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Konstantinos Vantas
Konstantinos Vantas
Verified email at topo.auth.gr - Homepage
Title
Cited by
Cited by
Year
Soil erosion modelling: A global review and statistical analysis
P Borrelli, C Alewell, P Alvarez, JAA Anache, J Baartman, C Ballabio, ...
Science of The Total Environment 780, 146494, 2021
4892021
Soil erosion modelling: A bibliometric analysis
N Bezak, M Mikoš, P Borrelli, C Alewell, P Alvarez, JAA Anache, ...
Environmental research 197, 111087, 2021
1202021
Estimating current and future rainfall erosivity in Greece using regional climate models and spatial quantile regression forests
K Vantas, E Sidiropoulos, A Loukas
Water 12 (3), 687, 2020
252020
Rainfall erosivity and its estimation: Conventional and machine learning methods
K Vantas, E Sidiropoulos, C Evangelides
Soil erosion-rainfall erosivity and risk assessment 19, 2019
242019
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
142018
Robustness spatiotemporal clustering and trend detection of rainfall erosivity density in Greece
K Vantas, E Sidiropoulos, A Loukas
Water 11 (5), 1050, 2019
112019
Imputation of erosivity values under incomplete rainfall data by machine learning methods
K Vantas, E Sidiropoulos
European Water 57, 193-199, 2017
72017
Intra-storm pattern recognition through fuzzy clustering
K Vantas, E Sidiropoulos
Hydrology 8 (2), 57, 2021
62021
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
42018
Knowledge discovery using clustering analysis of rainfall timeseries
K Vantas, E Sidiropoulos
EGU General Assembly Conference Abstracts, EGU21-14758, 2021
32021
Extending the Applicability of the Meyer–Peter and Müller Bed Load Transport Formula
E Sidiropoulos, K Vantas, V Hrissanthou, T Papalaskaris
Water 13 (20), 2817, 2021
32021
Optimal temporal distribution curves for the classification of heavy precipitation using hierarchical clustering on principal components
K Vantas, E Sidiropoulos, M Vafiadis
Global NEST Journal 21 (4), 530 - 538, 2019
32019
Hyetor: R Package to Analyze Fixed Interval Precipitation Time Series. 2019
K Vantas
http://doi.org/10.5281/zenodo.1403156, 2019
3*2019
Determination of rainfall erosivity in the framework of data science using machine learning and geostatistics methods
K Vantas
Aristotle University of Thessaloniki, 2017
32017
Estimating rainfall erosivity from daily precipitation using generalized additive models
K Vantas, E Sidiropoulos, C Evangelides
Environmental Sciences Proceedings 2 (1), 21, 2020
22020
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
22019
A global bibliometric perspective on soil erosion modelling
B Nejc, B Pasquale, A Christine, F Pablo,Armando,Alvarez, ...
EGU General Assembly 2020, 2020
1*2020
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
12018
Extreme rainfall analysis including seasonality in Athens, Greece
K Vantas, A Loukas
MDPI, 2024
2024
Adaptation of the Engelund-Hansen formula to Nestos River, Greece
K Vantas, K Kaffas, E Sidiropoulos, V Hrissanthou
7th International Association for Hydro-Environment Engineering and Research …, 2022
2022
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