메뉴 건너뛰기




Volumn 50, Issue 8, 2014, Pages 6592-6609

Assessing the value of seasonal climate forecast information through an end-to-end forecasting framework: Application to U.S. 2012 drought in central Illinois

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURE; CLIMATE MODELS; CROPS; DROUGHT; ETHANOL; FORECASTING;

EID: 85040642660     PISSN: 00431397     EISSN: 19447973     Source Type: Journal    
DOI: 10.1002/2014WR015822     Document Type: Article
Times cited : (35)

References (50)
  • 1
    • 0020860204 scopus 로고
    • Regional models of the atmosphere in middle latitudes
    • Anthes, R. A. (1983), Regional models of the atmosphere in middle latitudes, Mon. Weather Rev., 111(6), 1306-1335, doi:10.1175/1520-0493(1983)111<1306:RMOTAI>2.0.CO;2.
    • (1983) Mon. Weather Rev. , vol.111 , Issue.6 , pp. 1306-1335
    • Anthes, R.A.1
  • 2
    • 84862789147 scopus 로고    scopus 로고
    • Optimal N fertiliser management based on a seasonal forecast
    • Asseng, S., P. C. McIntosh, G. Wang, and N. Khimashia (2012), Optimal N fertiliser management based on a seasonal forecast, Eur. J. Agron., 38, 66-73, doi:10.1016/j.eja.2011.12.005.
    • (2012) Eur. J. Agron. , vol.38 , pp. 66-73
    • Asseng, S.1    McIntosh, P.C.2    Wang, G.3    Khimashia, N.4
  • 3
    • 0011389508 scopus 로고
    • Valuing information when risk preferences are nonneutral: An application to irrigation scheduling
    • Bosch, D. J., and V. R. Eidman (1987), Valuing information when risk preferences are nonneutral: An application to irrigation scheduling, Am. J. Agric. Econ., 69(3), 658-668, doi:10.2307/1241700.
    • (1987) Am. J. Agric. Econ. , vol.69 , Issue.3 , pp. 658-668
    • Bosch, D.J.1    Eidman, V.R.2
  • 4
    • 84859341957 scopus 로고    scopus 로고
    • In the use of reanalysis data for downscaling
    • Brands, S., J. M. Gutiérrez, S. Herrera, and A. S. Cofiño (2012), In the use of reanalysis data for downscaling, J. Clim., 25(7), 2517-2526, doi:10.1175/JCLI-D-11-00251.1.
    • (2012) J. Clim. , vol.25 , Issue.7 , pp. 2517-2526
    • Brands, S.1    Gutiérrez, J.M.2    Herrera, S.3    Cofiño, A.S.4
  • 5
    • 79955116577 scopus 로고    scopus 로고
    • Application of long-range weather forecasts to agricultural decision problems in Europe
    • Calanca, P., D. Bolius, A. P. Weigel, and M. A. Linger (2011), Application of long-range weather forecasts to agricultural decision problems in Europe, J. Agric. Sci., 149(1), 15-22, doi:10.1017/S0021859610000729.
    • (2011) J. Agric. Sci. , vol.149 , Issue.1 , pp. 15-22
    • Calanca, P.1    Bolius, D.2    Weigel, A.P.3    Linger, M.A.4
  • 6
    • 0034096082 scopus 로고    scopus 로고
    • Seasonal predictions using a regional spectral model embedded within a coupled ocean-atmosphere model
    • Cocke, S., and T. E. LaRow (2000), Seasonal predictions using a regional spectral model embedded within a coupled ocean-atmosphere model, Mon. Weather Rev., 128(3), 689-708, doi:10.1175/1520-0493(2000)128<0689:SPUARS>2.0.CO;2.
