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| Titel |
Comparison and evaluation of satellite derived precipitation products for hydrological modeling of the Zambezi River Basin |
| VerfasserIn |
T. Cohen Liechti, J. P. Matos, J.-L. Boillat, A. J. Schleiss |
| Medientyp |
Artikel
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| Sprache |
Englisch
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| ISSN |
1027-5606
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| Digitales Dokument |
URL |
| Erschienen |
In: Hydrology and Earth System Sciences ; 16, no. 2 ; Nr. 16, no. 2 (2012-02-14), S.489-500 |
| Datensatznummer |
250013178
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| Publikation (Nr.) |
 copernicus.org/hess-16-489-2012.pdf |
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| Zusammenfassung |
In the framework of the African DAms ProjecT (ADAPT), an integrated water
resource management study in the Zambezi Basin is currently under
development. In view of the sparse gauging network for rainfall monitoring,
the observations from spaceborne instrumentation currently produce the only
available rainfall data for a large part of the basin.
Three operational and acknowledged high resolution satellite derived
estimates: the Tropical Rainfall Measuring Mission product 3B42 (TRMM 3B42),
the Famine Early Warning System product 2.0 (FEWS RFE2.0) and the National
Oceanic and Atmospheric Administration/Climate Prediction Centre (NOAA/CPC)
morphing technique (CMORPH) are analyzed in terms of spatial and temporal
repartition of the precipitations. They are compared to ground data for the
wet seasons of the years 2003 to 2009 on a point to pixel basis at daily,
10-daily and monthly time steps and on a pixel to pixel basis for the wet
seasons of the years 2003 to 2007 at monthly time steps.
The general North-South gradient of precipitation is captured by all the
analyzed products. Regarding the spatial heterogeneity, FEWS pixels are much
more inter-correlated than TRMM and CMORPH pixels. For a rainfall
homogeneity threshold criterion of 0.5 global mean correlation coefficient,
the area of each sub-basin should not exceed a circle of 2.5°
latitude/longitude radius for FEWS and a circle of 0.75°
latitude/longitude radius for TRMM and CMORPH considering rectangular
meshes.
In terms of reliability, the correspondence of all estimates with ground
data increases with the time step chosen for the analysis. The volume ratio
computation indicates that CMORPH is overestimating the rainfall by nearly
50%. The statistics of TRMM and FEWS estimates show quite similar
results.
Due to its lower inter-correlation and longer data set, the TRMM 3B42
product is chosen as input for the hydraulic-hydrologic model of the basin.
Further work will focus on the calibration of the hydraulic-hydrological
model of the basin, including the major existing hydraulic structures with
their operation rules. |
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