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Volumn 232, Issue , 2017, Pages 384-399

The development of seasonal climate forecasting for agricultural producers

Author keywords

Agriculture; Climate prediction; Decision support; Seasonal climate forecasting

Indexed keywords

AGRICULTURAL PRODUCTION; AGROMETEOROLOGY; CROP PRODUCTION; DATABASE; DECISION MAKING; DECISION SUPPORT SYSTEM; LIVESTOCK FARMING; SEASONAL VARIATION; WEATHER FORECASTING;

EID: 84988362680     PISSN: 01681923     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.agrformet.2016.09.005     Document Type: Review
Times cited : (104)

References (120)
  • 1
    • 0037473209 scopus 로고    scopus 로고
    • The benefits to Mexican agriculture of an El Niño-southern oscillation (ENSO) early warning system
    • Adams, R.M., Houston, L.L., McCarl, B.A., et al. The benefits to Mexican agriculture of an El Niño-southern oscillation (ENSO) early warning system. Agric. Forest Meteorol. 115 (2003), 183–194.
    • (2003) Agric. Forest Meteorol. , vol.115 , pp. 183-194
    • Adams, R.M.1    Houston, L.L.2    McCarl, B.A.3
  • 2
    • 0035438166 scopus 로고    scopus 로고
    • Integrating climate forecasts and societal decision making: challenges to an emergent boundary organization
    • Agrawala, S., Broad, K., Guston, D.H., Integrating climate forecasts and societal decision making: challenges to an emergent boundary organization. Sci. Technol. Human Values 26 (2001), 454–477.
    • (2001) Sci. Technol. Human Values , vol.26 , pp. 454-477
    • Agrawala, S.1    Broad, K.2    Guston, D.H.3
  • 3
    • 79953224507 scopus 로고    scopus 로고
    • Evaluation of probabilistic quality and value of the ENSEMBLES multimodel seasonal forecasts: comparison with DEMETER
    • Alessandri, A., Borrelli, A., Navarra, A., et al. Evaluation of probabilistic quality and value of the ENSEMBLES multimodel seasonal forecasts: comparison with DEMETER. Mon. Weather Rev. 139 (2011), 581–607.
    • (2011) Mon. Weather Rev. , vol.139 , pp. 581-607
    • Alessandri, A.1    Borrelli, A.2    Navarra, A.3
  • 4
    • 84988325947 scopus 로고    scopus 로고
    • Enhancing the usability of climate information and models through stakeholder engagement
    • J. Zhang F.L. Luna-Reyes A.T. Pardo al. et Cham Springer International Publishing
    • Allen, E., Stephens, J.C., Enhancing the usability of climate information and models through stakeholder engagement. Zhang, J., Luna-Reyes, F.L., Pardo, A.T., et, al., (eds.) Information, Models, and Sustainability: Policy Informatics in the Age of Big Data and Open Government, 2016, Cham, Springer International Publishing, 121–135.
    • (2016) Information, Models, and Sustainability: Policy Informatics in the Age of Big Data and Open Government , pp. 121-135
    • Allen, E.1    Stephens, J.C.2
  • 5
    • 10944235437 scopus 로고    scopus 로고
    • Integrated assessment as a step toward reducing climate vulnerability in the southwestern United States
    • Bales, R.C., Liverman, D.M., Morehouse, B.J., Integrated assessment as a step toward reducing climate vulnerability in the southwestern United States. Bull. Am. Meteorol. Soc. 85 (2004), 1727–1734.
    • (2004) Bull. Am. Meteorol. Soc. , vol.85 , pp. 1727-1734
    • Bales, R.C.1    Liverman, D.M.2    Morehouse, B.J.3
  • 6
    • 0029434671 scopus 로고
    • Decadal and seasonal dependence of ENSO prediction skill
    • Balmaseda, M.A., Davey, M.K., Anderson, D.L.T., Decadal and seasonal dependence of ENSO prediction skill. J. Clim. 8 (1995), 2705–2715.
    • (1995) J. Clim. , vol.8 , pp. 2705-2715
    • Balmaseda, M.A.1    Davey, M.K.2    Anderson, D.L.T.3
  • 7
    • 84872559451 scopus 로고    scopus 로고
    • Mitigating cotton revenue risk through irrigation, insurance, and hedging
    • Barham, E.H.B., Robinson, J.R.C., Richardson, J.W., et al. Mitigating cotton revenue risk through irrigation, insurance, and hedging. J. Agric. Appl. Econ. 43 (2011), 529–540.
    • (2011) J. Agric. Appl. Econ. , vol.43 , pp. 529-540
    • Barham, E.H.B.1    Robinson, J.R.C.2    Richardson, J.W.3
  • 8
    • 0027799092 scopus 로고
    • Enso and enso-related predictability. 1. Prediction of equatorial pacific sea-surface temperature with a hybrid coupled ocean-atmosphere model
    • Barnett, T.P., Latif, M., Graham, N.E., et al. Enso and enso-related predictability. 1. Prediction of equatorial pacific sea-surface temperature with a hybrid coupled ocean-atmosphere model. J. Clim. 6 (1993), 1545–1566.
    • (1993) J. Clim. , vol.6 , pp. 1545-1566
    • Barnett, T.P.1    Latif, M.2    Graham, N.E.3
  • 10
    • 0000933821 scopus 로고    scopus 로고
    • A forecast product that maximizes utility for state–of–the–art seasonal climate prediction
    • Barnston, A.G., He, Y., Unger, D.A., A forecast product that maximizes utility for state–of–the–art seasonal climate prediction. Bull. Am. Meteorol. Soc. 81 (2000), 1271–1279.
    • (2000) Bull. Am. Meteorol. Soc. , vol.81 , pp. 1271-1279
    • Barnston, A.G.1    He, Y.2    Unger, D.A.3
  • 11
    • 0742269293 scopus 로고    scopus 로고
    • Multimodel ensembling in seasonal climate forecasting at IRI
    • Barnston, A.G., Mason, S.J., Goddard, L., et al. Multimodel ensembling in seasonal climate forecasting at IRI. Bull. Am. Meteorol. Soc. 84 (2003), 1783–1796.
    • (2003) Bull. Am. Meteorol. Soc. , vol.84 , pp. 1783-1796
    • Barnston, A.G.1    Mason, S.J.2    Goddard, L.3
  • 12
    • 84893873075 scopus 로고    scopus 로고
    • Dynamical seasonal climate prediction using an ocean-atmosphere coupled climate model developed in partnership between South Africa and the IRI
    • Beraki, A.F., DeWitt, D.G., Landman, W.A., et al. Dynamical seasonal climate prediction using an ocean-atmosphere coupled climate model developed in partnership between South Africa and the IRI. J. Clim. 27 (2014), 1719–1741.
