An overview of current applications, challenges, and future trends in distributed process-based models in hydrology

S Fatichi, ER Vivoni, FL Ogden, VY Ivanov, B Mirus… - Journal of …, 2016 - Elsevier
Process-based hydrological models have a long history dating back to the 1960s. Criticized
by some as over-parameterized, overly complex, and difficult to use, a more nuanced view is …

HESS Opinions: The complementary merits of competing modelling philosophies in hydrology

M Hrachowitz, MP Clark - Hydrology and Earth System …, 2017 - hess.copernicus.org
In hydrology, two somewhat competing philosophies form the basis of most process-based
models. At one endpoint of this continuum are detailed, high-resolution descriptions of small …

Understanding the information content in the hierarchy of model development decisions: Learning from data

S Gharari, HV Gupta, MP Clark… - Water Resources …, 2021 - Wiley Online Library
Process‐based hydrological models seek to represent the dominant hydrological processes
in a catchment. However, due to unavoidable incompleteness of knowledge, the …

Beyond model metrics: The perils of calibrating hydrologic models

JSA Triana, ML Chu, JA Guzman, DN Moriasi… - Journal of …, 2019 - Elsevier
The multi-metric assessment of model performance in a dominantly single-domain modeling
approach (ie, surface) may not be sufficient to gauge the validity of the model to represent …

Landslide susceptibility assessment using three bivariate models considering the new topo-hydrological factor: HAND

A Kornejady, M Ownegh, O Rahmati… - Geocarto …, 2018 - Taylor & Francis
The main objective of this study is to assess the relative contribution of the state-of-the-art
topo-hydrological factor, known as height above the nearest drainage (HAND), to landslide …

[HTML][HTML] Evaluation and interpretation of convolutional long short-term memory networks for regional hydrological modelling

S Anderson, V Radić - Hydrology and Earth System Sciences, 2022 - hess.copernicus.org
Deep learning has emerged as a useful tool across geoscience disciplines; however, there
remain outstanding questions regarding the suitability of unexplored model architectures …

A methodological framework for the hydrological model selection process in water resource management projects

D Ghonchepour, A Sadoddin… - Natural Resource …, 2021 - Wiley Online Library
This study aims to present a process for hydrological model exploration for selecting an
appropriate model compatible with the modeling objectives. The process consists of three …

Using satellite-based evapotranspiration estimates to improve the structure of a simple conceptual rainfall–runoff model

T Roy, HV Gupta, A Serrat-Capdevila… - Hydrology and Earth …, 2017 - hess.copernicus.org
Daily, quasi-global (50° N–S and 180° W–E), satellite-based estimates of actual
evapotranspiration at 0.25° spatial resolution have recently become available, generated by …

Assessing the hydrological effects of land-use changes on a catchment using the Markov chain and WetSpa models

A Kavian, N Javidan, A Bahrehmand… - Hydrological …, 2020 - Taylor & Francis
Predicting the effects of land-use (LU) changes and hydrological processes on a rapidly
urbanized catchment using the Markov chain and WetSpa models is the main objective of …

Assessment of the impact of rainfall uncertainties on the groundwater recharge estimations of the Tikur-Wuha watershed, rift valley lakes basin, Ethiopia

TD Beyene, FA Zimale, ST Gebrekristos, D Nedaw - Heliyon, 2024 - cell.com
Spatial recharge estimation uncertainty is directly proportional to uncertainty in input
precipitation data Thus, the main objective of this study was to investigate the recharge …