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Drought and Socioeconomic Drivers of Crop Diversity in India: A Panel Analysis

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Abstract

Understanding the trends in crop diversity in context of changing socioeconomic and climatic factors are essential for implementing sustainable agricultural practices. The Shannon Index was adopted to calculate crop diversity across all districts of India from 2001 to 2021. High-resolution Standardized Precipitation Eevapotranspiration Index (SPEI) data was developed using the Climate Hazards Group InfraRed Precipitation (CHIRPS) and Global Land Evaporation Amsterdam Model's (GLEAM) data to capture climate variability. A panel regression was employed using ordinary least squares, fixed effects, and random effects models. Crop diversity in India experiences an increase of 2.6% between 2001 and 2021. During the study period, India experienced an increase in the proportion of land dedicated to non-food crops, rising from 19.79% to 22.80%. The area allocated to cereal and millet crops experienced a decline, decreasing from 54.51% to 50.61%. SPEI is a significant factor in diversified agriculture, showing a negative association. Higher urbanization, road density, number of markets, the presence of organic carbon in the soil, improved seeds, fertilizers, and credit facilities for farmers reduce crop diversity. Access to irrigation increases the likelihood of practicing in diversified crop. Increasing education level of farmers positively influences the practice of crop diversity in India. Farmers in droughtprone areas of India often adopted diversified cropping practices.

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The datasets used the study will be available from the corresponding author on reasonable request.

References

  1. Aalders IH, Aitkenhead MJ (2006) Agricultural census data and land use modelling. Comput Environ Urban Syst 30:799–814. https://doi.org/10.1016/j.compenvurbsys.2005.06.003

    Article  Google Scholar 

  2. Agrawal T, Hirons M, Gathorne-Hardy A (2021) Understanding farmers’ cropping decisions and implications for crop diversity conservation: insights from Central India. Curr Res Environ Sustain 3:100068. https://doi.org/10.1016/j.crsust.2021.100068

    Article  Google Scholar 

  3. Ahmad S, Smale M, Theriault V, Maiga E (2023) Input subsidies and crop diversity on family farms in Burkina Faso. J Agric Econ 74:237–254. https://doi.org/10.1111/1477-9552.12504

    Article  Google Scholar 

  4. Baba AR, Abdulai A-M (2021) Determinants of crop diversification and its effects on household food security in Northern Ghana. Arthaniti J Econ Theory Practice 20:227–245. https://doi.org/10.1177/0976747920936818

    Article  Google Scholar 

  5. Meena V, Choudhary M, Yadav RP, Meena SK (2022) Sustainable crop production: recent advances intechOpen, London

  6. Beckers V, Poelmans L, Van Rompaey A, Dendoncker N (2020) The impact of urbanization on agricultural dynamics: a case study in Belgium. J Land Use Sci 15:626–643. https://doi.org/10.1080/1747423X.2020.1769211

    Article  Google Scholar 

  7. Benin S, Smale M, Pender J et al (2004) The economic determinants of cereal crop diversity on farms in the Ethiopian highlands. Agric Econ 31:197–208. https://doi.org/10.1111/j.1574-0862.2004.tb00257.x

    Article  Google Scholar 

  8. Bennett VJ (2017) Effects of road density and pattern on the conservation of species and biodiversity. Curr Landsc Ecol Rep 2:1–11. https://doi.org/10.1007/s40823-017-0020-6

    Article  Google Scholar 

  9. Birthal PS, Hazrana J (2019) Crop diversification and resilience of agriculture to climatic shocks: evidence from India. Agric Syst 173:345–354. https://doi.org/10.1016/j.agsy.2019.03.005

    Article  Google Scholar 

  10. Biswal D, Bahinipati CS (2022) Why are farmers not insuring crops against risks in India? A review. Progr Disaster Sci 15:100241. https://doi.org/10.1016/j.pdisas.2022.100241

