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Short-term rainfall forecasts as a soft adaptation to climate change in irrigation management in North-East India

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  • Mishra, Ashok
  • Siderius, Christian
  • Aberson, Kenny
  • van der Ploeg, Martine
  • Froebrich, Jochen

Abstract

We explored the potential of using short-term weather forecasts to increase irrigation efficiency in rice cultivation, as a potential adaptation option to future climate change. We used 5-day hypothetically perfect rainfall forecasts and 4-day real rainfall forecasts for 2007–2008 issued by the India Meteorological Department (IMD). The rainfall forecasts were incorporated into the agro-hydrological model SWAP (Soil Water Plant Atmosphere), to produce alternative irrigation schedules. The SWAP model was calibrated with data from field experiments at Kharagpur, North-East India. Rice yield simulations were performed for observed weather (1989–2009) and for a future climate with more dry spells and more intense rainfall events. The model revealed that basing the decision to irrigate rice on short-term weather forecasts could reduce average water application by 27% when 5-day perfect rainfall forecasts were used. Even though the real 4-day rainfall forecasts were not very accurate, their use also resulted in a reduction in irrigation water application. Using 5-day hypothetically perfect forecasts under future climate conditions led to a saving of 32% of irrigation water compared to water use under the current climate.

Suggested Citation

  • Mishra, Ashok & Siderius, Christian & Aberson, Kenny & van der Ploeg, Martine & Froebrich, Jochen, 2013. "Short-term rainfall forecasts as a soft adaptation to climate change in irrigation management in North-East India," Agricultural Water Management, Elsevier, vol. 127(C), pages 97-106.
    • Handle: RePEc:eee:agiwat:v:127:y:2013:i:c:p:97-106
    DOI: 10.1016/j.agwat.2013.06.001
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    1. Aggarwal, P.K. & Banerjee, B. & Daryaei, M.G. & Bhatia, A. & Bala, A. & Rani, S. & Chander, S. & Pathak, H. & Kalra, N., 2006. "InfoCrop: A dynamic simulation model for the assessment of crop yields, losses due to pests, and environmental impact of agro-ecosystems in tropical environments. II. Performance of the model," Agricultural Systems, Elsevier, vol. 89(1), pages 47-67, July.
    2. Abrol, I. P., 1999. "Sustaining rice-wheat system productivity in the Indo-Gangetic plains: water management-related issues," Agricultural Water Management, Elsevier, vol. 40(1), pages 31-35, March.
    3. Shah, Tushaar & Ul Hassan, Mehmood & Khattak, Muhammad Zubair & Banerjee, Parth Sarthi & Singh, O.P. & Rehman, Saeed Ur, 2009. "Is Irrigation Water Free? A Reality Check in the Indo-Gangetic Basin," World Development, Elsevier, vol. 37(2), pages 422-434, February.
    4. Bouman, B. A. M. & Tuong, T. P., 2001. "Field water management to save water and increase its productivity in irrigated lowland rice," Agricultural Water Management, Elsevier, vol. 49(1), pages 11-30, July.
    5. Aggarwal, P.K. & Kalra, N. & Chander, S. & Pathak, H., 2006. "InfoCrop: A dynamic simulation model for the assessment of crop yields, losses due to pests, and environmental impact of agro-ecosystems in tropical environments. I. Model description," Agricultural Systems, Elsevier, vol. 89(1), pages 1-25, July.
    6. Hansen, James W. & Mishra, Ashok & Rao, K.P.C. & Indeje, Matayo & Ngugi, Robinson Kinuthia, 2009. "Potential value of GCM-based seasonal rainfall forecasts for maize management in semi-arid Kenya," Agricultural Systems, Elsevier, vol. 101(1-2), pages 80-90, June.
    7. Gowing, J. W. & Ejieji, C. J., 2001. "Real-time scheduling of supplemental irrigation for potatoes using a decision model and short-term weather forecasts," Agricultural Water Management, Elsevier, vol. 47(2), pages 137-153, March.
    8. Preety Bhandari & Suruchi Bhadwal & Ulka Kelkar, 2007. "Examining adaptation and mitigation opportunities in the context of the integrated watershed management programme of the Government of India," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 12(5), pages 919-933, June.
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