Res. Letters , vol.23 , Issue.23 , pp. 3305-3308
    • Enfield, D.B.1
  • 11
    • 0031926988 scopus 로고    scopus 로고
    • ENSO influences on agriculture in southeastern United States
    • Hansen, J. W., A. W. Hodges, and J. W. Jones. 1998. ENSO influences on agriculture in southeastern United States. J. Climate 11(3):404-411.
    • (1998) J. Climate , vol.11 , Issue.3 , pp. 404-411
    • Hansen, J.W.1    Hodges, A.W.2    Jones, J.W.3
  • 12
    • 33645741676 scopus 로고    scopus 로고
    • Integrating seasonal climate prediction and agricultural models for insights into agricultural practice
    • DOI 10.1098/rstb.2005.1747
    • Hansen, J. W. 2005. Integrating seasonal climate prediction and agricultural models for insights into agricultural practice. Philos. Trans. Roy. Soy. London 360 B: 2037-2047. (Pubitemid 46696771)
    • (2005) Philosophical Transactions of the Royal Society B: Biological Sciences , vol.360 , Issue.1463 , pp. 2037-2047
    • Hansen, J.W.1
  • 13
    • 0018654904 scopus 로고
    • Grain yield prediction: Extending the stress-degree-day approach to ac-1975-1995
    • Idso, S. B., J. L. Hatfield, R. D. Jackson, and R. J. Reginato. 1979. Grain yield prediction: Extending the stress-degree-day approach to ac-1975-1995. Remote Sens. Environ. 8:267-272.
    • (1979) Remote Sens. Environ. , vol.8 , pp. 267-272
    • Idso, S.B.1    Hatfield, J.L.2    Jackson, R.D.3    Reginato, R.J.4
  • 14
    • 0036890962 scopus 로고    scopus 로고
    • Responding to stakeholder's demands for climate information: From research to applications in Florida
    • DOI 10.1016/S0308-521X(02)00048-3, PII S0308521X02000483
    • Jagtap, S. S., J. W. Jones, P. Hildebrand, D. Letson, J. J. O'Brien, G. Podesta, D. Zierden, and F. Zazueta. 2002. Responding to stakeholder's demands for climate information: From research to application in Florida. Agric. Syst. 74:415-430. (Pubitemid 35374636)
    • (2002) Agricultural Systems , vol.74 , Issue.3 , pp. 415-430
    • Jagtap, S.S.1    Jones, J.W.2    Hildebrand, P.3    Letson, D.4    O'Brien, J.J.5    Podesta, G.6    Zierden, D.7    Zazueta, F.8
  • 16
    • 38149144027 scopus 로고
    • A technique to develop and validate simulation models
    • Jones, P. N., and P. S. Carberry. 1994. A technique to develop and validate simulation models. Agric. Syst. 46:427-442.
    • (1994) Agric. Syst. , vol.46 , pp. 427-442
    • Jones, P.N.1    Carberry, P.S.2
  • 17
    • 0000589570 scopus 로고
    • Global climatic anomalies associated with extremes in the Southern Oscillation
    • Kiladis, G. N., and H. F. Diaz. 1989. Global climatic anomalies associated with extremes in the Southern Oscillation. J. Climate. 2:1069-1090.
    • (1989) J. Climate. , vol.2 , pp. 1069-1090
    • Kiladis, G.N.1    Diaz, H.F.2
  • 18
    • 34250724711 scopus 로고    scopus 로고
    • A more general framework for understanding atlantic hurricane variability and trends
    • DOI 10.1175/BAMS-88-11-1767
    • Kossin, J. P., and D. J. Vimont. 2007. A more general framework for understanding Atlantic hurricane variability and trends. Bull. American Meteor. Soc. 88:1767-1781. (Pubitemid 350302552)
    • (2007) Bulletin of the American Meteorological Society , vol.88 , Issue.11 , pp. 1767-1781
    • Kossin, J.P.1    Vimont, D.J.2
  • 19
    • 0034545345 scopus 로고    scopus 로고
    • Forecasting wheat yield using time series analysis: A case study for the Canadian Prairies
    • Kumar, V. 2000. Forecasting wheat yield using time series analysis: A case study for the Canadian Prairies. Agron. J. 92:1047-1053.