    Article  Google Scholar 

  11. Borsato E, Rosa L, Marinello F et al (2020) Weak and strong sustainability of irrigation: a framework for irrigation practices under limited water availability. Front Sustain Food Syst. https://doi.org/10.3389/fsufs.2020.00017

    Article  Google Scholar 

  12. Bowles TM, Mooshammer M, Socolar Y et al (2020) Long-term evidence shows that crop-rotation diversification increases agricultural resilience to adverse growing conditions in North America. One Earth 2:284–293. https://doi.org/10.1016/j.oneear.2020.02.007

    Article  Google Scholar 

  13. Bukania ZN, Mwangi M, Karanja RM et al (2014) Food insecurity and not dietary diversity is a predictor of nutrition status in children within semiarid agro-ecological zones in Eastern Kenya. J Nutr Metab 2014:907153. https://doi.org/10.1155/2014/907153

    Article  PubMed  PubMed Central  Google Scholar 

  14. Chao A, Shen T-J (2003) Nonparametric estimation of Shannon’s index of diversity when there are unseen species in sample. Environ Ecol Stat 10:429–443. https://doi.org/10.1023/A:1026096204727

    Article  Google Scholar 

  15. Dusen MEV, Taylor JE (2005) Missing markets and crop diversity: evidence from Mexico. Environ Dev Econ 10:513–531. https://doi.org/10.1017/S1355770X05002317

    Article  Google Scholar 

  16. Dwivedi SL, Lammerts van Bueren ET, Ceccarelli S et al (2017) Diversifying food systems in the pursuit of sustainable food production and healthy diets. Trends Plant Sci 22:842–856. https://doi.org/10.1016/j.tplants.2017.06.011

    Article  CAS  PubMed  Google Scholar 

  17. Egli L, Schröter M, Scherber C et al (2021) Crop diversity effects on temporal agricultural production stability across European regions. Reg Environ Change 21:96. https://doi.org/10.1007/s10113-021-01832-9

    Article  Google Scholar 

  18. Eliazer Nelson ARL, Ravichandran K, Antony U (2019) The impact of the Green Revolution on indigenous crops of India. J Ethnic Foods 6:8. https://doi.org/10.1186/s42779-019-0011-9

    Article  Google Scholar 

  19. Emran S-A, Krupnik TJ, Aravindakshan S et al (2021) Factors contributing to farm-level productivity and household income generation in coastal Bangladesh’s rice-based farming systems. PLOS One 16:e0256694. https://doi.org/10.1371/journal.pone.0256694

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  20. George GP, Sharma HO (2020) Determinants of crop diversification in Kerala- a temporal analysis. J Trop Agric 58:99–106

    Google Scholar 

  21. Ghosh-Jerath S, Kapoor R, Ghosh U et al (2021) Pathways of climate change impact on agroforestry, food consumption pattern, and dietary diversity among indigenous subsistence farmers of Sauria Paharia tribal community of India: a mixed methods study. Front Sustain Food Syst 5:667297. https://doi.org/10.3389/fsufs.2021.667297

    Article  PubMed  PubMed Central  Google Scholar 

  22. Hertel T, Elouafi I, Tanticharoen M, Ewert F (2021) Diversification for enhanced food systems resilience. Nat Food 2:832–834. https://doi.org/10.1038/s43016-021-00403-9

    Article  PubMed  Google Scholar 

  23. John DA, Babu GR (2021) Lessons from the aftermaths of green revolution on food system and health. Front Sustain Food Syst. https://doi.org/10.3389/fsufs.2021.644559

    Article  PubMed  PubMed Central  Google Scholar 

  24. Khan I, Lei H, Shah IA et al (2020) Farm households’ risk perception, attitude and adaptation strategies in dealing with climate change: promise and perils from rural Pakistan. Land Use Policy 91:104395. https://doi.org/10.1016/j.landusepol.2019.104395

    Article  Google Scholar 

  25. Khanna M, Crago CL, Black M (2011) Can biofuels be a solution to climate change? The implications of land use change-related emissions for policy. Interface Focus 1:233–247. https://doi.org/10.1098/rsfs.2010.0016

    Article  PubMed  PubMed Central  Google Scholar 

  26. Khetwani S, Singh RB (2020) Drought vulnerability of Marathwada region, India: a spatial analysis. GeoScape 14:108–121. https://doi.org/10.2478/geosc-2020-0010

    Article  Google Scholar 

  27. Kumar V (2018) Coping with climate change: an analysis of India’s state action plans on climate change. Centre for Science and Environment, New Delhi.

