A Simple Model to Predict Tea Production of Dibrugarh District Based on Major Weather Parameters (A Review)

  IJETT-book-cover  International Journal of Engineering Trends and Technology (IJETT)          
© 2017 by IJETT Journal
Volume-48 Number-1
Year of Publication : 2017
Authors : Chinmoy Boruah
DOI :  10.14445/22315381/IJETT-V48P205


Chinmoy Boruah "A Simple Model to Predict Tea Production of Dibrugarh District Based on Major Weather Parameters (A Review)", International Journal of Engineering Trends and Technology (IJETT), V48(1),24-30 June 2017. ISSN:2231-5381. www.ijettjournal.org. published by seventh sense research group

The present work is proposed to see the effect of a few major weather parameters, mainly average temperature, amount of rainfall received, number of rainy day, open pan evaporation, average sunshine hour, and average humidity on tea production and to develop a simple model for predicting production of tea based on those parameters. This software-based statistical analysis can ensure establishment of a solid model to forecast the effect of successive weather conditions in Upper Assam on the expected crop yield with higher measure of accuracy, thus aiding the tea gardens to a great extent.


[1] Adams, R., Fleming, R., Chang, C., McCarl, B., and Rosenzweig, 1993. ?A Reassessment of the Economic Effects of Global Climate Change on U.S. Agriculture?, Unpublished:September.
[2] Adams, R.,Glyer, D., and McCarl, B. 1989. "The Economic Effects of Climate Change on U.S.Agriculture: A Preliminary Assessment." In Smith, J., and Tirpak, D., eds., The Potential Effects of Global Climate Change on the United States. Washington, D.C.: USEPA.
[3] Adams, R.,Rosenzweig, C., Peart, R., Ritchie, J., McCarl, B., Glyer, D., Curry, B., Jones, J., Boote, K., and Allen, H. 1990. "Global Climate Change and U.S. Agriculture."Nature.345 (6272, May): 219-224.
[4] ?Adaptation to Climate Change Issues of Longrun Sustainability." An Economic Research
[5] Barron, E. J. 1995."Advances in Predicting Global Warming?. The Bridge (National Academy of Engineering). 25 (2, Summer): 10-15.
[6] Barua, D. N. 2008. Science and Practice in Tea Culture, second ed. Tea Research Association, Calcutta-Jorhat, India.
[7] Basu, Majumder, A., Bera, B. and Rajan, A. 2010. Tea statistics: Global scenario. Int. J. Tea Sci.8: 121-124.
[8] Bazzaz, A., and Fajer, E. D. 1992. "Plant Life in a CO2 Rich World."Scientific American. 1821.
[9] Brack, D. and M. Grubb. 1996. Climate Change, "A Summary of the Second Assessment Report of the IPCC." FEEM (Fondazione ENI Enrico Mattei, Milano Italy) newsletter, 3, 1996.
[10] Cadima, J. (2000). A scale-invariant component analysis: MCCA. Technical report 4, Departamento de Matem´atica, Instituto Superior de Agronomia, Universidade T´ecnica de Lisboa.
[11] Chatfield, C. and Collins, A.J. (1989). Introduction to Multivariate Analysis. London: Chapman and Hall.
[12] Chattopadhyay, N., Hulme, M., 1997. Evaporation and potential evapotranspiration in India under conditions of recent and future climate change. Agric. For. Meteorol. 87, 55–73.
[13] Climate Change Impacts on Egypt." Working Paper. (94-48). Laxenburg, Austria: International Institute for Applied Systems Analysis.
[14] Crosson, P. 1993. "Impacts of Climate Change on the Agriculture and Economy of the Missouri,Iowa, Nebraska and Kansas (MINK) Region." In Kaiser, H., and Drennen, T., eds., Agricultural Dimensions of Global Climate Change. Cambridge: Cambridge University Press.
[15] Darwin, R. 1994. "Shifting Uses for Natural Resources in Changing Climate." World ResourcesReview1961-1990,FAO Agrostat Rome.
