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Comparative analysis of TMPA and IMERG precipitation datasets in the arid environment of El-Qaa Plain, Sinai

Authors :
Morsy, Mona
Scholten, T.
Michaelides, S.
Borg, E.
Sherief, Y.
Dietrich, Peter
Morsy, Mona
Scholten, T.
Michaelides, S.
Borg, E.
Sherief, Y.
Dietrich, Peter
Source :
ISSN: 2072-4292
Publication Year :
2021

Abstract

The replenishment of aquifers depends mainly on precipitation rates, which is of vital importance for determining water budgets in arid and semi-arid regions. El-Qaa Plain in the Sinai Peninsula is a region that experiences constant population growth. This study compares the performance of two sets of satellite-based data of precipitation and in situ rainfall measurements. The dates selected refer to rainfall events between 2015 and 2018. For this purpose, 0.1° and 0.25° spatial resolution TMPA (Tropical Rainfall Measurement Mission Multi-satellite Precipitation Analysis) and IMERG (Integrated Multi-satellite Retrievals for Global Precipitation Measurement) data were retrieved and analyzed, employing appropriate statistical metrics. The best-performing data set was determined as the data source capable to most accurately bridge gaps in the limited rain gauge records, embracing both frequent light-intensity rain events and more rare heavy-intensity events. With light-intensity events, the corresponding satellite-based data sets differ the least and correlate more, while the greatest differences and weakest correlations are noted for the heavy-intensity events. The satellite-based records best match those of the rain gauges during light-intensity events, when compared to the heaviest ones. IMERG data exhibit a superior performance than TMPA in all rainfall intensities.

Details

Database :
OAIster
Journal :
ISSN: 2072-4292
Notes :
ISSN: 2072-4292, Remote Sensing 13 (4);; art. 580, English
Publication Type :
Electronic Resource
Accession number :
edsoai.on1406013603
Document Type :
Electronic Resource