    • (2000) Mon. Weather Rev. , vol.128 , Issue.3 , pp. 689-708
    • Cocke, S.1    LaRow, T.E.2
  • 7
    • 78649853176 scopus 로고    scopus 로고
    • Challenges for integrating seasonal climate forecasts in user applications
    • Coelho, C. A. S., and S. M. S. Costa (2010), Challenges for integrating seasonal climate forecasts in user applications, Curr. Opin. Environ. Sustainability, 2(5-6), 317-325, doi:10.1016/j.cosust.2010.09.002.
    • (2010) Curr. Opin. Environ. Sustainability , vol.2 , Issue.5-6 , pp. 317-325
    • Coelho, C.A.S.1    Costa, S.M.S.2
  • 8
    • 79955446270 scopus 로고    scopus 로고
    • The ERA-Interim reanalysis: Configuration and performance of the data assimilation system
    • Dee, D. P., et al. (2011), The ERA-Interim reanalysis: Configuration and performance of the data assimilation system, Q. J. R. Meteorol. Soc., 137(656), 553-597, doi:10.1002/qj.828.
    • (2011) Q. J. R. Meteorol. Soc. , vol.137 , Issue.656 , pp. 553-597
    • Dee, D.P.1
  • 9
    • 0000015525 scopus 로고
    • Effect of soil water stress at various growth stages on soybean yield
    • Doss, B. D., R. W. Pearson, and H. T. Rogers (1974), Effect of soil water stress at various growth stages on soybean yield, Agron. J., 66(2), 297-299, doi:10.2134/agronj1974.00021962006600020032x.
    • (1974) Agron. J. , vol.66 , Issue.2 , pp. 297-299
    • Doss, B.D.1    Pearson, R.W.2    Rogers, H.T.3
  • 10
    • 84878795241 scopus 로고    scopus 로고
    • The 2010-2011 drought in the Horn of Africa in ECMWF reanalysis and seasonal forecast products
    • Dutra, E., L. Magnusson, F. Wetterhall, H. L. Cloke, G. Balsamo, S. Boussetta, and F. Pappenberger (2013), The 2010-2011 drought in the Horn of Africa in ECMWF reanalysis and seasonal forecast products, Int. J. Climatol., 33(7), 1720-1729, doi:10.1002/joc.3545.
    • (2013) Int. J. Climatol. , vol.33 , Issue.7 , pp. 1720-1729
    • Dutra, E.1    Magnusson, L.2    Wetterhall, F.3    Cloke, H.L.4    Balsamo, G.5    Boussetta, S.6    Pappenberger, F.7
  • 12
    • 33645741676 scopus 로고    scopus 로고
    • Integrating seasonal climate prediction and agricultural models for insights into agricultural practice
    • Hansen, J. W. (2005), Integrating seasonal climate prediction and agricultural models for insights into agricultural practice, Philos. Trans. R. Soc. B, 360(1463), 2037-2047, doi:10.1098/rstb.2005.1747.
    • (2005) Philos. Trans. R. Soc. B , vol.360 , Issue.1463 , pp. 2037-2047
    • Hansen, J.W.1
  • 13
    • 84928976464 scopus 로고    scopus 로고
    • Incorporating reanalysis-based short-term forecasts from a regional climate model in an irrigation scheduling optimization problem
    • Hejazi, M. I., X. Cai, X. Yuan, X.-Z. Liang, and P. Kumar (2014), Incorporating reanalysis-based short-term forecasts from a regional climate model in an irrigation scheduling optimization problem, J. Water Resour. Plann. Manage., 140(5), 699-713, doi:10.1061/(ASCE)WR.1943-5452.0000365.
    • (2014) J. Water Resour. Plann. Manage. , vol.140 , Issue.5 , pp. 699-713
    • Hejazi, M.I.1    Cai, X.2    Yuan, X.3    Liang, X.-Z.4    Kumar, P.5
  • 14
    • 84958038339 scopus 로고    scopus 로고
    • Initial impacts of the 2012 drought
    • Fed. Reserve Bank of Kansas City, Kansas City, Mo. [last accessed Nov. 2013
    • Henderson, J., and N. Kauffman (2012), Initial impacts of the 2012 drought, in The Main Street ECONOMIST, Agricultural and Rural Analysis, issue 3, Fed. Reserve Bank of Kansas City, Kansas City, Mo. [Available at http://www.kansascityfed.org/publicat/mse/MSE_0312.pdf, last accessed Nov. 2013.]
