Flood prediction using machine learning models: Literature review

A Mosavi, P Ozturk, K Chau - Water, 2018 - mdpi.com
Floods are among the most destructive natural disasters, which are highly complex to model.
The research on the advancement of flood prediction models contributed to risk reduction …

Assessing extremes in hydroclimatology: A review on probabilistic methods

SD Nerantzaki, SM Papalexiou - Journal of Hydrology, 2022 - Elsevier
Here we review methods used for probabilistic analysis of extreme events in
Hydroclimatology. We focus on streamflow, precipitation, and temperature extremes at …

Accurate computation of a streamflow drought index

SM Vicente-Serrano, JI López-Moreno… - Journal of Hydrologic …, 2012 - ascelibrary.org
In this study, the authors investigated an approach to calculate the standardized streamflow
index (SSI), which allows accurate spatial and temporal comparison of the hydrological …

Drought analysis in the Awash river basin, Ethiopia

DC Edossa, MS Babel, A Das Gupta - Water resources management, 2010 - Springer
This study analyzes drought characteristics in the Awash River Basin of Ethiopia based on
meteorological and hydrological variables. Standardized precipitation index is used for …

Monitoring drought dynamics in the Aravalli region (India) using different indices based on ground and remote sensing data

C Bhuiyan, RP Singh, FN Kogan - … Journal of Applied Earth Observation and …, 2006 - Elsevier
The hard-rock hilly Aravalli terrain of Rajasthan province of India suffers with frequent
drought due to poor and delayed monsoon, abnormally high summer-temperature and …

Hydrological drought assessment in Northwestern Iran based on streamflow drought index (SDI)

H Tabari, J Nikbakht… - Water resources …, 2013 - Springer
Drought is a natural and worldwide phenomenon that occurs when water availability is
significantly below normal levels during a significant period of time and cannot meet …

Probabilistic flood inundation map** of ungauged rivers: Linking GIS techniques and frequency analysis

A Sarhadi, S Soltani, R Modarres - Journal of Hydrology, 2012 - Elsevier
This study presents an exhaustive methodology of floodplain map** at ungauged rivers.
To present our methodology, we selected the Halilrud basin and Jiroft city in southeastern …

Unified theory for stochastic modelling of hydroclimatic processes: Preserving marginal distributions, correlation structures, and intermittency

SM Papalexiou - Advances in water resources, 2018 - Elsevier
Hydroclimatic processes come in all “shapes and sizes”. They are characterized by different
spatiotemporal correlation structures and probability distributions that can be continuous …

Model selection techniques for the frequency analysis of hydrological extremes

F Laio, G Di Baldassarre… - Water Resources …, 2009 - Wiley Online Library
The frequency analysis of hydrological extremes requires fitting a probability distribution to
the observed data to suitably represent the frequency of occurrence of rare events. The …

Hydrological response to climate variability at different time scales: A study in the Ebro basin

JI López-Moreno, SM Vicente-Serrano, J Zabalza… - Journal of …, 2013 - Elsevier
In this study we analyzed the response of monthly runoff to precedent climatic conditions at
temporal scales of 1–48months in 88 catchments of the Ebro basin (northeast Spain). The …