Utilization of Global Circulation Models for Climate Change Impacts Assessments on Agricultural Water and Crop Production: A Review

Authors

  • Abdikani Abdullahi Mo'allim UNIVERSITI PUTRA MALAYSIA
  • Md. Rowshon Kamal
  • Aimrun Wayakok
  • Amimul Ahsan
  • Abdirasak Ali Mohamed
  • Abdiaziz Abdullahi Moallim

Keywords:

Climate change, GCMs, water demand, climate scenario, water productivity

Abstract

Agricultural sectors are among the vulnerable areas which could be affected by the projected climatic change and associated global warming. Without adaption, climate change is commonly precarious for agriculture production, economies and communities dependent on agriculture. However, with appropriate adaption, vulnerabilities can be reduced and there are numerous opportunities to be realized. Therefore, it is critical to early find and prepare for adaptation strategies for various agro-systems in order to prevent adverse effects on water, crop production and economic conditions. In this review paper, we have summarized and compiled the effect of climatic change on irrigation water demands (IWR), crop evapotranspiration (ET) and crop yield production. The role of utilizing various Global Circulation Models for climate change impact studies was also included and tabulated. Climate changes may cause crop damages, low yield, and increased production cost resulting to income losses for farmers, grow their lower income level, and enhance their annual unemployment. Currently, the techniques to evaluate climate change consist of the statistical method computed from the historical data as well as the GCM simulation model. Nevertheless, various GCMs result in completely different results. Undoubtedly, there is uncertainty in any climate change analysis, thus, it's commended that several models need to be used where possible to prevent improper planning or adaptation responses especially in the near future.

 

Author Biography

Abdikani Abdullahi Mo'allim, UNIVERSITI PUTRA MALAYSIA

BIOLOGICAL AND AGRICULTURAL ENGINEERING

References

Wang, W., Yu, Z., Zhang, W., Shao, Q., Zhang, Y., Luo, Y., ... & Xu, J. “Responses of rice yield, irrigation water requirement and water use efficiency to climate change in China’’: Historical simulation and future projections. Agricultural Water Management, 146, 249-261, 2014.

IPCC, 2007. Climate change. the physical science basis. IPCC Working Group I Fourth Assessment Report: Summary for Policymakers. IPCC, Geneva. http://ipcc-wg1.ucar.edu/ (accessed 16/2/07).

Helfer, F., Lemckert, C., & Zhang, H. “Impacts of climate change on temperature and evaporation from a large reservoir in Australiaâ€. Journal of hydrology, 475, 365-378, 2012.

Vörösmarty, C. J., Green, P., Salisbury, J., & Lammers, R. B. “Global water resources: vulnerability from climate change and population growth†.science, 289(5477), 284-288, 2000.

Vörösmarty, C. J., Douglas, E. M., Green, P. A., & Revenga, C. “Geospatial indicators of emerging water stress: an application to Africa.AMBIOâ€: A journal of the Human Environment, 34(3), 230-236, 2005.

Döll, P. “Impact of climate change and variability on irrigation requirements: a global perspective. Climatic changeâ€, 54(3), 269-293, 2002.

Liu, Y., & Tao, F. “Probabilistic change of wheat productivity and water use in China for global mean temperature changes of 1, 2, and 3 Câ€.Journal of Applied Meteorology and Climatology, 52(1), 114-129, 2013.

Kundzewicz, Z. W., & Robson, A. J. Change detection in hydrological records—a review of the methodology/revue méthodologique de la détection de changements dans les chroniques hydrologiques.Hydrological Sciences Journal, 49(1), 7-19, 2004.

Ashofteh, P. S., Haddad, O. B., & Mariño, M. A. Risk Analysis of Water Demand for Agricultural Crops under Climate Change. Journal of Hydrologic Engineering, 20(4), 04014060, 214.

Rosenzweig, C., & Parry, M. L. Potential impact of climate change on world food supply. Nature, 367(6459), 133-138, 1994.

Shi, Y., Gao, X., Zhang, D., & Giorgi, F. Climate change over the Yarlung Zangbo–Brahmaputra River Basin in the 21st century as simulated by a high resolution regional climate model. Quaternary international, 244(2), 159-168, 2011.

Chung, S. O., & Nkomozepi, T. Uncertainty of paddy irrigation requirement estimated from climate change projections in the Geumho river basin, Korea. Paddy and Water Environment, 10(3), 175-185, 2012.

McKenney, M. S., & Rosenberg, N. J. Sensitivity of some potential evapotranspiration estimation methods to climate change. Agricultural and Forest Meteorology, 64(1), 81-110, 1993.

