Toward SALib 2.0: Advancing the accessibility and interpretability of global sensitivity analyses

T Iwanaga, W Usher, J Herman - Socio-Environmental Systems …, 2022 - sesmo.org
Sensitivity analysis is now considered a standard practice in environmental modeling.
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 …

[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 …

Comparative assessment of two global sensitivity approaches considering model and parameter uncertainty

H Dai, Y Liu, A Guadagnini, S Yuan… - Water Resources …, 2024 - Wiley Online Library
Abstract Global Sensitivity Analysis (GSA) is key to assisting appraisal of the behavior of
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

H Dai, J Ju, D Gui, Y Zhu, M Ye, J Cui, BX Hu - Journal of Hydrology, 2024 - Elsevier
Process-based nitrogen reactive transport models (NRTMs) are vital tools for simulating
complex nitrogen reactive transport processes in soils and groundwater to reduce nutrient …

The SPAtial EFficiency metric (SPAEF): Multiple-component evaluation of spatial patterns for optimization of hydrological models

J Koch, MC Demirel, S Stisen - Geoscientific Model …, 2018 - gmd.copernicus.org
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 …

The impact of standard and hard‐coded parameters on the hydrologic fluxes in the Noah‐MP land surface model

M Cuntz, J Mai, L Samaniego, M Clark… - Journal of …, 2016 - Wiley Online Library
Land surface models incorporate a large number of process descriptions, containing a
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

O Rakovec, R Kumar, J Mai, M Cuntz… - Journal of …, 2016 - journals.ametsoc.org
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 …

Toward seamless hydrologic predictions across spatial scales

L Samaniego, R Kumar, S Thober… - Hydrology and Earth …, 2017 - hess.copernicus.org
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 …