Publications

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K Vantas, K Kaffas, E Sidiropoulos, V Hrissanthou. Adaptation of the Engelund-Hansen formula to Nestos River, Greece. In 7th International Association for Hydro-Environment Engineering and Research, 2022.

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K Vantas. Improving the positional accuracy of cadastral maps via Machine Learning methods. In AUTH, 2022.

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N Bezak, P Borrelli, K Vantas, et al.. Soil erosion modelling: A bibliometric analysis. In Environmental research, 2021.

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K Vantas, E Sidiropoulos. Knowledge discovery using clustering analysis of rainfall timeseries. EGU2021, 2021.

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K Vantas, E Sidiropoulos. Intra-storm pattern recognition through fuzzy clustering . In Hydrology, 2021.

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E Sidiropoulos, K Vantas, V Hrissanthou, T Papalaskaris. Extending the Applicability of the Meyer–Peter and Müller Bed Load Transport Formula. In Water, 2021.

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P Borrelli, C Alewell, K Vantas, et al.. Soil erosion modelling: A global review and statistical analysis. In Science of The Total Environment, 2021.

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K Vantas, E Sidiropoulos, C Evangelides. Estimating rainfall erosivity from daily precipitation using generalized additive models. Environ. Sci. Proc. 2020, 2020.

PDF Project Source Document The 4th EWaS International Conference

K Vantas, E Sidiropoulos, A Loukas. Estimating current and future rainfall erosivity in Greece using regional climate models and spatial quantile regression forests. In Water, 2020.

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N Bezak, P Borrelli, K Vantas, et al.. Soil erosion modelling: A bibliometric analysis . In EGU2020s, 2020.

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K Vantas, E Sidiropoulos, M Vafeiadis. Optimal temporal distribution curves for the classification of heavy precipitation using hierarchical clustering on principal components. In Global NEST, 2019.

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K Vantas, E Sidiropoulos, C Evangelides. Rainfall Erosivity and Its Estimation: Conventional and Machine Learning Methods. In Soil Erosion, 2019.

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K Vantas, E Sidiropoulos, A Loukas. Robustness Spatiotemporal Clustering and Trend Detection of Rainfall Erosivity Density in Greece . In Water, 2019.

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K Vantas, E Sidiropoulos, C Evangelides. A data driven approach for the temporal classification of heavy rainfall using Self-Organizing Maps. EGU2019, 2019.

PDF Poster Source Document EGU 2019

E Sidiropoulos, K Vantas, C Evangelides. Spatial groundwater resource allocation by means of extremal optimization, combined with a cellular automata component. EGU2019, 2019.

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K Vantas, E Sidiropoulos, A Loukas. Temporal and elevation trend detection of rainfall erosivity density in Greece. 3rd International Electronic Conference on Water Sciences, 2018.

PDF Source Document 3rd International Electronic Conference on Water Sciences

K Vantas. hydroscoper: R interface to the Greek National Data Bank for Hydrological and Meteorological Information. In Journal of Open Source Software, 2018.

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K Vantas, E Sidiropoulos, M Vafeiadis. Rainfall temporal distribution in Thrace by means of an unsupervised machine learning method. preXIV, 2018.

PDF Source Document Protection and Restoration of the Environment

K Vantas, E Sidiropoulos. Imputation of erosivity values under incomplete rainfall data by machine learning methods. In European Water, 2017.

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S Yannopoulos, K Vantas, C. Tzimopoulos, C. Evaggelidis. Modeling distribution system water quality with HYDROSIM model. In EWRA Seventh International Conference, 2009.

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