Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa

Includes bibliographical references. Wheat producers in the South Western Cape (SWC) of South Africa need to cope with biophysical and socio-economic systems exposing farmers to a multidimensional decision- making environment. The rain fed wheat production in the Swartland region is highly susceptib...

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Bibliographic Details
Main Author: Kloppers,Pierre-Louis
Other Authors: Johnston, Peter, Tadross, Mark
Format: Master Thesis
Language:English
Published: University of Cape Town 2014
Subjects:
Online Access:http://hdl.handle.net/11427/13214
https://open.uct.ac.za/bitstream/11427/13214/1/thesis_sci_2014_kloppers_p.pdf
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spelling ftunivcapetownir:oai:localhost:11427/13214 2023-05-15T13:46:02+02:00 Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa Kloppers,Pierre-Louis Johnston, Peter Tadross, Mark 2014 application/pdf http://hdl.handle.net/11427/13214 https://open.uct.ac.za/bitstream/11427/13214/1/thesis_sci_2014_kloppers_p.pdf eng eng University of Cape Town Faculty of Science Department of Environmental and Geographical Science http://hdl.handle.net/11427/13214 https://open.uct.ac.za/bitstream/11427/13214/1/thesis_sci_2014_kloppers_p.pdf Environmental and Geographical Science Master Thesis Masters MSc 2014 ftunivcapetownir 2022-09-13T05:56:55Z Includes bibliographical references. Wheat producers in the South Western Cape (SWC) of South Africa need to cope with biophysical and socio-economic systems exposing farmers to a multidimensional decision- making environment. The rain fed wheat production in the Swartland region is highly susceptible to the interannual variability of winter rainfall. Producers, therefore, need relevant climatic information to identify ways to improve profitability and to make sound economic decisions. Seasonal forecasting has the potential to provide wheat producers with invaluable information regarding the climatic conditions. However, due to the complex nature of the atmospheric dynamics associated with winter rainfall in South Africa, seasonal forecasting models have been found to have very little skill in predicting the variability of winter rainfall. Such a shortfall has created a gap for which this study has attempted to bridge. This study aimed to investigate the relationship between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region to assess whether these relationships could provide useful climatic information to the wheat farmers. Six wheat-specific rainfall characteristics (total rainfall number of wet days number of ‘good’ rainfall events; number of heavy rainfall events; percentage ‘good’ rainfall and the number of dry dekads ) on various time scales (winter; seasonal; monthly and dekadal) were correlated against wheat yield records over a 17 year period from 1994 to 2010. From this analysis, the distribution and timing of the rainfall throughout the wheat growing season (April to September) emerged as an important determinant of wheat yield. An accurate statistical wheat prediction model was created using farmer stipulated rainfall- wheat yield thresholds. Three teleconnections (El Niño-Southern Oscillation [ENSO], Antarctic Oscillation [AAO] and South Atlantic sea surface temperatures [SSTs]) represented by eight climate indices (Nino ... Master Thesis Antarc* Antarctic University of Cape Town: OpenUCT Antarctic
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collection University of Cape Town: OpenUCT
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language English
topic Environmental and Geographical Science
spellingShingle Environmental and Geographical Science
Kloppers,Pierre-Louis
Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa
topic_facet Environmental and Geographical Science
description Includes bibliographical references. Wheat producers in the South Western Cape (SWC) of South Africa need to cope with biophysical and socio-economic systems exposing farmers to a multidimensional decision- making environment. The rain fed wheat production in the Swartland region is highly susceptible to the interannual variability of winter rainfall. Producers, therefore, need relevant climatic information to identify ways to improve profitability and to make sound economic decisions. Seasonal forecasting has the potential to provide wheat producers with invaluable information regarding the climatic conditions. However, due to the complex nature of the atmospheric dynamics associated with winter rainfall in South Africa, seasonal forecasting models have been found to have very little skill in predicting the variability of winter rainfall. Such a shortfall has created a gap for which this study has attempted to bridge. This study aimed to investigate the relationship between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region to assess whether these relationships could provide useful climatic information to the wheat farmers. Six wheat-specific rainfall characteristics (total rainfall number of wet days number of ‘good’ rainfall events; number of heavy rainfall events; percentage ‘good’ rainfall and the number of dry dekads ) on various time scales (winter; seasonal; monthly and dekadal) were correlated against wheat yield records over a 17 year period from 1994 to 2010. From this analysis, the distribution and timing of the rainfall throughout the wheat growing season (April to September) emerged as an important determinant of wheat yield. An accurate statistical wheat prediction model was created using farmer stipulated rainfall- wheat yield thresholds. Three teleconnections (El Niño-Southern Oscillation [ENSO], Antarctic Oscillation [AAO] and South Atlantic sea surface temperatures [SSTs]) represented by eight climate indices (Nino ...
author2 Johnston, Peter
Tadross, Mark
format Master Thesis
author Kloppers,Pierre-Louis
author_facet Kloppers,Pierre-Louis
author_sort Kloppers,Pierre-Louis
title Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa
title_short Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa
title_full Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa
title_fullStr Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa
title_full_unstemmed Investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the Swartland region, South Africa
title_sort investigating the relationships between wheat-specific rainfall characteristics, large-scale modes of climate variability and wheat yields in the swartland region, south africa
publisher University of Cape Town
publishDate 2014
url http://hdl.handle.net/11427/13214
https://open.uct.ac.za/bitstream/11427/13214/1/thesis_sci_2014_kloppers_p.pdf
geographic Antarctic
geographic_facet Antarctic
genre Antarc*
Antarctic
genre_facet Antarc*
Antarctic
op_relation http://hdl.handle.net/11427/13214
https://open.uct.ac.za/bitstream/11427/13214/1/thesis_sci_2014_kloppers_p.pdf
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