Impact of regional climate model projected changes on rice yield over southern India

被引:8
作者
Samiappan, Senthilnathan [1 ,2 ]
Hariharasubramanian, Annamalai [2 ]
Venkataraman, Prasanna [3 ]
Jan, Hafner [2 ]
Narasimhan, Balaji [4 ]
机构
[1] Tamil Nadu Agr Univ, Coimbatore, Tamil Nadu, India
[2] Univ Hawaii, Int Pacific Res Ctr, Honolulu, HI 96822 USA
[3] Natl Inst Meteorol Sci, Appl Meteorol Res Div, Jeju, South Korea
[4] Indian Inst Technol Madras, Chennai, Tamil Nadu, India
关键词
climate change impact; northeast monsoon; regional climate model; rice yield projection; southern India; ASIAN SUMMER MONSOON; RAINFALL DATA; PART I; SIMULATIONS; PRECIPITATION; CONFIGURATION; AGRICULTURE; TEMPERATURE; WEATHER; CLOUDS;
D O I
10.1002/joc.5466
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
This study addresses the impact of projected changes to northeast monsoon on rice yield during rabi season (September-December) in Tamil Nadu by using a three-step approach. First, coarse-resolution global climate models that realistically capture the mean monsoon characteristics were selected. Second, lateral and boundary conditions taken from selected global models' projections are employed to run a high-resolution regional climate model. Third, climate variables from regional model being fed into panel data regression model. For different scenarios and for mid and end of century projections, in conjunction with projected rainfall, a comprehensive assessment is carried out to underscore the sensitivities of maximum and minimum temperatures under different stages of rice production, viz. vegetative, reproductive and maturity phases, and to the concept of growing degree days (GDD, cumulative heat effect). Irrespective of scenarios, in response to an increase in projected monsoon rainfall and surface temperature conditions, the regression model estimates an increase of rice yield of about 10-12% by mid-century and 5-33% by the end of the century. In the regression model, the baseline coefficients were estimated from observed rainfall and temperature available from India Meteorological Department (IMD). The projected changes in rice yield, however, remain unchanged for baseline coefficients estimated from regional climate model outputs (forced by reanalysis products) rainfall and temperature. The robust results obtained here provide confidence to the findings.
引用
收藏
页码:2838 / 2851
页数:14
相关论文
共 53 条
  • [1] Annamalai H, 2007, J CLIMATE, V20, P1071, DOI [10.1175/JCLI4035.1, 10.1175/JCL14035.1]
  • [2] Global Warming Shifts the Monsoon Circulation, Drying South Asia
    Annamalai, H.
    Hafner, Jan
    Sooraj, K. P.
    Pillai, P.
    [J]. JOURNAL OF CLIMATE, 2013, 26 (09) : 2701 - 2718
  • [3] Annamalai H., 2011, SUSTAINABLE RICE PRO, P59
  • [4] [Anonymous], 1978, IRRI RES PAPER SERIE
  • [5] Integrated model shows that atmospheric brown clouds and greenhouse gases have reduced rice harvests in India
    Auffhammer, Maximilian
    Ramanathan, V.
    Vincent, Jeffrey R.
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2006, 103 (52) : 19668 - 19672
  • [6] Berrisford P., 2009, ERA REPORT SERIES, V1, P16, DOI DOI 10.1175/2008BAMS2639.1
  • [7] South Asian Summer Monsoon and the Eastern Mediterranean Climate: The Monsoon-Desert Mechanism in CMIP5 Simulations
    Cherchi, Annalisa
    Annamalai, H.
    Masina, Simona
    Navarra, Antonio
    [J]. JOURNAL OF CLIMATE, 2014, 27 (18) : 6877 - 6903
  • [8] The ERA-Interim reanalysis: configuration and performance of the data assimilation system
    Dee, D. P.
    Uppala, S. M.
    Simmons, A. J.
    Berrisford, P.
    Poli, P.
    Kobayashi, S.
    Andrae, U.
    Balmaseda, M. A.
    Balsamo, G.
    Bauer, P.
    Bechtold, P.
    Beljaars, A. C. M.
    van de Berg, L.
    Bidlot, J.
    Bormann, N.
    Delsol, C.
    Dragani, R.
    Fuentes, M.
    Geer, A. J.
    Haimberger, L.
    Healy, S. B.
    Hersbach, H.
    Holm, E. V.
    Isaksen, L.
    Kallberg, P.
    Koehler, M.
    Matricardi, M.
    McNally, A. P.
    Monge-Sanz, B. M.
    Morcrette, J. -J.
    Park, B. -K.
    Peubey, C.
    de Rosnay, P.
    Tavolato, C.
    Thepaut, J. -N.
    Vitart, F.
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 2011, 137 (656) : 553 - 597
  • [9] The economic impacts of climate change:: Evidence from agricultural output and random fluctuations in weather
    Deschenes, Olivier
    Greenstone, Michael
    [J]. AMERICAN ECONOMIC REVIEW, 2007, 97 (01) : 354 - 385
  • [10] Dickinson R E., 1993, NCAR Technical Note