Skip to main content

Advertisement

Log in

An assessment of the potential impact of climate change on rice farmers and markets in Bangladesh

  • Published:
Climatic Change Aims and scope Submit manuscript

Abstract

Bangladesh, the sixth largest rice producer in the world, has been identified as high risk from the effects of climate change. Many of the adverse impacts of climate change such as land inundation and changes in weather patterns and CO2 levels will impact the agricultural sector. This study develops a partial-equilibrium multi-regional farm household model of Bangladesh rice and non-rice agricultural markets to quantify the impacts of climate change on consumption, production, prices, and farmers’ welfare. The model is calibrated to the Bangladesh rice market using Household Income and Expenditure Survey data. The model is simulated to analyze the impact of land reduction and productivity decline resulting from climate change. The results show that the decline in production in the coastal and northern regions offsets the production increase in the central and eastern regions, and the simulation predicts that total rice production for Bangladesh falls by about 2%. As total rice consumption falls and imports rise, the net effect leads to a rise in the rice price by 5.71% and a decline in farmers’ welfare. Sensitivity analysis shows that more- (less-) effective abatement technology could play a key role in mitigating (exacerbating) the price and welfare effects. The model predicts that many farmers in regions directly impacted by climate change could leave farming in search of off-farm work. Thus, the government can ease this transition by promoting urban development to provide more job options and technical training for farmers.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. Although this is a static model as variables are not time dependent, with land decisions endogenous, it does provide a long-run analysis which typically covers 15 to 30 years.

  2. The 4.50% productivity decline for non-rice agricultural production is calculated as the production-weighted average of the median yield decline for wheat (2%), maize (6%), and soybeans (13%) based on estimates from Lobell et al. (2008) and data from FAOStat (2017).

  3. An alternative interpretation could be uncertainty in the progression of climate change or adaptation strategies on agricultural production, particularly in the coastal zone where the exact effectiveness of adaptation measures is unclear and land accretion and erosion occur at different rates (Brammer 2014a). Furthermore, Brammer (2014b) finds a decline in maximum temperatures in non-coastal regions and only small increases in minimum temperatures and tenuous evidence for climate-change-driven changes in rainfall patterns.

  4. Since rice and the composite non-rice agricultural goods are modeled as annual production of kilo calories, we advise caution in interpreting the results. The results give the average impact. However, for rice, the impacts will likely be more severe for the non-irrigated aus rice variety and less pronounced for the irrigated boro rice variety.

  5. Using a logistic regression, Szabo et al. (2016) finds soil salinisation negative impacts household food security, but is insignificant when wealth in included in the regression.

References

  • Ahmed AU, Haq S, Nasreen M, Hassan AWR (2015) Climate change and disaster management. Seventh five year plan preparation background paper- ministry of planning, planning commission

  • Akune Y, Okiyama M, Tokunaga S (2015) Economic evaluation of dissemination of high temperature-tolerant rice in Japan using a dynamic computable general equilibrium model. Japan Agri Res Quart 49(2):127–133

    Article  Google Scholar 

  • Alam MJ, Buysse J, McKenzie AM, Begum IA, Wailes EJ, Van Huylenbroeck G (2012) The dynamic relationships between world and domestic prices of rice under the regime of agricultural trade liberalization in Bangladesh. J Asia Pacific Econ 17(1):113–126

    Article  Google Scholar 

  • Ali A (1999) Climate change impacts and adaptation assessment in Bangladesh. Clim Res 12(2/3):109–116

    Article  Google Scholar 

  • Ayers J, Huq S, Wright H, Faisal AM, Hussain ST (2014) Mainstreaming climate change adaptation into development in Bangladesh. Clim Develop 6(4):293–305

    Article  Google Scholar 

  • BBS (2010) Statistical yearbook of Bangladesh. Bangladesh Bureau of Statistics Statistics and Information Division, Ministry of Planning, Dhaka

