Evaluating Ecohydrological Model Sensitivity to Input Variability with an Information-Theory-Based Approach

Evaluating Ecohydrological Model Sensitivity to Input Variability with an Information-Theory-Based Approach

Ecohydrological models vary in their sensitivity to forcing data and use available information to different extents. We focus on the impact of forcing precision on ecohydrological model behavior particularly by quantizing, or binning, time-series forcing variables. We use rate-distortion theory to q...

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Bibliographic Details
Main Authors: Mozhgan A. Farahani, Alireza Vahid, Allison E. Goodwell
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Entropy
Subjects:
sensitivity analysis
quantization
information theory
rate-distortion theory
ecohydrological modeling
Online Access:https://www.mdpi.com/1099-4300/24/7/994

Internet

https://www.mdpi.com/1099-4300/24/7/994

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