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Performance assessment of satellite rainfall estimates in rain detection capabilities at different thresholds over Nigeria.

Authors :
Salami, Afeez Alabi
Olanrewaju, Rhoda Moji
Olorunfemi, Jacob Funso
Source :
Hydrological Sciences Journal/Journal des Sciences Hydrologiques. Nov2024, Vol. 69 Issue 14, p1997-2009. 13p.
Publication Year :
2024

Abstract

In Nigeria, where rainfall plays a pivotal role in agriculture and disaster management, assessing the accuracy of satellite rainfall estimates at various thresholds is imperative. This study assesses the areal averages of nine satellite precipitation estimates (SPEs) against 48 ground-based raingauge observations in Nigeria. Employing categorical statistical metrics and compromise programming, the research assesses the performance of SPEs at seven rainfall thresholds. Results reveal that 82ā€“94% of rainfall estimates align with ground truth, while 5ā€“14% of rainy days are incorrectly detected by raingauges. Notably, SPEs tend to overestimate low rain between 1 mm and 5 mm dāˆ’1 and underestimate low heavy rain rates (10 mm ā‰¤ rain < 20 mm), impacting flood monitoring and disaster preparedness. Global Precipitation Climatology Centre (CPCC), Tropical Applications of Meteorology using SATellite and ground-based observations (TAMSAT) African Rainfall Climatology And Time series (TARCAT), and Climate Hazards Group InfraRed Precipitation with Station data (CHIRPS) emerge as more reliable SPEs, particularly in highland regions. This research underscores the importance of choosing appropriate satellite precipitation estimates for enhanced disaster preparedness and resource management across different Nigerian regions. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02626667
Volume :
69
Issue :
14
Database :
Academic Search Index
Journal :
Hydrological Sciences Journal/Journal des Sciences Hydrologiques
Publication Type :
Academic Journal
Accession number :
180554459
Full Text :
https://doi.org/10.1080/02626667.2024.2395462