On the use of mean and extreme climate indices to predict sugar yield in western Fiji
Sugarcane is one of Fiji's largest commercial agricultural crops and greater than 80% of the raw sugar produced is exported. Few sugar-producing countries are as dependant on the contribution of sugar to the export market as Fiji. There has been a statistically significant decline in sugar yiel...
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doaj-f338a285453e44a79776b00e4d0a1de32020-11-25T03:51:32ZengElsevierWeather and Climate Extremes2212-09472020-09-0129100271On the use of mean and extreme climate indices to predict sugar yield in western FijiSimon McGree0Sergei Schreider1Yuriy Kuleshov2Bipendra Prakash3Department of Mathematical Sciences, School of Science, RMIT University, Melbourne, Australia; Climate and Oceans Support Program in the Pacific, Climate Environmental Prediction, Environmental Prediction Services, Bureau of Meteorology, Melbourne, Victoria, Australia; Corresponding author. Department of Mathematical Sciences, School of Science, RMIT University, Melbourne, Australia.Rutgers Business School, Rutgers - the State University of New Jersey, USADepartment of Mathematical Sciences, School of Science, RMIT University, Melbourne, Australia; Climate Environmental Prediction, Environmental Prediction Services, Bureau of Meteorology, Melbourne, Victoria, Australia; School of Mathematics and Statistics, University of Melbourne, Parkville, Victoria, Australia; Faculty of Sciences, Engineering and Technology, Swinburne University of Technology, Melbourne, Victoria, AustraliaFiji Meteorological Service, Nadi Airport, FijiSugarcane is one of Fiji's largest commercial agricultural crops and greater than 80% of the raw sugar produced is exported. Few sugar-producing countries are as dependant on the contribution of sugar to the export market as Fiji. There has been a statistically significant decline in sugar yield since 1975. The proportion of sugar extracted from sugarcane has also declined as shown by the positive trend in the tonnes cane to tonnes sugar ratio (+0.07/year, p < 0.001). The role of climate in these changes was investigated by first using principal component analysis then stepwise regression to predict sugarcane and sugar yield. ‘Mild drought conditions’, an increase in the diurnal temperature range and cool conditions during the ripening and maturation period are favourable for sugar yield. The impact of future warmer, wetter and drier conditions on sugar yield was also examined, in the absence of adaptive measures. Results show declines in sugar yield with an increase in mean and extreme temperature. Results also show an increase in the number of rain days in March offsets the increase in temperature suggesting that an increase the number of rain days in the late growing season in a future climate may counter the influence of higher temperatures. As for Australia and other developed sugar producing countries, irrigation in the late growing season may be an option to increase yields and/or adapt to a warmer climate.http://www.sciencedirect.com/science/article/pii/S2212094720300426FijiSugarcaneTrendsClimate extremesStepwise regressionScenarios |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Simon McGree Sergei Schreider Yuriy Kuleshov Bipendra Prakash |
spellingShingle |
Simon McGree Sergei Schreider Yuriy Kuleshov Bipendra Prakash On the use of mean and extreme climate indices to predict sugar yield in western Fiji Weather and Climate Extremes Fiji Sugarcane Trends Climate extremes Stepwise regression Scenarios |
author_facet |
Simon McGree Sergei Schreider Yuriy Kuleshov Bipendra Prakash |
author_sort |
Simon McGree |
title |
On the use of mean and extreme climate indices to predict sugar yield in western Fiji |
title_short |
On the use of mean and extreme climate indices to predict sugar yield in western Fiji |
title_full |
On the use of mean and extreme climate indices to predict sugar yield in western Fiji |
title_fullStr |
On the use of mean and extreme climate indices to predict sugar yield in western Fiji |
title_full_unstemmed |
On the use of mean and extreme climate indices to predict sugar yield in western Fiji |
title_sort |
on the use of mean and extreme climate indices to predict sugar yield in western fiji |
publisher |
Elsevier |
series |
Weather and Climate Extremes |
issn |
2212-0947 |
publishDate |
2020-09-01 |
description |
Sugarcane is one of Fiji's largest commercial agricultural crops and greater than 80% of the raw sugar produced is exported. Few sugar-producing countries are as dependant on the contribution of sugar to the export market as Fiji. There has been a statistically significant decline in sugar yield since 1975. The proportion of sugar extracted from sugarcane has also declined as shown by the positive trend in the tonnes cane to tonnes sugar ratio (+0.07/year, p < 0.001). The role of climate in these changes was investigated by first using principal component analysis then stepwise regression to predict sugarcane and sugar yield. ‘Mild drought conditions’, an increase in the diurnal temperature range and cool conditions during the ripening and maturation period are favourable for sugar yield. The impact of future warmer, wetter and drier conditions on sugar yield was also examined, in the absence of adaptive measures. Results show declines in sugar yield with an increase in mean and extreme temperature. Results also show an increase in the number of rain days in March offsets the increase in temperature suggesting that an increase the number of rain days in the late growing season in a future climate may counter the influence of higher temperatures. As for Australia and other developed sugar producing countries, irrigation in the late growing season may be an option to increase yields and/or adapt to a warmer climate. |
topic |
Fiji Sugarcane Trends Climate extremes Stepwise regression Scenarios |
url |
http://www.sciencedirect.com/science/article/pii/S2212094720300426 |
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