GRQA: Global River Water Quality Archive

30Citations
Citations of this article
60Readers
Mendeley users who have this article in their library.
Get full text

Abstract

Large-scale hydrological studies are often limited by the lack of available observation data with a good spatiotemporal coverage. This has affected the reproducibility of previous studies and the potential improvement of existing hydrological models. In addition to the observation data themselves, insufficient or poor-quality metadata have also discouraged researchers from integrating the already-available datasets. Therefore, improving both the availability and quality of open water quality data would increase the potential to implement predictive modeling on a global scale. The Global River Water Quality Archive (GRQA) aims to contribute to improving water quality data coverage by aggregating and harmonizing five national, continental and global datasets: CESI (Canadian Environmental Sustainability Indicators program), GEMStat (Global Freshwater Quality Database), GLORICH (GLObal RIver CHemistry), Waterbase and WQP (Water Quality Portal). The GRQA compilation involved converting observation data from the five sources into a common format and harmonizing the corresponding metadata, flagging outliers, calculating time series characteristics and detecting duplicate observations from sources with a spatial overlap. The final dataset extends the spatial and temporal coverage of previously available water quality data and contains 42 parameters and over 17ĝ€¯million measurements around the globe covering the 1898-2020 time period. Metadata in the form of statistical tables, maps and figures are provided along with observation time series. The GRQA dataset, supplementary metadata and figures are available for download on the DataCite-and OpenAIRE-enabled Zenodo repository at 10.5281/zenodo.5097436.

References Powered by Scopus

Array programming with NumPy

14042Citations
N/AReaders
Get full text

Comment: The FAIR Guiding Principles for scientific data management and stewardship

10320Citations
N/AReaders
Get full text

Solutions for a cultivated planet

6111Citations
N/AReaders
Get full text

Cited by Powered by Scopus

Artificial intelligence for geoscience: Progress, challenges, and perspectives

168Citations
N/AReaders
Get full text

Temperature outweighs light and flow as the predominant driver of dissolved oxygen in US rivers

66Citations
N/AReaders
Get full text

River water quality shaped by land–river connectivity in a changing climate

56Citations
N/AReaders
Get full text

Register to see more suggestions

Mendeley helps you to discover research relevant for your work.

Already have an account?

Cite

CITATION STYLE

APA

Virro, H., Amatulli, G., Kmoch, A., Shen, L., & Uuemaa, E. (2021). GRQA: Global River Water Quality Archive. Earth System Science Data, 13(12), 5483–5507. https://doi.org/10.5194/essd-13-5483-2021

Readers over time

‘21‘22‘23‘24‘2505101520

Readers' Seniority

Tooltip

PhD / Post grad / Masters / Doc 17

63%

Researcher 9

33%

Professor / Associate Prof. 1

4%

Readers' Discipline

Tooltip

Earth and Planetary Sciences 8

40%

Engineering 6

30%

Environmental Science 4

20%

Agricultural and Biological Sciences 2

10%

Save time finding and organizing research with Mendeley

Sign up for free
0