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Ioannis C. Trichakis

Observed names: I. C. Trichakis, I. Trichakis, I.C. Trichakis, IOANNIS TRICHAKIS, Ioannis Trichakis, TRICHAKIS Ioannis, Trichakis Ioannis, Trichakis, Ioannis, Yanni Trichakis
ORCID: 0000-0002-1463-8625
Observed ORCID: 0000-0002-1463-8625
OpenAlex ID: A5036664661
Artificial Neural Network (ANN) Based Modeling for Karstic Groundwater Level Simulation
2010 · Ioannis C. Trichakis, Ioannis K. Nikolos, et al. · Water Resources Management · 107
A spatio-temporal hybrid neural network-Kriging model for groundwater level simulation
2014 · Evdokia Tapoglou, George P. Karatzas, et al. · Journal of Hydrology · 104
The Water-Energy-Food-Ecosystem Nexus in the Mediterranean: Current Issues and Future Challenges
2021 · Ad De Roo, Ioannis Trichakis, et al. · Frontiers in Climate · 62
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Groundwater-level forecasting under climate change scenarios using an artificial neural network trained with particle swarm optimization
2013 · Evdokia Tapoglou, Ioannis C. Trichakis, et al. · Hydrological Sciences Journal · 61
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Optimal selection of artificial neural network parameters for the prediction of a karstic aquifer's response
2009 · Ioannis C. Trichakis, Ioannis K. Nikolos, et al. · Hydrological Processes · 51
Artificial Neural Networks and Multiple Linear Regression for Filling in Missing Daily Rainfall Data
2022 · Ioannis Papailiou, Fotios Spyropoulos, et al. · Water · 37
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The overlooked impacts of freshwater scarcity on oceans as evidenced by the Mediterranean Sea
2025 · Diego Macias, Berny Bisselink, et al. · Nature Communications · 32
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Modeling Groundwater Nitrate Contamination Using Artificial Neural Networks
2022 · Christina Stylianoudaki, Ioannis Trichakis, et al. · Water · 27
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Towards a Pan-European Integrated Groundwater and Surface Water Model: Development and Applications
2017 · I. Trichakis, P. Burek, et al. · Environmental Processes · 26
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Comparison of bootstrap confidence intervals for an ANN model of a karstic aquifer response
2011 · Ioannis Trichakis, Ioannis Nikolos, et al. · Hydrological Processes · 24
A Narrative-Driven Role-Playing Game for Raising Flood Awareness
2022 · Fotios Spyropoulos, Ioannis Trichakis, et al. · Sustainability · 17
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Artificial Neural Networks (ANNs) and Multiple Linear Regression (MLR) Analysis Modelling for Predicting Chemical Dosages of a Water Treatment Plant (WTP) of Drinking Water
2025 · Stylianos Gyparakis, Ioannis Trichakis, et al. · Water · 16
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An integrated method to study and plan aquifer recharge
2022 · EmmanouilA. Varouchakis, Eleftheria Kalaitzaki, et al. · Hydrology research · 16
Hydraulic head uncertainty estimations of a complex artificial intelligence model using multiple methodologies
2019 · E. Tapoglou, E. A. Varouchakis, et al. · Journal of Hydroinformatics · 12
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Remote sensing for detecting freshly manured fields
2023 · Oscar D. Pedrayes, Rubén Usamentiaga, et al. · Ecological Informatics · 10
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Using Artificial Neural Networks to Predict Operational Parameters of a Drinking Water Treatment Plant (DWTP)
2024 · Stylianos Gyparakis, Ioannis Trichakis, et al. · Water · 8
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Flood risk assessment and flow modeling of the Stalos stream area
2022 · Christos Goumas, Ioannis Trichakis, et al. · Journal of Hydroinformatics · 8
Values and Preferences for Domestic Water Use: A Study from the Transboundary River Basin of Mékrou (West Africa)
2018 · Vasileios Markantonis, Celine Dondeynaz, et al. · Water · 6
Assessing Compliance to EU Nitrate Pollution Regulations by Detecting Manure Applications in Time Series of Sentinel-2 Acquisitions
2023 · David Marzi, Fabio Dell’Acqua, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 4
Evaluation of multispectral data for recent manure application: A case study in northern Spain
2024 · Oscar D. Pedrayes, Rubén Usamentiaga, et al. · Ecological Indicators · 3
Effects of EU policy and climate change on future delivery of nutrients to European seas
2024 · Bruna Grizzetti, Angel Udias, et al. · EGU General Assembly Conference Abstracts · 1
Living Labs towards sustainable groundwater management: case study in Malia, Crete, Greece
2021 · George Karatzas, Anthi-Eirini Vozinaki, et al. · EGU General Assembly Conference Abstracts · 1
3D modelling of a hydrological structure combining spatial data science and geophysics: Application to a coastal aquifer system in the island of Crete, Greece
2021 · Emmanouil Varouchakis, Leonardo Azevedo, et al. · EGU General Assembly Conference Abstracts · 1
Blending satellite and ground precipitation observations using geostatistics and machine learning
2019 · Karatzas, George P, Varouchakis, Emmanouil A, et al. · EGU General Assembly Conference Abstracts · 1
Uncertainty analysis of a combined Artificial Neural Network - Fuzzy logic - Kriging system for spatial and temporal simulation of Hydraulic Head.
2015 · Evdokia Tapoglou, George P. Karatzas, et al. · EGU General Assembly Conference Abstracts · 1
Works count: 44
Citation count: 640
H-index: 13
I10-index: 15
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