The present invention provides a method for determining the drought stress tolerance of a plant, said method comprising determining a stress index, measuring grain yield and drawing a linear regression between said stress index and grain yield on the basis of which drought tolerance is determined. Also provided herein are methods for comparing and ranking different plant lines based on their drought stress tolerance and identifying QTLs associated with drought stress tolerance.