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China's high-quality natural streamflow gauge-based dataset (1961-2018)
by Staff Writers
Beijing, China (SPX) Feb 28, 2022

A relatively high-density gauge stations were involved in this study. Photo credit: Chiyuan Miao.

Reconstruction of natural streamflow without water management, e.g., irrigation and reservoir regulation is fundamental to the sustainable management of water resources. In China, previous reconstructions from sparse and poor-quality gauge measurements have led to large biases in simulation of the interannual and seasonal variability of natural flows.

In the current study, the researchers adopted a well-trained and tested land surface model coupled to a routing model with flow direction correction to reconstruct this very first high-quality gauge-based natural streamflow dataset for China, covering all its 330 catchments during the period from 1961 to 2018.

Using their quality control approach, the researchers obtained a stronger positive linear relationship between upstream routing cells and drainage areas, after flow direction correction. The proposed parameter-uncertainty analysis framework incorporating sensitivity analysis, optimization and regionalization, further minimized the biases between modeled and inferred natural streamflow acquired from natural or near-natural gauges.

Using such quality control approaches, the behavior of the natural hydrological system is well represented by the model which achieves high skill metric values of the monthly streamflow, with about 83% and 56% of the 330 hydrological stations possessing NSE (Nash-Sutcliffe efficiency coefficient) and KGE (Kling-Gupta efficiency coefficient)> 0.7, respectively.

The proposed construction scheme has important implications for similar simulation studies in other regions. The developed low bias long-term natural streamflow datasets should be also useful for understanding the mechanism of hydrological processes, quantifying the interaction of each component of the terrestrial water cycle system, and supporting the future river management activities in China.

Research Report: "High-quality reconstruction of China's natural streamflow"


Related Links
Beijing Normal University
Water News - Science, Technology and Politics


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Satellite laser altimetry helps monitor changes in global lake water storage
Nanjing, China (SPX) Feb 24, 2022
As the main freshwater resource on Earth's surface, lakes play an important role in maintaining ecosystem stability and the sustainable development of human society. However, it's been difficult to evaluate changes in global lake-water volume across space and time due to data problems. Specifically, ground-monitoring data have not been sufficiently representative of all lakes, and traditional radar altimetry satellites have only provided data on a few large lakes. Recently, a research group ... read more

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