  28. Kurdyś-Kujawska A, Strzelecka A, Zawadzka D (2021) The impact of crop diversification on the economic efficiency of small farms in Poland. Agriculture 11:250. https://doi.org/10.3390/agriculture11030250

    Article  Google Scholar 

  29. Labeyrie V, Renard D, Aumeeruddy-Thomas Y et al (2021) The role of crop diversity in climate change adaptation: insights from local observations to inform decision making in agriculture. Curr Opin Environ Sustain 51:15–23. https://doi.org/10.1016/j.cosust.2021.01.006

    Article  Google Scholar 

  30. LaFevor MC, Pitts AK (2022) Irrigation increases crop species diversity in low-diversity farm regions of Mexico. Agriculture 12:911. https://doi.org/10.3390/agriculture12070911

    Article  Google Scholar 

  31. Li C, Chen X, Jiang A et al (2021) Socioeconomic determinants of crop diversity and its effect on farmer income in Guangxi, Southern China. Agriculture 11:336. https://doi.org/10.3390/agriculture11040336

    Article  Google Scholar 

  32. Li B, Zhou W, Zhao Y et al (2015) Using the SPEI to assess recent climate change in the Yarlung Zangbo River Basin, South Tibet. Water 7:5474–5486. https://doi.org/10.3390/w7105474

    Article  Google Scholar 

  33. Maru B, Maryo M, Kassa G (2022) Socioeconomic determinants of crop diversity in Bule Hora Woreda, Southern Ethiopia. Heliyon 8:e09489. https://doi.org/10.1016/j.heliyon.2022.e09489

    Article  PubMed  PubMed Central  Google Scholar 

  34. Msimbira LA, Smith DL (2020) The roles of plant growth promoting microbes in enhancing plant tolerance to acidity and alkalinity stresses. Front Sustain Food Syst. https://doi.org/10.3389/fsufs.2020.00106

    Article  Google Scholar 

  35. Mukherjee S, Chattopadhyay S (2017) Crop diversification in West Bengal: a district level analysis for the period 1980–81 to 2011–12. J Rural Dev 36(4):501–529. https://doi.org/10.25175/jrd/2017/v36/i4/120623

    Article  Google Scholar 

  36. Nayak C, Kumar CR (2019) Crop diversification in Odisha: an analysis based on panel data. Agric Econ Res Rev 32:67

    Article  Google Scholar 

  37. Josling T, Mittenzwei K (2013) Transparency and timeliness: the monitoring of agricultural policies in the WTO using OECD data. World Trade Rev 12(3):533–547

    Article  Google Scholar 

  38. Olivier T, Thébault E, Elias M et al (2020) Urbanization and agricultural intensification destabilize animal communities differently than diversity loss. Nat Commun 11:2686. https://doi.org/10.1038/s41467-020-16240-6

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Pingali PL (2017) The Green revolution and crop biodiversity. In: Routledge handbook of agricultural biodiversity. Routledge, pp 213–223

  40. Pradhan S (2022) Do we know enough to scale up sustainable agriculture in India? Chem Proc 10:60. https://doi.org/10.3390/IOCAG2022-12220

    Article  Google Scholar 

  41. Priyadarshini P, Abhilash PC (2021) Agri-food systems in India: Concerns and policy recommendations for building resilience in post COVID-19 pandemic times. Glob Food Sec 29:100537. https://doi.org/10.1016/j.gfs.2021.100537

