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A comparison of rainfall estimation techniques for sub-Saharan Africa
Author
Symeonakis, Elias
Bonifacio, Rogerio
Drake, Nick
Publisher
International Journal of Applied Earth Observation and Geoinformation
Publication Year
2009
Body

Interpolated rain-gauge data were compared to Meteosat-based precipitation estimates for sub-Saharan Africa. Validation was carried out using a dataset from a very dense gauge network in South Africa, on a point-to-pixel (PO-PI) as well as on a pixel-to-pixel (PI-PI) basis. Error criteria computed at the gauged pixels indicate that overall the interpolated estimates perform similarly to the satellite-based data: they provide good estimates of lower but underestimate larger precipitation amounts. It is concluded that the satellite estimates are more fitted for the operational modelling of processes such as surface runoff and soil erosion, especially in the developing areas where resources are scarce.

Language
English
Resource Type
Text
Document Type
Journal Issue/Article
Journal Volume
11
Journal Number
1
Journal Pages
15-26
Collection
Southern Africa Collection
Journal Name
International Journal of Applied Earth Observation and Geoinformation
Keywords
precipitation
Block kriging
Indicator kriging
Meteosat
FEWS
rainfall
remote sensing
satellite imagery
modelling
runoff
soil erosion
Sub-Saharan Africa