Using R in hydrology: a review of recent developments and future directions
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 …
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 …
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 …
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 …
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
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 …
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
Gridded precipitation products (GPPs) represent an alternative to and a complement to
gauge-based observations of precipitation, improving the representation of spatio-temporal …
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
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 …
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 …
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
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 …
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
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 …
River Basin in Kenya using Mann–Kendall non-parametric test. Monthly rainfall data from …