    • (2014) J. Clim. , vol.27 , pp. 1719-1741
    • Beraki, A.F.1    DeWitt, D.G.2    Landman, W.A.3
  • 13
    • 84988368653 scopus 로고    scopus 로고
    • Decision Support Tools for Smallholder Agriculture in Sub-Saharan Africa: a Practical Guide
    • IFDC; ACP-EU Technical Centere for Agricultural and Rural Cooperation Muscle Shoals, Ala., U.S.A Wageningen, Netherlands
    • Bontkes, T.S., Wopereis, M., Decision Support Tools for Smallholder Agriculture in Sub-Saharan Africa: a Practical Guide. 2003, IFDC; ACP-EU Technical Centere for Agricultural and Rural Cooperation, Muscle Shoals, Ala., U.S.A Wageningen, Netherlands.
    • (2003)
    • Bontkes, T.S.1    Wopereis, M.2
  • 14
    • 77149180083 scopus 로고    scopus 로고
    • Assessment of climate information needs in the Argentinean agro-business sector
    • Boulanger, J.-P., Penalba, O., Assessment of climate information needs in the Argentinean agro-business sector. Clim. Change 98 (2010), 551–563.
    • (2010) Clim. Change , vol.98 , pp. 551-563
    • Boulanger, J.-P.1    Penalba, O.2
  • 15
    • 79951965423 scopus 로고    scopus 로고
    • Extension Agent Perspectives of Climate, Seasonal Climate Forecasts, and the AgClimate Decision Support System. Southeast Climate Consortium Technical Report Series
    • Southeast Climate Consortium SECC
    • Breuer, N.E., Adhikarim, S., Brown-Salazar, R., et al. Extension Agent Perspectives of Climate, Seasonal Climate Forecasts, and the AgClimate Decision Support System. Southeast Climate Consortium Technical Report Series., 2008, Southeast Climate Consortium SECC.
    • (2008)
    • Breuer, N.E.1    Adhikarim, S.2    Brown-Salazar, R.3
  • 16
    • 84944180011 scopus 로고    scopus 로고
    • Overcoming barriers during the co-production of climate information for decision-making
    • Briley, L., Brown, D., Kalafatis, S.E., Overcoming barriers during the co-production of climate information for decision-making. Clim. Risk Manage., 2015.
    • (2015) Clim. Risk Manage.
    • Briley, L.1    Brown, D.2    Kalafatis, S.E.3
  • 17
    • 34250705318 scopus 로고    scopus 로고
    • Extension Agent Knowledge and Perceptions of Seasonal Climate Forecasts in Florida. Southeast Climate Consortium Technical Report Series, SECC Technical Report 06-001
    • Southeast Climate Consortium Gainsville, FL
    • Cabrera, V.E., Breuer, N.E., Bellow, J.G., et al. Extension Agent Knowledge and Perceptions of Seasonal Climate Forecasts in Florida. Southeast Climate Consortium Technical Report Series, SECC Technical Report 06-001., 2006, Southeast Climate Consortium, Gainsville, FL.
    • (2006)
    • Cabrera, V.E.1    Breuer, N.E.2    Bellow, J.G.3
  • 18
    • 0000361558 scopus 로고
    • Assessing climate information use in agribusiness: part I: actual and potential use and impediments to usage
    • Changnon, S.A., Sonka, S.T., Hofing, S., Assessing climate information use in agribusiness: part I: actual and potential use and impediments to usage. J. Clim. 1 (1988), 757–765.
    • (1988) J. Clim. , vol.1 , pp. 757-765
    • Changnon, S.A.1    Sonka, S.T.2    Hofing, S.3
  • 19
    • 3142660385 scopus 로고    scopus 로고
    • Changing uses of climate predictions in agriculture: implications for prediction research, providers, and users
    • Changnon, S.A., Changing uses of climate predictions in agriculture: implications for prediction research, providers, and users. Weather Forecasting 19 (2004), 606–613.
    • (2004) Weather Forecasting , vol.19 , pp. 606-613
    • Changnon, S.A.1
  • 20
    • 84862153706 scopus 로고    scopus 로고
    • The past and future of climate-related services in the United States
    • Changnon, S.A., The past and future of climate-related services in the United States. J. Service Climatol. 1 (2007), 1–7.
    • (2007) J. Service Climatol. , vol.1 , pp. 1-7
    • Changnon, S.A.1
  • 21
    • 84921044548 scopus 로고    scopus 로고
    • Potential effects of perfect seasonal climate forecasting on agricultural markets, welfare and land use: a case study of Spain
    • Choi, H.S., Schneider, U.A., Rasche, L., et al. Potential effects of perfect seasonal climate forecasting on agricultural markets, welfare and land use: a case study of Spain. Agric. Syst. 133 (2015), 177–189.
    • (2015) Agric. Syst. , vol.133 , pp. 177-189
    • Choi, H.S.1    Schneider, U.A.2    Rasche, L.3
  • 22
    • 78649853176 scopus 로고    scopus 로고
    • Challenges for integrating seasonal climate forecasts in user applications
    • Coelho, C.A.S., Costa, S.M.S., Challenges for integrating seasonal climate forecasts in user applications. Curr. Opin. Environ. Sustain. 2 (2010), 317–325.
    • (2010) Curr. Opin. Environ. Sustain. , vol.2 , pp. 317-325
    • Coelho, C.A.S.1    Costa, S.M.S.2
  • 23
    • 84988368656 scopus 로고    scopus 로고
    • Colorado State University (2010) Wheat Production and Pest Management for the Great Plains Region: Colorado State University Extension, Bioagricultural Sciences and Pest Management
    • Colorado State University (2010) Wheat Production and Pest Management for the Great Plains Region: Colorado State University Extension, Bioagricultural Sciences and Pest Management.
  • 24
    • 79451475771 scopus 로고    scopus 로고
    • Forecast skill and farmers’ skills: seasonal climate forecasts and agricultural risk management in the southeastern United States
    • Crane, T.A., Roncoli, C., Paz, J., et al. Forecast skill and farmers’ skills: seasonal climate forecasts and agricultural risk management in the southeastern United States. Weather Clim. Soc. 2 (2010), 44–59.
    • (2010) Weather Clim. Soc. , vol.2 , pp. 44-59
    • Crane, T.A.1    Roncoli, C.2    Paz, J.3
  • 25
    • 79954442945 scopus 로고    scopus 로고
    • Secretarial Order 3289
    • U.S. Department of the Interior Washington, D.C
    • DOI, Secretarial Order 3289. 2009, U.S. Department of the Interior, Washington, D.C.
    • (2009)
    • DOI1
  • 26
    • 0031284597 scopus 로고    scopus 로고
    • North Atlantic and European seasonal predictability using an ensemble of multidecadal atmospheric GCM simulations
    • Davies, J.R., Rowell, D.P., Folland, C.K., North Atlantic and European seasonal predictability using an ensemble of multidecadal atmospheric GCM simulations. Int. J. Climatol. 17 (1997), 1263–1284.
