KIT | KIT-Bibliothek | Impressum | Datenschutz

Towards a historical precipitation database for West Africa: Overview, quality control and harmonization

Bliefernicht, Jan; Salack, Seyni; Waongo, Moussa; Annor, Thompson; Laux, Patrick ORCID iD icon; Kunstmann, Harald

Abstract:

Reliable long-term observations from precipitation stations are often required for climatological studies but are strongly limited in many regions of the world. To improve this limitation for West Africa, we compiled daily and monthly observations from more than 20 national, continental and global databases, to establish a historical precipitation archive with a focus on four countries (Burkina Faso, Ghana, Benin and Togo). The new archive contains long-term daily and monthly precipitation measurements from 1819 to 2013 for more than 1,000 sites. It is, therefore, the most comprehensive historical dataset with daily and monthly precipitation observations for this region. To produce a quality-controlled and harmonized precipitation dataset for the focal region, various statistical algorithms have been implemented. These algorithms rely on straightforward geostatistical approaches (e.g., spatial correlograms) and corresponding statistical tests for identification and elimination of unreliable time series, in addition to various standard approaches used by global data centers. Although the quality control revealed various data errors and uncertainties for measurements and meta-information (e.g., unit conversion errors, temporal offsets, frequent and long data gaps), a spatial interpolation using the quality-controlled and harmonized dataset produced relatively reliable precipitation patterns for different target variables (e.g., monthly precipitation amount and daily precipitation probability). ... mehr


Verlagsausgabe §
DOI: 10.5445/IR/1000141900
Veröffentlicht am 16.01.2022
Originalveröffentlichung
DOI: 10.1002/joc.7467
Scopus
Zitationen: 10
Web of Science
Zitationen: 9
Dimensions
Zitationen: 14
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Meteorologie und Klimaforschung – Atmosphärische Umweltforschung (IMK-IFU)
Publikationstyp Zeitschriftenaufsatz
Publikationsdatum 15.06.2022
Sprache Englisch
Identifikator ISSN: 0899-8418, 0196-1748, 1097-0088, 2374-7412
KITopen-ID: 1000141900
HGF-Programm 12.11.33 (POF IV, LK 01) Regional Climate and Hydrological Cycle
Erschienen in International Journal of Climatology
Verlag John Wiley and Sons
Band 42
Heft 7
Seiten 4001-4023
Vorab online veröffentlicht am 23.11.2021
Nachgewiesen in Dimensions
Web of Science
Scopus
KIT – Die Forschungsuniversität in der Helmholtz-Gemeinschaft
KITopen Landing Page