Rangeland Ecology & Management

Get reliable science

Intra-seasonal NDVI change projections in semi-arid Africa
Author
Funk, Chris C
Brown, Molly E
Publisher
Remote Sensing of Environment
Publication Year
2006
Body

Early warning systems (EWS) tend to focus on the identification of slow onset disasters such famine and epidemic disease. Since hazardous environmental conditions often precede disastrous outcomes by many months, effective monitoring via satellite and in situ observations can successfully guide mitigation activities. Accurate short term forecasts of NDVI could increase lead times, making early warning earlier. This paper presents a simple empirical model for making 1 to 4 month NDVI projections. These statistical projections are based on parameterized satellite rainfall estimates (RFE) and relative humidity demand (RHD). A quasi-global, 1 month ahead, 1° study demonstrates reasonable accuracies in many semi-arid regions. In Africa, a 0.1 ° cross-validated skill assessment quantifies the technique's applicability at 1 to 4 month forecast intervals. These results suggest that useful projections can be made over many semi-arid, food insecure regions of Africa, with plausible extensions to drought prone areas of Asia, Australia and South America.

Language
English
Resource Type
Text
Document Type
Journal Issue/Article
Journal Name
Remote Sensing of Environment
Keywords
Early warning
Africa
food security
NDVI
precipitation
rainfall
Malaria
Rift valley fever
Pastoral livelihoods
modelling
drought
management
system ecology
Africa