The Abuse of Popular Performance Metrics in Hydrologic Modeling
Author:
Affiliation:
1. Centre for Hydrology University of Saskatchewan Canmore AB Canada
2. Tufts University Medford MA USA
3. National Center for Atmospheric Research Boulder CO USA
4. Centre for Hydrology University of Saskatchewan Saskatoon SK Canada
Funder
Global Water Futures
University of Saskatchewan
Publisher
American Geophysical Union (AGU)
Subject
Water Science and Technology
Link
https://onlinelibrary.wiley.com/doi/pdf/10.1029/2020WR029001
Reference72 articles.
1. The CAMELS data set: catchment attributes and meteorology for large-sample studies
2. Improved estimators of correlation and R2 for skewed hydrologic data
3. The Bagged Median and the Bragged Mean
4. The Plumbing of Land Surface Models: Benchmarking Model Performance
5. The future of distributed models: Model calibration and uncertainty prediction
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