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Context-dependent agricultural intensification pathways to increase rice production in India

Author

Listed:
  • Hari Sankar Nayak

    (Cornell University)

  • Andrew J. McDonald

    (Cornell University)

  • Virender Kumar

    (International Rice Research Institute (IRRI))

  • Peter Craufurd

    (South Asia Regional Office)

  • Shantanu Kumar Dubey

    (Indian Council of Agricultural Research (ICAR))

  • Amaresh Kumar Nayak

    (ICAR-National Rice Research Institute)

  • Chiter Mal Parihar

    (ICAR-Indian Agricultural Research Institute)

  • Panneerselvam Peramaiyan

    (International Rice Research Institute (IRRI) - South Asia Regional Centre (ISARC))

  • Shishpal Poonia

    (National Agricultural Science Complex (NASC))

  • Kindie Tesfaye

    (International Maize and Wheat Improvement Center (CIMMYT))

  • Ram K. Malik

    (National Agricultural Science Complex (NASC))

  • Anton Urfels

    (Cornell University
    International Rice Research Institute (IRRI)
    Wageningen University and Research)

  • Udham Singh Gautam

    (Indian Council of Agricultural Research (ICAR))

  • João Vasco Silva

    (International Maize and Wheat Improvement Center (CIMMYT))

Abstract

Yield gap analysis is used to characterize the untapped production potential of cropping systems. With emerging large-n agronomic datasets and data science methods, pathways for narrowing yield gaps can be identified that provide actionable insights into where and how cropping systems can be sustainably intensified. Here we characterize the contributing factors to rice yield gaps across seven Indian states, with a case study region used to assess the power of intervention targeting. Primary yield constraints in the case study region were nitrogen and irrigation, but scenario analysis suggests modest average yield gains with universal adoption of higher nitrogen rates. When nitrogen limited fields are targeted for practice change (47% of the sample), yield gains are predicted to double. When nitrogen and irrigation co-limitations are targeted (20% of the sample), yield gains more than tripled. Results suggest that analytics-led strategies for crop intensification can generate transformative advances in productivity, profitability, and environmental outcomes.

Suggested Citation

  • Hari Sankar Nayak & Andrew J. McDonald & Virender Kumar & Peter Craufurd & Shantanu Kumar Dubey & Amaresh Kumar Nayak & Chiter Mal Parihar & Panneerselvam Peramaiyan & Shishpal Poonia & Kindie Tesfaye, 2024. "Context-dependent agricultural intensification pathways to increase rice production in India," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-52448-6
    DOI: 10.1038/s41467-024-52448-6
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    References listed on IDEAS

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    1. Wright, Marvin N. & Ziegler, Andreas, 2017. "ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 77(i01).
    2. Andrade, José F. & Mourtzinis, Spyridon & Rattalino Edreira, Juan I. & Conley, Shawn P. & Gaska, John & Kandel, Herman J. & Lindsey, Laura E. & Naeve, Seth & Nelson, Scott & Singh, Maninder P. & Thomp, 2022. "Field validation of a farmer supplied data approach to close soybean yield gaps in the US North Central region," Agricultural Systems, Elsevier, vol. 200(C).
    3. Anton Urfels & Andrew J. McDonald & Timothy J. Krupnik & Pieter R. van Oel, 2020. "Drivers of groundwater utilization in water-limited rice production systems in Nepal," Water International, Taylor & Francis Journals, vol. 45(1), pages 39-59, January.
    4. Saikai, Yuji & Patel, Vivak & Mitchell, Paul, 2020. "Machine learning for optimizing complex site-specific management," 2020 Conference (64th), February 12-14, 2020, Perth, Western Australia 305238, Australian Agricultural and Resource Economics Society.
    5. Fujisaka, Sam, 1994. "Learning from six reasons why farmers do not adopt innovations intended to improve sustainability of upland agriculture," Agricultural Systems, Elsevier, vol. 46(4), pages 409-425.
    6. Xin Zhang & Eric A. Davidson & Denise L. Mauzerall & Timothy D. Searchinger & Patrice Dumas & Ye Shen, 2015. "Managing nitrogen for sustainable development," Nature, Nature, vol. 528(7580), pages 51-59, December.
    7. Gatti, Nicolas & Cecil, Michael & Baylis, Kathy & Estes, Lyndon & Blekking, Jordan & Heckelei, Thomas & Vergopolan, Noemi & Evans, Tom, 2023. "Is closing the agricultural yield gap a “risky” endeavor?," Agricultural Systems, Elsevier, vol. 208(C).
    8. Davis, Kristin E., ed. & Babu, Suresh Chandra, ed. & Ragasa, Catherine, ed., 2020. "Agricultural extension: Global status and performance in selected countries," IFPRI books, International Food Policy Research Institute (IFPRI), number 9780896293755.
    9. Shen Yuan & Bruce A. Linquist & Lloyd T. Wilson & Kenneth G. Cassman & Alexander M. Stuart & Valerien Pede & Berta Miro & Kazuki Saito & Nurwulan Agustiani & Vina Eka Aristya & Leonardus Y. Krisnadi &, 2021. "Sustainable intensification for a larger global rice bowl," Nature Communications, Nature, vol. 12(1), pages 1-11, December.
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