    • (2012) The Main Street ECONOMIST, Agricultural and Rural Analysis , Issue.3
    • Henderson, J.1    Kauffman, N.2
  • 15
    • 13944268707 scopus 로고    scopus 로고
    • Challenges and opportunities provided by seasonal climate forecasts: A literature review
    • Hill, H. S. J., and J. W. Mjelde (2002), Challenges and opportunities provided by seasonal climate forecasts: A literature review, J. Agric. Appl. Econ., 34(3), 603-632. [Available at http://EconPapers.repec.org/RePEc:ags:joaaec:15071.]
    • (2002) J. Agric. Appl. Econ. , vol.34 , Issue.3 , pp. 603-632
    • Hill, H.S.J.1    Mjelde, J.W.2
  • 16
    • 0019396829 scopus 로고
    • The determinants of information value: Synthesizing the general results
    • Hilton, R. W. (1981), The determinants of information value: Synthesizing the general results, Manage. Sci., 27(1), 57-64, doi:10.1016/S0308-521X(02)00044-6.
    • (1981) Manage. Sci. , vol.27 , Issue.1 , pp. 57-64
    • Hilton, R.W.1
  • 18
    • 85042087161 scopus 로고    scopus 로고
    • Update on the shutdown price of corn for ethanol plants
    • Univ. of Illinois, Urbana-Champaign, Champaign. [last accessed June 2013
    • Irwin, S. (2012), Update on the shutdown price of corn for ethanol plants, Farmdoc Daily, Univ. of Illinois, Urbana-Champaign, Champaign. [Available at http://farmdocdaily.illinois.edu/2012/07/update-on-the-shutdown-price-o.html, last accessed June 2013.]
    • (2012) Farmdoc Daily
    • Irwin, S.1
  • 19
    • 78649706107 scopus 로고    scopus 로고
    • On the assessment of the value of the seasonal forecast information
    • Kumar, A. (2010), On the assessment of the value of the seasonal forecast information, Meteorol. Appl., 17, 385-392, doi:10.1002/met.167.
    • (2010) Meteorol. Appl. , vol.17 , pp. 385-392
    • Kumar, A.1
  • 20
    • 84880845648 scopus 로고    scopus 로고
    • Do extreme climate events require extreme forcings?
    • Kumar, A., M. Chen, M. Hoerling, and J. Eischeid (2013), Do extreme climate events require extreme forcings?, Geophys. Res. Lett., 40, 4900-4905, doi:10.1002/grl.50657.
    • (2013) Geophys. Res. Lett. , vol.40 , pp. 4900-4905
    • Kumar, A.1    Chen, M.2    Hoerling, M.3    Eischeid, J.4
  • 21
    • 34247199016 scopus 로고    scopus 로고
    • A maximum entropy method for combining AOGCMs for regional intra-year climate change assessment
    • Laurent, R., and X. Cai (2007), A maximum entropy method for combining AOGCMs for regional intra-year climate change assessment, Clim. Change, 82(3-4), 411-435, doi:10.1007/s10584-006-9197-0.
    • (2007) Clim. Change , vol.82 , Issue.3-4 , pp. 411-435
    • Laurent, R.1    Cai, X.2
  • 22
    • 0035676562 scopus 로고    scopus 로고
    • Development of a regional climate model for US Midwest applications. Part I: Sensitivity to buffer zone treatment
    • Liang, X.-Z., K. E. Kunkel, and A. N. Samel (2001), Development of a regional climate model for US Midwest applications. Part I: Sensitivity to buffer zone treatment, J. Clim., 14(23), 4363-4378, doi:10.1175/1520-0442(2001)014<4363:DOARCM>2.0.CO;2.