[16] Downing, T. E., and Parry, M. 1993."Long-run Global Change: Implication for Agricultural Sustainability." pp. 37-162. In Agricultural Sustainability, Growth and Poverty Alleviation:Issues and Policies. Washington, D. C.: International Food Policy Research Institute, and Feldafing Germany: Food and Agriculture Development Centre.
[17] Economic Effects of Climate Change in South-East Asia." Nairobi: United Nations Environment Programme.
[18] Environmental Science & Policy, Volume 15, Issue 1, January 2012, Pages 136-144
[19] FAO (Food and Agriculture Organization of the United Nations) 1994." FAO Year Book, Production?. FAO Statistics Series. (117). Rome: FAO.
[20] FAO. 2007. FAOSTAT data, http://www.fao.org
[21] Frederiksen, H. 1992. "Water Resources Institutions." World Bank Technical Paper. (191)Washington, D.C.: The World Bank.
[22] Fuglestvedt, J., Hanisch, T., Isaksen, I., Selrod, R., Strand, J., and Torvanger, A. 1994. "A Review of Country Case Studies on Climate Change." Working Paper. (7). Washington, D.C.: Global Environment Facility, UNDP, UNEP, and The World Bank.
[23] Goyal, R.K., 2004. Sensitivity of evapotranspiration to global warming: a case study of arid zone of Rajasthan (India). Agric. Water Manag. 69, 1–11
[24] Hotelling, H. (1933). Analysis of a complex of statistical variables into principal components. J. Educ. Psychol., 24, 417–441, 498–520.
[25] Kaiser, H. M., and Crosson, P. 1995. "Implications of Climate Change for U.S. Agriculture."American Journal of Agricultural Economics. 77 (August): 734-740.
[26] Kaiser, H. M., Drennen, T., and eds. 1991. Agricultural Dimensions of GlobalClimate Change.Delray Beach, FL: St. Lucie Press.
[27] Kaiser, H. M., Riha, S. J., Wilks, D. S., and Sampath, R. 1993. "Adaptation to Global ClimateChange at the Farm Level." In Kaiser, H. M., and Drennen, T. E., eds., Agricultural Dimensions of Global Climate Change. Delray Beach, FL: St. Lucie Press.
[28] Kane, S. M., Reilly, J., and Tobey, J. 1991. "Climate Change: Economic Implications for World Agriculture." Agricultural Economic Report. (647). Washington, D.C.: United States Department of Agriculture, Economic Research Service.
[29] Karak, T., Bhagat, R.M. (2010) Trace elements in tea leaves, made tea and tea infusion: A review. Food Research International, 43, 2234-2252.
[30] Karak, T., Paul, R. K., Sonar, I., Nath, J. R. , Boruah, R. K., Dutta, A. K. (2016). Nickel dynamics influenced by municipal solid waste compost application in tea (Camellia sinensis L.): a cup that cheers? International Journal of Environmental Science and Technology ,13(2), 663-678.
[31] Kimball, B. A. 1983. "Carbon Dioxide and Agricultural Yield: An Assemblage and Analysis of430 Prior Observations." Agronomy Journal. 75: 779-788.
[32] Kimball, B. A., Mauney, J. R., Nakayama, F. S., and Idso, S. B. 1993."Effects of Elevated C02 anc. Climate Variables on Plants."Journal of Soil and Water Conservation. 48: 9-14.
[33] Legendre, L. and Legendre, P. (1983). Numerical Ecology. Amsterdam:Elsevier.
[34] Mathews, J. T. 1991. "Introduction and Overview." In Greenhouse Warming: Negotiating a Global Regime. Washington, D. C.: World Resources Institute.
Mendelsohn, R., Nordhaus, W. D., and Shaw, D. 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis." The American Economic Review. 84 (4, September): 753-771.
[35] Meredith, W. and Millsap, R.E. (1985). On component analysis. Psychometrika, 50, 495–507.
[36] Mooney, H. A., and Koch, W. 1994. "The Impact of Rising CO2 Concentrations on the Terrestrial Biosphere." Ambio. 23 (1): 74-76.
