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Error Metrics for Streamflow Model Evaluation

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Storage:	The size of this resource is 2.6 MB
Created:	Nov 13, 2026 at 9:48 p.m. (UTC)
Last updated:	Nov 14, 2026 at 12:21 a.m. (UTC)
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Sharing Status:	Public
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Abstract

This HydroLearn module introduces learners to diagnostic error metrics used in streamflow model performance evaluation. It begins by covering the fundamentals of streamflow modeling evaluation and introducing commonly used diagnostic error metrics. It then explains how to interpret metric results, considering metric strengths and limitations, aggregation, binning, transformations, and uncertainty, as well as the use of visualizations and evaluation software. The module concludes with a real-world learning activity. In the activity, learners will take the role of a water resources analyst at a regional river forecast center tasked with evaluating streamflow simulation and forecast performance for different flood events.

Access the module here: https://edx.hydrolearn.org/courses/course-v1:CIROH_HydroLearn+CEE720+2026/about

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Additional Metadata

Name	Value
page_url	https://edx.hydrolearn.org/courses/course-v1:CIROH_HydroLearn+CEE720+2026/about
thumbnail_url	https://www.hydroshare.org/resource/78ec6e65841f4754a4ee86216eb9af08/data/contents/thumbnail_022fe834-193c-48a5-9ed6-cf38e32c5326.png

Credits

Funding Agencies

This resource was created using funding from the following sources:

Agency Name	Award Title	Award Number
Cooperative Institute for Research to Operations in Hydrology	NOAA Cooperative Agreement with The University of Alabama	NA22NWS4320003

How to Cite

Brooks, J., Wang, J., Di Vittorio, C. (2026). Error Metrics for Streamflow Model Evaluation, HydroShare, http://www.hydroshare.org/resource/78ec6e65841f4754a4ee86216eb9af08

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/

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