Understanding the Impact of Observation Data Uncertainty on Probabilistic Streamflow Forecasts Using a Dynamic Hierarchical Model

Author:

Das Bhowmik Rajarshi1ORCID,Ng Tze Ling2ORCID,Wang Jui‐Pin3

Affiliation:

1. Department of Civil Engineering Indian Institute of Science Bangalore India

2. Department of Civil and Environmental Engineering The Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong. now at CSIRO Land and Water Clayton VIC Australia

3. Department of Civil Engineering National Central University Taiwan, Republic of China

Publisher

American Geophysical Union (AGU)

Subject

Water Science and Technology

Reference49 articles.

1. Abrahart R. J. &See L. (1998) Neural network vs. ARMA modeling: constructing benchmark case studies of river flow prediction. In GeoComputation'98. Proceedings of the Third International Conference on GeoComputation University of Bristol United Kingdom (pp. 17–19).

2. Influence of rating curve uncertainty on daily rainfall–runoff model predictions;Aronica G. T.;Iahs Publication,2005

3. A manifesto for the equifinality thesis

4. Measuring flow in non-ideal conditions for short-term projects: Uncertainties associated with the use of stage-discharge rating curves

5. Climate information based streamflow and rainfall forecasts for Huai River basin using hierarchical Bayesian modeling

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