<mets:mets OBJID="eprint_45" LABEL="Eprints Item" xsi:schemaLocation="http://www.loc.gov/METS/ http://www.loc.gov/standards/mets/mets.xsd http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-3.xsd" xmlns:mets="http://www.loc.gov/METS/" xmlns:mods="http://www.loc.gov/mods/v3" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><mets:metsHdr CREATEDATE="2023-07-05T16:32:59Z"><mets:agent ROLE="CUSTODIAN" TYPE="ORGANIZATION"><mets:name>OAR@ICRISAT</mets:name></mets:agent></mets:metsHdr><mets:dmdSec ID="DMD_eprint_45_mods"><mets:mdWrap MDTYPE="MODS"><mets:xmlData><mods:titleInfo><mods:title>Climate Variability and Change: Farmer&#13;
Perceptions and Understanding of&#13;
Intra-Seasonal Variability in Rainfall and&#13;
Associated Risk in Semi-Arid Kenya&#13;
</mods:title></mods:titleInfo><mods:name type="personal"><mods:namePart type="given">K P C</mods:namePart><mods:namePart type="family">Rao</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">W G</mods:namePart><mods:namePart type="family">Ndegwa</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">K</mods:namePart><mods:namePart type="family">Kizito</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:name type="personal"><mods:namePart type="given">A</mods:namePart><mods:namePart type="family">Oyoo</mods:namePart><mods:role><mods:roleTerm type="text">author</mods:roleTerm></mods:role></mods:name><mods:abstract>This study examines farmers’ perceptions of short- and long-term variability in climate, their ability to&#13;
discern trends in climate and how the perceived trends converge with actual weather observations in five&#13;
districts of Eastern Province in Kenya where the climate is semi-arid with high intra- and inter-annual&#13;
variability in rainfall. Field surveys to elicit farmers’ perceptions about climate variability and change&#13;
were conducted in Machakos, Makueni, Kitui, Mwingi and Mutomo districts. Long-term rainfall records&#13;
from five meteorological stations within a 10 km radius from the survey locations were obtained from the&#13;
Kenya Meteorological Department and were analysed to compare with farmers’ observations. Farmers’&#13;
responses indicate that they are well aware of the general climate in their location, its variability, the&#13;
probabilistic nature of the variability and the impacts of this variability on crop production. However,&#13;
their ability to synthesize the knowledge they have gained from their observations and discern longterm&#13;
trends in the probabilistic distribution of seasonal conditions is more subjective, mainly due to the&#13;
compounding interactions between climate and other factors such as soil fertility, soil water and land use&#13;
change that determine the climate’s overall influence on crop productivity. There is a general tendency&#13;
among the farmers to give greater weight to negative impacts leading to higher risk perception. In relation&#13;
to long-term changes in the climate, farmer observations in our study that rainfall patterns are changing&#13;
corroborated well with reported perceptions from other places across the African continent but were not&#13;
supported by the observed trends in rainfall data from the five study locations. The main implication of&#13;
our findings is the need to be aware of and account for the risk during the development and promotion of&#13;
technologies involving significant investments by smallholder farmers and exercise caution in interpreting&#13;
farmers’ perceptions about long-term climate variability and change.</mods:abstract><mods:classification authority="lcc">Climate Change</mods:classification><mods:originInfo><mods:dateIssued encoding="iso8061">2011</mods:dateIssued></mods:originInfo><mods:originInfo><mods:publisher>Cambridge University Press</mods:publisher></mods:originInfo><mods:genre>Article</mods:genre></mets:xmlData></mets:mdWrap></mets:dmdSec><mets:amdSec ID="TMD_eprint_45"><mets:rightsMD ID="rights_eprint_45_mods"><mets:mdWrap MDTYPE="MODS"><mets:xmlData><mods:useAndReproduction>
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