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IMPACT OF CLIMATE CHANGE ON SMALLHOLDER FARMING IN ZIMBABWE, USING A MODELLING APPROACH

Agriculture is pivotal to the development of most countries in southern Africa, including
Zimbabwe, with the sector contributing significantly to the Gross Domestic Product of these
countries. The sector also provides labour to the majority of people and most rural
populations in these countries derive their livelihoods from agriculture. The relative
contribution of agriculture to national economies and to food security is, however, being
reduced by climate variability and change. Smallholder farmers in semi-arid areas of Africa
are particularly vulnerable to climate variability and change. The overall objective of this
study was to establish the extent to which maize yield in the smallholder farming sector of
semi-arid Zimbabwe could be affected by climate change, by 2050. The study also sought to
establish trends in extreme temperature and rainfall indices, current farmer cropping practices
and their current coping/adaptation strategies to climate variability and to assess the
likelihood that farmers would adopt selected strategies of adapting to climate change. The
study areas, Lower Gweru and Lupane communal areas are located in agricultural regions
with low potential, being in Natural Regions III and IV, and lie in the central and western
parts of the Zimbabwe, respectively.
Extreme temperature and rainfall indices for Bulawayo Airport meteorological station which
is in western Zimbabwe and equidistant from the two study areas, Lower Gweru and Lupane,
were computed and their linear trends were calculated for the period 1978-2007 using the
Statistical and Regional dynamic Downscaling of Extremes for European regions
(STARDEX) software. Significance of the trends was tested using the Kendall-Tau's test. It
was found that for the period 1978 to 2007, cold extremes represented by frequency of cold
days, coldest day-time and night-time temperatures did not show evidence (p>0.05) of
warming or cooling for Bulawayo. Warm extremes, however showed significant warming
(p<0.05), particularly during winter and spring as well as for the year. The greatest signal for
warming was shown by trends in hottest day-time temperature and frequency of hot days.
Trends in mean diurnal temperature range were positive, but only significant (p=0.05) during
the winter season, while trends in extreme low (10th percentile) and extreme high (90th
percentile) diurnal temperature range were also positive but insignificant (p>0.05) across all seasons. Increasing trends in diurnal temperature are not consistent with climate change,
suggesting that warming evidenced by warm extremes are probably not due to climate change
per se. Only three indices, two of which are less commonly used indices, namely mean dry
spell length during the dry season (April, May and June), the longest dry spell during the first
half of the rainfall season and the correlation for spell lengths during the second half of the
rainfall season (January, February and March) season, show significant trends (p<0.05).
Both quantitative and qualitative methods were used to establish agronomic practices of
farmers, constraints they faced and their coping strategies to climate variability. Methods
used to collect data included structured interviews with farmers, semi-structured interviews
with key informants, focus group discussions and a desktop study. Farmers commonly have
coping strategies to address some of the general constraints they encounter in agricultural
production as well as strategies to cope and adapt to current climate variability. The study has
identified a number of research and extension interventions which may enhance crop
productivity in the smallholder farming sector in semi-arid western central Zimbabwe.
Effects of climate change on days to physiological maturity, maize yield and soil water
balance components were simulated using the Agricultural Production Systems sIMulator
(APSIM) model version 7.3, for maize grown in Lower Gweru, on a sandy soil. Simulated
yields and water balance components were compared across three climate scenarios, the
current climate (representing no change in temperature and rainfall, and a CO2 concentration
of 370 ppm); Future climate 1 (representing a temperature increase of 3oC, rainfall decrease
of 10% and CO2 concentration of 532 ppm) and Future climate 2 representing a temperature
increase of 3oC and a rainfall decrease of 15% and CO2 concentration of 532 ppm. The
reference period for future climate is the year 2050 under the A2 Intergovernmental Panel on
Climate Change (IPCC) CO2 emission scenario. The climate change scenarios were created
by perturbing the observed climate data for Gweru Thornhill meteorological station near
Lower Gweru. A sensitivity test was done using a range of temperature changes (+0.5 to
3.5oC) and rainfall changes (+5 to -20%) as well as under a range of CO2 concentration (420
to 700 ppm) and all under nitrogen non-limiting conditions. Results of this test showed that
CO2 offsets the negative effects of both high temperature increases and rainfall reductions
with temperature increases in the low range of 0.5 to 1.5 oC, increasing maize grain yield at
higher CO2 concentrations of 580 and 700 ppm. Thus the greatest yield reductions due to
either increased temperature or reduced rainfall amounts occurs at lower rather than higher atmospheric CO2 concentrations. The results of this test also show that maize grain yield
increased with increased CO2 concentration and suggest that temperature and rainfall changes
contribute relatively equally to the overall effect of climate change on maize yield in central
Zimbabwe.
Significant differences among treatment (different climate scenarios) means were tested using
non-parametric tests, namely the Kruskal-Wallis and Mann-Whitney tests for independent
samples, for simulated data that were not normally distributed, while for normally distributed
data, t-test for independent samples was used. Climate change significantly (p<0.05) reduced
the number of days taken by both early and late maturing maize varieties to reach
physiological maturity, with the late and early maturing varieties taking 29 and 23 days less,
respectively, to mature under climate change compared to under the current climate. Under
climate change days to maturity of the SC709 late maturing maize variety are reduced to a
duration similar to that of the current early maturing variety SC403, grown under current
climate. Therefore maize yields could be maintained by shifting from early maturing to late
maturing varieties, in the face of climate change. Climate change reduced maize yield, with
slightly greater reductions obtained under the drier climate change scenario of 15% reduction
in rainfall. Grain, biomass and stover yields were reduced by 13% for the early maturing
