Socio-hydrological modelling: a review asking “why, what and how?”

P Blair, W Buytaert - Hydrology and Earth System Sciences, 2016 - hess.copernicus.org
Interactions between humans and the environment are occurring on a scale that has never
previously been seen; the scale of human interaction with the water cycle, along with the …

Understanding human–water feedbacks of interventions in agricultural systems with agent based models: a review

MF Alam, M McClain, A Sikka… - Environmental Research …, 2022 - iopscience.iop.org
Increased variability of the water cycle manifested by climate change is a growing global
threat to agriculture with strong implications for food and livelihood security. Thus, there is an …

Enhancing water system models by integrating big data

ME Shafiee, Z Barker, A Rasekh - Sustainable cities and society, 2018 - Elsevier
The past quarter century has witnessed development of advanced modeling approaches,
such as stochastic and agent-based modeling, to sustainably manage water systems in the …

Developing an integrated PCE-ANOVA-RF method for uncertainty quantification of hydrological model–The Amu Darya River Basin in Central Asia

ZP Xu, YP Li, GH Huang, ZY Shen - Journal of Hydrology, 2023 - Elsevier
Uncertainty quantification of hydrological model parameters plays an important role in the
streamflow prediction of river basins. It is still a challenge to evaluate the effect of parameter …

A meta-modeling approach for spatio-temporal uncertainty and sensitivity analysis: an application for a cellular automata-based urban growth and land-use change …

S Şalap-Ayça, P Jankowski, KC Clarke… - International Journal …, 2018 - Taylor & Francis
The paper presents a computationally efficient meta-modeling approach to spatially explicit
uncertainty and sensitivity analysis in a cellular automata (CA) urban growth and land-use …

Moving SWAT model calibration and uncertainty analysis to an enterprise Hadoop-based cloud

D Zhang, X Chen, H Yao, A James - Environmental modelling & software, 2016 - Elsevier
With enhanced availability of high spatial resolution data, hydrologic models such as the
Soil and Water Assessment Tool (SWAT) are increasingly used to investigate effects of …

[HTML][HTML] Agent-based models of groundwater systems: A review of an emerging approach to simulate the interactions between groundwater and society

M Canales, J Castilla-Rho, R Rojas, S Vicuña… - … Modelling & Software, 2024 - Elsevier
Understanding how society can address and mitigate threats to groundwater sustainability
remains a pressing challenge in the Anthropocene era. This article presents the first …

[HTML][HTML] Improved Hadoop-based cloud for complex model simulation optimization: calibration of SWAT as an example

J Ma, K Rao, R Li, Y Yang, W Li, H Zheng - Environmental Modelling & …, 2022 - Elsevier
A simulation optimization framework requires a substantial number of model simulations,
which are computationally intensive and may be impractical when the model simulations are …

Global sensitivity analysis and calibration of parameters for a physically-based agro-hydrological model

X Xu, C Sun, G Huang, BP Mohanty - Environmental Modelling & Software, 2016 - Elsevier
Efficient parameter identification is an important issue for mechanistic agro-hydrological
models with a complex and nonlinear property. In this study, we presented an efficient global …

Global sensitivity and uncertainty analysis of a coastal morphodynamic model using Polynomial Chaos Expansions

M Jamous, R Marsooli, M Ayyad - Environmental Modelling & Software, 2023 - Elsevier
Predicting coastal erosion requires an accurate morphodynamic model. XBeach has been
widely adopted to simulate storm-induced coastal erosion. Because of the large number of …