Konstantinos Vantas
Konstantinos Vantas
Verified email at topo.auth.gr - Homepage
TitleCited byYear
Imputation of erosivity values under incomplete rainfall data by machine learning methods
K Vantas, E Sidiropoulos
European Water 57, 193-199, 2017
42017
hydroscoper: R interface to the Greek National Data Bank for Hydrological and Meteorological Information
K Vantas
Journal of Open Source Software 3 (23), 625, 2018
32018
Hyetor: R Package to Analyze Fixed Interval Precipitation Time Series. 2019
K Vantas
http://doi.org/10.5281/zenodo.1403156, 2019
2*2019
Determination of rainfall erosivity in the framework of data science using machine learning and geostatistics methods
K Vantas
Aristotle University of Thessaloniki, 2017
22017
Temporal and elevation trend detection of rainfall erosivity density in Greece
K Vantas, E Sidiropoulos, A Loukas
3rd International Electronic Conference on Water Sciences (ECWS-3), 2018
12018
Rainfall Erosivity and Its Estimation: Conventional and Machine Learning Methods
K Vantas, E Sidiropoulos, C Evangelides
Soil Erosion, 2019
2019
Robustness Spatiotemporal Clustering and Trend Detection of Rainfall Erosivity Density in Greece
K Vantas, E Sidiropoulos, A Loukas
Water 11 (5), 1050, 2019
2019
Spatial groundwater resource allocation by means of extremal optimization, combined with a cellular automata component
E Sidiropoulos, K Vantas, C Evangelides
EGU General Assembly 2019 21 (EGU2019-10923), 2019
2019
A data driven approach for the temporal classification of heavy rainfall using Self-Organizing Maps
K Vantas, E Sidiropoulos, M Vafeiadis
EGU General Assembly 2019 21 (EGU2019-10680), 2019
2019
Rainfall Temporal Distribution in Thrace by Means of an Unsupervised Machine Learning Method
K Vantas, E Sidiropoulos, M Vafiadis
Protection and Restoration of the Environment XIV, 555 - 564, 2018
2018
noar: R interface to the National Observatory of Athens weather stations network
K Vantas
R package version 0.1.0, URL https://github.com/kvantas/noar, 2018
2018
erosivity: Calculation of rainfall erosivity using precipitation records
K Vantas
R package version 0.1.0, URL https://github.com/kvantas/erosivity, 2018
2018
emyweather: Climate data from the Greek National Meteorological Service
K Vantas
R package version 0.1.0, URL https://github.com/kvantas/emyweather, 2018
2018
Modeling distribution system water quality with HYDROSIM model
S Yannopoulos, K Vantas, C Tzimopoulos, C Evaggelidis
EWRA Seventh International Conference, 487-494, 2009
2009
Simulation of Water Quality in Water Distribution Networks
K Vantas
School of Rural and Surveying Engineering, Aristotle University of Thessaloniki, 2007
2007
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Articles 1–15