    • (1997) Int. J. Climatol. , vol.17 , pp. 1263-1284
    • Davies, J.R.1    Rowell, D.P.2    Folland, C.K.3
  • 27
    • 84911422191 scopus 로고    scopus 로고
    • Comparing forecast skill
    • DelSole, T., Tippett, M.K., Comparing forecast skill. Mon. Weather Rev. 142 (2014), 4658–4678.
    • (2014) Mon. Weather Rev. , vol.142 , pp. 4658-4678
    • DelSole, T.1    Tippett, M.K.2
  • 28
    • 62849118424 scopus 로고    scopus 로고
    • History of surface weather observations in the United States
    • Fiebrich, C.A., History of surface weather observations in the United States. Earth Sci. Rev. 93 (2009), 77–84.
    • (2009) Earth Sci. Rev. , vol.93 , pp. 77-84
    • Fiebrich, C.A.1
  • 30
    • 33745213122 scopus 로고    scopus 로고
    • Agclimate: a climate forecast information system for agricultural risk management in the southeastern USA
    • Fraisse, C.W., Breuer, N.E., Zierden, D., et al. Agclimate: a climate forecast information system for agricultural risk management in the southeastern USA. Comput. Electron. Agric. 53 (2006), 13–27.
    • (2006) Comput. Electron. Agric. , vol.53 , pp. 13-27
    • Fraisse, C.W.1    Breuer, N.E.2    Zierden, D.3
  • 31
    • 84874227024 scopus 로고    scopus 로고
    • Use of weather information for agricultural decision making
    • Frisvold, G.B., Murugesan, A., Use of weather information for agricultural decision making. Weather Clim. Soc. 5 (2012), 55–69.
    • (2012) Weather Clim. Soc. , vol.5 , pp. 55-69
    • Frisvold, G.B.1    Murugesan, A.2
  • 32
    • 37349127599 scopus 로고    scopus 로고
    • Climate forecast and prediction product dissemination for agriculture in the United States
    • Garbrecht, J.D., Schneider, J.M., Climate forecast and prediction product dissemination for agriculture in the United States. Aust. J. Agric. Res. 58 (2007), 966–974.
    • (2007) Aust. J. Agric. Res. , vol.58 , pp. 966-974
    • Garbrecht, J.D.1    Schneider, J.M.2
  • 33
    • 33845301668 scopus 로고    scopus 로고
    • Monthly runoff predictions based on rainfall forecasts in a small Oklahoma watershed
    • Garbrecht, J.D., Schneider, J.M., Van Liew, M.W., Monthly runoff predictions based on rainfall forecasts in a small Oklahoma watershed. J. Am. Water Resour. Assoc. 42 (2006), 1285–1295.
    • (2006) J. Am. Water Resour. Assoc. , vol.42 , pp. 1285-1295
    • Garbrecht, J.D.1    Schneider, J.M.2    Van Liew, M.W.3
  • 34
    • 78649379718 scopus 로고    scopus 로고
    • Utility of seasonal climate forecasts in management of winter-Wheat grazing
    • Garbrecht, J.D., Zhang, X.C., Schneider, J.M., et al. Utility of seasonal climate forecasts in management of winter-Wheat grazing. Appl. Eng. Agric. 26 (2010), 855–866.
    • (2010) Appl. Eng. Agric. , vol.26 , pp. 855-866
    • Garbrecht, J.D.1    Zhang, X.C.2    Schneider, J.M.3
  • 35
    • 33845945175 scopus 로고    scopus 로고
    • Needs for applied climate education in agriculture
    • George, D.A., Birch, C.J., Clewett, J.F., et al. Needs for applied climate education in agriculture. Aust. J. Exp. Agric. 47 (2007), 1–12.
    • (2007) Aust. J. Exp. Agric. , vol.47 , pp. 1-12
    • George, D.A.1    Birch, C.J.2    Clewett, J.F.3
  • 36
    • 0000111087 scopus 로고    scopus 로고
    • ENSO influence on intraseasonal extreme rainfall and temperature frequencies in the contiguous United States: observations and model results
    • Gershunov, A., Barnett, T.P., ENSO influence on intraseasonal extreme rainfall and temperature frequencies in the contiguous United States: observations and model results. J. Clim. 11 (1998), 1575–1586.
    • (1998) J. Clim. , vol.11 , pp. 1575-1586
    • Gershunov, A.1    Barnett, T.P.2
  • 37
    • 0035389740 scopus 로고    scopus 로고
    • Current approaches to seasonal to interannual climate predictions
    • Goddard, L., Mason, S.J., Zebiak, S.E., et al. Current approaches to seasonal to interannual climate predictions. Int. J. Climatol. 21 (2001), 1111–1152.
    • (2001) Int. J. Climatol. , vol.21 , pp. 1111-1152
    • Goddard, L.1    Mason, S.J.2    Zebiak, S.E.3
  • 39
    • 84924359028 scopus 로고    scopus 로고
    • Mapping the decision points and climate information use of agricultural producers across the U.S. Corn Belt
    • Haigh, T., Takle, E., Andresen, J., et al. Mapping the decision points and climate information use of agricultural producers across the U.S. Corn Belt. Clim. Risk Manage. 7 (2015), 20–30.
    • (2015) Clim. Risk Manage. , vol.7 , pp. 20-30
    • Haigh, T.1    Takle, E.2    Andresen, J.3
  • 40
    • 84988368592 scopus 로고
    • The Best of The Old Farmer's Almanac
    • Random House New York
    • Hale, J., The Best of The Old Farmer's Almanac. 1991, Random House, New York.
    • (1991)
    • Hale, J.1
  • 41
    • 4143140792 scopus 로고    scopus 로고
    • Linking dynamic seasonal climate forecasts with crop simulation for maize yield prediction in semi-arid Kenya
    • Hansen, J.W., Indeje, M., Linking dynamic seasonal climate forecasts with crop simulation for maize yield prediction in semi-arid Kenya. Agric. Forest Meteorol. 125 (2004), 143–157.
    • (2004) Agric. Forest Meteorol. , vol.125 , pp. 143-157
    • Hansen, J.W.1    Indeje, M.2
  • 42
    • 0031926988 scopus 로고    scopus 로고
    • ENSO influences on agriculture in the southeastern United States
    • Hansen, J.W., Hodges, A.W., Jones, J.W., ENSO influences on agriculture in the southeastern United States. J. Clim. 11 (1998), 404–411.
    • (1998) J. Clim. , vol.11 , pp. 404-411
    • Hansen, J.W.1    Hodges, A.W.2    Jones, J.W.3
  • 43
    • 85103361571 scopus 로고    scopus 로고
    • El Niño-Southern oscillation impacts on crop production in the southeast United States
    • C. Rosenzweig American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America
    • Hansen, J.W., Jones, J.W., Irmak, A., et al. El Niño-Southern oscillation impacts on crop production in the southeast United States. Rosenzweig, C., (eds.) Impacts of El Niño and Climate Variability on Agriculture, 2001, American Society of Agronomy, Crop Science Society of America, and Soil Science Society of America, 55–76.
