Support vector machine applications in the field of hydrology: a review

PC Deka - Applied soft computing, 2014 - Elsevier
In the recent few decades there has been very significant developments in the theoretical
understanding of Support vector machines (SVMs) as well as algorithmic strategies for …

Parameter estimation and uncertainty analysis in hydrological modeling

PA Herrera, MA Marazuela… - Wiley Interdisciplinary …, 2022 - Wiley Online Library
Nowadays, mathematical models of hydrological systems are used routinely to guide
decision making in diverse subjects, such as: environmental and risk assessments, design …

[HTML][HTML] A spatially comprehensive, hydrometeorological data set for Mexico, the US, and Southern Canada 1950–2013

B Livneh, TJ Bohn, DW Pierce, F Munoz-Arriola… - Scientific data, 2015 - nature.com
A data set of observed daily precipitation, maximum and minimum temperature, gridded to a
1/16 (~ 6 km) resolution, is described that spans the entire country of Mexico, the …

Comprehensive review: Advancements in rainfall-runoff modelling for flood mitigation

M Jehanzaib, M Ajmal, M Achite, TW Kim - Climate, 2022 - mdpi.com
Runoff plays an essential part in the hydrological cycle, as it regulates the quantity of water
which flows into streams and returns surplus water into the oceans. Runoff modelling may …

A review of catchment-scale water quality and erosion models and a synthesis of future prospects

B Fu, WS Merritt, BFW Croke, TR Weber… - … modelling & software, 2019 - Elsevier
Catchment-scale water quality models have become important tools for water quality
management, planning and reporting worldwide. In this review, we synthesise recent …

Physically based soil erosion and sediment yield models revisited

A Pandey, SK Himanshu, SK Mishra, VP Singh - Catena, 2016 - Elsevier
A plenty of models exist for study of the soil erosion and sediment yield processes. However,
these models vary significantly in terms of their capability and complexity, input …

An overview of rainfall-runoff model types

J Sitterson, C Knightes, R Parmar, K Wolfe, B Avant… - 2018 - scholarsarchive.byu.edu
This paper aims to inform the audience of the strengths and weaknesses of various rainfall-
runoff models. Runoff plays an important role in the hydrological cycle by returning excess …

[HTML][HTML] Techniques for calibration and validation of SWAT model in data scarce arid and semi-arid catchments in South Africa

AG Mengistu, LD van Rensburg, YE Woyessa - Journal of Hydrology …, 2019 - Elsevier
Study region This study was conducted in Soutloop River Catchment, Northern Cape, South
Africa. Study focus Although hydrologic models play a critical role in the management of …

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 …

A rational performance criterion for hydrological model

D Liu - Journal of Hydrology, 2020 - Elsevier
Performance criteria are essential for hydrological model identification or its parameters
estimation. The Kling-Gupta efficiency (KGE), which combines the three components of …