Mahjoubi, Soufiane and Mkaddem, Chamseddine (2022): Impact of climate change on yield production in Algeria: evidence from ARDL empirical approach. Published in:
Preview |
PDF
MPRA_paper_115565.pdf Download (338kB) | Preview |
Abstract
This study attempts to assess the impact of climate changes factors, such as average rainfall and average temperature on cereal production in Algeria from 1990 to 2019. We employed the autoregressive distributed lag (ARDL) simulations techniques and Granger causality test to estimate the long and short-term effects of climate change variables. The results showed that the rainfall, agricultural technology, agricultural labour, and cultivation of land enhance cereal output. The long-run ARDL model results provides that the temperature does not impact on cereal productivity. The findings provided by Granger causality tests also suggest that there is a unidirectional relationship between cereal production, climatic variables, and non-climate factors. The ARDL technique provides a better methodology to understanding of the variability of cereal production in Algeria as a result of climate factors.
Item Type: | MPRA Paper |
---|---|
Original Title: | Impact of climate change on yield production in Algeria: evidence from ARDL empirical approach |
Language: | English |
Keywords: | climate change; crop production; ARDL approach; granger causality; Algeria |
Subjects: | C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C22 - Time-Series Models ; Dynamic Quantile Regressions ; Dynamic Treatment Effect Models ; Diffusion Processes Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture > Q18 - Agricultural Policy ; Food Policy Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics > Q54 - Climate ; Natural Disasters and Their Management ; Global Warming |
Item ID: | 115565 |
Depositing User: | Dr Soufiane MAHJOUBI |
Date Deposited: | 08 Dec 2022 07:31 |
Last Modified: | 15 Dec 2022 16:42 |
References: | Ahmed, M., & Schmitz, M. (2011). Economic assessment of the impact of climate change on the agriculture of Pakistan. Business and Economic Horizons (BEH), 4(1232-2016-101145), 1-12. Aryal, J. P., Jat, M. L., Sapkota, T. B., Rai, M., Jat, H. S., Sharma, P. C., & Stirling, C. (2019). Learning adaptation to climate change from past climate extremes: Evidence from recent climate extremes in Haryana, India. International Journal of Climate Change Strategies and Management, 12(1), 128-146. Bensemane, L., Bouzerzour, H., Benmahammed, A., & Mimouni, H. (2011). Assessment of the phenotypic variation within two-and six-rowed barley (Hordeum vulgare L.) breeding lines grown under semi-arid conditions. Advances in Environmental Biology, 1454-1461. Bessaoud O, Pellissier J-P, Rolland J-P, Khechimi W (2019) Rapport de synthèse sur l’agriculture en Algérie. (“Rapport de synthèse sur l’agriculture en Algérie”) [Rapport de recherche] CIHEAM-IAMM, p 82. Ffhal-02137632f. Available at : https://hal.archives-ouvertes.fr/hal-02137632/document. Bosello, F., Campagnolo, L., Cervigni, R., & Eboli, F. (2018). Climate change and adaptation: the case of Nigerian agriculture. Environmental and Resource Economics, 69(4), 787-810. Brown, M. E., & Funk, C. C. (2008). Food security under climate change. Science, 319(5863),580581. https://doi.org/10.1126/science.1154102 C.W. Granger, Oxford Bull. Econ. Stat. (1986) Chabane, M. (2012). Comment concilier changement climatique et développement agricole en Algérie ? Territoire en mouvement Revue de géographie et aménagement. Territory in movement Journal of geography and planning, (14-15), 73-91. Chandio AA, Jiang Y, Rehman A (2019) Using the ARDL-ECM approach to investigate the nexus between support price and wheat production: Empirical evidence from Pakistan. Journal of Asian Business and Economic Studies 26(1):139–152. Dandedjrohoun L, Diagne A, Biaou G, N'Cho S, Midingoyi SK (2012) Determinants of difusion and adoption of improved technology for rice parboiling in Benin. (“Tracking the effect of climatic and non-climatic ... - SpringerLink”) Revue d'Etudes en Agriculture et Environnement-Review of agricultural and environmental studies, 93(2), 171-191. Dell, M., Jones, B. F., & Olken, B. A. (2008). Climate change and economic growth: Evidence from the last half century (No. w14132). National Bureau of Economic Research. Engle, R. F., & Granger, C. W. (1987). Co-integration and error correction: representation, estimation, and testing. Econometrica: journal of the Econometric Society, 251-276. Fankhauser, S., & Tol, R. S. (2005). On climate change and economic growth. Resource and Energy Economics, 27(1), 1-17. Fenni, M. (2013). Impacts of climate change on cereal production in the setif high plains (North-East of Algeria). In