Environmental Mining and Sustainable Development Research Unit           Geostatistics Research Unit                

H.R.F.I -'Basic Research Project ''GEONE''          

Contact Details                                                                                             

School of Mineral Resources Engineering                                                                        

Technical University of Crete

Assistant Professor: Emmanouil Varouchakis

Γνωστικό αντικείμενο: Γεωστατιστική στην Περιβαλλοντική Μεταλλευτική-Βιώσιμη Ανάπτυξη

GEOSTATISTICS IN ENVIRONMENTAL MINING - SUSTAINABLE DEVELOPMENT

Tel: 00302821037642

Email: evarouchakis@tuc.gr

New!! MSc Responsible Consumption and Production under Sustainable Mining  

October 2026

School of Mineral Resources Engineering TUC - Technical University of Leoben MUL

Technical University of Crete

Latest News

04/5-8/5/2026  EGU 2026, Hyfroinformatics Chair

28/4-3/5/2025  EGU 2025, Hyfroinformatics Chair

15/11//204 Kick Off Meeting Plan4cold

19-21/6/2024   Organization of geoENV2024

16/4/2024 Emmanouil Varouchakis continues as the chair of the hydroinformatics subdivision of the European Geosciences Union for the period 2024-2026

14/01/2024 Kick Off Meeting of Immersive virtual tours on critical minerals for clean energy transitions (IMMERSE) 02-05/04/2024

11/01/2024 Kick Off Meeting of GEONE Research Program

10/01/2024 DSS tool for groundwater modelling using surrogate models (Advanced Users)

20/11/2022  Special Issue "Geostatistics in the Life Cycle of Mines

1/6/2022 IGRAC, Groundwater monitoring country profile - Greece

4/2022 Emmanouil Varouchakis elected chair of the hydroinformatics subdivision of the European Geosciences Union for the period 2022-2024

26/03/2022 Summer Course, Novel Topics in Geoinformatics, School of Mineral Resources Engineering & American Association of Geographers

 

Conference Chair

 

 

Publications 2022

Courses

Applied Geostatistics (Undergraduate-Fall Semester)

Programming for Engineers (Undergraduate-Fall Semester)

Probability & Statistics for Engineers (Undergraduat-Spring Semester)

 

MSc Sustainable Technologies of Energy Resources and Raw Materials

Data science for Exploration and Exploitation (Graduate-Spring Semester)

Exploring Data Analytics (Graduate-Fall Semester)

 

MSc Geotechnology and the Environment

Time series analysis (Graduate-Fall Semester)

Probability & Statistics for Engineers (Undergraduate-Spring Semester)

Research projects

Scientific Coordinator


  • (Proof-of-Concept), GNΩSI, ''Χρηματοδότηση Λειτουργίας Δομών και Δράσεων Μεταφοράς Τεχνολογίας-Πολυτεχνείου Κρήτης'', Database preparation for the hydrplogical data of Crete,  2022-2023 (Completed)
  • Groundwater modelling of three aquifers in the context of the River Basin Management Plan update for the River Basin District of Crete (2022-2023 TUC Scientific Co-coordinator(Completed)
  • Uncertainty-aware intervention design for Mediterranean aquifer recharge Prince Albert II Foundation 2019-2022 (Completed)

 

Collaborative Researcher

  • GrEnMine Gravitational Energy storage in the post-Mine areas
  • REECOL Ecological rehabilitation of mining sites, 2023-2026
  • BioTrainValue: Marie Skłodowska-Curie Actions & Support to Experts A.3 – MSCA Staff Exchanges 2023-2026 (TUC group participant-Topic: Cost benefit analysis)
  • InTheMED “Innovative and Sustainable Groundwater Management in the Mediterranean” PRIMA-MED 2020-2023 (finished)
  • Sustain-COAST “Sustainable coastal groundwater management and pollution reduction through innovative governance in a changing climate” PRIMA-MED 2019-2022 (finished)

Publications 2024

Publications 2026

  • Nahed Ben-Salem, Amir Rouhani, Nadim K. Copty, Emmanouil A. Varouchakis, J. Jaime Gómez-Hernández, George P. Karatzas, Michael Rode, Seifeddine Jomaa, The role of secondary data in estimating groundwater levels in the Iberian Peninsula, Groundwater for Sustainable Development, Volume 33, 2026, 101594, https://doi.org/10.1016/j.gsd.2026.101594.
  • Vozinaki, AE.K., Anyfanti, I.V., Karatzas, G.P., E. Α. Varouchakis et al. Sustainable Water Governance: Insights from Living Lab Experiences. Water Resour Manage 40, 10 (2026). doi.org/10.1007/s11269-025-04383-4
  • M. D. Koltsidopoulou, A. Pavlides, D. T. Hristopulos, E. Α. Varouchakis+, (2026), Enhancing Geostatistical Analysis of Natural Resources Data with Complex Spatial Formations through non-Euclidean Distances, Mathematical Geosciences, accepted 29/12/2025

