The world is in a time when the energy resources have been under increasing pressure from a growing demand with higher quality requirements. At the same time, our world, largely based on non-renewables, see these resources approaching scarcity. In this context, it is important to get energy supplies from renewable resources and seek ways to leverage these resources as well as possible. The complementarity between energy resources can be a way to make better use of available resources, enabling a greater supply of energy and facilitating the management of devices for energy storage. This paper presents preliminary results of the identification of complementarity between water and wind resources in a portion of northeastern Brazil. The effects of complementarity for the benefit of the feasibility of a wind hydro hybrid system will prove more effective in conditions of scarce energy resources, contributing to the reduction of the cost per kWh of supplied energy. The map provided in this article can indicate areas where investments in wind hydro hybrid systems will lead to energy supplies with lower specific costs. The map of complementarity indicates that about 40% of the studied area has high levels of complementarity in time.