    Article  PubMed  PubMed Central  Google Scholar 

  42. Rao PP, Birthal PS, Joshi PK, Kar D (2004) Agricultural diversification in India and role of urbanization. MTID discussion papers

  43. Raza A, Razzaq A, Mehmood SS et al (2019) Impact of climate change on crops adaptation and strategies to tackle its outcome: a review. Plants (Basel) 8:34. https://doi.org/10.3390/plants8020034

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  44. Singh J, Sidhu RS (2004) Factors in declining crop diversification: case study of Punjab. Econ Pol Wkly 39:5607–5610

    Google Scholar 

  45. Smale M, Assima A, Kergna A et al (2018) Farm family effects of adopting improved and hybrid sorghum seed in the Sudan Savanna of West Africa. Food Policy 74:162–171. https://doi.org/10.1016/j.foodpol.2018.01.001

    Article  PubMed  PubMed Central  Google Scholar 

  46. Srivastava P, Balhara M, Giri B (2020) Soil health in India: past history and future perspective. In: Giri B, Varma A (eds) Soil health. Springer International Publishing, Cham, pp 1–19

    Google Scholar 

  47. Stefan L, Hartmann M, Engbersen N et al (2021) Positive effects of crop diversity on productivity driven by changes in soil microbial composition. Front Microbiol. https://doi.org/10.3389/fmicb.2021.660749

    Article  PubMed  PubMed Central  Google Scholar 

  48. Suseela K, Chandrasekaran M (2016) Crop diversification in Andhra Pradesh—regional and state level analysis. Int J Agric Sci Res (IJASR)

  49. Thong P, Thangjam U, Sahoo UK, Pebam R (2022) Socio-economic vulnerability assessment of shifting cultivators (Jhumias) amidst the changing climate in Mizoram, northeast India. Appl Geogr 147:102790. https://doi.org/10.1016/j.apgeog.2022.102790

    Article  Google Scholar 

  50. Udmale P, Ichikawa Y, Manandhar S et al (2014) Farmers' perception of drought impacts, local adaptation and administrative mitigation measures in Maharashtra State, India. Int J Disaster Risk Reduction 10:250–269. https://doi.org/10.1016/j.ijdrr.2014.09.011

    Article  Google Scholar 

  51. Vicente-Serrano SM, Beguería S, López-Moreno JI (2010) A multiscalar drought index sensitive to global warming: the standardized precipitation evapotranspiration index. J Clim 23:1696–1718. https://doi.org/10.1175/2009JCLI2909.1

    Article  Google Scholar 

  52. Wooliver R, Kivlin SN, Jagadamma S (2022) Links among crop diversification, microbial diversity, and soil organic carbon: mini review and case studies. Front Microbiol. https://doi.org/10.3389/fmicb.2022.854247

    Article  PubMed  PubMed Central  Google Scholar 

  53. Zsögön A, Peres LEP, Xiao Y et al (2022) Enhancing crop diversity for food security in the face of climate uncertainty. Plant J 109:402–414. https://doi.org/10.1111/tpj.15626

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We gratefully acknowledge the University Grants Commission (UGC) for providing the NET-JRF fellowship to the first author for conduction PhD work. The authors are thankful the Ministry of Agriculture and Farmers Welfare of India for making the agricultural census data available on public domain. We express our gratitude to the IIPS library for providing access to the open-access peer-reviewed journals. We are thankful to all the providers of the datasets used such as CHIPRS, GLEAM, SEDAC, GRIP, SRTM, HWSD, TCI and Agmarket in the study.

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This research received no specific grant from any funding agency in the public, commercial or not-for-profit sectors.

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AC contributed to conceptualization, validation, and editing the draft. AJ contributed to conceptualization, methodology, formal analysis, and writing (original draft preparation). All authors have read and approved the final manuscript.

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Correspondence to Arup Jana.

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Jana, A., Chattopadhyay, A. Drought and Socioeconomic Drivers of Crop Diversity in India: A Panel Analysis. Agric Res 12, 450–461 (2023). https://doi.org/10.1007/s40003-023-00665-8

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