IDEAS home Printed from https://ideas.repec.org/p/gtr/gatrjs/afr238.html
   My bibliography  Save this paper

Impact of Climate Change on Paddy Productivity in Malaysia's Granary Areas: A Markov Chain Monte Carlo Analysis

Author

Listed:
  • Muhammad Zakir Abdullah

    ("School of Economics, Finance and Banking, College of Business, Universiti Utara Malaysia, 06010, Sintok, Kedah, Malaysia" Author-2-Name: Shri Dewi Applanaidu Author-2-Workplace-Name: "School of Economics, Finance and Banking, College of Business, Universiti Utara Malaysia, 06010, Sintok, Kedah, Malaysia." Author-3-Name: Kirttana Kalimuthu Author-3-Workplace-Name: "School of Economics, Finance and Banking, College of Business, Universiti Utara Malaysia, 06010, Sintok, Kedah, Malaysia." Author-4-Name: Author-4-Workplace-Name: Author-5-Name: Author-5-Workplace-Name: Author-6-Name: Author-6-Workplace-Name: Author-7-Name: Author-7-Workplace-Name: Author-8-Name: Author-8-Workplace-Name:)

Abstract

" Objective - This study simulates paddy productivity across Malaysia's granary areas over a 10-year period, with a focus on the non-linear effects of climate change, particularly rainfall and temperature variability. This study examines how each granary area evolves and reaches its optimal point as climate variability risks increase over time. Methodology/Technique - Using a Markov Chain Monte Carlo (MCMC) approach, the analysis estimates the impact of these climate factors on paddy yields. The findings reveal that rainfall has a positive effect on productivity in areas with low rainfall, such as IADA BLS, IADA PP, and MADA, while excessive rainfall has a detrimental, non-linear impact across all regions. Temperature variability has mixed effects, enhancing productivity in IADA PP and IADA KETARA but negatively affecting areas such as IADA MADA and IADA SEM. Findings - A key finding from the simulation is that each granary area reaches its optimal productivity at different times. IADA PP is projected to achieve the highest yield (6.47 tonnes/hectare) in the 10th year, whereas IADA KER is expected to reach the lowest maximum productivity (5.45 tonnes/hectare) in the 5th year. Notably, IADA BLS and IADA KER achieve peak productivity within just 5 years, faster than other regions. Novelty - IADA KEM exhibits the largest improvement, with a 58.7% increase in productivity over a 10-year period, despite its vulnerability to climate variability. These findings highlight the diverse impacts of climate change on paddy yields and the need for region-specific adaptive strategies. Type of Paper - Empirical"

Suggested Citation

  • Muhammad Zakir Abdullah, 2025. "Impact of Climate Change on Paddy Productivity in Malaysia's Granary Areas: A Markov Chain Monte Carlo Analysis ," GATR Journals afr238, Global Academy of Training and Research (GATR) Enterprise.
  • Handle: RePEc:gtr:gatrjs:afr238
    DOI: https://doi.org/10.35609/afr.2024.9.3(1)
    as

    Download full text from publisher

    File URL: http://gatrenterprise.com/GATRJournals/AFR/pdf_files/AFR-Vol-9(4)/1.Muhammad%20Zakir%20Abdullah.pdf
    Download Restriction: http://gatrenterprise.com/GATRJournals/online_submission.html

