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        <dc:title>Adding Value to Field-Based Agronomic&#13;
Research through Climate Risk Assessment:&#13;
A Case Study of Maize Production&#13;
in Kitale, Kenya&#13;
</dc:title>
        <dc:creator>Dixit, P N</dc:creator>
        <dc:creator>Cooper, P J M</dc:creator>
        <dc:creator>Dimes, J</dc:creator>
        <dc:creator>Rao, K P C</dc:creator>
        <dc:subject>Maize</dc:subject>
        <dc:subject>Climate Change</dc:subject>
        <dc:description>In sub-Saharan Africa (SSA), rainfed agriculture is the dominant source of food production. Over the past&#13;
50 years much agronomic crop research has been undertaken, and the results of such work are used in&#13;
formulating recommendations for farmers. However, since rainfall is highly variable across seasons the&#13;
outcomes of such research will depend upon the rainfall characteristics of the seasons during which the&#13;
work was undertaken. A major constraint that is faced by such research is the length of time for which&#13;
studies could be continued, typically ranging between three and five years. This begs the question as to&#13;
what extent the research was able to ‘sample’ the natural longer-term season-to-season rainfall variability.&#13;
Without knowledge of the full implications of weather variability on the performance of innovations being&#13;
recommended, farmers cannot be properly advised about the possible weather-induced risks that they&#13;
may face over time. To overcome this constraint, crop growth simulation models such as the Agricultural&#13;
Production Systems Simulator (APSIM) can be used as an integral part of field-based agronomic studies.&#13;
When driven by long-term daily weather data (30+ years), such models can provide weather-induced risk&#13;
estimates for a wide range of crop, soil and water management innovations for the major rainfed crops of&#13;
SSA.Where access to long-term weather data is not possible, weather generators such as MarkSim can be&#13;
used. This study demonstrates the value of such tools in climate risk analyses and assesses the value of the&#13;
outputs in the context of a high potential maize production area in Kenya. MarkSim generated weather&#13;
data is shown to provide a satisfactory approximation of recorded weather data at hand, and the output of&#13;
50 years of APSIM simulations demonstrate maize yield responses to plant population, weed control and&#13;
nitrogen (N) fertilizer use that correspond well with results reported in the literature.Weather-induced risk&#13;
is shown to have important effects on the rates of return ($ per $ invested) to N-fertilizer use which, across&#13;
seasons and rates of N-application, ranged from 1.1 to 6.2. Similarly, rates of return to weed control and&#13;
to planting at contrasting populations were also affected by seasonal variations in weather, but were always&#13;
so high as to not constitute a risk for small-scale farmers. An analysis investigating the relative importance&#13;
of temperature, radiation and water availability in contributing to weather-induced risk at different maize&#13;
growth stages corresponded well with crop physiological studies reported in the literature.</dc:description>
        <dc:publisher>Cambridge University Press</dc:publisher>
        <dc:date>2011</dc:date>
        <dc:type>Article</dc:type>
        <dc:type>PeerReviewed</dc:type>
        <dc:format>application/pdf</dc:format>
        <dc:language>en</dc:language>
        <dc:identifier>http://oar.icrisat.org/43/1/ADDING_VALUE_TO_FIELD-BASED_AGRONOMIC_RESEARCH_THROUGH_CLIMATE_RISK_ASSESSMENT_%282%29.pdf</dc:identifier>
        <dc:identifier>  Dixit, P N and Cooper, P J M and Dimes, J and Rao, K P C  (2011) Adding Value to Field-Based Agronomic Research through Climate Risk Assessment: A Case Study of Maize Production in Kitale, Kenya.  Experimental Agriculture, 47 (2).  pp. 317-338.      </dc:identifier>
        <dc:relation>http://dx.doi.org/10.1017/S0014479710000773</dc:relation></oai_dc:dc>
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