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Forskningsartikel2020Vetenskapligt granskadÖppen tillgång

Lessons learnt from checking the quality of openly accessible river flow data worldwide

Crochemore, L.; Isberg, K.; Pimentel, R.; Pineda, L.; Hasan, A.; Arheimer, B.

Sammanfattning

Advances in open data science serve large-scale model developments and, subsequently, hydroclimate services. Local river flow observations are key in hydrology but data sharing remains limited due to unclear quality, or to political, economic or infrastructure reasons. This paper provides methods for quality checking openly accessible river-flow time series. Availability, outliers, homogeneity and trends were assessed in 21 586 time series from 13 data providers worldwide. We found a decrease in data availability since the 1980s, scarce open information in southern Asia, the Middle East and North and Central Africa, and significant river-flow trends in Africa, Australia, southwest Europe and Southeast Asia. We distinguish numerical outliers from high-flow peaks, and integrate all investigated quality characteristics in a composite indicator. We stress the need to maintain existing gauging networks, and highlight opportunities in extending existing global databases, understanding drivers for trends and inhomogeneity, and in innovative acquisition methods in data-scarce regions.

Nyckelord

open data; river flow; global hydrology; quality control; time series

Publicerad i

Hydrological Sciences Journal
2020, Volym: 65, nummer: 5, sidor: 699-711
Utgivare: TAYLOR & FRANCIS LTD

    UKÄ forskningsämne

    Oceanografi, hydrologi, vattenresurser

    Publikationens identifierare

    DOI: https://doi.org/10.1080/02626667.2019.1659509

    Permanent länk till denna sida (URI)

    https://res.slu.se/id/publ/117308