Our estimate is approximately 12% smaller than the most recent estimate by the FAO (Fig. 2). We improved upon the global estimate by using coherent data sources, better mapping techniques, wall-to-wall coverage, consistent methodology and ancillary data (high-resolution satellite data, Google Earth and GIS data) needed for image classification.