    • (2001) Impacts of El Niño and Climate Variability on Agriculture , pp. 55-76
    • Hansen, J.W.1    Jones, J.W.2    Irmak, A.3
  • 44
    • 0036890598 scopus 로고    scopus 로고
    • Realizing the potential benefits of climate prediction to agriculture: issues, approaches, challenges
    • Hansen, J.W., Realizing the potential benefits of climate prediction to agriculture: issues, approaches, challenges. Agric. Syst. 74 (2002), 309–330.
    • (2002) Agric. Syst. , vol.74 , pp. 309-330
    • Hansen, J.W.1
  • 45
    • 0036048249 scopus 로고    scopus 로고
    • Weather, climate, and hydrologic forecasting for the US Southwest: a survey
    • Hartmann, H.C., Bales, R., Sorooshian, S., Weather, climate, and hydrologic forecasting for the US Southwest: a survey. Clim. Res. 21 (2002), 239–258.
    • (2002) Clim. Res. , vol.21 , pp. 239-258
    • Hartmann, H.C.1    Bales, R.2    Sorooshian, S.3
  • 46
    • 0036577580 scopus 로고    scopus 로고
    • Confidence builders – evaluating seasonal climate forecasts from user perspectives
    • Hartmann, H.C., Pagano, T.C., Sorooshian, S., Bales, R., Confidence builders – evaluating seasonal climate forecasts from user perspectives. BAMS 83 (2002), 683–698.
    • (2002) BAMS , vol.83 , pp. 683-698
    • Hartmann, H.C.1    Pagano, T.C.2    Sorooshian, S.3    Bales, R.4
  • 47
    • 84988412520 scopus 로고    scopus 로고
    • Managing Risk in Farming: Concepts, Research, and Analysis.: Market and Trade Economics Division and Resource Economics Division, 130
    • Harwood, J., Heifner, R., Coble, K., et al. (1999) Managing Risk in Farming: Concepts, Research, and Analysis.: Market and Trade Economics Division and Resource Economics Division, 130.
    • (1999)
    • Harwood, J.1    Heifner, R.2    Coble, K.3
  • 48
    • 84978488410 scopus 로고    scopus 로고
    • Using climate predictions to better serve society's needs eos
    • Hewitt, C., Buontempo, C., Newton, P., Using climate predictions to better serve society's needs eos. Trans. Am. Geophys. Union 94 (2013), 105–107.
    • (2013) Trans. Am. Geophys. Union , vol.94 , pp. 105-107
    • Hewitt, C.1    Buontempo, C.2    Newton, P.3
  • 49
    • 33750354858 scopus 로고    scopus 로고
    • Understanding farmers’ forecast use from their beliefs, values, social norms, and perceived obstacles*
    • Hu, Q., PytlikZillig, L.M., Lynne, G.D., et al. Understanding farmers’ forecast use from their beliefs, values, social norms, and perceived obstacles*. J. Appl. Meteorol. Climatol. 45 (2006), 1190–1201.
    • (2006) J. Appl. Meteorol. Climatol. , vol.45 , pp. 1190-1201
    • Hu, Q.1    PytlikZillig, L.M.2    Lynne, G.D.3
  • 50
    • 84988412521 scopus 로고    scopus 로고
    • Agriculutural climatology
    • Hubbard, K.G., Agriculutural climatology. J. Service Climatol. 1 (2007), 1–9.
    • (2007) J. Service Climatol. , vol.1 , pp. 1-9
    • Hubbard, K.G.1
  • 51
    • 84912636926 scopus 로고
    • Agronomic implications of long-term weather forecasting
    • J.A. Taylor Fairleigh Dickinson University Press
    • Hudson, J.P., Agronomic implications of long-term weather forecasting. Taylor, J.A., (eds.) Weather Forecasting for Agriculture and Industry. A Symposium, 1972, Fairleigh Dickinson University Press, 44–55.
    • (1972) Weather Forecasting for Agriculture and Industry. A Symposium , pp. 44-55
    • Hudson, J.P.1
  • 53
    • 84898014782 scopus 로고    scopus 로고
    • Southeastern U.S. rainfall prediction in the north american multi-model ensemble
    • Infanti, J.M., Kirtman, B.P., Southeastern U.S. rainfall prediction in the north american multi-model ensemble. J. Hydrometeorol. 15 (2014), 529–550.
    • (2014) J. Hydrometeorol. , vol.15 , pp. 529-550
    • Infanti, J.M.1    Kirtman, B.P.2
  • 54
    • 52549124403 scopus 로고    scopus 로고
    • Current status of ENSO prediction skill in coupled ocean-atmosphere models
    • Jin, E.K., Kinter, J.L. III, Wang, B., et al. Current status of ENSO prediction skill in coupled ocean-atmosphere models. Clim. Dyn. 31 (2008), 647–664.
    • (2008) Clim. Dyn. , vol.31 , pp. 647-664
    • Jin, E.K.1    Kinter, J.L.2    Wang, B.3
  • 55
    • 0033671734 scopus 로고    scopus 로고
    • Potential benefits of climate forecasting to agriculture
    • Jones, J.W., Hansen, J.W., Royce, F.S., et al. Potential benefits of climate forecasting to agriculture. Agric. Ecosyst. Environ. 82 (2000), 169–184.
    • (2000) Agric. Ecosyst. Environ. , vol.82 , pp. 169-184
    • Jones, J.W.1    Hansen, J.W.2    Royce, F.S.3
  • 56
    • 0038931678 scopus 로고
    • A New Way to Forecast Next Season's Climate: a new mathematical technique that makes 90-day climate forecasts by searching the historic record does as well as humans
    • Kerr, R.A., A New Way to Forecast Next Season's Climate: a new mathematical technique that makes 90-day climate forecasts by searching the historic record does as well as humans. Science 244 (1989), 30–31.
    • (1989) Science , vol.244 , pp. 30-31
    • Kerr, R.A.1
  • 57
    • 49649129657 scopus 로고    scopus 로고
    • Seasonal-climate forecasts improving ever so slowly
    • Kerr, R.A., Seasonal-climate forecasts improving ever so slowly. Science 321 (2008), 900–901.
    • (2008) Science , vol.321 , pp. 900-901
    • Kerr, R.A.1
  • 58
    • 84885653293 scopus 로고    scopus 로고
    • The north american multimodel ensemble: phase-1 seasonal-to-interannual prediction; phase-2 toward developing intraseasonal prediction
    • Kirtman, B.P., Min, D., Infanti, J.M., et al. The north american multimodel ensemble: phase-1 seasonal-to-interannual prediction; phase-2 toward developing intraseasonal prediction. Bull. Am. Meteorol. Soc. 95 (2014), 585–601.