Tan, G., & Shibasaki, R. Global estimation of crop productivity and the impacts of global warming by GIS and EPIC integration. Ecological Modelling, 168(3), 357-370, 2003.

Liu, T. M., Tung, C. P., Ke, K. Y., Chuang, L. H., & Lin, C. Y. Application and development of a decision-support system for assessing water shortage and allocation with climate change. Paddy and Water Environment, 7(4), 301-311, 2009.

Shrestha, S. Adaptation strategies for rice cultivation under climate change in Central Vietnam. In Climate Change Impacts and Adaptation in Water Resources and Water Use Sectors pp. 93-119, 2014.

Islam, Z., & Gan, T. Y. Future Irrigation Demand of South Saskatchewan River Basin under the Combined Impacts of Climate Change and El Niño Southern Oscillation. Water Resources Management, 29(6), 2091-2105, 2015.

Shahid, S. Impact of climate change on irrigation water demand of dry season Boro rice in northwest Bangladesh. Climatic change, 105(3-4), 433-453, 2011.

Brouwer, C., & Heibloem, M. (1986). Irrigation water management: irrigation water needs. Training manual, 3.

De Silva, C. S., Weatherhead, E. K., Knox, J. W., & Rodriguez-Diaz, J. A. Predicting the impacts of climate change—A case study of paddy irrigation water requirements in Sri Lanka. Agricultural water management,93(1), 19-29, 2007.

Xiong, W., Holman, I., Lin, E., Conway, D., Jiang, J., Xu, Y., & Li, Y. Climate change, water availability and future cereal production in China.Agriculture, Ecosystems & Environment, 135(1), 58-69, 2010.

Chiotti, Q. P., & Johnston, T. Extending the boundaries of climate change research: a discussion on agriculture. Journal of Rural Studies,11(3), 335-350, 1995.

Smit, B., & Skinner, M. W. Adaptation options in agriculture to climate change: a typology. Mitigation and adaptation strategies for global change, 7(1), 85-114, 2002.

Easterling, W. E., Hurd, B., & Smith, J. Coping with global climate change: the role of adaptation in the United States, 2004.

Li, D. H., Yang, L., & Lam, J. C. Impact of climate change on energy use in the built environment in different climate zones–a review. Energy,42(1), 103-112, 2012.

Sharma, D., & Babel, M. S. Application of downscaled precipitation for hydrological climate-change impact assessment in the upper Ping River Basin of Thailand. Climate dynamics, 41(9-10), 2589-2602, 2013.

Chattopadhyay, N., & Hulme, M. Evaporation and potential evapotranspiration in India under conditions of recent and future climate change. Agricultural and Forest Meteorology, 87(1), 55-73, 1997.

Harmsen, E. W., Miller, N. L., Schlegel, N. J., & Gonzalez, J. E. Seasonal climate change impacts on evapotranspiration, precipitation deficit and crop yield in Puerto Rico. Agricultural water management, 96(7), 1085-1095, 2009.

Mo, X., Guo, R., Liu, S., Lin, Z., & Hu, S. Impacts of climate change on crop evapotranspiration with ensemble GCM projections in the North China Plain. Climatic change, 120(1-2), 299-312, 2013.

Rosenberg, N. J., Brown, R. A., Izaurralde, R. C., & Thomson, A. M. Integrated assessment of Hadley Centre (HadCM2) climate change projections on agricultural productivity and irrigation water supply in the conterminous United States: I. Climate change scenarios and impacts on irrigation water supply simulated with the HUMUS model. Agricultural and Forest Meteorology, 117(1), 73-96, 2003.

Nicholls, N., G. V. Gruza, J. Jouzel, T. R. Karl, L. A. Ogallo, and D. E. Parker. Observed climate variability and change. Cambridge University Press, 1996.

Yu, P. S., Yang, T. C., & Wu, C. K. Impact of climate change on water resources in southern Taiwan. Journal of Hydrology, 260(1), 161-175, 2002.

Helfer, F., Lemckert, C., & Zhang, H. Impacts of climate change on temperature and evaporation from a large reservoir in Australia. Journal of hydrology, 475, 365-378, 2012.

Frederick, K. D., & Major, D. C. Climate change and water resources.Climatic Change, 37(1), 7-23, 1997.

Tan, G., & Shibasaki, R. Global estimation of crop productivity and the impacts of global warming by GIS and EPIC integration. Ecological Modelling, 168(3), 357-370, 203.

Babel, M. S., Agarwal, A., Swain, D. K., & Herath, S. Evaluation of climate change impacts and adaptation measures for rice cultivation in Northeast Thailand. Climate Research, 46(2), 137, 2011.

