Climate change impacts on sugarcane attainable yield in southern Brazil
This study evaluated the effects of climate change on sugarcane yield, water use efficiency, and irrigation needs in southern Brazil, based on downscaled outputs of two general circulation models (PRECIS and CSIRO) and a sugarcane growth model. For three harvest cycles every year, the DSSAT/CANEGRO...
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Published in | Climatic change Vol. 117; no. 1-2; pp. 227 - 239 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Dordrecht
Springer Netherlands
01.03.2013
Springer Springer Nature B.V |
Subjects | |
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Abstract | This study evaluated the effects of climate change on sugarcane yield, water use efficiency, and irrigation needs in southern Brazil, based on downscaled outputs of two general circulation models (PRECIS and CSIRO) and a sugarcane growth model. For three harvest cycles every year, the DSSAT/CANEGRO model was used to simulate the baseline and four future climate scenarios for stalk yield for the 2050s. The model was calibrated for the main cultivar currently grown in Brazil based on five field experiments under several soil and climate conditions. The sensitivity of simulated stalk fresh mass (SFM) to air temperature, CO
2
concentration [CO
2
] and rainfall was also analyzed. Simulated SFM responses to [CO
2
], air temperature and rainfall variations were consistent with the literature. There were increases in simulated SFM and water usage efficiency (WUE) for all scenarios. On average, for the current sugarcane area in the State of São Paulo, SFM would increase 24 % and WUE 34 % for rainfed sugarcane. The WUE rise is relevant because of the current concern about water supply in southern Brazil. Considering the current technological improvement rate, projected yields for 2050 ranged from 96 to 129 t ha
−1
, which are respectively 15 and 59 % higher than the current state average yield. |
---|---|
AbstractList | This study evaluated the effects of climate change on sugarcane yield, water use efficiency, and irrigation needs in southern Brazil, based on downscaled outputs of two general circulation models (PRECIS and CSIRO) and a sugarcane growth model. For three harvest cycles every year, the DSSAT/CANEGRO model was used to simulate the baseline and four future climate scenarios for stalk yield for the 2050s. The model was calibrated for the main cultivar currently grown in Brazil based on five field experiments under several soil and climate conditions. The sensitivity of simulated stalk fresh mass (SFM) to air temperature, CO₂ concentration [CO₂] and rainfall was also analyzed. Simulated SFM responses to [CO₂], air temperature and rainfall variations were consistent with the literature. There were increases in simulated SFM and water usage efficiency (WUE) for all scenarios. On average, for the current sugarcane area in the State of São Paulo, SFM would increase 24 % and WUE 34 % for rainfed sugarcane. The WUE rise is relevant because of the current concern about water supply in southern Brazil. Considering the current technological improvement rate, projected yields for 2050 ranged from 96 to 129 t ha⁻¹, which are respectively 15 and 59 % higher than the current state average yield. This study evaluated the effects of climate change on sugarcane yield, water use efficiency, and irrigation needs in southern Brazil, based on downscaled outputs of two general circulation models (PRECIS and CSIRO) and a sugarcane growth model. For three harvest cycles every year, the DSSAT/CANEGRO model was used to simulate the baseline and four future climate scenarios for stalk yield for the 2050s. The model was calibrated for the main cultivar currently grown in Brazil based on five field experiments under several soil and climate conditions. The sensitivity of simulated stalk fresh mass (SFM) to air temperature, CO 2 concentration [CO 2 ] and rainfall was also analyzed. Simulated SFM responses to [CO 2 ], air temperature and rainfall variations were consistent with the literature. There were increases in simulated SFM and water usage efficiency (WUE) for all scenarios. On average, for the current sugarcane area in the State of São Paulo, SFM would increase 24 % and WUE 34 % for rainfed sugarcane. The WUE rise is relevant because of the current concern about water supply in southern Brazil. Considering the current technological improvement rate, projected yields for 2050 ranged from 96 to 129 t ha −1 , which are respectively 15 and 59 % higher than the current state average yield. This study evaluated the effects of climate change on sugarcane yield, water use efficiency, and irrigation needs in southern Brazil, based on downscaled outputs of two general circulation models (PRECIS and CSIRO) and a sugarcane growth model. For three harvest cycles every year, the DSSAT/CANEGRO