    • (2001) J. Clim. , vol.14 , Issue.23 , pp. 4363-4378
    • Liang, X.-Z.1    Kunkel, K.E.2    Samel, A.N.3
  • 23
    • 84866989979 scopus 로고    scopus 로고
    • Regional climate-weather research and forecasting model
    • Liang, X.-Z., et al. (2012), Regional climate-weather research and forecasting model, Bull. Am. Meteorol. Soc., 93(9), 1363-1387, doi:10.1175/BAMS-D-11-00180.1.
    • (2012) Bull. Am. Meteorol. Soc. , vol.93 , Issue.9 , pp. 1363-1387
    • Liang, X.-Z.1
  • 24
    • 84881357968 scopus 로고    scopus 로고
    • 2012 Midwest drought in the United States
    • Mallya, G., L. Zhao, X. C. Song, D. Niyogi, and R. S. Govindaraju (2013), 2012 Midwest drought in the United States, J. Hydrol. Eng., 18(7), 737-745, doi:10.1061/(ASCE)HE.1943-5584.0000786.
    • (2013) J. Hydrol. Eng. , vol.18 , Issue.7 , pp. 737-745
    • Mallya, G.1    Zhao, L.2    Song, X.C.3    Niyogi, D.4    Govindaraju, R.S.5
  • 25
    • 0000779794 scopus 로고    scopus 로고
    • Risk attitude, planting conditions and the value of seasonal forecasts to a dryland wheat grower
    • Marshall, G. R., K. A. Parton, and G. L. Hammer (1996), Risk attitude, planting conditions and the value of seasonal forecasts to a dryland wheat grower, Aust. J. Agric. Econ., 40(3), 211-233, doi:10.1111/j.1467-8489.1996.tb00595.x.
    • (1996) Aust. J. Agric. Econ. , vol.40 , Issue.3 , pp. 211-233
    • Marshall, G.R.1    Parton, K.A.2    Hammer, G.L.3
  • 26
    • 34548514622 scopus 로고    scopus 로고
    • Seasonal climate forecasts for agriculture: Towards better understanding and value
    • McIntosh, P. C., M. J. Pook, J. S. Risbey, S. N. Lisson, and M. Rebbeck (2007), Seasonal climate forecasts for agriculture: Towards better understanding and value, Field Crops Res., 104(1-3), 130-138, doi:10.1016/j.fcr.2007.03.019.
    • (2007) Field Crops Res. , vol.104 , Issue.1-3 , pp. 130-138
    • McIntosh, P.C.1    Pook, M.J.2    Risbey, J.S.3    Lisson, S.N.4    Rebbeck, M.5
  • 27
    • 57649233077 scopus 로고    scopus 로고
    • Economic value of seasonal climate forecasts for agriculture: Review of ex-ante assessments and recommendations for future research
    • Meza, F. J., J. W. Hansen, and D. Osgoog (2008), Economic value of seasonal climate forecasts for agriculture: Review of ex-ante assessments and recommendations for future research, J. Appl. Meteorol. Climatol., 47, 1269-1286, doi:10.1175/ 2007JAMC1540.1.
    • (2008) J. Appl. Meteorol. Climatol. , vol.47 , pp. 1269-1286
    • Meza, F.J.1    Hansen, J.W.2    Osgoog, D.3
  • 28
    • 0024159623 scopus 로고
    • Valuing forecast characteristics in a dynamic agricultural production system
    • Mjelde, J. W., S. T. Sonka, B. L. Dixon, and P. J. Lamb (1988), Valuing forecast characteristics in a dynamic agricultural production system, Am. J. Agric. Econ., 70(3), 674-684, doi:10.2307/1241506.
    • (1988) Am. J. Agric. Econ. , vol.70 , Issue.3 , pp. 674-684
    • Mjelde, J.W.1    Sonka, S.T.2    Dixon, B.L.3    Lamb, P.J.4
  • 29
    • 0003008207 scopus 로고    scopus 로고
    • Government institutional effects on the value of seasonal climate forecasts
    • Mjelde, J. W., T. N. Thompson, and C. J. Nixon (1996), Government institutional effects on the value of seasonal climate forecasts, Am. J. Agric. Econ., 78(1), 175-188, doi:10.2307/1243789.