Alam, M. M., Siwar, C., bin Toriman, M. E., Molla, R. I., & Talib, B. Climate change induced adaptation by paddy farmers in Malaysia. Mitigation and Adaptation Strategies for Global Change, 17(2), 173-186, 2012.

Krishnan, P., Ramakrishnan, B., Rao, K. S., & Dash, R. N. Simulation studies to characterize the impact of climate change on crop production and to identify strategies for adaptation and mitigation. In Climate Change and Crops (pp. 39-61). Springer Berlin Heidelberg, 2009.

Lal, M., Singh, K. K., Rathore, L. S., Srinivasan, G., & Saseendran, S. A. Vulnerability of rice and wheat yields in NW India to future changes in climate. Agricultural and forest meteorology, 89(2), 101-114, 1998.

Tuong, T. P., Bouman, B. A. M., & Mortimer, M. More rice, less water-integrated approaches for increasing water productivity in irrigated rice-based systems in Asia. Plant Production Science, 8(3), 231-241, 2005.

Wang, H. Q., Zhang, M. S., Dang, X. Y., & Zhu, H. The Response of Agricultural Water Demand to Climate Change in Shiyang River Basin, in Northwest China. In Advanced Materials Research Vol. 347, pp. 1964-1972, 2012.

Meza, F. J., Silva, D., & Vigil, H. Climate change impacts on irrigated maize in Mediterranean climates: evaluation of double cropping as an emerging adaptation alternative. Agricultural systems, 98(1), 21-30, 2008.

Naik, P. K., Awasthi, A. K., Anand, A. V. S. S., & Behera, P. N. Hydrogeochemistry of the Koyna River basin, India. Environmental Earth Sciences, 59(3), 613-629, 2009.

Falkenmark, M. The greatest water problem: the inability to link environmental security, water security and food security. International Journal of Water Resources Development, 17(4), 539-554, 2001.

Toriman, M. E., Er, A. C., Lee, Q. Y., SA, S. M., Jali, F. M., Mokhtar, M., ... & Ahmah, H. Paddy Production and Climate Change Variation in Selangor, Malaysia. Asian Social Science, 9(14), p55, 213.

Lobell, D. B., Burke, M. B., Tebaldi, C., Mastrandrea, M. D., Falcon, W. P., & Naylor, R. L. Prioritizing climate change adaptation needs for food security in 2030. Science, 319(5863), 607-610, 2008.

Parry, M. L., Rosenzweig, C., Iglesias, A., Livermore, M., & Fischer, G. Effects of climate change on global food production under SRES emissions and socio-economic scenarios. Global Environmental Change,14(1), 53-67, 2004.

Baker, G. H. Recognising and responding to the influences of agriculture and other land-use practices on soil fauna in Australia. Applied Soil Ecology, 9(1), 303-310, 1998.

Knox, J. W., Díaz, J. R., Nixon, D. J., & Mkhwanazi, M. A preliminary assessment of climate change impacts on sugarcane in Swaziland. Agricultural systems, 103(2), 63-72, 2010.

Ko, J., Kim, H. Y., Jeong, S., An, J. B., Choi, G., Kang, S., & Tenhunen, J. Potential impacts on climate change on paddy rice yield in mountainous highland terrains. Journal of Crop Science and Biotechnology,17(3), 117-126, 2014.

Cruz, R. V., Harasawa, H., Lal, M., Wu, S., Anokhin, Y., Punsalmaa, B., ... & Ninh, N. H. Asia. Climate change, 469-506, 2007.

Loeve, R., Hong, L., Dong, B., Mao, G., Chen, C. D., Dawe, D., & Barker, R. Long-term trends in intersectoral water allocation and crop water productivity in Zhanghe and Kaifeng, China. Paddy and Water Environment,2(4), 237-245, 2004.

Wokker, C., Santos, P., & Bansok, R. Irrigation water productivity in Cambodian rice systems. Agricultural Economics, 45(4), 421-430, 2014.

Cai, X., McKinney, D. C., & Rosegrant, M. W. Sustainability analysis for irrigation water management in the Aral Sea region. Agricultural Systems,76(3), 1043-1066, 2003.

Oweis, T. Y., & Hachum, A. Y. Improving Water Productivity in the Dry Areas of West Asia and North Africa. Water productivity in agriculture: Limits and opportunities for improvement, 1, 179, 2003.

Phengphaengsy, F., & Okudaira, H. Assessment of irrigation efficiencies and water productivity in paddy fields in the lower Mekong River Basin. Paddy and Water Environment, 6(1), 105-114, 2008.

