Impact of climate variability, floods, drought and extreme weather conditions create development challenges to particularly to the countries with harsh environmental conditions or to developing countries (IPCC, 2001). Agricultural systems that depend on rain fed agriculture are severely affected by climate change impacts (Acheampong et al., 2014).