    • (2000) Agron. J. , vol.92 , pp. 1047-1053
    • Kumar, V.1
  • 20
    • 34047173047 scopus 로고    scopus 로고
    • Global scale climate-crop yield relationships and impacts of recent warming
    • doi:10.1088/1748-9326/2/1/014002
    • Lobell, D. B., and C. B. Field. 2007. Global scale climate-crop yield relationships and impacts of recent warming. Environ. Res. Letter 2:014002. doi:10.1088/1748-9326/2/1/014002.
    • (2007) Environ. Res. Letter , vol.2 , pp. 014002
    • Lobell, D.B.1    Field, C.B.2
  • 21
    • 61349177936 scopus 로고    scopus 로고
    • North Pacific climate change mediates offspring sex ratio in northern elephant seals
    • Lee, D. E., and W. J. Sydeman. 2009. North Pacific climate change mediates offspring sex ratio in northern elephant seals. J. Mammalogy 90:1-8.
    • (2009) J. Mammalogy , vol.90 , pp. 1-8
    • Lee, D.E.1    Sydeman, W.J.2
  • 22
    • 70349194606 scopus 로고    scopus 로고
    • Use of climate indices to predict corn yields in southeast USA
    • doi:10.1002/joc.1817
    • Martinez, C. J, G. A. Baigorria, and J. W. Jones. 2009. Use of climate indices to predict corn yields in southeast USA. Intl. J. Climatology 29(11):1680-1691. doi:10.1002/joc.1817.
    • (2009) Intl. J. Climatology , vol.29 , Issue.11 , pp. 1680-1691
    • Martinez, C.J.1    Baigorria, G.A.2    Jones, J.W.3
  • 23
    • 0000957593 scopus 로고
    • Principal component regression in exploratory statistical research
    • Massy, W. F. 1965. Principal component regression in exploratory statistical research. J. of American Statistical Association. 60(309):234-256.
    • (1965) J. of American Statistical Association. , vol.60 , Issue.309 , pp. 234-256
    • Massy, W.F.1
  • 24
    • 0035841396 scopus 로고    scopus 로고
    • Exploring relationships between ENSO and vegetation vigour in the South-east USA using AVHRR data
    • DOI 10.1080/01431160152558251
    • Mennis, J. 2001. Exploring relationships between ENSO and vegetation vigour in the south-east USA using AVHRR data. Intl. J. Remote Sensing 22(16):3077-3092. (Pubitemid 32956696)
    • (2001) International Journal of Remote Sensing , vol.22 , Issue.16 , pp. 3077-3092
    • Mennis, J.1
  • 25
    • 53749085862 scopus 로고    scopus 로고
    • Relationships between ENSO and drought over the southeastern United States
    • doi:10.1029/2008GL034656
    • Mo, K. C., and J. E. Schemm. 2008. Relationships between ENSO and drought over the southeastern United States. Geophys. Res. Lett. 35:L15701, doi:10.1029/2008GL034656.
    • (2008) Geophys. Res. Lett. , vol.35
    • Mo, K.C.1    Schemm, J.E.2
  • 26
    • 0022856663 scopus 로고
    • Tropical-extratropical geopotential height teleconnections during the Northern Hemisphere winter
    • Mo, K. C., and R. E. Livezey. 1986. Tropical-extratropical geopotential height teleconnections during the Northern Hemisphere winter. Mon. Wea. Rev. 114:2488-2515.
    • (1986) Mon. Wea. Rev. , vol.114 , pp. 2488-2515
    • Mo, K.C.1    Livezey, R.E.2
  • 27
    • 0030405693 scopus 로고
    • Influence of ENSO on maximum, minimum, and mean temperatures in the southeast United-States
    • Mote, T. L. 1986. Influence of ENSO on maximum, minimum, and mean temperatures in the southeast United-States. Physical Geography 17(6):497-512.