    • (1996) Am. J. Agric. Econ. , vol.78 , Issue.1 , pp. 175-188
    • Mjelde, J.W.1    Thompson, T.N.2    Nixon, C.J.3
  • 30
    • 81755164176 scopus 로고    scopus 로고
    • Soil and water assessment tool; theoretical documentation, Version 2009
    • Texas A&M Univ. Syst., College Station, Tex. [last accessed Dec. 2013
    • Neitsch, S. L., J. G. Arnold, J. R. Kiniry, and J. R. Williams (2011), Soil and water assessment tool; theoretical documentation, Version 2009, Texas Water Resour. Inst. Tech. Rep. 406, Texas A&M Univ. Syst., College Station, Tex. [Available at http://twri.tamu.edu/reports/2011/ tr406.pdf, last accessed Dec. 2013.]
    • (2011) Texas Water Resour. Inst. Tech. Rep. 406
    • Neitsch, S.L.1    Arnold, J.G.2    Kiniry, J.R.3    Williams, J.R.4
  • 31
    • 77956538798 scopus 로고    scopus 로고
    • Modeling miscanthus in the Soil and Water Assessment Tool (SWAT) to simulate its water quality effects as a bioenergy crop
    • Ng, T. L., J. W. Eheart, X. Cai, and F. Miguez (2010), Modeling miscanthus in the Soil and Water Assessment Tool (SWAT) to simulate its water quality effects as a bioenergy crop, Environ. Sci. Technol., 44(18), 7138-7144, doi:10.1021/es9039677.
    • (2010) Environ. Sci. Technol. , vol.44 , Issue.18 , pp. 7138-7144
    • Ng, T.L.1    Eheart, J.W.2    Cai, X.3    Miguez, F.4
  • 32
    • 80053347194 scopus 로고    scopus 로고
    • An agent-based model of farmer decision-making and water quality impacts at the watershed scale under markets for carbon allowances and a second-generation biofuel crop
    • Ng, T.-Z., J. W. Eheart, X. Cai, and J. B. Braden (2011), An agent-based model of farmer decision-making and water quality impacts at the watershed scale under markets for carbon allowances and a second-generation biofuel crop, Water Resour. Res., 47, W09519, doi:10.1029/2011WR010399.
    • (2011) Water Resour. Res. , vol.47
    • Ng, T.-Z.1    Eheart, J.W.2    Cai, X.3    Braden, J.B.4
  • 33
    • 0027739060 scopus 로고
    • Climate changes and food supply
    • Pimentel, D. (1993), Climate changes and food supply, Forum Appl. Res. Public Policy, 8(4), 54-60.
    • (1993) Forum Appl. Res. Public Policy , vol.8 , Issue.4 , pp. 54-60
    • Pimentel, D.1
  • 34
    • 72149090368 scopus 로고    scopus 로고
    • Improved water allocation utilizing probabilistic climate forecasts:Short term water contracts in a risk management framework
    • Sankarasubramanian, A., U. Lall, F. A. S. Filho, and A. Sharman (2009), Improved water allocation utilizing probabilistic climate forecasts:Short term water contracts in a risk management framework, Water Resour. Res., 45, W11409, doi:10.1029/2009WR007821.
    • (2009) Water Resour. Res. , vol.45
    • Sankarasubramanian, A.1    Lall, U.2    Filho, F.A.S.3    Sharman, A.4
  • 35
    • 84885168517 scopus 로고    scopus 로고
    • Predictive yield
    • Savage, N. (2013), Predictive yield, Nature, 501(7468), S10-S11, doi:10.1038/501S10a.
