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Assessment of Crop-Drought Relationship: A Climate Change Perspective

Author

Listed:
  • Soumyashree Dixit

    (Indian Institute of Technology)

  • V. Neethin

    (Indian Institute of Technology)

  • K. V. Jayakumar

    (National Institute of Technology Warangal)

Abstract

Crop productivity is a highly vulnerable criterion to drought onset and offset. Therefore, it is necessary to assess the crop-drought relationship from the perspective of climate change for sustainable development in agricultural practices. Aurangabad and Pune districts in the state of Maharashtra are considered as the study area. The temporal evolution of the Standardised Yield Residual Series (SYRS) is investigated, and then the impact of the detrended Standard Precipitation Evapotranspiration Index (SPEI) on different crops was studied. The future crop yields for three crops maize, cotton, and wheat, are projected based on the AquaCrop model by considering the bias-corrected ensemble Coupled Model Intercomparison Model Project Phage 6-Global Climate Models (CMIP6-GCMs) under four different Shared Socioeconomic Scenarios (SSPs). The outcomes from the simulation indicated a high increase in crop yield, especially in the high-emission scenario (SSP585). The increase in crop productivity could be attributed to the favourable thermal range, enhanced CO2 concentration, and increase in water productivity of crops. SPEI has a moderate association with the SYRS at various crop productivity phases. The greatest yield-drought relationship existed for wheat and the least for maize during the study period for the Aurangabad region for the Reference Period (RP). Cotton is expected to be more sensitive to drought onset in the future for the Pune region. This approach can assist stakeholders to understand better the impact of drought on the agricultural sectors, which is critical for reducing adverse situations related to drought.

Suggested Citation

  • Soumyashree Dixit & V. Neethin & K. V. Jayakumar, 2023. "Assessment of Crop-Drought Relationship: A Climate Change Perspective," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 37(10), pages 4075-4095, August.
    • Handle: RePEc:spr:waterr:v:37:y:2023:i:10:d:10.1007_s11269-023-03540-x
    DOI: 10.1007/s11269-023-03540-x
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    References listed on IDEAS

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    1. Dimitris Tigkas & Harris Vangelis & George Tsakiris, 2020. "Implementing Crop Evapotranspiration in RDI for Farm-Level Drought Evaluation and Adaptation under Climate Change Conditions," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(14), pages 4329-4343, November.
    2. Abdol Rassoul Zarei & Ali Shabani & Mohammad Reza Mahmoudi, 2020. "Evaluation of the Influence of Occurrence Time of Drought on the Annual Yield of Rain-Fed Winter Wheat Using Backward Multiple Generalized Estimation Equation," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(9), pages 2911-2931, July.
    3. Raes, Dirk & Fereres, Elias & García Vila, Margarita & Curnel, Yannick & Knoden, David & Çelik, Sema Kale & Ucar, Yusuf & Türk, Mevlüt & Wellens, Joost, 2023. "Simulation of alfalfa yield with AquaCrop," Agricultural Water Management, Elsevier, vol. 284(C).
    4. Vamsi Krishna Vema & K. P. Sudheer & A. N. Rohith & I. Chaubey, 2022. "Impact of water conservation structures on the agricultural productivity in the context of climate change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(5), pages 1627-1644, March.
    5. B. Sonneveld & M. Keyzer & P. Adegbola & S. Pande, 2012. "The Impact of Climate Change on Crop Production in West Africa: An Assessment for the Oueme River Basin in Benin," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 26(2), pages 553-579, January.
    6. Jin Hyuck Kim & Jang Hyun Sung & Shamsuddin Shahid & Eun-Sung Chung, 2022. "Correction to: Future Hydrological Drought Analysis Considering Agricultural Water Withdrawal Under SSP Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(9), pages 2931-2931, July.
    7. Wei Zhang & Xiaohui Lei & Pan Liu & Xu Wang & Hao Wang & Peibing Song, 2019. "Identifying the Relationship between Assignments of Scenario Weights and their Positions in the Derivation of Reservoir Operating Rules under Climate Change," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 33(1), pages 261-279, January.
    8. Jin Hyuck Kim & Jang Hyun Sung & Shamsuddin Shahid & Eun-Sung Chung, 2022. "Future Hydrological Drought Analysis Considering Agricultural Water Withdrawal Under SSP Scenarios," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 36(9), pages 2913-2930, July.
    9. Yang, Yang & Cui, Yuanlai & Bai, Kaihua & Luo, Tongyuan & Dai, Junfeng & Wang, Weiguang & Luo, Yufeng, 2019. "Short-term forecasting of daily reference evapotranspiration using the reduced-set Penman-Monteith model and public weather forecasts," Agricultural Water Management, Elsevier, vol. 211(C), pages 70-80.
    10. Potopová, Vera & Trnka, Miroslav & Hamouz, Pavel & Soukup, Josef & Castraveț, Tudor, 2020. "Statistical modelling of drought-related yield losses using soil moisture-vegetation remote sensing and multiscalar indices in the south-eastern Europe," Agricultural Water Management, Elsevier, vol. 236(C).
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    Keywords

    SPEI; SYRS; GCM; CMIP6; SSPs;
    All these keywords.

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