    • (2014) Bull. Am. Meteorol. Soc. , vol.95 , pp. 585-601
    • Kirtman, B.P.1    Min, D.2    Infanti, J.M.3
  • 59
    • 84866320508 scopus 로고    scopus 로고
    • On the economic nature of crop production decisions using the oklahoma mesonet
    • Klockow, K.E., McPherson, R.A., Sutter, D.S., On the economic nature of crop production decisions using the oklahoma mesonet. Weather Clim. Soc. 2 (2010), 224–236.
    • (2010) Weather Clim. Soc. , vol.2 , pp. 224-236
    • Klockow, K.E.1    McPherson, R.A.2    Sutter, D.S.3
  • 60
    • 79957540514 scopus 로고    scopus 로고
    • Professional development for providers of seasonal climate prediction
    • Lamb, P.J.T., Timmer, R.P., Lélé, M.I., Professional development for providers of seasonal climate prediction. Clim. Res. 47 (2011), 57–75.
    • (2011) Clim. Res. , vol.47 , pp. 57-75
    • Lamb, P.J.T.1    Timmer, R.P.2    Lélé, M.I.3
  • 61
    • 0032577947 scopus 로고    scopus 로고
    • A review of the predictability and prediction of ENSO
    • Latif, M., Anderson, D., Barnett, T., et al. A review of the predictability and prediction of ENSO. J. Geophys. Res.: Oceans 103 (1998), 14375–14393.
    • (1998) J. Geophys. Res.: Oceans , vol.103 , pp. 14375-14393
    • Latif, M.1    Anderson, D.2    Barnett, T.3
  • 62
    • 0036555084 scopus 로고    scopus 로고
    • Potential predictability of seasonal precipitation over the United States from canonical ensemble correlation predictions
    • Lau, K.-M., Kim, K.-M., Shen, S.S.P., Potential predictability of seasonal precipitation over the United States from canonical ensemble correlation predictions. Geophys. Res. Lett. 29 (2002), 1–4.
    • (2002) Geophys. Res. Lett. , vol.29 , pp. 1-4
    • Lau, K.-M.1    Kim, K.-M.2    Shen, S.S.P.3
  • 63
    • 14644388192 scopus 로고    scopus 로고
    • The co-production of science and policy in integrated climate assessments
    • Lemos, M.C., Morehouse, B.J., The co-production of science and policy in integrated climate assessments. Global Environ. Change 15 (2005), 57–68.
    • (2005) Global Environ. Change , vol.15 , pp. 57-68
    • Lemos, M.C.1    Morehouse, B.J.2
  • 64
    • 79956258964 scopus 로고    scopus 로고
    • Climate projections and their impact on policy and practice
    • Lemos, M.C., Rood, R.B., Climate projections and their impact on policy and practice. Wiley Interdiscip. Rev. Clim. Change 1 (2010), 670–682.
    • (2010) Wiley Interdiscip. Rev. Clim. Change , vol.1 , pp. 670-682
    • Lemos, M.C.1    Rood, R.B.2
  • 65
    • 84988335881 scopus 로고    scopus 로고
    • The role of targeted climate research at the IRI
    • Lyon, B., Giannini, A., Gonzalez, P., et al. The role of targeted climate research at the IRI. Earth Perspect. 1 (2014), 1–18.
    • (2014) Earth Perspect. , vol.1 , pp. 1-18
    • Lyon, B.1    Giannini, A.2    Gonzalez, P.3
  • 66
    • 0042636795 scopus 로고    scopus 로고
    • The IRI seasonal climate prediction system and the 1997/98 El Niño event
    • Mason, S.J., Goddard, L., Graham, N.E., et al. The IRI seasonal climate prediction system and the 1997/98 El Niño event. Bull. Am. Meteorol. Soc. 80 (1999), 1853–1873.
    • (1999) Bull. Am. Meteorol. Soc. , vol.80 , pp. 1853-1873
    • Mason, S.J.1    Goddard, L.2    Graham, N.E.3
  • 67
    • 74549170632 scopus 로고    scopus 로고
    • The value of ENSO forecast information to dual-Purpose winter wheat production in the U.S. southern high plains
    • Mauget, S., Zhang, J., Ko, J., The value of ENSO forecast information to dual-Purpose winter wheat production in the U.S. southern high plains. J. Appl. Meteorol. Climatol. 48 (2009), 2100–2117.
    • (2009) J. Appl. Meteorol. Climatol. , vol.48 , pp. 2100-2117
    • Mauget, S.1    Zhang, J.2    Ko, J.3
  • 68
    • 34249706472 scopus 로고    scopus 로고
    • Agrometeorology – Principles and Applications of Climate Studies in Agriculture
    • Food Products Press
    • Mavi, H.S., Tupper, G.J., Agrometeorology – Principles and Applications of Climate Studies in Agriculture. 2004, Food Products Press.
    • (2004)
    • Mavi, H.S.1    Tupper, G.J.2
  • 69
    • 84860387181 scopus 로고    scopus 로고
    • Seasonal and inter-annual climate forecasting: the new tool for increased preparedness to climate variability and change in agricultural planning and operations
    • Meinke, H., Stone, R.C., Seasonal and inter-annual climate forecasting: the new tool for increased preparedness to climate variability and change in agricultural planning and operations. Clim. Change 70 (2005), 221–253.
    • (2005) Clim. Change , vol.70 , pp. 221-253
    • Meinke, H.1    Stone, R.C.2
  • 72
    • 53849114298 scopus 로고    scopus 로고
    • Sorghum yield prediction from seasonal rainfall forecasts in Burkina Faso
    • Mishra, A., Hansen, J.W., Dingkuhn, M., et al. Sorghum yield prediction from seasonal rainfall forecasts in Burkina Faso. Agric. Forest Meteorol. 148 (2008), 1798–1814.
    • (2008) Agric. Forest Meteorol. , vol.148 , pp. 1798-1814
    • Mishra, A.1    Hansen, J.W.2    Dingkuhn, M.3
  • 73
    • 16344394102 scopus 로고    scopus 로고
    • Probabilistic seasonal prediction of the winter North Atlantic Oscillation and its impact on near surface temperature
    • Muller, W.A., Appenzeller, C., Schar, C., Probabilistic seasonal prediction of the winter North Atlantic Oscillation and its impact on near surface temperature. Clim. Dyn. 24 (2005), 213–226.
    • (2005) Clim. Dyn. , vol.24 , pp. 213-226
    • Muller, W.A.1    Appenzeller, C.2    Schar, C.3
  • 75
    • 84988370731 scopus 로고    scopus 로고
    • NOAA. (2011) 9th Annual Climate Prediction Applications Science Workshop report. NOAA Report. 32
    • NOAA. (2011) 9th Annual Climate Prediction Applications Science Workshop report. NOAA Report. 32.