    • (2013) Nature , vol.501 , Issue.7468 , pp. S10-S11
    • Savage, N.1
  • 36
    • 85042083648 scopus 로고    scopus 로고
    • 2012 harvest prices for corn and soybean: Implications for crop insurance payment
    • Univ. of Illinois, Urbana-Champaign, Champaign. [Available at, last accessed June 2013
    • Schnitkey, G. (2012a), 2012 harvest prices for corn and soybean: Implications for crop insurance payment, Farmdoc Daily, Univ. of Illinois, Urbana-Champaign, Champaign. [Available at http://farmdocdaily.illinois.edu/2012/11/2012-harvest-prices-for-corn-a.html, last accessed June 2013.]
    • (2012) Farmdoc Daily
    • Schnitkey, G.1
  • 37
    • 85042134486 scopus 로고    scopus 로고
    • Univ. of Illinois, Urbana-Champaign, Champaign, Ill. [last accessed Sept. 2013
    • Schnitkey, G. (2012b), Crop budgets, Illinois, 2012, Farm Business Manage., Univ. of Illinois, Urbana-Champaign, Champaign, Ill. [Available at http://www.farmdoc.illinois.edu/manage/2012_crop_budgets.pdf, last accessed Sept. 2013.]
    • (2012) Crop budgets, Illinois, 2012, Farm Business Manage
    • Schnitkey, G.1
  • 38
    • 85042072983 scopus 로고    scopus 로고
    • projected for 2013 and 2014, Farm Business Manage., Univ. of Illinois, Urbana-Champaign, Champaign. [last accessed Sept. 2013
    • Schnitkey, G. (2012c), Revenue and costs for corn, soybean, wheat, and double-crop soybeans: Actual for 2007 through 2013, projected for 2013 and 2014, Farm Business Manage., Univ. of Illinois, Urbana-Champaign, Champaign. [Available at http://www.farmdoc.illinois.edu/ manage/actual_projected_costs.pdf, last accessed Sept. 2013.]
    • (2012) Revenue and costs for corn, soybean, wheat, and double-crop soybeans: Actual for 2007 through 2013
    • Schnitkey, G.1
  • 39
    • 85042100808 scopus 로고    scopus 로고
    • 2013 Illinois county yields and GRIP payments
    • Univ. of Illinois, Urbana-Champaign, Champaign. [last accessed July 2013
    • Schnitkey, G. (2013), 2013 Illinois county yields and GRIP payments, Farmdoc Daily, Univ. of Illinois, Urbana-Champaign, Champaign. [Available at http://farmdocdaily.illinois.edu/2013/02/2013-illinois-county-yields-grip.html, last accessed July 2013.]
    • (2013) Farmdoc Daily
    • Schnitkey, G.1
  • 40
    • 27744544521 scopus 로고    scopus 로고
    • A description of the advanced research WRF version 3
    • National Center for Atmospheric Research, Boulder, Colo
    • Skamarock, W. C., et al. (2008), A description of the advanced research WRF version 3, NCAR Tech. Note NCAR/TN-4751STR, pp 113, National Center for Atmospheric Research, Boulder, Colo. [Available at http://www.mmm.ucar.edu/wrf/users/docs/arw_v3.pdf.]
    • (2008) NCAR Tech. Note NCAR/TN-4751STR , pp. 113
    • Skamarock, W.C.1
  • 41
    • 0022889698 scopus 로고
    • Economic use of weather and climate information: Concepts and an agricultural example
    • Sonka, S. T., P. J. Lamb, S. E. Hollinger, and J. W. Mjelde (1986), Economic use of weather and climate information: Concepts and an agricultural example, J. Climatol., 6(4), 447-457, doi:10.1002/joc.3370060409.
    • (1986) J. Climatol. , vol.6 , Issue.4 , pp. 447-457
    • Sonka, S.T.1    Lamb, P.J.2    Hollinger, S.E.3    Mjelde, J.W.4
  • 42
    • 84864361017 scopus 로고    scopus 로고
    • Bias correction of regional climate model simulations for hydrological climate-change impact studies:Review and evaluation of different methods
    • Teutschbein, C., and J. Seibert (2012), Bias correction of regional climate model simulations for hydrological climate-change impact studies:Review and evaluation of different methods, J. Hydrol., 456-457, 12-29, doi:10.1016/j.jhydrol.2012.05.052.
