**Acknowledgements**

We are grateful to the Kenya Agricultural and Livestock Research Organization (KALRO) for allowing us to conduct this study. We also thank the Department of Land Resource Management and Agricultural Technology (LARMAT) of the University of Nairobi, KALRO's Natural Resources Management (NRM) Programme and the Kenya Meteorological Service (KMS) office in Machakos County for their technical support.
