Abstract
Despite the strong signal of El Niño/Southern Oscillation (ENSO) events on climate in the Indo-Pacific region, models linking ENSO-based climate variability to seasonal rice production and food security in the region have not been well developed or widely used in a policy context. This study successfully measures the connections among sea surface temperature anomalies (SSTAs), rainfall, and rice production in Indonesia during the past three decades. Regression results show particularly strong connections on Java, where 55% of the country's rice is grown. Two-thirds of the interannual variance in rice plantings and 40% of the interannual variance in rice production during the main (wet) season on Java are explained by year-to-year fluctuations in SSTAs measured 4 and 8 months in advance, respectively. These effects are cumulative; during strong El Niño years, production shortfalls in the wet season are not made up later in the crop year. The analysis demonstrates that quantitative predictions of ENSO's effects on rice harvests can provide an additional tool for managing food security in one of the world's most populous and important rice-producing countries.
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REFERENCES
Amien, I., Rejekiningrum, P., Pramudia, A., and Susanti, E.: 1996, 'Effects of Interannual Climate Variability and Climate Change on Rice Yield in Java, Indonesia', Water Air and Soil Pollution 92, 29–39.
Biro Pusat Statistik (Central Bureau of Statistics, Jakarta, Indonesia): Various Years, Produksi Tanaman Padi di Indonesia (Rice Production in Indonesia), Biro Pusat Statistik, Jakarta.
Biro Pusat Statistik (Central Bureau of Statistics, Jakarta, Indonesia): 1997, Produksi Tanaman Padi di Indonesia (Rice Production in Indonesia), Biro Pusat Statistik, Jakarta.
Broad, K. and Agrawala, S.: 2000, 'The Ethiopia Food Crisis – Uses and Limits of Climate Forecasts', Science 289, 1693–1694.
Cane, M. A., Eshel, G., and Buckland, R. W.: 1994, 'Forecasting Zimbabwean Maize Yield Using Eastern Equatorial Pacific Sea Surface Temperature', Nature 370, 204–205.
Climate Prediction Center, National Centers for Environmental Prediction, National Oceanic and Atmospheric Administration. Monthly Atmospheric and SST Indices. Downloaded March, 1999 from http://www.cpc.ncep.noaa.gov/data/indices
Dawe, D.: 2000, 'The Future of the World Rice Market and Policy Options to Counteract Rice Price Instability', International Rice Research Institute, Los Banos, The Philippines.
De Datta, S. K.: 1981, Principles and Practices of Rice Production, John Wiley and Sons, New York.
Ellis, F.: 1993: 'Private Trade and Public Role in Staple Food Marketing: The Case of Rice in Indonesia', Food Policy 18, 428–438.
Falcon, W., Jones, W. O., and Pearson, S. R.: 1984, The Cassava Economy of Java, Stanford University Press, Stanford, CA.
Hackert, E. C. and Hastenrath, S.: 1986, 'Mechanisms of Java Rainfall Anomalies', Mon. Wea. Rev. 114, 745–757.
Hansen, J. W., Hodges, A. W., and Jones, J. W.: 1998, 'ENSO Influences on Agriculture in the Southeastern United States', J. Climate 11, 404–411.
Harger, J. R. E.: 1995, 'Air-Temperature Variations and ENSO Effects in Indonesia, the Phillipines, and El Salvador: ENSO Patterns and Changes from 1866–1993', Atmos. Environ. 29, 1919–1942.
Heytens, P.: 1991, 'Rice Production Systems', in Pearson, S., Falcon, W., Heytens, P., Monke, E., and Naylor, R. (eds.), Rice Policy in Indonesia, Cornell University Press, Ithaca, NY, pp. 38–57.
Holmes, D.: 1998, Rainfall and Droughts in Indonesia: A Study for the World Bank, Volume 3B, Java and Bali, Jakarta, Indonesia: The World Bank Resident Mission.
Legler, D. M., Bryant, K. J., and O'Brien, J. J.: 1999, 'Impact of ENSO-Related Climate Anomalies on Crop Yields in the U.S.', Clim. Change 42, 351–375.