    • (2012) J. Hydrol. , vol.456-457 , pp. 12-29
    • Teutschbein, C.1    Seibert, J.2
  • 43
    • 80053378474 scopus 로고    scopus 로고
    • Climate change impact on meteorological, agricultural and hydrological drought in central Illinois
    • Wang, D., M. Hejazi, X. Cai, and A. J. Valocchi (2011), Climate change impact on meteorological, agricultural and hydrological drought in central Illinois, Water Resour. Res., 47, W09527, doi:10.1029/2010WR009845.
    • (2011) Water Resour. Res. , vol.47
    • Wang, D.1    Hejazi, M.2    Cai, X.3    Valocchi, A.J.4
  • 44
    • 84899635109 scopus 로고    scopus 로고
    • Illinois State Water Surv., Champaign, Ill. [last accessed July 2013
    • WARM: Water and Atmospheric Resources Monitoring Program (2013), Illinois Climate Network, Illinois State Water Surv., Champaign, Ill. [Available at http://www.isws.illinois.edu/warm/cdflist.asp, last accessed July 2013.]
    • (2013) Illinois Climate Network
  • 45
    • 85042102647 scopus 로고    scopus 로고
    • Weather effects on expected corn and soybean yields
    • last accessed Sept. 2013
    • Westcott, P., and M. Jewison (2013), Weather effects on expected corn and soybean yields, Feed Outlook FDS-13G-01, 33 pp. [Available at http://www.ers.usda.gov/publications/fds-feed-outlook/fds-13g-01.aspx, last accessed Sept. 2013.]
    • (2013) Feed Outlook FDS-13G-01 , pp. 33
    • Westcott, P.1    Jewison, M.2
  • 47
    • 0036866862 scopus 로고    scopus 로고
    • Combating drought through preparedness
    • Wilhite, D. A. (2002), Combating drought through preparedness, Nat. Resour. Forum, 26(4), 275-285, doi:10.1111/1477-8947.00030.
    • (2002) Nat. Resour. Forum , vol.26 , Issue.4 , pp. 275-285
    • Wilhite, D.A.1
  • 48
    • 84884179958 scopus 로고    scopus 로고
    • Multi-model seasonal forecasting of global drought onset
    • Yuan, X., and E. F. Wood (2013), Multi-model seasonal forecasting of global drought onset, Geophys. Res. Lett., 40, 4900-4905, doi:10.1002/ grl.50949.
    • (2013) Geophys. Res. Lett. , vol.40 , pp. 4900-4905
    • Yuan, X.1    Wood, E.F.2
  • 49
    • 84880648151 scopus 로고    scopus 로고
    • CFSv2-based seasonal hydroclimatic forecasts over the conterminous United States
    • Yuan, X., E. F. Wood, J. K. Roundy, and M. Pan (2013), CFSv2-based seasonal hydroclimatic forecasts over the conterminous United States, J. Clim., 26, 4828-4847, doi:10.1175/JCLI-D-12-00683.1.
    • (2013) J. Clim. , vol.26 , pp. 4828-4847
    • Yuan, X.1    Wood, E.F.2    Roundy, J.K.3    Pan, M.4
  • 50
    • 85042085206 scopus 로고    scopus 로고
    • 2012 drought, the harvest price option, and forward contracting
    • Univ. of Illinois, Urbana-Champaign, Champaign, Ill., last accessed Jan. 2014
    • Zulauf, C. (2012), 2012 drought, the harvest price option, and forward contracting, Farmdoc Daily, Univ. of Illinois, Urbana-Champaign, Champaign, Ill. [Available at http://farmdocdaily.illinois.edu/2012/11/2012-drought-the-harvest-price.html, last accessed Jan. 2014.]
    • (2012) Farmdoc Daily
    • Zulauf, C.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.