Predicting Climate Change Impacts on Sugarcane Production at Sites in Australia, Brazil and South Africa Using the Canegro Model

被引:52
|
作者
Singels, Abraham [1 ]
Jones, Matthew [1 ]
Marin, Fabio [2 ]
Ruane, Alexander [3 ]
Thorburn, Peter [4 ]
机构
[1] South African Sugarcane Res Inst, Mt Edgecombe, South Africa
[2] Embrapa Agr Informat, Campinas, SP, Brazil
[3] NASA, Goddard Inst Space Studies, New York, NY 10025 USA
[4] CSIRO Ecosyst Sci, Brisbane, Qld, Australia
关键词
Climate change; Crop model; Cane yield; Canopy cover; Global climate model; BIOMASS;
D O I
10.1007/s12355-013-0274-1
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Reliable predictions of sugarcane response to climate change are necessary to plan adaptation strategies. The objective of this study was to assess the use of global climate models (GCMs) and a crop simulation model for predicting climate change impacts on sugarcane production. The Canegro model was used to simulate growth and development of sugarcane crops under typical management conditions at three sites (irrigated crops at Ayr, Australia; rainfed crops at Piracicaba, Brazil and La Mercy, South Africa) for current and three future climate scenarios. The baseline scenario consisted of a 30-year time series of historical weather records and atmospheric CO2 concentration ([CO2]) set at 360 ppm. Future climate scenarios were derived from three GCMs and [CO2] set at 734 ppm. Future cane yields are expected to increase at all three sites, ranging from +4 % for Ayr, to +9 and +20 % for Piracicaba and La Mercy. Canopy development was accelerated at all three sites by increased temperature, which led to increased interception of radiation, increased transpiration, and slight increases in drought stress at rainfed sites. For the high potential sites (Ayr and Piracicaba), yield increases were limited by large increases in maintenance respiration which consumed most of the daily assimilate when high biomass was achieved. A weakness of the climate data used was the assumption of no change in rainfall distribution, solar radiation and relative humidity. Crop model aspects that need refinement include improved simulation of (1) elevated [CO2] effects on crop photosynthesis and transpiration, and (2) high temperature effects on crop development, photosynthesis and respiration.
引用
收藏
页码:347 / 355
页数:9
相关论文
共 50 条
  • [1] Predicting climate change impacts on sugarcane production at sites in Australia, Brazil and South Africa using the Canegro model
    Singels, A.
    Jones, M.
    Marin, F.
    Ruane, A. C.
    Thorburn, P.
    [J]. INTERNATIONAL SUGAR JOURNAL, 2013, 115 (1380): : 874 - 881
  • [2] Predicting Climate Change Impacts on Sugarcane Production at Sites in Australia, Brazil and South Africa Using the Canegro Model
    Abraham Singels
    Matthew Jones
    Fabio Marin
    Alexander Ruane
    Peter Thorburn
    [J]. Sugar Tech, 2014, 16 : 347 - 355
  • [3] Refining the Canegro model for improved simulation of climate change impacts on sugarcane
    Jones, Matthew R.
    Singels, Abraham
    [J]. EUROPEAN JOURNAL OF AGRONOMY, 2018, 100 : 76 - 86
  • [4] Simulating the Impacts of Climate Change on Sugarcane in Diverse Agro-climatic Zones of Northern India Using CANEGRO-Sugarcane Model
    Sonkar, Geetika
    Singh, Nidhi
    Mall, R. K.
    Singh, K. K.
    Gupta, Akhilesh
    [J]. SUGAR TECH, 2020, 22 (03) : 460 - 472
  • [5] Variety-specific sugarcane yield simulations and climate change impacts on sugarcane yield using DSSAT-CSM-CANEGRO model
    Verma, Amit Kumar
    Garg, Pradeep Kumar
    Prasad, K. S. Hari
    Dadhwal, Vinay Kumar
    [J]. AGRICULTURAL WATER MANAGEMENT, 2023, 275
  • [6] Simulating the Impacts of Climate Change on Sugarcane in Diverse Agro-climatic Zones of Northern India Using CANEGRO-Sugarcane Model
    Geetika Sonkar
    Nidhi Singh
    R. K. Mall
    K. K. Singh
    Akhilesh Gupta
    [J]. Sugar Tech, 2020, 22 : 460 - 472
  • [7] A preliminary assessment of mid-century climate change impacts on sugarcane production in South Africa
    Jones, M. R.
    Singels, A.
    [J]. INTERNATIONAL SUGAR JOURNAL, 2015, 117 (1394): : 114 - +
  • [8] Impacts of climate change on accumulated chill units at selected fruit production sites in South Africa
    Tharaga, P. C.
    Steyn, A. S.
    Coetzer, G. M.
    [J]. XXIX INTERNATIONAL HORTICULTURAL CONGRESS ON HORTICULTURE: SUSTAINING LIVES, LIVELIHOODS AND LANDSCAPES: INTERNATIONAL SYMPOSIA ON THE PHYSIOLOGY OF PERENNIAL FRUIT CROPS AND PRODUCTION SYSTEMS AND MECHANISATION, PRECISION HORTICULTURE AND ROBOTICS, 2016, 1130 : 63 - 69
  • [9] Climate Change Impacts on Sugarcane Production in Thailand
    Pipitpukdee, Siwabhorn
    Attavanich, Witsanu
    Bejranonda, Somskaow
    [J]. ATMOSPHERE, 2020, 11 (04)
  • [10] Simulated impacts of climate change on water use and yield of irrigated sugarcane in South Africa
    Jones, M. R.
    Singels, A.
    Ruane, A. C.
    [J]. AGRICULTURAL SYSTEMS, 2015, 139 : 260 - 270