  • BBS (2014) Yearbook of agricultural statistics-26thseries. Bangladesh Bureau of Statistics Statistics and Information Division, Ministry of Planning, Dhaka

  • Bishwajit G, Sarker S, Kpoghomou M-A, Gao H, Jun L, Yin D, Ghosh S (2013) Self-sufficiency in rice and food security: a south asian perspective. Agri Food Secur 2(1):10

    Article  Google Scholar 

  • Brammer H (2014a) Bangladesh’s dynamic coastal regions and sea-level rise. Clim Risk Manag 1:51–62

    Article  Google Scholar 

  • Brammer H (2014b) Climate change and sea-level rise in Bangladesh: a reality check. Agri Develop 23:29–34

  • BRRI (2016) Bangladesh rice knowledge bank. Training Division Bangladesh Rice Research Institute, BRRI, Gazipur

  • Butt TA, McCarl BA, Angerer J, Dyke PT, Stuth JW (2005) The economic and food security implications of climate change in mali. Clim Change 68 (3):355–378

    Article  Google Scholar 

  • Chen C-C, McCarl B, Chang C-C (2012) Climate change, sea level rise and rice: global market implications. Clim change 110(3-4):543–560

    Article  Google Scholar 

  • Clarke D, Williams S, Jahiruddin M, Parks K, Salehin M (2015) Projections of on-farm salinity in coastal Bangladesh. Environ Sci Processes Impacts 17(6):1127–1136

    Article  Google Scholar 

  • Dasgupta S, Laplante B, Meisner C, Wheeler D, Yan J (2009) The impact of sea level rise on developing countries: a comparative analysis. Clim Change 93(3):379–388

    Article  Google Scholar 

  • Dorosh PA (2009) Price stabilization, international trade and national cereal stocks: world price shocks and policy response in South Asia. Food Secur 1(2):137–149

    Article  Google Scholar 

  • Dorosh PA, Rashid S (2013) Trade subsidies, export bans and price stabilization: lessons of Bangladesh–india rice trade in the 2000s. Food Policy 41:103–111

    Article  Google Scholar 

  • FAOStat (2017) FAOSTAT Database. Food and Agricultural Organization. http://www.fao.org/faostat/en/ Accessed March 2016

  • Faruque G, Sarwer RH, Karim M, Phillips M, Collis WJ, Belton B, Kassam L (2017) The evolution of aquatic agricultural systems in southwest Bangladesh in response to salinity and other drivers of change. Int J Agric Sustain 15(2):185–207

    Article  Google Scholar 

  • Furuya J, Tokunaga S, Okiyama M, Akune Y, Kunimitsu Y, Aizaki H, Kobayashi S (2015) Economic evaluation of agricultural mitigation and adaptation technologies for climate change: model development for impact analysis and technological assessment. Japan Agri Res Quart JARQ 49(2):119–125

    Google Scholar 

  • GED (2015a) Mdgs to sustainable development transforming our world: Sdg agenda for global action (2015-2030). a brief for Bangladesh delegation: Unga 70th session, 2015. https://sustainabledevelopment.un.org/post2015/transformingourworld/publication. Accessed Apr 2016

  • GED (2015b) Millennium development goals: Bangladesh progress report-2015. http://www.bd.undp.org/content/Bangladesh/en/home/library/mdg/mdg-progress-report-2015.html. Accessed Apr 2016

  • HIES (2010) Household income and expenditure survey, 2010. Bangladesh Bureau of Statistics Statistics and Information Division, Ministry of Planning, Dhaka

  • IAPP (2013) The impact evaluation of the Bangladesh integrated agricultural productivity project (iapp), baseline household survey report

  • IRRI (2015) Top 10 rice consuming countries. International Rice Research Institute (IRRI), Manila, Philippines. http://www.irri.org. Accessed March 2016

  • IRRI (2017) Siil-polder project Bangladesh. International Rice Research Institute (IRRI), Manila, Philippines. http://irri.org/networks/siil-polder-project-Bangladesh. Accessed Dec 2017