    File URL: https://libkey.io/https://doi.org/10.35609/afr.2024.9.3(1)?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Puyu Feng & Bin Wang & De Li Liu & Hongtao Xing & Fei Ji & Ian Macadam & Hongyan Ruan & Qiang Yu, 2018. "Impacts of rainfall extremes on wheat yield in semi-arid cropping systems in eastern Australia," Climatic Change, Springer, vol. 147(3), pages 555-569, April.
    2. Saeed Solaymani, 2023. "Impacts of Environmental Variables on Rice Production in Malaysia," World, MDPI, vol. 4(3), pages 1-17, July.
    3. Subrata Kumar Mitra, 2014. "Nonlinear impact of rain on foodgrain production in India," Applied Economics Letters, Taylor & Francis Journals, vol. 21(14), pages 1001-1005, September.
    4. De Silva, C.S. & Weatherhead, E.K. & Knox, J.W. & Rodriguez-Diaz, J.A., 2007. "Predicting the impacts of climate change--A case study of paddy irrigation water requirements in Sri Lanka," Agricultural Water Management, Elsevier, vol. 93(1-2), pages 19-29, October.
    5. Akram Javadi & Mohammad Ghahremanzadeh & Maria Sassi & Ozra Javanbakht & Boballah Hayati, 2024. "Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)," Computational Economics, Springer;Society for Computational Economics, vol. 63(3), pages 983-1000, March.
    6. Gupta, Rishabh & Mishra, Ashok, 2019. "Climate change induced impact and uncertainty of rice yield of agro-ecological zones of India," Agricultural Systems, Elsevier, vol. 173(C), pages 1-11.
    7. Sassi, Maria & Cardaci, Alberto, 2013. "Impact of rainfall pattern on cereal market and food security in Sudan: Stochastic approach and CGE model," Food Policy, Elsevier, vol. 43(C), pages 321-331.
    8. John Felkner & Kamilya Tazhibayeva & Robert Townsend, 2009. "Impact of Climate Change on Rice Production in Thailand," American Economic Review, American Economic Association, vol. 99(2), pages 205-210, May.
    9. Esteve, Paloma & Varela-Ortega, Consuelo & Blanco-Gutiérrez, Irene & Downing, Thomas E., 2015. "A hydro-economic model for the assessment of climate change impacts and adaptation in irrigated agriculture," Ecological Economics, Elsevier, vol. 120(C), pages 49-58.
    10. Vinushi Amaratunga & Lasini Wickramasinghe & Anushka Perera & Jeevani Jayasinghe & Upaka Rathnayake, 2020. "Artificial Neural Network to Estimate the Paddy Yield Prediction Using Climatic Data," Mathematical Problems in Engineering, Hindawi, vol. 2020, pages 1-11, July.
    11. Sujith S. Ratnayake & Michael Reid & Nicolette Larder & Harsha K. Kadupitiya & Danny Hunter & Punchi B. Dharmasena & Lalit Kumar & Benjamin Kogo & Keminda Herath & Champika S. Kariyawasam, 2023. "Impact of Climate Change on Paddy Farming in the Village Tank Cascade Systems of Sri Lanka," Sustainability, MDPI, vol. 15(12), pages 1-30, June.
    12. Gurdeep Singh Malhi & Manpreet Kaur & Prashant Kaushik, 2021. "Impact of Climate Change on Agriculture and Its Mitigation Strategies: A Review," Sustainability, MDPI, vol. 13(3), pages 1-21, January.
    13. Clemens Breisinger & Tingju Zhu & Perrihan Al Riffai & Gerald Nelson & Richard Robertson & Jose Funes & Dorte Verner, 2013. "Economic Impacts Of Climate Change In Syria," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 4(01), pages 1-30.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Akram Javadi & Mohammad Ghahremanzadeh & Maria Sassi & Ozra Javanbakht & Boballah Hayati, 2024. "Impact of Climate Variables Change on the Yield of Wheat and Rice Crops in Iran (Application of Stochastic Model Based on Monte Carlo Simulation)," Computational Economics, Springer;Society for Computational Economics, vol. 63(3), pages 983-1000, March.
    2. Mahboobe Ghobadi & Mahdi Gheysari & Mohammad Shayannejad & Hamze Dokoohaki, 2023. "Analyzing the Effects of Planting Date on the Uncertainty of CERES-Maize and Its Potential to Reduce Yield Gap in Arid and Mediterranean Climates," Agriculture, MDPI, vol. 13(8), pages 1-17, July.
    3. Tamiru Lemi & Fekadu Hailu, 2019. "Effects of Climate Change Variability on Agricultural Productivity," International Journal of Environmental Sciences & Natural Resources, Juniper Publishers Inc., vol. 17(1), pages 14-20, February.
    4. Ding, Yimin & Wang, Weiguang & Song, Ruiming & Shao, Quanxi & Jiao, Xiyun & Xing, Wanqiu, 2017. "Modeling spatial and temporal variability of the impact of climate change on rice irrigation water requirements in the middle and lower reaches of the Yangtze River, China," Agricultural Water Management, Elsevier, vol. 193(C), pages 89-101.