Publications 2025

  • A. Pavlides, M. D. Koltsidopoulou, M. Chrysanthi, E. A. Varouchakis+, (2025). A Kernel-Based Nonparametric Approach for Data Gaussian Anamorphosis, Mathematical Geosciences, https://doi.org/10.1007/s11004-025-10251-z
  • Baeza, D, Maleki, M. & Varouchakis, E. A. (2025). Leveraging pre-existing geological model to generate multiple realizations of geological domain through machine learning algorithms. Natural Resources Research, https://doi.org/10.1007/s11053-025-10572-0
  • Maleki, M., Mery, N., Soltani-Mohammadi, S., Plaza-Carvajal, J., & Varouchakis, E. A. (2025). Integrating geological domains into machine learning for ore grade prediction: A case study from a porphyry copper deposit. Minerals, 15(11), 1175; https://doi.org/10.3390/min15111175
  • M. K. Germanou, A. Pavlides, E A. Varouchakis+. “Comparison of Geostatistical and Machine Learning Methods for Spatial Analysis of Natural Resources Data,” Mathematical Geosciences, https://doi.org/10.1007/s11004-025-10239-9
  • M. Chrysanthi, A. Pavlides, E. A. Varouchakis+. “A Bayesian Geostatistical Approach to Analyzing Groundwater Depth in Mining Areas,” Geosciences, 2025, 15(11), 410; https://doi.org/10.3390/geosciences15110410
  • G. Xiroudakis, G. Saratsis, G.E. Exadaktylos, E. Machairas, E.A. Varouchakis, S. Mavrigiannakis, The effect of microstructure on the behavior of an underground excavation, Simulation Modelling Practice and Theory, Volume 147, 2026, 103241.

  • E.A. Varouchakis+, Konstantinos Komnitsas, Michail Galetakis. "Spatiotemporal Analysis of Vegetation Health and Moisture Dynamics in Rehabilitated Mining Quarries Using Satellite Imagery," Environmental Processes, https://doi.org/10.1007/s40710-025-00781-3

  • E.A. Varouchakis+, Ashok Krishnamurthy, Konstantinos Komnitsas. "Modeling Extreme Rainfall Using the Principle of Maximum Entropy," Mining, Metallurgy & Exploration, https://doi.org/10.1007/s42461-025-01274-5

  • E.A. Varouchakis+, M. D. Koltsidopoulou and A. Pavlides, 2025, Designing Robust Covariance Models for Geostatistical Applications, Stochastic Environmental Research and Risk Assessment, doi.org/10.1007/s00477-025-02982-6
  • Lyronis A., E. A. Varouchakis+, I. Anyfanti, G. P. Karatzas, 2025.  A Unified Open-Source Metabase Design for Hydro-meteorological Data Descriptive Analysis, Environmental Processes, DOI: 10.1007/s40710-025-00758-2
  • Hristopulos, D. T., Symeonidis, P., Tsakiridou, S., & Varouchakis, E. A., 2025. Causality Inference: A Comparison of Two Methods with Application to North Atlantic Oscillation and Rainfall in Greece. Mathematical Geosciences, 1-29. https://doi.org/10.1007/s11004-025-10181-w
  • Biniaris, D., Xiroudakis, G., Saratsis, G., Exadaktylos, G., & Varouchakis, E. A., 2025. Minimization of CO2 Emissions in Openpit Mines by Using Stochastic Simulations. Circular Economy and Sustainability, 1-29. https://doi.org/10.1007/s43615-024-00491-2
  • Machairas, E., Varouchakis, E.A.+, Sfakianakis, M., Rozakis, S., Deveci, M. and Galetakis, M., 2025. Cost–Benefit Analysis through Stochastic Risk Assessment on Mining Waste Management considering the Circular Economy’s Requirements. Journal of Cleaner Production, p.144388, https://doi.org/10.1016/j.jclepro.2024.144388

Publications 2023

Distictions

President of geoENVIa Association

European Geosciences Union (EGU) Hydroinformatics division Officer (2022-2024 & 2024-2026) Chair of Hydroinformatics, EGU

Team Members

Dr. Andreas Pavlidis, Mineral Resources Engineer, Postdoc Researcher, Geostatistics

 

Maria Koltsidopoulou, Electrical and Electronic Engineer, PhD candidate

Evangelos Machairas, Mineral Resources Engineer, PhD candidate, Cost–Benefit Analysis and Risk Assessment for Mining Activities

Maria Bolgkoranou, Mineral Resources Engineer, MSc, PhD candidate, Mining Geostatistics

Yulia Koroptsenko, Envisronmental Engineer, MSc

 

Maria Chrysanthi, graduate student, thesis topic: Multivariate geostatistics

Marianna Galanaki, graduate student, thesis topic: Geostatistics for Natural Resources evaluation

 

 

Former team members

Galanaki Marianna, undergraduate student, thesis topic: Geostatistical analysis of groundwater data in an area of mining activity

Kapsalis Ioannis-Anargyros, undergraduate student, thesis topic: Time series analysis

Evgenia Diamantopoulou, undergraduate student, thesis topic: Geostatistics in Environmental Mining 

Blatzonis Konstantinos, thesis topic: Geostatistics in Petroleum Resources

Research Collaborations

 

 

Highlights

SOM classification of Groundwater wells in Southern Europe and Crete