  • Kobayashi S, Furuya J (2015) Development of a tool for socio-economic evaluation of agricultural technologies directed toward adaptation to climate change. Japan Agri Res Quart JARQ 49(2):135– 141

    Google Scholar 

  • Krupnik TJ, Schulthess U, Ahmed ZU, McDonald AJ (2017) Sustainable crop intensification through surface water irrigation in Bangladesh? A geospatial assessment of landscape-scale production potential. Land Use Polic 60:206–222

    Article  Google Scholar 

  • Lobell DB, Burke MB, Tebaldi C, Mastrandrea MD, Falcon WP, Naylor RL (2008) Prioritizing climate change adaptation needs for food security in 2030. Science 319(5863):607–610

    Article  Google Scholar 

  • Louhichi K, y Paloma SG (2014) A farm household model for agri-food policy analysis in developing countries: application to smallholder farmers in Sierra Leone. Food Polic 45:1–13

    Article  Google Scholar 

  • Mccarl BA, Musumba M, Smith JB, Kirshen P, Jones R, El-ganzori A, Ali MA, Kotb M, El-shinnawy I, El-agizy M, Bayoumi M, Hynninen R (2015) Climate change vulnerability and adaptation strategies in Egypt’s agricultural sector. Mitigation Adapt Strategies Global Change 20(7):1097–1109. Copyright - Springer Science+Business Media Dordrecht 2015; Document feature - ; Last updated - 2015-10-01

    Article  Google Scholar 

  • MOFDM (2006) National food policy 2006 https://extranet.who.int/nutrition/gina/sites/default/files/BGD. Accessed Apr 2016

  • MOFDM (2008) National food policy plan of action 2008-2015. https://www.gafspfund.org/sites/gafspfund.org/files/Documents/NationalFoodPolicyPlanofActionFINAL.pdf. Accessed May 2016

  • Mondal M, Humphreys E, Tuong T, Rahman M, Islam M (2015) Community water management and cropping system synchronization: the keys to unlocking the production potential of the polder ecosystems in Bangladesh. In: Humphreys E, Tuong T, Buisson M, Pukinskis I, Phillips M (eds) Revitalizing the ganges coastal zone: turning science into policy and practices. CGIAR Challenge Program on Water and Food, pp 119–130

  • Müller C (2011) Agriculture: harvesting from uncertainties. Nat Clim Change 1:253–254

    Article  Google Scholar 

  • Naz F, Buisson M-C (2015) Multiple actors, conflicting roles and perverse incentives: the case of poor operation and maintenance of coastal polders in Bangladesh. In: Humphreys E, Tuong T, Buisson M, Pukinskis I, Phillips M (eds) Revitalizing the ganges coastal zone: turning science into policy and practices. CGIAR Challenge Program on Water and Food, pp 119–130

  • Parry M, Canziani O, Palutikof J, van der Linden PJ, Hanson CE et al (2007) Climate change 2007: impacts, adaptation and vulnerability, vol 4. Cambridge University Press, Cambridge

    Google Scholar 

  • Rabbani MG, Rahman SH, Munira S (2017) Prospects of pond ecosystems as resource base towards community based adaptation (cba) to climate change in coastal region of Bangladesh. Journal of Water and Climate Change

  • Ramamasy S, Baas S (2007) Climate variability and change: adaptation to drought in Bangladesh. Technical report, Asian Disaster Preparedness Center, Food And Agriculture Organization Of The United Nations. http://www.fao.org/3/a-a1247e.pdf. Accessed 11 July 2018

  • Shaheen N, Rahim ATM, Mohiduzzaman M, Banu CP, Bari ML, Tukun AB, Mannan M, Bhattacharjee L, Stadlmayr B (2013) Food composition table for Bangladesh. Institute of Nutrition and Food Science, Centre for Advanced Research in Sciences, University of Dhaka