[37] Nierenberg, W. A. 1995. "Progress and Problems: A Decade of Research on Global Warming."
[38] Pandeya, B., Mulligan, M., 2013. Modelling crop evapotranspiration and potential impacts on future water availability in the Indo-Gangetic Basin. Agric. Water Manag. 129, 163–172.
[39] Paper. (205). Washington, D.C.: The World Bank.
[40] Parry and Rosenzweig, C. 1994. "Food Supply and Risk of Hunger, Health and Climate?
[41] Piao, S., Ciais, P., Huang, Y., Shen, Z., Peng, S., Li, J., Zhou, L., Liu, H., Ma, Y., Ding, Y., Friedlingstein, P., Liu, C., Tan, K., Yu, Y., Zhang, T., Fang, J., 2010. The impacts of climate change on water resources and agriculture in China. Nature 467, 43–51Press.
[42] R.Dutta , A. Stein , R. M. Bhagat, Integrating satellite images and spectroscopy to measuring green and black tea quality. Food Chemistry 127:866-874
[43] Rao, G.P., Kelly, P.M., Hulme, M., 1996. Climate change, greenhouse gas emissions, future climate and response strategies: the implications for India. Theor. Appl. Climatol. 55, 41–64.
[44] Reilly and Thomas, C. 1993. Toward Economic Evaluation of Climate Change Impacts: A Review and Evaluation of Studies of the Impact of Climate Change. Cambridge, MA:Center for Energy and Environmental Policy Research, MIT.
[45] Rosenzweig and Parry, M. L. 1993. "Potential Impacts of Climate Change on World Food Supply:A Summary of a Recent International Study." In Kaiser, H. M., and Drennen, T. E.,eds., Agricultural Dimensions of Global Climate Change. Delray Beach, Fla: St. Lucie
[46] Rupakumar, K., Krishnakumar, K., Pant, G.B., 1994. Diurnal asymmetry of surface air temperature trends over India. Geophys. Res. Lett. 15, 677–680
[47] S. Chattaraj, D. Chakraborty, V.K. Sehgal, R.K. Paul, S.D. Singh, A. Daripa, H. Pathak. 2014. Predicting the impact of climate change on water requirement of wheat in the semi-arid Indo-Gangetic Plains of India. Agriculture, Ecosystems and Environment 197, 174–183.
[48] S.J. Vermeulen, P.K. Aggarwal, A. Ainslie, C. Angelone, B.M. Campbell, A.J. Challinor, J.W. Hansen, J.S.I. Ingram, A. Jarvis, P. Kristjanson, C. Lau, G.C. Nelson, P.K. Thornton, E. Wollenberg Scales." In Solomon, A., and Shugart, H., eds., Vegetation Dynamics and Global
[49] Scimmelpfennig D., J. Lewandrowski, J. Reily, M. Tsigas, and I. Parry. 1996. "Agricultural
[50] Service Report. United States Department of Agriculture Agricultural Economic Report
[51] Strzepek, K. M., Onyeji, S. C., Saleh, M., and Yates, D. N. 1994. "An Assessment of Integrated
[52] Tea statistics of India. 2009. Tea Board of India, Ministry of Commerce and Industry, Government of India, New Delhi.
[53] Thapliyal, V., Kulshrestha, S.M., 1991. Climate change and trends over India. Mausam 42, 333–338. [54] The Bridge (National Academy of Engineering). 25 (2, Summer): 4-9.
[55] Toman, M. A., Firor, J., and Darmstadter, J. 1996. "Climate Change and Its Consequences." Resources (124, Summer): 10-13.University Press.
[56] von Storch, H. and Zweirs, F.W. (1999). Statistical Analysis in Climate Research. Cambridge: Cambridge University Press.
[57] Woodward, IF. I. 1993. "Leaf Responses to the Environment and Extrapolation to Larger
[58] WRI (Water Resources Institute) 1992. World Resources 1992-1993. Oxford, England: Oxford
[59] Xie, M., Kuffner, U., and Le Moigne, G. 1993. "Using Water Efficiently." World Bank Technical
[60] Zhang, X., Cai, X., 2013. Climate change impacts on global agricultural water deficit. Geophys. Res. Lett. 40, 1111–1117.

Tea, Weather Parameters.