Kijne, J., Barron, J., Hoff, H., Rockström, J., Karlberg, L., Gowing, J., ... & Wichelns, D. Opportunities to increase water productivity in agriculture with special reference to Africa and South Asia. Stockholm Environment Institute, Project Report, 2009.

Cai, X., & Rosegrant, M. W. 10 World Water Productivity: Current Situation and Future Options. Water productivity in agriculture: limits and opportunities for improvement, 1, 163, 2003.

Nunez, M., & McGregor, J. L. Modelling future water environments of Tasmania, Australia. Climate Research: Interactions of Climate with Organisms, Ecosystems, and Human Societies, 34(1), 25-37, 2007.

Kim, D., Sperber, K., Stern, W., Waliser, D., Kang, I. S., Maloney, E., ... & Lee, M. I. Application of MJO simulation diagnostics to climate models. Journal of Climate, 22(23), 6413-6436, 2009.

Yano, T., Aydin, M., & Haraguchi, T. Impact of climate change on irrigation demand and crop growth in a Mediterranean environment of Turkey.Sensors, 7(10), 2297-2315, 2007.

Wang, S., Zhou, T., Cai, J., Zhu, J., Xie, Z., & Gong, D. Abrupt climate change around 4 ka BP: Role of the thermohaline circulation as indicated by a GCM experiment. Advances in Atmospheric Sciences, 21(2), 291-295, 2004.

Kusunoki, S., & Mizuta, R. Future changes in the Baiu rain band projected by a 20-km mesh global atmospheric model: Sea surface temperature dependence. Sola, 4, 85-88, 2008.

Nakicenovic, N., & Swart, R. Special report on emissions scenarios.Special Report on Emissions Scenarios, Edited by Nebojsa Nakicenovic and Robert Swart, pp. 612. ISBN 0521804930. Cambridge, UK: Cambridge University Press, July 2000.

Hong, S. Y., & Kanamitsu, M. Dynamical downscaling: fundamental issues from an NWP point of view and recommendations. Asia-Pacific Journal of Atmospheric Sciences, 50(1), 83-104, 2014.

Gummadi, S., & Rao, K. P. C. Addressing the Potential Impacts of Climate Change and Variability on Agricultural Crops and Water Resources in Pennar River Basin of Andhra Pradesh. In Adapting African Agriculture to Climate Change (pp. 73-84). Springer International Publishing, 2015.

Laurent, R., & Cai, X. Assessment of Agricultural Production Vulnerability Under Global Climate Change—An Overview of the Methodology. In Impacts of Global Climate Change pp. 1-8, 2005.

Thomas, A. Agricultural irrigation demand under present and future climate scenarios in China. Global and Planetary Change, 60(3), 306-326, 2008.

Cuculeanu, V., Tuinea, P., & Bălteanu, D. Climate change impacts in Romania: Vulnerability and adaptation options. GeoJournal, 57(3), 203-209, 2002.

Chu, J. T., Xia, J., Xu, C. Y., & Singh, V. P. “Statistical downscaling of daily mean temperature, pan evaporation and precipitation for climate change scenarios in Haihe River, Chinaâ€. Theoretical and Applied Climatology, 99(1-2), 149-161, 2010.

Kang, B., & Ramírez, J. A. Response of streamflow to weather variability under climate change in the Colorado Rockies. Journal of hydrologic engineering, 12(1), 63-72, 2007.

Easterling, W., & Apps, M. “Assessing the consequences of climate change for food and forest resources: a view from the IPCCâ€. In Increasing Climate Variability and Change (pp. 165-189). Springer Netherlands, 2005.

Moriondo, M., C. Giannakopoulos, and M. Bindi. "Climate change impact assessment: the role of climate extremes in crop yield simulation." Climatic Change 104.3-4 679-701, 2011.

Kamal, M., Soom, M., Amin, M., Shariff, M., & Rashid, A. “Geospatial Water Productivity Index (WPI) for Riceâ€. Pertanika Journal of Science & Technology, 20(2), 381-399, 2012.

Downloads

Published

2016-04-15

How to Cite

Mo’allim, A. A., Kamal, M. R., Wayakok, A., Ahsan, A., Mohamed, A. A., & Moallim, A. A. (2016). Utilization of Global Circulation Models for Climate Change Impacts Assessments on Agricultural Water and Crop Production: A Review. Asian Journal of Applied Sciences, 4(2). Retrieved from https://www.ajouronline.com/index.php/AJAS/article/view/3716

Issue

Section

Articles