    • (1986) Physical Geography , vol.17 , Issue.6 , pp. 497-512
    • Mote, T.L.1
  • 28
    • 84870707266 scopus 로고    scopus 로고
    • Released 30 June 2008
    • NASS/USDA (National Agricultural Statistics-United States Department of Agriculture). 2008. Acreage. Released 30 June 2008. Available at: www.nass.usda.gov/Publications/.
    • (2008) Acreage
  • 30
    • 0006354851 scopus 로고
    • Karl person and the Chi-squared test
    • Plackett, R. L. 1983. Karl person and the Chi-squared test. Intl. Statistical Review 51(1):59-72.
    • (1983) Intl. Statistical Review , vol.51 , Issue.1 , pp. 59-72
    • Plackett, R.L.1
  • 31
    • 0022831511 scopus 로고
    • North American precipitation and temperature patterns associated with the El Nin&;Tild;o/Southern Oscillation (ENSO)
    • Ropelewski, C. F., and M. S. Halpert. 1986. North American precipitation and temperature patterns associated with the El Nin&;Tild;o/Southern Oscillation (ENSO). Monthly Weather Review 114(12):2352-2362.
    • (1986) Monthly Weather Review , vol.114 , Issue.12 , pp. 2352-2362
    • Ropelewski, C.F.1    Halpert, M.S.2
  • 32
    • 0006835521 scopus 로고
    • The Z-index as a variable for crop yield estimalyzing a longer yield series
    • Sakamoto, C. M. 1979. The Z-index as a variable for crop yield estimalyzing a longer yield series. Agric. Meteorol. 19:305-313.
    • (1979) Agric. Meteorol. , vol.19 , pp. 305-313
    • Sakamoto, C.M.1
  • 33
    • 0036282430 scopus 로고    scopus 로고
    • The Northern Oscillation Index (NOI): A new climate index for the northeast Pacific
    • DOI 10.1016/S0079-6611(02)00027-7, PII S0079661102000277
    • Schwing, F. B., T. Murphree, and P. M. Green. 2002. The Northern Oscillation Index (NOI): A new climate index for the northeast Pacific. Progress in Oceanography 53:115-139. (Pubitemid 34635343)
    • (2002) Progress in Oceanography , vol.53 , Issue.2-4 , pp. 115-139
    • Schwing, F.B.1    Murphree, T.2    Green, P.M.3
  • 34
    • 0642344932 scopus 로고    scopus 로고
    • Studying climate effect on ecology through the use of climate indices: The North Atlantic Oscillation, El Nin&;Tild;o Southern Oscillaiton and beyond
    • DOI 10.1098/rspb.2003. 2415
    • Stenseth, N. C., G. Ottersen, J. W. Hurrell, A. Mysterud, M. Lima, K. S. Chan, N. G. Yoccoz, and B. Adlandsvik. 2003. Studying climate effect on ecology through the use of climate indices: the North Atlantic Oscillation, El Nin&;Tild;o Southern Oscillaiton and beyond. Proc. Royal Soc. Lond. DOI 10.1098/rspb.2003. 2415.
    • (2003) Proc. Royal Soc. Lond
    • Stenseth, N.C.1    Ottersen, G.2    Hurrell, J.W.3    Mysterud, A.4    Lima, M.5    Chan, K.S.6    Yoccoz, N.G.7    Adlandsvik, B.8
  • 35
    • 85207092851 scopus 로고
    • Which principal components to utilize for principal component regression
    • Sutter, J. M., J. H. Kalivas, P. M. Lang. 1992. Which principal components to utilize for principal component regression. J. of Chemometrics 6(4):217-225.
    • (1992) J. of Chemometrics , vol.6 , Issue.4 , pp. 217-225
    • Sutter, J.M.1    Kalivas, J.H.2    Lang, P.M.3
  • 36
    • 77949335512 scopus 로고    scopus 로고
    • The Atlantic meridional model and its coupled variability with the Guinea Dome
    • Takeshi, D., T. Tozuka, and T. Yamagata. 2010. The Atlantic meridional model and its coupled variability with the Guinea Dome. J. Clim. 23:455-475.
