Weather agencies worldwide are attempting to determine if systematic disturbances in climate, such as the El Nino-southern oscillation (ENSO), can be detected far enough in advance so that decisions can be altered to better accommodate these disturbances. Mexico is one country where ENSO-related climatic disturbances have been observed. If climate forecasters were able to disseminate information on upcoming ENSO-induced weather patterns with sufficient lead time, Mexican farmers could adjust by altering a variety of crop decisions, such as growing less (or more) water consumptive crops, planting drought resistant varieties, or altering planting times. This could have a positive impact on crop production, enhancing food security, farmers' incomes, and social welfare. The purpose of this paper is to value such forecasts in a Mexican agricultural setting. To assess the economic consequences of climate arising from various ENSO phases, estimates of regional crop yield sensitivity for key crops were modeled using a crop biophysical simulator. The value of a forecast is then measured by the expected increase in economic benefits due to changes in cropping patterns, production and consumption arising from the yield changes under each ENSO phase forecast. These economic estimates are derived from an economic model of Mexican agriculture. The value of the ENSO information will depend on its accuracy in terms of predictions of the weather consequences of each phase. The economic model is a stochastic, price endogenous, mathematical programming model that represents agronomic and economic conditions in a five-state Mexican region. This model depicts agricultural behavior across the three ENSO phases and provides the basis for calculating the value of information. The benefits of an ENSO early warning system for Mexico is approximately US$ 10 million annually, based on a 51-year time period of ENSO frequencies and when a forecast skill of 70% is assumed. This value translates into an internal rate of return for such an early warning system of approximately 30%. The values for higher skill levels are correspondingly higher. The values estimated here should be viewed as lower bound estimates of the value of an ENSO early warning system because benefits are not estimated for other parts of Mexican agriculture, such as non-commercial (subsistence) agricultural areas, areas where there is only a weak ENSO signal that is not very predictable, and the livestock sector. Also, benefits here do not include benefits that could occur with adjustments in energy generation, water management, or any other economic sectors that may be positively affected by the existence of an ENSO early warning system. (C) 2002 Elsevier Science B.V. All rights reserved.
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Columbia Univ, Earth Inst, Int Res Inst Climate Predict, Palisades, NY 10964 USAColumbia Univ, Earth Inst, Int Res Inst Climate Predict, Palisades, NY 10964 USA
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Yonsei Univ, Dept Atmospher Sci, Seoul, South KoreaCtr Climate Phys, IBS, Busan, South Korea
An, Soon-Il
Kug, Jong-Seong
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Pohang Univ Sci & Technol POSTECH, Div Environm Sci & Engn, Pohang, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Kug, Jong-Seong
Jin, Fei-Fei
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Univ Hawaii Manoa, SOEST, Dept Atmospher Sci, Honolulu, HI 96822 USACtr Climate Phys, IBS, Busan, South Korea
Jin, Fei-Fei
Cai, Wenju
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CSIRO Oceans & Atmosphere, Aspendale, Vic, Australia
Ocean Univ China, Phys Oceanog Lab CIMST, Qingdao, Peoples R China
Qingdao Natl Lab Marine Sci & Technol, Qingdao, Peoples R China
CSIRO Oceans & Atmosphere, CSHOR, Hobart, Tas, AustraliaCtr Climate Phys, IBS, Busan, South Korea
Cai, Wenju
Capotondi, Antonietta
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Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
NOAA, Earth Syst Res Lab, Div Phys Sci, Boulder, CO USACtr Climate Phys, IBS, Busan, South Korea
Capotondi, Antonietta
Cobb, Kim M.
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Georgia Tech, Earth & Atmospher Sci, Atlanta, GA USACtr Climate Phys, IBS, Busan, South Korea
Cobb, Kim M.
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Lengaigne, Matthieu
McPhaden, Michael J.
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NOAA, Pacific Marine Environm Lab, 7600 Sand Point Way Ne, Seattle, WA 98115 USACtr Climate Phys, IBS, Busan, South Korea
McPhaden, Michael J.
Stuecker, Malte F.
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Univ Washington, Dept Atmospher Sci, Seattle, WA 98195 USA
Univ Corp Atmospher Res, Cooperat Programs Adv Earth Syst Sci, Boulder, CO USACtr Climate Phys, IBS, Busan, South Korea
Stuecker, Malte F.
Stein, Karl
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Ctr Climate Phys, IBS, Busan, South Korea
Pusan Natl Univ, Busan, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Stein, Karl
Wittenberg, Andrew T.
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NOAA, Geophys Fluid Dynam Lab, Princeton, NJ USACtr Climate Phys, IBS, Busan, South Korea
Wittenberg, Andrew T.