  • 76
    • 85032849522 scopus 로고    scopus 로고
    • Assessment of Intraseasonal to Interannual Climate Prediction and Predictability
    • The National Academies Press Washington, DC
    • NRC, Assessment of Intraseasonal to Interannual Climate Prediction and Predictability. 2010, The National Academies Press, Washington, DC.
    • (2010)
    • NRC1
  • 77
    • 0000780934 scopus 로고
    • Long-range weather forecasting—history, current status and outlook
    • Namias, J., Long-range weather forecasting—history, current status and outlook. Bull. Am. Meteorol. Soc. 49 (1968), 438–470.
    • (1968) Bull. Am. Meteorol. Soc. , vol.49 , pp. 438-470
    • Namias, J.1
  • 78
    • 0019228129 scopus 로고
    • Long-range weather forecasting: value, status, and prospects
    • Nicholls, N., Long-range weather forecasting: value, status, and prospects. Rev. Geophys. 18 (1980), 771–788.
    • (1980) Rev. Geophys. , vol.18 , pp. 771-788
    • Nicholls, N.1
  • 79
    • 48649105735 scopus 로고    scopus 로고
    • Developments in operational long-range climate prediction at CPC (with corrigendum attached)
    • O'Lenic, E.A., Unger, D.A., Halpert, M.S., et al. Developments in operational long-range climate prediction at CPC (with corrigendum attached). Weather Forecasting 23 (2008), 496–515.
    • (2008) Weather Forecasting , vol.23 , pp. 496-515
    • O'Lenic, E.A.1    Unger, D.A.2    Halpert, M.S.3
  • 80
    • 3543083343 scopus 로고    scopus 로고
    • Development of a European multimodel ensemble system for seasonal-to-interannual prediction (DEMETER)
    • Palmer, T.N., Alessandri, A., Andersen, U., et al. Development of a European multimodel ensemble system for seasonal-to-interannual prediction (DEMETER). Bull. Am. Meteorol. Soc., 85, 2004, 853-.
    • (2004) Bull. Am. Meteorol. Soc. , vol.85 , pp. 853-
    • Palmer, T.N.1    Alessandri, A.2    Andersen, U.3
  • 82
    • 84868333876 scopus 로고    scopus 로고
    • An analysis of CPC's operational 0.5-month lead seasonal outlooks
    • Peng, P., Kumar, A., Halpert, M.S., et al. An analysis of CPC's operational 0.5-month lead seasonal outlooks. Weather Forecasting 27 (2012), 898–917.
    • (2012) Weather Forecasting , vol.27 , pp. 898-917
    • Peng, P.1    Kumar, A.2    Halpert, M.S.3
  • 83
    • 84878182470 scopus 로고    scopus 로고
    • A comparison of skill between two versions of the NCEP climate forecast system (CFS) and CPC's operational short-lead seasonal outlooks
    • Peng, P., Barnston, A.G., Kumar, A., A comparison of skill between two versions of the NCEP climate forecast system (CFS) and CPC's operational short-lead seasonal outlooks. Weather Forecasting 28 (2013), 445–462.
    • (2013) Weather Forecasting , vol.28 , pp. 445-462
    • Peng, P.1    Barnston, A.G.2    Kumar, A.3
  • 84
    • 84866331781 scopus 로고    scopus 로고
    • Old indian ways of predicting the weather: senator robert S. kerr and the winter predictions of 1950–1951 and 1951–1952
    • Peppler, R.A., Old indian ways of predicting the weather: senator robert S. kerr and the winter predictions of 1950–1951 and 1951–1952. Weather Clim. Soc. 2 (2010), 200–209.
    • (2010) Weather Clim. Soc. , vol.2 , pp. 200-209
    • Peppler, R.A.1
  • 85
    • 84879920828 scopus 로고    scopus 로고
    • Natural climate variability and teleconnections to precipitation over the Pacific-North American region in CMIP3 and CMIP5 models
    • Polade, S.D., Gershunov, A., Cayan, D.R., et al. Natural climate variability and teleconnections to precipitation over the Pacific-North American region in CMIP3 and CMIP5 models. Geophys. Res. Lett. 40 (2013), 2296–2301.
    • (2013) Geophys. Res. Lett. , vol.40 , pp. 2296-2301
    • Polade, S.D.1    Gershunov, A.2    Cayan, D.R.3
  • 86
    • 37349108503 scopus 로고    scopus 로고
    • Making climate model forecasts more useful
    • Power, S.B., Plummer, N., Alford, P., Making climate model forecasts more useful. Aust. J. Agric. Res. 58 (2007), 945–951.
    • (2007) Aust. J. Agric. Res. , vol.58 , pp. 945-951
    • Power, S.B.1    Plummer, N.2    Alford, P.3
  • 87
    • 84879094895 scopus 로고    scopus 로고
    • Agricultural advisors: a receptive audience for weather and climate information?
    • Prokopy, L.S., Haigh, T., Mase, A.S., et al. Agricultural advisors: a receptive audience for weather and climate information?. Weather Clim. Soc. 5 (2013), 162–167.
    • (2013) Weather Clim. Soc. , vol.5 , pp. 162-167
    • Prokopy, L.S.1    Haigh, T.2    Mase, A.S.3
  • 88
    • 84906724897 scopus 로고    scopus 로고
    • Tailoring wheat management to ENSO phases for increased wheat production in Paraguay
    • Ramirez-Rodrigues, M.A., Asseng, S., Fraisse, C.W., et al. Tailoring wheat management to ENSO phases for increased wheat production in Paraguay. Clim. Risk Manage. 3 (2014), 24–38.
    • (2014) Clim. Risk Manage. , vol.3 , pp. 24-38
    • Ramirez-Rodrigues, M.A.1    Asseng, S.2    Fraisse, C.W.3
  • 89
    • 0020391175 scopus 로고
    • Variations in tropical sea surface temperature and surface wind fields associated with the southern Oscillation/El Niño
    • Rasmusson, E.M., Carpenter, T.H., Variations in tropical sea surface temperature and surface wind fields associated with the southern Oscillation/El Niño. Mon. Weather Rev. 110 (1982), 354–384.
    • (1982) Mon. Weather Rev. , vol.110 , pp. 354-384
    • Rasmusson, E.M.1    Carpenter, T.H.2
  • 90
    • 0035473127 scopus 로고    scopus 로고
    • Measures of skill and value of ensemble prediction systems, their interrelationship and the effect of ensemble size
    • Richardson, D.S., Measures of skill and value of ensemble prediction systems, their interrelationship and the effect of ensemble size. Q. J. R. Meteorolog. Soc. 127 (2001), 2473–2489.
