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Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses
Sensitivity analysis is now considered a standard practice in environmental modeling.
Several open-source libraries, such as the Sensitivity Analysis Library (SALib), have been …
Several open-source libraries, such as the Sensitivity Analysis Library (SALib), have been …
A review of integrated surface-subsurface numerical hydrological models
L Shu, H Chen, X Meng, Y Chang, L Hu… - Science China Earth …, 2024 - Springer
Hydrological modeling, leveraging mathematical formulations to represent the hydrological
cycle, is a pivotal tool in representing the spatiotemporal dynamics and distribution patterns …
cycle, is a pivotal tool in representing the spatiotemporal dynamics and distribution patterns …
[HTML][HTML] Ten strategies towards successful calibration of environmental models
J Mai - Journal of Hydrology, 2023 - Elsevier
Abstract Model calibration is the procedure of finding model settings such that simulated
model outputs best match the observed data. Model calibration is necessary when the …
model outputs best match the observed data. Model calibration is necessary when the …
Comparative assessment of two global sensitivity approaches considering model and parameter uncertainty
Abstract Global Sensitivity Analysis (GSA) is key to assisting appraisal of the behavior of
hydrological systems through model diagnosis considering multiple sources of uncertainty …
hydrological systems through model diagnosis considering multiple sources of uncertainty …
A two-step Bayesian network-based process sensitivity analysis for complex nitrogen reactive transport modeling
Process-based nitrogen reactive transport models (NRTMs) are vital tools for simulating
complex nitrogen reactive transport processes in soils and groundwater to reduce nutrient …
complex nitrogen reactive transport processes in soils and groundwater to reduce nutrient …
Combining satellite data and appropriate objective functions for improved spatial pattern performance of a distributed hydrologic model
Satellite-based earth observations offer great opportunities to improve spatial model
predictions by means of spatial-pattern-oriented model evaluations. In this study, observed …
predictions by means of spatial-pattern-oriented model evaluations. In this study, observed …
The SPAtial EFficiency metric (SPAEF): Multiple-component evaluation of spatial patterns for optimization of hydrological models
The process of model evaluation is not only an integral part of model development and
calibration but also of paramount importance when communicating modelling results to the …
calibration but also of paramount importance when communicating modelling results to the …
The impact of standard and hard‐coded parameters on the hydrologic fluxes in the Noah‐MP land surface model
Land surface models incorporate a large number of process descriptions, containing a
multitude of parameters. These parameters are typically read from tabulated input files …
multitude of parameters. These parameters are typically read from tabulated input files …
Multiscale and multivariate evaluation of water fluxes and states over European river basins
Accurately predicting regional-scale water fluxes and states remains a challenging task in
contemporary hydrology. Co** with this grand challenge requires, among other things, a …
contemporary hydrology. Co** with this grand challenge requires, among other things, a …
Toward seamless hydrologic predictions across spatial scales
Land surface and hydrologic models (LSMs/HMs) are used at diverse spatial resolutions
ranging from catchment-scale (1–10 km) to global-scale (over 50 km) applications. Applying …
ranging from catchment-scale (1–10 km) to global-scale (over 50 km) applications. Applying …