1. US Geological Survey, National Center for Earth Resources Observation and ScienceSioux Falls, SD 57198, USA
2. Climate Hazards Group, University of CaliforniaSanta Barbara, CA 93106, USA
3. Famine Early Warning Systems Network, Chemonics International Inc., 1130 20th Street NWWashington, DC 20036, USA