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Illuminating Empirical Evidence of Climate Change: Impacts on Rice Production in the Punjab Regions, Pakistan

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Abstract

Climate change can disrupt food availability and reduce access to food by affecting agricultural production in the world. Thus, the current empirical study investigates the impacts of climate change on rice production over the different regions of Punjab, Pakistan for the period of 1979–2018. The bound test co-integration method with the autoregressive distributed lag (ARDL) was used to explore the symmetric relationship between climate change and rice production. Furthermore, this study employed a nonlinear ARDL (NARDL) approach to investigate the asymmetric relationship between climate change and rice production. The results of symmetric ARDL indicate that in the long run there is a negative relationship between average maximum temperature and production of rice in all three regions. The results indicate that in the long-run average minimum temperature (Tmin) has a significant and negative association with the production of rice during the kharif season in Southern and Western Punjab. While in Central Punjab, minimum temperature (Tmin) has a positive association with the production of rice. The rainfall indicates that in the long run as rainfall increases in Central Punjab, it would cause to reduce the production of rice, while in the Southern and Western Punjab increased rainfall during the kharif season cause an increase in the production of rice. Moreover, the results of NARDL indicate an asymmetric relationship between climate and rice production. The dynamic multiplier analysis also supports the results by showing the dominance of the high impact of a positive and negative component of temperature on the production of rice in investigating three regions of Punjab, Pakistan.

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References

  1. Abbas S, Mayo ZA (2020) Impact of temperature and rainfall on rice production in Punjab, Pakistan. Environ Dev Sustain, pp 1–23

  2. Abbas S, Shirazi SA, Qureshi S (2018) SWOT analysis for socio-ecological landscape variation as a precursor to the management of the mountainous Kanshi watershed, Salt Range of Pakistan. Int J Sust Dev World 25(4):351–361

    Article  Google Scholar 

  3. Abid M, Ngaruiya G, Scheffran J, Zulfiqar F (2017) The role of social networks in agricultural adaptation to climate change: implications for sustainable agriculture in Pakistan. Climate 5(4):85

    Article  Google Scholar 

  4. Adnan S, Ullah K, Gao S, Khosa AH, Wang Z (2017) Shifting of agro-climatic zones, their drought vulnerability, and precipitation and temperature trends in Pakistan. Int J Climatol 37:529–543

    Article  Google Scholar 

  5. Ahmad M, Khan Z, Ur Rahman Z, Khan S (2018) Does financial development asymmetrically affect CO2 emissions in China? An application of the nonlinear autoregressive distributed lag (NARDL) model. Carbon Manag 9(6):631–644

    Article  CAS  Google Scholar 

  6. Ahmed A, Devadason ES, Al-Amin AQ (2016) Implications of climate change damage for agriculture: sectoral evidence from Pakistan. Environ Sci Pollut Res 23(20):20688–20699

    Article  Google Scholar 

  7. Alberto MCR, Wassmann R, Hirano T, Miyata A, Kumar A, Padre A, Amante M (2009) CO2/heat fluxes in rice fields: comparative assessment of flooded and non-flooded fields in the Philippines. Agric For Meteorol 149(10):1737–1750

    Article  Google Scholar 

  8. Ali A, Erenstein O (2017) Assessing farmer use of climate change adaptation practices and impacts on food security and poverty in Pakistan. Clim Risk Manag 16:183–194

    Article  Google Scholar 

  9. Ali S, Liu Y, Ishaq M, Shah T, Ilyas A, Din IU (2017) Climate change and its impact on the yield of major food crops: evidence from Pakistan. Foods 6(6):39

    Article  Google Scholar 

  10. Amponsah L, Kofi Hoggar G, Yeboah Asuamah S (2015) Climate change and agriculture: modelling the impact of carbon dioxide emission on cereal yield in Ghana

  11. Arshad M, Amjath-Babu T, Kächele H, Müller K (2016) What drives the willingness to pay for crop insurance against extreme weather events (flood and drought) in Pakistan? A hypothetical market approach. Climate Dev 8(3):234–244

    Article  Google Scholar 

  12. Bhatt D, Sonkar G, Mall R (2019) Impact of climate variability on the rice yield in Uttar Pradesh: an agro-climatic zone based study. Environ Process 6(1):135–153

    Article  Google Scholar 

  13. Bokhari S, Rasul G, Ruane A, Hoogenboom G, Ahmad A (2017) The past and future changes in climate of the rice-wheat cropping zone in Punjab, Pakistan. Pak J Meteorol 13:26

    Google Scholar 

  14. Chandio AA, Jiang Y, Gessesse AT, Dunya R (2019) The nexus of agricultural credit, farm size and technical efficiency in Sindh, Pakistan: a stochastic production frontier approach. J Saudi Soc Agric Sci 18(3):348–354