    • (2001) Q. J. R. Meteorolog. Soc. , vol.127 , pp. 2473-2489
    • Richardson, D.S.1
  • 91
    • 84929497571 scopus 로고    scopus 로고
    • Improving and promoting subseasonal to seasonal prediction
    • Robertson, A.W., Kumar, A., Peña, M., et al. Improving and promoting subseasonal to seasonal prediction. Bull. Am. Meteorol. Soc. 96 (2015), ES49–ES53.
    • (2015) Bull. Am. Meteorol. Soc. , vol.96 , pp. ES49-ES53
    • Robertson, A.W.1    Kumar, A.2    Peña, M.3
  • 92
    • 84895336523 scopus 로고    scopus 로고
    • Towards the development of a spatial decision support system (SDSS) for the application of climate forecasts in uruguayan rice production sector
    • J.W. Hansen M.V.K. Sivakumar Springer
    • Roel, A., Baethegan, W.E., Towards the development of a spatial decision support system (SDSS) for the application of climate forecasts in uruguayan rice production sector. Hansen, J.W., Sivakumar, M.V.K., (eds.) Climate Prediction and Agriculture, 2007, Springer, 89–97.
    • (2007) Climate Prediction and Agriculture , pp. 89-97
    • Roel, A.1    Baethegan, W.E.2
  • 93
    • 58549107565 scopus 로고    scopus 로고
    • From accessing to assessing forecasts: an end-to-end study of participatory climate forecast dissemination in Burkina Faso (West Africa)
    • Roncoli, C., Jost, C., Kirshen, P., et al. From accessing to assessing forecasts: an end-to-end study of participatory climate forecast dissemination in Burkina Faso (West Africa). Clim. Change 92 (2009), 433–460.
    • (2009) Clim. Change , vol.92 , pp. 433-460
    • Roncoli, C.1    Jost, C.2    Kirshen, P.3
  • 94
    • 0022831511 scopus 로고
    • North american precipitation and temperature patterns associated with the El Niño/Southern oscillation (ENSO)
    • Ropelewski, C.F., Halpert, M.S., North american precipitation and temperature patterns associated with the El Niño/Southern oscillation (ENSO). Mon. Weather Rev. 114 (1986), 2352–2362.
    • (1986) Mon. Weather Rev. , vol.114 , pp. 2352-2362
    • Ropelewski, C.F.1    Halpert, M.S.2
  • 95
    • 84896093136 scopus 로고    scopus 로고
    • The NCEP climate forecast system version 2
    • Saha, S., Moorthi, S., Wu, X., et al. The NCEP climate forecast system version 2. J. Clim. 27 (2014), 2185–2208.
    • (2014) J. Clim. , vol.27 , pp. 2185-2208
    • Saha, S.1    Moorthi, S.2    Wu, X.3
  • 96
    • 0037594575 scopus 로고    scopus 로고
    • A measure of the usefulness of seasonal precipitation forecasts for agricultural applications
    • Schneider, J.M., Garbrecht, J.D., A measure of the usefulness of seasonal precipitation forecasts for agricultural applications. Trans. ASAE 46 (2003), 257–267.
    • (2003) Trans. ASAE , vol.46 , pp. 257-267
    • Schneider, J.M.1    Garbrecht, J.D.2
  • 97
    • 1642435556 scopus 로고    scopus 로고
    • Regional utility of NOAA/CPC seasonal climate precipitation forecasts
    • Schneider, J.M., Garbrecht, J.D., Regional utility of NOAA/CPC seasonal climate precipitation forecasts. World Water Environ. Resour. Congress 2003 (2003), 1–8.
    • (2003) World Water Environ. Resour. Congress , vol.2003 , pp. 1-8
    • Schneider, J.M.1    Garbrecht, J.D.2
  • 98
    • 33947188643 scopus 로고    scopus 로고
    • Dependability and effectiveness of seasonal forecasts for agricultural applications
    • Schneider, J.M., Garbrecht, J.D., Dependability and effectiveness of seasonal forecasts for agricultural applications. Trans. ASAE 49 (2006), 1737–1753.
    • (2006) Trans. ASAE , vol.49 , pp. 1737-1753
    • Schneider, J.M.1    Garbrecht, J.D.2
  • 99
    • 77949854816 scopus 로고    scopus 로고
    • Progress toward filling the weather and climate forecast need of agricultural and natural resource management
    • Schneider, J.M., Wiener, J.D., Progress toward filling the weather and climate forecast need of agricultural and natural resource management. J. Soil Water Conserv. 64 (2009), 100A–106A.
    • (2009) J. Soil Water Conserv. , vol.64 , pp. 100A-106A
    • Schneider, J.M.1    Wiener, J.D.2
  • 100
    • 85040642660 scopus 로고    scopus 로고
    • Assessing the value of seasonal climate forecast information through an end-to-end forecasting framework: application to U.S. 2012 drought in central Illinois
    • Shafiee-Jood, M., Cai, X., Chen, L., et al. Assessing the value of seasonal climate forecast information through an end-to-end forecasting framework: application to U.S. 2012 drought in central Illinois. Water Resour. Res. 50 (2014), 6592–6609.
    • (2014) Water Resour. Res. , vol.50 , pp. 6592-6609
    • Shafiee-Jood, M.1    Cai, X.2    Chen, L.3
  • 101
    • 0000724192 scopus 로고
    • How agribusiness uses climate predictions: implications for climate research and provision of predictions
    • Sonka, S.T., Hofing, S.L., Changnon, S.A., How agribusiness uses climate predictions: implications for climate research and provision of predictions. Bull. Am. Meteorol. Soc. 73 (1992), 1999–2008.
    • (1992) Bull. Am. Meteorol. Soc. , vol.73 , pp. 1999-2008
    • Sonka, S.T.1    Hofing, S.L.2    Changnon, S.A.3
  • 102
    • 33751231991 scopus 로고    scopus 로고
    • Using climate forecasts for drought management
    • Steinemann, A.C., Using climate forecasts for drought management. J. Appl. Meteorol. Climatol. 45 (2006), 1353–1361.
    • (2006) J. Appl. Meteorol. Climatol. , vol.45 , pp. 1353-1361
    • Steinemann, A.C.1
  • 103
    • 84988399032 scopus 로고    scopus 로고
    • Climate forecasts: emerging potential to reduce dryland farmers' risks
    • S.C. Rao J. Ryan Crop Science Society of America and American Society of Agronomy Madison, WI
    • Steiner, J.L., Schneider, J.M., Garbrecht, J.D., et al. Climate forecasts: emerging potential to reduce dryland farmers' risks. Rao, S.C., Ryan, J., (eds.) Challenges and Strategies of Dryland Agriculture, 2004, Crop Science Society of America and American Society of Agronomy, Madison, WI, 47–65.