Causes, Impacts and Solutions to Global Warming (pp. 225-231). Springer, New York, NY. Gul A, Chandio AA, Siyal SA, Rehman A, Xiumin W (2021) How climate change is impacting the major yield crops of Pakistan? an exploration from long-and short-run estimation. Environ Sci Pollut Res, 1-15. Howard, G., Calow, R., Macdonald, A., & Bartram, J. (2016). Climate change, water, and sanitation: impacts and emerging trends for action. Annu. Rev. Environ. Resour, 41(1), 253-276. IPCC, 2007: Climate Change 2007: Synthesis Report. Contribution of Working Groups I, II and III to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change James T, Arndt C, Farmer W, Strzepek K (2012) Climate change, agriculture, and food security in Tanzania. Rev Dev Econ 16(3):378–393. Johansen, S., & Juselius, K. (1990). “Maximum likelihood estimation and inference on cointegration—with appucations to the demand for money.” (“Assessment of Tourism Impact on Uganda’s Economic Welfare (1995-2019)”) Oxford Bulletin of Economics and statistics, 52(2), 169-210. Keele, L., & DeBoef, S. (2008). Taking time seriously: dynamic regression. American Journal of Political Science, 52(1), 184-200. Khan AH, Levac E, Van Guelphen L, Pohle G, Chmura GL (2018) The efect of global climate change on the future distribution of economically important macroalgae (seaweeds) in the northwest Atlantic. Facets 3(1):275–286. Kumar, P., Sahu, N. C., Kumar, S., & Ansari, M. A. (2021). Impact of climate change on cereal production: evidence from lower-middle-income countries. Environmental Science and Pollution Research, 28(37), 51597-51611. Lobell, D. B., Bänziger, M., Magorokosho, C., & Vivek, B. (2011). “Nonlinear heat effects on African maize as evidenced by historical yield trials.” (“Nonlinear heat effects on African maize as evidenced by historical ...”) Nature climate change, 1(1), 42-45. Loum, A., & Fogarassy, C. (2015). The effects of climate change on cereals yield of production and food security in Gambia. Applied Studies in Agribusiness and Commerce. 9(4), 83–92. https://doi.org/10.19041/APSTRACT/2015/4/11 M.H. Pesaran, Y. Shin, R.P. Smith, J. Am. Stat. Assoc. 94 (446) (1999) 621–634. M.H. Pesaran, Y. Shin, R.P. Smith, Pooled Estimation of Long-run Relationships in Dynamic Heterogeneous Panels, 1997. (“Prof Ron Smith — Birkbeck, University of London”) Mishra, D., & Sahu, N. C. (2014). Economic impact of climate change on agriculture sector of coastal Odisha. APCBEE procedia, 10, 241-245. Niang, I., Ruppel, O. C., Abdrabo, M. A., Essel, A., Lennard, C., Padgham, J., & Urquhart, P. (2014). Africa. Climate change 2014: impacts, adaptation, and vulnerability. Part B: regional aspects. Contribution of working Group II to the fifth assessment report of the intergovernmental panel on climate change. Climate Change 2014: Impacts, Adaptation and Vulnerability: Part B: Regional Aspects: Working Group II Contribution to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change, 1199-1266. P.C. Phillips, P. Perron, Biometrika 75 (2) (1988) 335–346. Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross‐section dependence. (“A Simple Panel Unit Root Test in the Presence of Cross Section Dependence”) Journal of applied econometrics, 22(2), 265-312. Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds testing approaches to the analysis of level relationships. Journal of applied econometrics, 16(3), 289-326.7. Pickson, R. B., He, G., Ntiamoah, E. B., & Li, C. (2020). Cereal production in the presence of climate change in China. Environmental science and pollution research, 27(36), 45802-45813. Praveen, B., & Sharma, P. (2019b). “Climate variability and its impacts on agriculture production and future prediction using autoregressive integrated moving average method (ARIMA).” (“Sci-Hub | Climate variability and its impacts on agriculture production ...”) Journal of Public Affairs. https://doi.org/10.1002/pa.2016 R.F. Engle, C.W. Granger, Econometrica (1987) 251–276. Schilling, J., Freier, K. P., Hertig, E., & Scheffran, J. (2012). Climate change, vulnerability, and adaptation in North Africa with focus on Morocco. Agriculture, Ecosystems & Environment, 156, 12-26. Zargar, M., Rebouh, N., Pakina, E., Gadzhikurbanov, A., Lyashko, M., & Ortskhanov, B. (2017). (“Spatiotemporal analysis of rainfed cereal yields across ... - SpringerLink”) Impact of climate change on cereal production in the highlands of eastern Algeria. Res. Crop, 18(4). Zaveri, E., & B Lobell, D. (2019). “The role of irrigation in changing wheat yields and heat sensitivity in India.” (“The role of irrigation in changing wheat yields and heat sensitivity in ...”) Nature communications, 10(1), 1- |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/115565 |