Using R in hydrology: a review of recent developments and future directions

LJ Slater, G Thirel, S Harrigan… - Hydrology and Earth …, 2019 - hess.copernicus.org
The open-source programming language R has gained a central place in the hydrological
sciences over the last decade, driven by the availability of diverse hydro-meteorological data …

[HTML][HTML] RF-MEP: A novel Random Forest method for merging gridded precipitation products and ground-based measurements

OM Baez-Villanueva, M Zambrano-Bigiarini… - Remote Sensing of …, 2020 - Elsevier
The accurate representation of spatio-temporal patterns of precipitation is an essential input
for numerous environmental applications. However, the estimation of precipitation patterns …

Temporal and spatial evaluation of satellite-based rainfall estimates across the complex topographical and climatic gradients of Chile

M Zambrano-Bigiarini, A Nauditt… - Hydrology and Earth …, 2017 - hess.copernicus.org
Accurate representation of the real spatio-temporal variability of catchment rainfall inputs is
currently severely limited. Moreover, spatially interpolated catchment precipitation is subject …

Hydrological evaluation of satellite-based rainfall estimates over the Volta and Baro-Akobo Basin

V Thiemig, R Rojas, M Zambrano-Bigiarini… - Journal of Hydrology, 2013 - Elsevier
How useful are satellite-based rainfall estimates (SRFE) as forcing data for hydrological
applications? Which SRFE should be favoured for hydrological modelling? What could …

Smart low flow signature metrics for an improved overall performance evaluation of hydrological models

M Pfannerstill, B Guse, N Fohrer - Journal of Hydrology, 2014 - Elsevier
Hydrological models have to be calibrated accurately to provide reasonable model results.
For a concise model evaluation, the different phases of the hydrograph have to be …

Spatio-temporal assessment of Gridded precipitation products across topographic and climatic gradients in Colombia

S Valencia, DE Marín, D Gómez, N Hoyos… - Atmospheric …, 2023 - Elsevier
Gridded precipitation products (GPPs) represent an alternative to and a complement to
gauge-based observations of precipitation, improving the representation of spatio-temporal …

A linked surface water-groundwater modelling approach to more realistically simulate rainfall-runoff non-stationarity in semi-arid regions

P Deb, AS Kiem, G Willgoose - Journal of Hydrology, 2019 - Elsevier
Interactions between surface water (SW) and groundwater (GW) have been identified as a
major contributing factor to non-stationarity in rainfall-runoff relationships. However, because …

A model-independent Particle Swarm Optimisation software for model calibration

M Zambrano-Bigiarini, R Rojas - Environmental Modelling & Software, 2013 - Elsevier
This work presents and illustrates the application of hydroPSO, a novel multi-OS and model-
independent R package used for model calibration. hydroPSO allows the modeller to …

A multi‐storage groundwater concept for the SWAT model to emphasize nonlinear groundwater dynamics in lowland catchments

M Pfannerstill, B Guse, N Fohrer - Hydrological processes, 2014 - Wiley Online Library
Hydrological models are useful tools to analyze present and future conditions of water
quantity and quality. The integrated modelling of water and nutrients needs an adequate …

Temporal variability and trends of rainfall and streamflow in Tana River Basin, Kenya

PK Langat, L Kumar, R Koech - Sustainability, 2017 - mdpi.com
This study investigated temporal variabilities and trends of rainfall and discharges in Tana
River Basin in Kenya using Mann–Kendall non-parametric test. Monthly rainfall data from …