Linsley, R. K., Kohler, M. A., and Paulhus, J. L. H.: 1975, Hydrology for Engineers, 2nd edn., McGraw-Hill, Inc., New York.
Malingreau, J.-P.: 1987, 'The 1982–83 Drought in Indonesia: Assessment and Monitoring', in Glantz, M. G., Katz, R., and Krenz, M. (eds.), Climate Crisis, National Center for Atmospheric Research, Boulder, CO.
McPhaden, M. J.: 1999, 'Genesis and Evolution of the 1997–98 El Niño', Science 283, 948–949.
Mears, L. A.: 1981, The New Rice Economy of Indonesia, Gadjah Mada University Press, Yogyakarta, Indonesia.
Mjelde, J. W., Hill, H. S. J., and Griffiths, J. F.: 1998, 'A Review of Current Evidence on Climate Forecasts and their Economic Effects in Agriculture', Amer. J. Agric. Econ. 80, 1089–1095.
National Oceanic and Atmospheric Administration. Baseline Climatological Dataset. Downloaded March, 1999 from http://ingrid.ldgo.columbia.edu/SOURCES/.NOAA/.NCDC/.GCPS/.MONTHLY/.STATION/.cuf
Nicholls, N.: 1981, 'Air-Sea Interaction and the Possibility of Long-Range Weather Prediction in the Indonesian Archipelago', Mon. Wea. Rev. 109, 2435–2443.
Nicholls, N.: 1986, 'Use of the Southern Oscillation to Forecast Texas Winter Wheat and Sorghum Crop Yields', Agric. For. Meteorol. 38, 9-15.
Peterson, T. C., Karl, T. R., Jamason, P. F., Knight, R., and Easterling, D. R.: 1998, 'First Difference Method: Maximizing Station Density for the Calculation of Long-Term Global Temperature Change', J. Geophys. Res. 103, 25967–25974.
Pfaff, A., Broad, K., and Glantz, M.: 1999, 'Who Benefits from Seasonal-to-Interannual Climate Forecasts?', Nature 397, 645–646.
Phillips, J. G., Cane, M. A., and Rosenzweig, C.: 1998, 'ENSO, Seasonal Rainfall Patterns and Simulated Maize Yield Variability in Zimbabwe', Agric. For. Meteorol. 90, 39–50.
Podesta, G. P., Messina, C. D., Grondona, M. O., and Magrin, G. O.: 1999, 'Associations between Grain Crop Yields in Central-Eastern Argentina and El Niño-Southern Oscillation', J. Appl. Meteorol. 38, 1488–1498.
Quinn, W. H., Zopf, D. O., Short, K. S., and Kuo Yang, R. T. W.: 1978, 'Historical Trends and Statistics of the Southern Oscillation, El Niño, and Indonesian Droughts', Fish. Bull. 76, 663–678.
Trenberth, K. E. and Shea, D.: 1987, 'On the Evolution of the Southern Oscillation', Mon. Wea. Rev. 115, 3078–3096.
Trenberth, K. E. and Hoar, T. J.: 1996, 'The 1990–1995 El Niño–Southern Oscillation Event: Longest on Record', Geophys. Res. Lett. 23, 57–60.
United Nations Food and Agriculture Organization: 2000, Rice Market Monitor 3(2), May 2000, downloaded April, 2000 from http://www.fao.org/WAICENT/FAOINFO/ECONOMiC/ESC/ ESCB/rice/ricemone.htm
World Bank: 1992, Indonesia: Agricultural Transformation: Challenges and Opportunities, World Bank, Washington, D.C.
World Bank: 2000, Global Commodity Markets, World Bank, Washington, D.C.
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Naylor, R.L., Falcon, W.P., Rochberg, D. et al. Using El Niño/Southern Oscillation Climate Data to Predict Rice Production in Indonesia. Climatic Change 50, 255–265 (2001). https://doi.org/10.1023/A:1010662115348
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DOI: https://doi.org/10.1023/A:1010662115348