    Google Scholar 

  15. Cheema S, Hanif M (2013). Seasonal precipitation variation over Punjab province. Pak J Meteorol 10(19).

  16. Dabi T, Khanna V (2018) Effect of climate change on rice. Agrotechnology 7(2):2–7

    Google Scholar 

  17. Wang W, Cai C, He J, Gu J, Zhu G, Zhang W, Liu G (2020) Yield, dry matter distribution and photosynthetic characteristics of rice under elevated CO2 and increased temperature conditions. Field Crop Res 248:107605

    Article  Google Scholar 

  18. Farooqi AB, Khan AH, Mir H (2005) Climate change perspective in Pakistan. Pak J Meteorol 2(3)

  19. Gadgil S, Rao PS, Rao KN (2002) Use of climate information for farm-level decision making: rainfed groundnut in southern India. Agric Syst 74(3):431–457

    Article  Google Scholar 

  20. Hanif U, Syed SH, Ahmad R, Malik KA, Nasir M (2010) Economic impact of climate change on the agricultural sector of Punjab [with comments]. Pak Dev Rev pp 771–798

  21. International Rice Research Institute (IRRI) (2006) Reducing emissions from rice

  22. Janjua PZ, Samad G, Khan N (2014) Climate change and wheat production in Pakistan: an autoregressive distributed lag approach. NJAS-Wageningen J Life Sci 68:13–19

    Article  Google Scholar 

  23. Joyo M, Ram N, Magsi H (2018) Risk assessment of climate variability on rice productivity in sindh province of Pakistan: Department of Agricultural Economics, Sindh Agriculture University, Tandojam, Pakistan. Pak J Agric Agric Eng Veterin Sci 34(1):68–77

    Google Scholar 

  24. Kazi S, Khan M (1951) Variability of rainfall and its bearing on agriculture in the arid and semi-arid zones of West Pakistan. Pak Geograph Rev 6(1):40–63

    Google Scholar 

  25. Khan N, Shahid S, bin Ismail T, Wang X-J (2019) Spatial distribution of unidirectional trends in temperature and temperature extremes in Pakistan. Theoret Appl Climatol 136(3):899–913

    Article  Google Scholar 

  26. Kingra P, Setia R, Kaur S, Singh S, Singh SP, Kukal S, Pateriya B (2018) Spatio-temporal analysis of the climate impact on rice yield in north-west India. Spat Inf Res 26(4):381–395

    Article  Google Scholar 

  27. Latheef UA, Masih M (2017) Asymmetrical effects of macro variables on commercial bank deposits: evidence from Maldives based on NARDL

  28. Magsi H, Sheikh MJ (2017) Seawater intrusion: land degradation and food insecurity among coastal communities of Sindh, Pakistan. Regional Cooperation in South Asia. Springer, pp 209–223

  29. Mazhar N, Shirazi SA, Javid K (2018) Desertification vulnerability and risk analysis of Southern Punjab Region, Pakistan using geospatial techniques. J Biodivers Environ Sci 12(6):273–282

    Google Scholar 

  30. Mondal P, Jain M, DeFries RS, Galford GL, Small C (2015) Sensitivity of crop cover to climate variability: Insights from two Indian agro-ecoregions. J Environ Manage 148:21–30

    Article  Google Scholar 

  31. Nagarajan R, Rajmohan N, Mahendran U, Senthamilkumar S (2010) Evaluation of groundwater quality and its suitability for drinking and agricultural use in Thanjavur city, Tamil Nadu India. Environ Monit Assess 171(1):289–308

    Article  CAS  Google Scholar 

  32. Nawaz Z, Li X, Chen Y, Guo Y, Wang X, Nawaz N (2019) Temporal and spatial characteristics of precipitation and temperature in Punjab, Pakistan. Water 11(9):1916

    Article  Google Scholar 

  33. Nguyen N, Ferrero A (2004) The sustainable development of rice-based production systems in Europe. Paper presented at the Rice Is Life

  34. Peng S, Huang J, Sheehy JE, Laza RC, Visperas RM, Zhong X, Cassman KG (2004) Rice yields decline with higher night temperature from global warming. Proc Natl Acad Sci 101(27):9971–9975

    Article  CAS  Google Scholar 

  35. Pesaran MH, Shin Y, Smith RJ (2001) Bounds testing approaches to the analysis of level relationships. J Appl Economet 16(3):289–326

    Article  Google Scholar 

  36. Prasanna V (2014) Impact of monsoon rainfall on the total foodgrain yield over India. J Earth Syst Sci 123(5):1129–1145

    Article  Google Scholar 

  37. Rasul G, Mahmood A, Sadiq A, Khan S (2012) Vulnerability of the Indus delta to climate change in Pakistan. Pak J Meteorol, 8(16)

  38. Ray DK, Gerber JS, MacDonald GK, West PC (2015) Climate variation explains a third of global crop yield variability. Nat Commun 6(1):1–9