    5. Phogat, V. & Cox, J.W. & Šimůnek, J., 2018. "Identifying the future water and salinity risks to irrigated viticulture in the Murray-Darling Basin, South Australia," Agricultural Water Management, Elsevier, vol. 201(C), pages 107-117.
    6. Pathiraja, Erandathie & Griffith, Garry & Farquharson, Robert & Faggia, Rob, 2019. "The Cost of Climate Change to Agricultural Industries: Coconuts in Sri Lanka," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 10(05), December.
    7. Tetsuji Tanaka & Jin Guo & Naruto Hiyama & Baris Karapinar, 2022. "Optimality Between Time of Estimation and Reliability of Model Results in the Monte Carlo Method: A Case for a CGE Model," Computational Economics, Springer;Society for Computational Economics, vol. 59(1), pages 151-176, January.
    8. Ali Sardar Shahraki & Javad Shahraki & Seyed Arman Hashemi Monfared, 2021. "An integrated model for economic assessment of environmental scenarios for dust stabilization and sustainable flora–fauna ecosystem in international Hamoun wetland," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(1), pages 947-967, January.
    9. Singh, Ajay Kumar & Ashraf, Shah Nawaz & Sharma, Sandeep Kumar, 2023. "Farmer’s Perception on Climatic Factors and Social-economic Characteristics in the Agricultural Sector of Gujarat," Research on World Agricultural Economy, Nan Yang Academy of Sciences Pte Ltd (NASS), vol. 4(01), March.
    10. Jean-Marc Montaud, 2019. "Agricultural Drought Impacts on Crops Sector and Adaptation Options in Mali: a Macroeconomic Computable General Equilibrium Analysis," Working papers of CATT hal-02141050, HAL.
    11. Samira Shayanmehr & Shida Rastegari Henneberry & Mahmood Sabouhi Sabouni & Naser Shahnoushi Foroushani, 2020. "Climate Change and Sustainability of Crop Yield in Dry Regions Food Insecurity," Sustainability, MDPI, vol. 12(23), pages 1-24, November.
    12. Md. Shakhawat Hossain, 2025. "Assessing smallholder farmers’ flood risk behavior and their willingness to pay for crop insurance as a risk coping strategy in northern Bangladesh," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 121(4), pages 4191-4217, March.
    13. Md Asduzzaman Kiron & Md Elias Hossain & Md. Mehedi Hasan Chokdar, 2025. "Assessing the Economic Impact of Climate Change on Rice Production in Bangladesh: A Ricardian Approach for Sustainable Agriculture," Economics of Disasters and Climate Change, Springer, vol. 9(2), pages 359-373, July.
    14. Lea Primožič & Andreja Kutnar, 2022. "Sustainability Communication in Global Consumer Brands," Sustainability, MDPI, vol. 14(20), pages 1-16, October.
    15. Shrestha, Sujata & Shrestha, Uttam Babu & Shrestha, Bibek Raj & Maharjan, Shirish & Udas, Erica & Aryal, Kamal, 2024. "Determinants of adoption of climate resilient agricultural solutions," Agricultural Systems, Elsevier, vol. 221(C).
    16. Jean-Marc MONTAUD, 2019. "Agricultural Drought Impacts on Crops Sector and Adaptation Options in Mali: a Macroeconomic Computable General Equilibrium Analysis," Working Papers 2018-2019_5, CATT - UPPA - Université de Pau et des Pays de l'Adour, revised Feb 2019.
    17. Sanjeev Kumar & Ajay K. Singh, 2023. "Modeling the effects of climate change on agricultural productivity: evidence from Himachal Pradesh, India," Asia-Pacific Journal of Regional Science, Springer, vol. 7(2), pages 521-548, June.
    18. Ye, Qing & Yang, Xiaoguang & Dai, Shuwei & Chen, Guangsheng & Li, Yong & Zhang, Caixia, 2015. "Effects of climate change on suitable rice cropping areas, cropping systems and crop water requirements in southern China," Agricultural Water Management, Elsevier, vol. 159(C), pages 35-44.
    19. Shobande, Olatunji A. & Asongu, Simplice A., 2022. "The Critical Role of Education and ICT in Promoting Environmental Sustainability in Eastern and Southern Africa: A Panel VAR Approach," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    20. Ahmad, Munir & Nawaz, Muhammad & Iqbal, Muhammad & Javed, Sajid, 2014. "Analysing the Impact of Climate Change on Rice Productivity in Pakistan," MPRA Paper 72861, University Library of Munich, Germany.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gtr:gatrjs:afr238. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Prof. Dr. Abd Rahim Mohamad (email available below). General contact details of provider: http://gatrenterprise.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.