 This study developed a new global vegetation health index, VHI, dataset that is more effective at detecting drought events. It is able to identify droughts with greater accuracy and sensitivity than previous datasets. This improved dataset can be used for long-term drought monitoring and assessment of the impact of drought on agricultural, forestry, ecological and environmental sectors. This article was authored by Jin Yuzong, Dao Jiu, Yang Ping Chu, and others.