Rainfall erosivity and its estimation: Conventional and machine learning methods
K Vantas, E Sidiropoulos… - Soil erosion-rainfall …, 2019 - books.google.com
Rainfall erosivity concerns the ability of rainfall to cause erosion on the surface of the earth.
The difficulty in modeling the distribution, the size, and the terminal velocity of raindrops in …
The difficulty in modeling the distribution, the size, and the terminal velocity of raindrops in …
Robustness spatiotemporal clustering and trend detection of rainfall erosivity density in Greece
Soil erosion is affected by rainfall, among other factors, and it is likely to increase in the
future due to climate change impacts, resulting in higher rainfall intensities. This paper …
future due to climate change impacts, resulting in higher rainfall intensities. This paper …
[PDF][PDF] hydroscoper: R interface to the Greek National Data Bank for Hydrological and Meteorological Information
K Vantas - Journal of Open Source Software, 2018 - joss.theoj.org
Summary The Greek National Data bank for Hydrological and Meteorological Information,
Hydroscope (Hydroscope 2018), is the result of long-standing efforts by numerous Greek …
Hydroscope (Hydroscope 2018), is the result of long-standing efforts by numerous Greek …
Temporal Elevation Trend Detection of Rainfall Erosivity Density in Greece
This paper presents certain characteristics of trends in rainfall erosivity density (ED), that
have not been so far investigated in depth in the current literature. Raw pluviograph data …
have not been so far investigated in depth in the current literature. Raw pluviograph data …
Estimating rainfall erosivity from daily precipitation using generalized additive models
K Vantas, E Sidiropoulos, C Evangelides - Environmental Sciences …, 2020 - mdpi.com
One of the most important natural processes responsible for soil loss is rainfall-induced
erosion. The calculation of rainfall erosivity, as defined in the Universal Soil Loss Equation …
erosion. The calculation of rainfall erosivity, as defined in the Universal Soil Loss Equation …
[PDF][PDF] Rainfall Temporal Distribution in Thrace by Means of an Unsupervised Machine Learning Method
K Vantas, E Sidiropoulos… - Proceedings of the …, 2018 - researchgate.net
An unsupervised method that utilizes a combination of statistical and machine learning
techniques is presented in order to classify statistically independent rainstorm events and …
techniques is presented in order to classify statistically independent rainstorm events and …
[PDF][PDF] Simulation of Liquid Flow Permeability for Dendritic Structures during Solidification Process
Alloy solidification is a two stage process, which starts by nucleation and ends by growth of
solid phases. Subsequently, number, distribution and morphology (dendritic or nondendritic) …
solid phases. Subsequently, number, distribution and morphology (dendritic or nondendritic) …