    • (2004) Challenges and Strategies of Dryland Agriculture , pp. 47-65
    • Steiner, J.L.1    Schneider, J.M.2    Garbrecht, J.D.3
  • 104
    • 84988322854 scopus 로고    scopus 로고
    • Making Climate Forecasts Matter
    • Stern P.C., and Easterling W.E., (1999) Making Climate Forecasts Matter.
    • (1999)
    • Stern, P.C.1    Easterling, W.E.2
  • 105
    • 78650850757 scopus 로고    scopus 로고
    • Understanding and predicting seasonal-to-interannual climate variability – the producer perspective
    • Stockdale, T.N., Alves, O., Boer, G., et al. Understanding and predicting seasonal-to-interannual climate variability – the producer perspective. Procedia Environ. Sci. 1 (2010), 55–80.
    • (2010) Procedia Environ. Sci. , vol.1 , pp. 55-80
    • Stockdale, T.N.1    Alves, O.2    Boer, G.3
  • 106
    • 84898911384 scopus 로고    scopus 로고
    • Climate forecasts for corn producer decision making
    • Takle, E.S., Anderson, C.J., Andresen, J., et al. Climate forecasts for corn producer decision making. Earth Interact 18 (2014), 1–8.
    • (2014) Earth Interact , vol.18 , pp. 1-8
    • Takle, E.S.1    Anderson, C.J.2    Andresen, J.3
  • 107
    • 84988435783 scopus 로고    scopus 로고
    • What do we mean by climate services?
    • Tall, A., What do we mean by climate services?. WMO Bull. 62 (2013), 7–10.
    • (2013) WMO Bull. , vol.62 , pp. 7-10
    • Tall, A.1
  • 108
    • 84897027402 scopus 로고    scopus 로고
    • Usefulness and uses of climate forecasts for agricultural extension in South Carolina, USA
    • Templeton, S.R., Shane Perkins, M., Aldridge, H.D., et al. Usefulness and uses of climate forecasts for agricultural extension in South Carolina, USA. Reg. Environ. Change 14 (2014), 645–655.
    • (2014) Reg. Environ. Change , vol.14 , pp. 645-655
    • Templeton, S.R.1    Shane Perkins, M.2    Aldridge, H.D.3
  • 109
    • 35448972138 scopus 로고    scopus 로고
    • Bridging the gap between weather and climate forecasting: research priorities for intraseasonal prediction
    • Toth, Z., Peña, M., Vintzileos, A., Bridging the gap between weather and climate forecasting: research priorities for intraseasonal prediction. Bull. Am. Meteorol. Soc. 88 (2007), 1427–1429.
    • (2007) Bull. Am. Meteorol. Soc. , vol.88 , pp. 1427-1429
    • Toth, Z.1    Peña, M.2    Vintzileos, A.3
  • 110
    • 84988406586 scopus 로고    scopus 로고
    • Available at
    • USDA, Coorporative Extension, 2015 Available at: http://nifa.usda.gov/Extension/.
    • (2015) Coorporative Extension
    • USDA1
  • 111
    • 84988379150 scopus 로고    scopus 로고
    • USDA. (2015b) Farm Computer Usage and Ownership
    • USDA. (2015b) Farm Computer Usage and Ownership.
  • 112
    • 84988438634 scopus 로고    scopus 로고
    • National Institute for Food and Agriculture About NIFA
    • Available at
    • USDA, National Institute for Food and Agriculture About NIFA. 2015 Available at: http://nifa.usda.gov/about-nifa.
    • (2015)
    • USDA1
  • 114
    • 84988370769 scopus 로고
    • Aflatoxins in Corn. In: University of Kentucky CoA (ed)
    • Vincelli P., Parker G., McNeill S., (1995) Aflatoxins in Corn. In: University of Kentucky CoA (ed).
    • (1995)
    • Vincelli, P.1    Parker, G.2    McNeill, S.3
  • 115
    • 84988359849 scopus 로고    scopus 로고
    • Global Producing Centres for Long Range Forecasting
    • Available at
    • WMO, Global Producing Centres for Long Range Forecasting. 2015 Available at: http://www.wmo.int/pages/prog/wcp/wcasp/clips/producers_forecasts.html.
    • (2015)
    • WMO1
  • 116
    • 72049088496 scopus 로고    scopus 로고
    • ENSEMBLES: a new multi-model ensemble for seasonal-to-annual predictions—skill and progress beyond DEMETER in forecasting tropical Pacific SSTs
    • Weisheimer, A., Doblas-Reyes, F.J., Palmer, T.N., et al. ENSEMBLES: a new multi-model ensemble for seasonal-to-annual predictions—skill and progress beyond DEMETER in forecasting tropical Pacific SSTs. Geophys. Res. Lett., 36, 2009.
    • (2009) Geophys. Res. Lett. , vol.36
    • Weisheimer, A.1    Doblas-Reyes, F.J.2    Palmer, T.N.3
  • 117
    • 84867677739 scopus 로고    scopus 로고
    • Seasonal prediction of north pacific SSTs and PDO in the NCEP CFS hindcasts
    • Wen, C., Xue, Y., Kumar, A., Seasonal prediction of north pacific SSTs and PDO in the NCEP CFS hindcasts. J. Clim. 25 (2012), 5689–5710.
    • (2012) J. Clim. , vol.25 , pp. 5689-5710
    • Wen, C.1    Xue, Y.2    Kumar, A.3
  • 118
    • 0003632941 scopus 로고    scopus 로고
    • Statistical Methods in the Atmospheric Sciences
    • Elsevier/Academic Press Amsterdam; Boston
    • Wilks, D.S., Statistical Methods in the Atmospheric Sciences. 2011, Elsevier/Academic Press, Amsterdam; Boston.
    • (2011)
    • Wilks, D.S.1
  • 119
    • 84924548116 scopus 로고    scopus 로고
    • The ICON (ICOsahedral non-hydrostatic) modelling framework of DWD and MPI-M: description of the non-hydrostatic dynamical core
    • Zängl, G., Reinert, D., Rípodas, P., et al. The ICON (ICOsahedral non-hydrostatic) modelling framework of DWD and MPI-M: description of the non-hydrostatic dynamical core. Q. J. R. Meteorolog. Soc. 141 (2014), 563–579.
    • (2014) Q. J. R. Meteorolog. Soc. , vol.141 , pp. 563-579
    • Zängl, G.1    Reinert, D.2    Rípodas, P.3
  • 120
    • 80054935613 scopus 로고    scopus 로고
    • Using seasonal climate forecasts to improve maize production decision support in Zimbabwe
    • Zinyengere, N., Mhizha, T., Mashonjowa, E., et al. Using seasonal climate forecasts to improve maize production decision support in Zimbabwe. Agric. Forest Meteorol. 151 (2011), 1792–1799.
    • (2011) Agric. Forest Meteorol. , vol.151 , pp. 1792-1799
    • Zinyengere, N.1    Mhizha, T.2    Mashonjowa, E.3


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