    Article  Google Scholar 

  39. Rebetez M, Beniston M (1998) Changes in sunshine duration are correlated with changes in daily temperature range this century: An analysis of Swiss climatological data. Geophys Res Lett 25(19):3611–3613

    Article  Google Scholar 

  40. Rezaei EE, Siebert S, Ewert F (2015) Intensity of heat stress in winter wheat—phenology compensates for the adverse effect of global warming. Environ Res Lett 10(2):024012

    Article  Google Scholar 

  41. Rötter R, Appiah M, Fichtler E, Kersebaum K, Trnka M, Hoffmann M (2018) Linking modelling and experimentation to better capture crop impacts of agroclimatic extremes—a review. Field Crop Res 221:142–156

    Article  Google Scholar 

  42. Shahbaz M, Hye QMA, Tiwari AK, Leitão NC (2013) Economic growth, energy consumption, financial development, international trade and CO2 emissions in Indonesia. Renew Sustain Energy Rev 25:109–121

    Article  Google Scholar 

  43. Shahzad SJH, Nor SM, Ferrer R, Hammoudeh S (2017) Asymmetric determinants of CDS spreads: US industry-level evidence through the NARDL approach. Econ Model 60:211–230

    Article  Google Scholar 

  44. Shin Y, Yu B, Greenwood-Nimmo M (2014) Modelling asymmetric cointegration and dynamic multipliers in a nonlinear ARDL framework Festschrift in honor of Peter Schmidt. Springer, pp 281–314

  45. Siddiqui R, Samad G, Nasir M, Jalil HH (2012) The impact of climate change on major agricultural crops: evidence from Punjab, Pakistan. Pak Dev Rev, pp 261–274

  46. Singh P, Singh K, Rathore L, Baxla A, Bhan S, Gupta A, Mall R (2016) Rice (Oryza sativa L) yield gap using the CERES-rice model of climate variability for different agroclimatic zones of India. Curr Sci, pp 405–413

  47. Solomon S, Qin D, Manning M, Chen Z, Marquis M, Averyt K, Miller H (2007) IPCC fourth assessment report (AR4). Climate Change 374

  48. Sridevi V, Chellamuthu V (2015) Impact of weather on rice—a review. Int J Appl Res 1(9):825–831

    Google Scholar 

  49. Ullah S (2017) Climate change impact on agriculture of Pakistan-A leading agent to food security. Int J Environ Sci Nat Resour 6(3):76–79

    Google Scholar 

  50. Vaghefi N, Shamsudin MN, Radam A, Rahim KA (2016) Impact of climate change on food security in Malaysia: economic and policy adjustments for rice industry. J Integr Environ Sci 13(1):19–35

    Article  Google Scholar 

  51. Webster PJ, Magana VO, Palmer T, Shukla J, Tomas R, Yanai M, Yasunari T (1998) Monsoons: processes, predictability, and the prospects for prediction. J Geophys Res Oceans 103(C7):14451–14510

    Article  Google Scholar 

  52. Wilder A (1999) The Pakistani voter, electoral politics and voting behaviour in the Punjab. Oxford University Press, USA

  53. Yan X, Akiyama H, Yagi K, Akimoto H (2009) Global estimations of the inventory and mitigation potential of methane emissions from rice cultivation conducted using the 2006 Intergovernmental Panel on Climate Change Guidelines. Glob Biogeochem Cycl 23(2)

  54. Yoon PR, Choi J-Y (2019) Effects of shift in growing season due to climate change on rice yield and crop water requirements. Paddy Water Environ, pp 1–17

  55. Yuliawan T, Handoko I (2016) The effect of temperature rise to rice crop yield in Indonesia uses Shierary Rice Model with Geographical Information System (GIS) Feature. Procedia Environ Sci 33:214–220

    Article  Google Scholar 

  56. Zaied YB, Cheikh NB (2015) Long-run versus short-run analysis of climate change impacts on agricultural crops. Environ Model Assess 20(3):259–271

    Article  Google Scholar 

  57. Zhu T, Ringler C, Iqbal MM, Sulser TB, Goheer MA (2013) Climate change impacts and adaptation options for water and food in Pakistan: scenario analysis using an integrated global water and food projections model. Water Int 38(5):651–669

    Article  Google Scholar 

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Acknowledgments

The data used in this study were collected from the Pakistan Meteorological Department (PMD) Lahore, Punjab Crop Reporting Service, Islamabad. We gratefully wish to thank Mahr Sahibzad khan (Chief Meteorologist) for their valuable contributions during the collection of data.

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Correspondence to Shazia Kousar.

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Abbas, S., Kousar, S., Shirazi, S.A. et al. Illuminating Empirical Evidence of Climate Change: Impacts on Rice Production in the Punjab Regions, Pakistan. Agric Res 11, 32–47 (2022). https://doi.org/10.1007/s40003-021-00548-w

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