Flood prediction using machine learning models: Literature review
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 …
The research on the advancement of flood prediction models contributed to risk reduction …
Assessing extremes in hydroclimatology: A review on probabilistic methods
Here we review methods used for probabilistic analysis of extreme events in
Hydroclimatology. We focus on streamflow, precipitation, and temperature extremes at …
Hydroclimatology. We focus on streamflow, precipitation, and temperature extremes at …
Accurate computation of a streamflow drought index
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 …
index (SSI), which allows accurate spatial and temporal comparison of the hydrological …
Drought analysis in the Awash river basin, Ethiopia
This study analyzes drought characteristics in the Awash River Basin of Ethiopia based on
meteorological and hydrological variables. Standardized precipitation index is used for …
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
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 …
drought due to poor and delayed monsoon, abnormally high summer-temperature and …
Hydrological drought assessment in Northwestern Iran based on streamflow drought index (SDI)
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 …
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
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 …
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 …
spatiotemporal correlation structures and probability distributions that can be continuous …
Model selection techniques for the frequency analysis of hydrological extremes
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 …
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
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 …
temporal scales of 1–48months in 88 catchments of the Ebro basin (northeast Spain). The …