    • (2010) J. Clim. , vol.23 , pp. 455-475
    • Takeshi, D.1    Tozuka, T.2    Yamagata, T.3
  • 37
    • 6644227489 scopus 로고    scopus 로고
    • Regional climate impacts of the Northern Hemisphere annular mode
    • DOI 10.1126/science.1058958
    • Thompson, D. W. J., and J. M. Wallace. 2001. Regional climate impacts of the Northern Hemisphere annular mode. Science 293:85-89. (Pubitemid 32625499)
    • (2001) Science , vol.293 , Issue.5527 , pp. 85-89
    • Thompson, D.W.J.1    Wallace, J.M.2
  • 38
    • 0028580006 scopus 로고
    • Decadal atmosphereocean variations in the Pacific
    • Trenberth, K. E., and J. W. Hurrell. 1994. Decadal atmosphereocean variations in the Pacific. Clim. Dyn. 9:303-319.
    • (1994) Clim. Dyn. , vol.9 , pp. 303-319
    • Trenberth, K.E.1    Hurrell, J.W.2
  • 39
    • 84908683080 scopus 로고    scopus 로고
    • Cotton and wool year book
    • USDA ERS. 2009. Cotton and wool year book. Economic Research Service. Available at: usda.mannlib.cornell.edu/MannUsda/viewDocumentInfo.do?documentID= 1282.
    • (2009) Economic Research Service
  • 41
    • 34250773508 scopus 로고    scopus 로고
    • The Atlantic Meridional Mode and hurricane activity
    • DOI 10.1029/2007GL029683
    • Vimont, D. J., and J. P. Kossin. 2007. The Atlantic meridional mode and hurricane activity. Geophys. Res. Lett. 34:L07709, DOI:10.1029/2007GL029683. (Pubitemid 46957897)
    • (2007) Geophysical Research Letters , vol.34 , Issue.7
    • Vimont, D.J.1    Kossin, J.P.2
  • 42
    • 0024453379 scopus 로고
    • Model for operational forecasting of western Canada wheat yield
    • Walker, G. K. 1989. Model for operational forecasting of western Canada wheat yield. Agric. For. Meteorol. 44:339-351.
    • (1989) Agric. For. Meteorol. , vol.44 , pp. 339-351
    • Walker, G.K.1
  • 43
    • 48749114182 scopus 로고    scopus 로고
    • Climate response to anomalously large and small Atlantic warm pools during the summer
    • Wang, C., S. K. Lee, and D. B. Enfield. 2008. Climate response to anomalously large and small Atlantic warm pools during the summer. J. Clim. 21(11):2437-2450.
    • (2008) J. Clim. , vol.21 , Issue.11 , pp. 2437-2450
    • Wang, C.1    Lee, S.K.2    Enfield, D.B.3
  • 44
    • 0034087547 scopus 로고    scopus 로고
    • Northern hemisphere teleconnection indices and the mass balance of Svalbard glaciers
    • DOI 10.1002/(SICI)1097-0088(200004)20:5<473::AID-JOC506>3.0.CO;2-O
    • Washington, R., A. Hodson, E. Isaksson, and O. Macdonald. 2000. Northern hemisphere teleconnection indices and the mass balance of Svalbard glaciers. Int. J. Climatol. 20:473-487. (Pubitemid 30319937)
    • (2000) International Journal of Climatology , vol.20 , Issue.5 , pp. 473-487
    • Washington, R.1    Hodson, A.2    Isaksson, E.3    Macdonald, O.4
  • 45
    • 13844253598 scopus 로고    scopus 로고
    • Air-sea interaction over the eastern Pacific warm pool: Gap winds, thermocline dome, and atmospheric convection
    • Xie, S. P., H. Xu, W. S. Kessler, and M. Nonaka. 2005. Air-sea interaction over the eastern Pacific warm pool: Gap winds, thermocline dome, and atmospheric convection. J. Climate 18:5-25.
    • (2005) J. Climate , vol.18 , pp. 5-25
    • Xie, S.P.1    Xu, H.2    Kessler, W.S.3    Nonaka, M.4


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