Yun, Kyung-Sook
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Ctr Climate Phys, IBS, Busan, South Korea
Pusan Natl Univ, Busan, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Yun, Kyung-Sook
Bayr, Tobias
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GEOMAR Helmholtz Ctr Ocean Res, Kiel, GermanyCtr Climate Phys, IBS, Busan, South Korea
Bayr, Tobias
Chen, Han-Ching
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Natl Taiwan Univ, Dept Atmospher Sci, Taipei, TaiwanCtr Climate Phys, IBS, Busan, South Korea
Chen, Han-Ching
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Chikamoto, Yoshimitsu
Dewitte, Boris
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CEAZA, Coquimbo, Chile
Lab Etudes Geophys & Oceanog Spatiaie, Toulouse, FranceCtr Climate Phys, IBS, Busan, South Korea
Dewitte, Boris
Dommenget, Dietmar
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Monash Univ, Sch Earth Atmosphere & Environm, Clayton, Vic, AustraliaCtr Climate Phys, IBS, Busan, South Korea
Dommenget, Dietmar
Grothe, Pamela
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Univ Mary Washington, Dept Earth & Environm Sci, Fredericksburg, VA USACtr Climate Phys, IBS, Busan, South Korea
Grothe, Pamela
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Guilyardi, Eric
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Ham, Yoo-Geun
Hayashi, Michiya
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Hayashi, Michiya
Ineson, Sarah
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Met Off Hadley Ctr, Exeter, Devon, EnglandCtr Climate Phys, IBS, Busan, South Korea
Ineson, Sarah
Kang, Daehyun
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Ulsan Natl Inst Sci & Technol, Sch Urban & Environm Engn, Ulsan, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Kang, Daehyun
Kim, Sunyong
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Pohang Univ Sci & Technol POSTECH, Div Environm Sci & Engn, Pohang, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Kim, Sunyong
Kim, WonMoo
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Climate Predict Dept, APEC Climate Ctr, Busan, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Kim, WonMoo
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Lee, June-Yi
Li, Tim
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Univ Hawaii Manoa, Int Pacific Res Ctr, Honolulu, HI 96822 USA
Univ Hawaii Manoa, SOEST, Dept Atmospher Sci, Honolulu, HI 96822 USACtr Climate Phys, IBS, Busan, South Korea
Li, Tim
Luo, Jing-Jia
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Australian Bur Meteorol, Melbourne, Vic, AustraliaCtr Climate Phys, IBS, Busan, South Korea
Luo, Jing-Jia
McGregor, Shayne
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Monash Univ, Sch Earth Atmosphere & Environm, Clayton, Vic, AustraliaCtr Climate Phys, IBS, Busan, South Korea
McGregor, Shayne
Planton, Yann
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Planton, Yann
Power, Scott
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Australian Bur Meteorol, Melbourne, Vic, AustraliaCtr Climate Phys, IBS, Busan, South Korea
Power, Scott
Rashid, Harun
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Rashid, Harun
Ren, Hong-Li
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China Meteorol Adm, Natl Climate Ctr, Lab Climate Studies, Beijing, Peoples R ChinaCtr Climate Phys, IBS, Busan, South Korea
Ren, Hong-Li
Santoso, Agus
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Univ New South Wales, Fac Sci, ARC Ctr Excellence Climate Syst Sci, Sydney, NSW, AustraliaCtr Climate Phys, IBS, Busan, South Korea
Santoso, Agus
Takahashi, Ken
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Inst Geofis Peru, Lima, PeruCtr Climate Phys, IBS, Busan, South Korea
Takahashi, Ken
Todd, Alexander
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Univ Exeter, Coll Engn Math & Phys Sci, Exeter, Devon, EnglandCtr Climate Phys, IBS, Busan, South Korea
Todd, Alexander
Wang, Guomin
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Wang, Guomin
Wang, Guojian
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Xie, Ruihuang
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Pohang Univ Sci & Technol POSTECH, Div Environm Sci & Engn, Pohang, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Yang, Woo-Hyun
Yeh, Sang-Wook
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Hanyang Univ, Dept Marine Sci & Convergent Technol, Ansan, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Yeh, Sang-Wook
Yoon, Jinho
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Gwangju Inst Sci & Technol, Sch Earth Sci & Environm Engn, Gwangju, South KoreaCtr Climate Phys, IBS, Busan, South Korea
Yoon, Jinho
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Zeller, Elke
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NASA, Goddard Space Flight Ctr, Inst Space Studies, New York, NY 10025 USANASA, Goddard Space Flight Ctr, Inst Space Studies, New York, NY 10025 USA
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