model was used to simulate the baseline and four future climate scenarios for stalk yield for the 2050s. The model was calibrated for the main cultivar currently grown in Brazil based on five field experiments under several soil and climate conditions. The sensitivity of simulated stalk fresh mass (SFM) to air temperature, CO sub(2) concentration [CO sub(2)] and rainfall was also analyzed. Simulated SFM responses to [CO sub(2)], air temperature and rainfall variations were consistent with the literature. There were increases in simulated SFM and water usage efficiency (WUE) for all scenarios. On average, for the current sugarcane area in the State of Sao Paulo, SFM would increase 24 % and WUE 34 % for rainfed sugarcane. The WUE rise is relevant because of the current concern about water supply in southern Brazil. Considering the current technological improvement rate, projected yields for 2050 ranged from 96 to 129 tha super(-1), which are respectively 15 and 59 % higher than the current state average yield. This study evaluated the effects of climate change on sugarcane yield, water use efficiency, and irrigation needs in southern Brazil, based on downscaled outputs of two general circulation models (PRECIS and CSIRO) and a sugarcane growth model. For three harvest cycles every year, the DSSAT/CANEGRO model was used to simulate the baseline and four future climate scenarios for stalk yield for the 2050s. The model was calibrated for the main cultivar currently grown in Brazil based on five field experiments under several soil and climate conditions. The sensitivity of simulated stalk fresh mass (SFM) to air temperature, CO2 concentration [CO2] and rainfall was also analyzed. Simulated SFM responses to [CO2], air temperature and rainfall variations were consistent with the literature. There were increases in simulated SFM and water usage efficiency (WUE) for all scenarios. On average, for the current sugarcane area in the State of São Paulo, SFM would increase 24 % and WUE 34 % for rainfed sugarcane. The WUE rise is relevant because of the current concern about water supply in southern Brazil. Considering the current technological improvement rate, projected yields for 2050 ranged from 96 to 129 tha^sup -1^, which are respectively 15 and 59 % higher than the current state average yield.[PUBLICATION ABSTRACT] |
Author | Marin, Fabio R. Jones, James W. Justino, Flávio Assad, Eduardo D. Singels, Abraham Royce, Frederick Pellegrino, Giampaolo Q. |
Author_xml | – sequence: 1 givenname: Fabio R. surname: Marin fullname: Marin, Fabio R. email: marin@cnptia.embrapa.br organization: Embrapa Agricultural Informatics – sequence: 2 givenname: James W. surname: Jones fullname: Jones, James W. organization: Department of Agricultural and Biological Engineering, University of Florida – sequence: 3 givenname: Abraham surname: Singels fullname: Singels, Abraham organization: South African Sugarcane Research Institute – sequence: 4 givenname: Frederick surname: Royce fullname: Royce, Frederick organization: Department of Agricultural and Biological Engineering, University of Florida – sequence: 5 givenname: Eduardo D. surname: Assad fullname: Assad, Eduardo D. organization: Embrapa Agricultural Informatics – sequence: 6 givenname: Giampaolo Q. surname: Pellegrino fullname: Pellegrino, Giampaolo Q. organization: Embrapa Agricultural Informatics – sequence: 7 givenname: Flávio surname: Justino fullname: Justino, Flávio organization: Departamento de Engenharia Agricola, Universidade Federal de Viçosa |
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Keywords | Stomatal Conductance Climate Projection Sugarcane Climate Change Impact Future Climate Scenario Dynamical climatology Climate change Saccharum Monocotyledones Gramineae Angiospermae South Spermatophyta Yield Sugar plant |
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SubjectTerms | Agricultural and forest climatology and meteorology. Irrigation. Drainage Agricultural production Agronomy. Soil science and plant productions Air temperature Atmospheric Sciences Biological and medical sciences Brazil Calibration Carbon dioxide Climate Climate change Climate Change/Climate Change Impacts Climate effects Climatic conditions Computer simulation crop yield Cultivars Earth and Environmental Science Earth Sciences Efficiency Environmental impact field experimentation Field tests Fundamental and applied biological sciences. Psychology General agronomy. Plant production General Circulation Models GNP Gross National Product Growth models Harvest Irrigation Irrigation water Photosynthesis Radiation Rain Rainfall Seasons simulation models soil quality Sugarcane Temperature Water supply Water use Water use efficiency |
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Title | Climate change impacts on sugarcane attainable yield in southern Brazil |
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