  • Sherman M, Berrang-Ford L, Lwasa S, Ford J, Namanya DB, Llanos-Cuentas A, Maillet M, Harper S, Team IR (2016) Drawing the line between adaptation and development: a systematic literature review of planned adaptation in developing countries. Wiley Interdiscip Rev Clim Chang 7(5):707–726

    Article  Google Scholar 

  • Singh I, Squire L, Strauss J (eds) (1986) Baltimore and. Johns Hopkins University Press, London

  • Szabo S, Hossain MS, Adger WN, Matthews Z, Ahmed S, Lázár AN, Ahmad S (2016) Soil salinity, household wealth and food insecurity in tropical deltas: evidence from south-west coast of Bangladesh. Sustain Sci 11(3):411–421

    Article  Google Scholar 

  • Takayama T, Judge GG (1971) Spatial and temporal price and allocation models. Technical report, North-Holland Amsterdam

  • Thurlow J, Dorosh P, Yu W (2012) A stochastic simulation approach to estimating the economic impacts of climate change in Bangladesh. Rev Dev Econ 16 (3):412–428

    Article  Google Scholar 

  • Tuong TP, Humphreys E, Khan ZH, Nelson A, Mondal M, Buisson M-C, George P (2014) Messages from the ganges basin development challenge: unlocking the production potential of the polders of the coastal zone of Bangladesh through water management investment and reform. Technical Report R4D Series 9, CGIAR Challenge Program on Water and Food

  • Uddin MN, Bokelmann W, Entsminger JS (2014) Factors affecting farmers’ adaptation strategies to environmental degradation and climate change effects: a farm level study in Bangladesh. Climate 2(4):223–241

    Article  Google Scholar 

  • USDA,FAS (2014) Bangladesh, grain and feed annual report https://gain.fas.usda.gov/Recent. Accessed Apr 2016

  • USDA,FAS (2016) Bangladesh: grain and feed annual report. https://www.fas.usda.gov/data/Bangladesh-grain-and-feed-annual-0. Accessed March 2016

  • van Wijk M, Rufino M, Enahoro D, Parsons D, Silvestri S, Valdivia R, Herrero M (2014) Farm household models to analyse food security in a changing climate: a review. Global Food Secur 3(2):77–84

    Article  Google Scholar 

  • World Bank (2013) Warming climate to hit Bangladesh hard with sea level rise, more floods and cyclones. http://www.worldbank.org/en/news/press-release/2013/06/19/warming-climate-to-hit-Bangladesh-hard-with-sea-level-rise-more-floods-and-cyclones-world-bank-report-says. Accessed Apr 2016

  • World Bank (2015) Salinity intrusion in a changing climate scenario will hit coastal Bangladesh hard. The World Bank Group. http://www.worldbank.org/en/news/feature/2015/02/17/salinity-intrusion-in-changing-climate-scenario-will-hit-coastal-Bangladesh-hard. Accessed July 2018

  • Yu W, Alam M, Hassan A, Khan AS, Ruane A, Rosenzweig C, Major D, Thurlow J (2010) Climate change risks and food security in Bangladesh. Routledge

  • Zezza A, Davis B, Azzarri C, Covarrubias K, Tasciotti L, Anriquez G, et al. (2008) The impact of rising food prices on the poor. Agricultural Development Economics Division. FAO-ESA Working Paper 08–07

Download references

Acknowledgments

We very much appreciate the valuable comments of the co-editors Michael Oppenheimer and Gary Yohe, deputy editor Norm J. Rosenberg, associate deputy editors Kristin Kuntz-Duriseti and Bruce McCarl, and three anonymous reviewers.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jeff Luckstead.

Electronic supplementary material

Below is the link to the electronic supplementary material.

(TEX 46.8 KB)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Nahar, A., Luckstead, J., Wailes, E.J. et al. An assessment of the potential impact of climate change on rice farmers and markets in Bangladesh. Climatic Change 150, 289–304 (2018). https://doi.org/10.1007/s10584-018-2267-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s10584-018-2267-2

Navigation