am (ESMAP), a program within the World Bank, has launched an initiative to map wind and other renewable energy resources in a number of developing countries, with the intention of developing high quality mapping outputs (and associated datasets) that are validated with specially commissioned ground-based data.[2] There is also an ongoing effort by the International Renewable Energy Agency (IRENA)