variety SC403 while for the late maturing variety SC709, these yields were reduced by 16, 18
and 20% respectively. However, the only significant (p<0.05) yield reduction was that for
stover of the late maturing variety. Climate change reduced the amount of water available at
sowing by 8-10%, seasonal soil evaporation by about 10% and transpiration by 5-8%. It also
reduced the amount of runoff and drainage by about 26-38%, with greater reductions
occurring under the drier future climate. However, the reductions were not significant
(p>0.05) for any of the components except for runoff. Significant reductions in seasonal
runoff due to climate change results in reduced water availability from surface water
resources and this calls for efficient use of water.
Lower Gweru farmers' opinions on climate change effects on agricultural productivity and
their possibility of adopting selected adaptation strategies against climate change were
established during focus group discussions with a total of 36 farmers. Pre-requisite exercises
for capturing farmersâ reactions to climate change included presentation of the outcome of a
survey on farmer perceptions on climate variability and change that had been conducted
during 2008 and presentation of the projected climate for Zimbabwe, by 2050. To facilitate discussions on farmers' likelihood of adopting long season maize varieties, use of mulch and
planting basins, in the face of climate change, simulated maize grain yield and soil water
balance under different climate and agronomic scenarios were presented to the farmers in
simple graphical form. Annual simulated yields and water balance were presented for the
latest 10 seasons, 1998/99 to 2007/08 seasons. Farmers provided their responses in three
groups that were formed based on wealth ranking. All farmers irrespective of wealth
category, envisaged negative impacts of climate change on agricultural productivity. They
also expressed concern on the likelihood of reduced water availability; reduced food and
nutrition security, increased number of school drop-outs and a decline in their general wellbeing.
Farmers did not provide alternative strategies (to deal with climate change effects) to
those they use to cope with current climate variability. Also most of their responses were
biased towards crops and these ranged from crop choice, reduced input levels and use of
water conservation techniques. Farmers also recommended an expansion in irrigation
development by the government. The resource rich farmers suggested supplementary pen
feeding of livestock as an adaptation strategy against climate change. Smallholder livestock
producers can employ other adaptation strategies, which include shifting towards small
livestock and browsers rather than the current cattle and grazers. Although use of mulch and
planting basins clearly improved soil water balance in terms of reducing the amount of soil
evaporation and runoff, this did not translate into an overall increase in maize yield.
However, in relatively poor rainfall years both mulch and planting basins gave higher yields
than conventional ploughing without mulch. Thus, use of reliable seasonal rainfall forecasts
can help farmers to decide on when to use mulch and/or basins. Farmers showed that it was
relatively easy to shift from growing early maturing maize varieties to late maturing varieties,
but indicated that the cost of hybrid seed and its availability have always been prohibiting
factors. They are unlikely to adopt the use of mulch and planting basins due to high labour
requirements and limited access to "extra" fertilizer required when mulch is used. Mulch
availability is also limited as its main source, stover, has other uses that compete with use as
mulch. It appears planting basins are a more important alternative for land preparation and
crop establishment for farmers who do not have draft power than for those with draft animals.
It can be concluded that warming is taking place for the station (Bulawayo Airport)
considered in this study and this is particularly evident from warm extremes. There is,
however, limited evidence of changes in rainfall extremes. Similar analyses as those done for
Bulawayo Airport station should be done for more stations and for longer periods. Climate
change was found to significantly reduce the number of days taken by maize to reach maturity, with the long-season variety taking about the same number of days to mature under
climate change as the short season variety, under current climate. Maize yields are also
negatively affected by climate change. Results from the study also indicate that there is a
significant reduction in runoff due to climate change. These effects have implications on food
and water availability, hence the need to put appropriate adaptation strategies and policies in
place. It was encouraging to note that, generally, smallholder farmers in the study area had a
sound inference of the likely impact of climate change on agriculture and their well-being.
They were also able to suggest possible strategies to deal with climate change, given the
expected rainfall and temperature projections for Zimbabwe by 2050.
Smallholder farmers in the study area use several strategies to cope and / or adapt to the
numerous constraints they face in crop production. Strengthening farmers' capacity to employ
these strategies will improve crop productivity. Based on the current farmer practices in the
study areas, the study has identified both research and extension interventions that could be
used to increase productivity in the study area and in similar biophysical and economic
environments.

Identiferoai:union.ndltd.org:netd.ac.za/oai:union.ndltd.org:ufs/oai:etd.uovs.ac.za:etd-08202014-125526
Date20 August 2014
CreatorsMakuvaro, Veronica
ContributorsDr S Crimp, Prof S Walker
PublisherUniversity of the Free State
Source SetsSouth African National ETD Portal
Languageen-uk
Detected LanguageEnglish
Typetext
Formatapplication/pdf
Sourcehttp://etd.uovs.ac.za//theses/available/etd-08202014-125526/restricted/
Rightsunrestricted, I hereby certify that, if appropriate, I have obtained and attached hereto a written permission statement from the owner(s) of each third party copyrighted matter to be included in my thesis, dissertation, or project report, allowing distribution as specified below. I certify that the version I submitted is the same as that approved by my advisory committee. I hereby grant to University Free State or its agents the non-exclusive license to archive and make accessible, under the conditions specified below, my thesis, dissertation, or project report in whole or in part in all forms of media, now or hereafter known. I retain all other ownership rights to the copyright of the thesis, dissertation or project report. I also retain the right to use in future works (such as articles or books) all or part of this thesis, dissertation, or project report.

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