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Publications
Escada, C., & Azevedo, L. (2023). Facies model generation with deep variational autoencoders. Fifth EAGE Conference on Petroleum Geostatistics - Towards a Sustainable Era of Geoenergy, 24(4).
Pereira, J. L., Gómez-Hernández, J. J., Zanini, A., Varouchakis, E. A., & Azevedo, L. (2023). Iterative geostatistical electrical resistivity tomography inversion. Hydrogeology Journal. https://doi.org/10.1007/s10040-023-02683-w
Fagandini, C., Todaro, V., Tanda, M.G., Pereira J.L., Azevedo L., Zanini A. (2023) Missing Rainfall Daily Data: A Comparison Among Gap-Filling Approaches. Math Geosci. doi:10.1007/s11004-023-10078-6
Anyfanti, I. V., Lyronis, A., Diakoparaskevas, P., Varouchakis, E., and Karatzas, G. P. (2023): Sustainable groundwater management using a combined simulation–optimization approach, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-5943
Azevedo, L. and L. Pereira, J.: Deep generative inversion of ERT data for electrical resistivity, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-15753
Fagandini, C., Todaro, V., Tanda, M. G., Pereira, J. L., Azevedo, L., and Zanini, A. (2023): Evaluation of three Gap-Filling techniques for daily rainfall data sets: a case study in Portugal, EGU General Assembly 2023,Vienna,Austria, 24–28 Apr, EGU23-1410
Tanda, M. G., Akrout, H., Secci, D., Todaro, V., Zanini, A., D'oria, M., Baccouche, H., Mansouri, I., Mellah, T., and Ghrabi, A.: Evaluation of the impact of climate change on the shallow aquifer of Grombalia(Tunisia). EGU2023,Austria,24–28 Apr,EGU23-4402
Secci, D., Todaro, V., Yologlu, et al. (2023): An artificial neural network as a quick tool to assess the effects of climate change and agricultural policies on groundwater resources, EGU General Assembly 2023, Vienna, Austria, 24–28 Apr 2023, EGU23-5801
Yoloğlu, O. C., Uygur, I., Copty, N. K., Daloğlu Çetinkaya, I, and Saysel, A. K. (2023). Evaluation of Different Water Management Practices for the Sustainable Use of Groundwater Resources in the Konya Closed Basin. EGU 2023, Vienna, Austria, EGU23-8796
Khandandel, M., Yoloğlu, O. C., Secci, D., Todaro, V., Daloğlu Çetinkaya, I., Copty, N. K., & Saysel, A. K. (2023) Drought Risk Assessment for an Agricultural Basin in Turkey using SPEI and SPI. EGU European General Assembly 2023 Vienna,Austria,EGU23-8726
Uygur, Izel, Yoloğlu, Onur Cem, Copty, Nadim Kamel, Daloğlu Çetinkaya, Irem, & Saysel, Ali Kerem (2023): Partial validation of a socio-economic system dynamics model against a process based hydro-geological model. EGU 2023, Vienna, Austria. EGU23-3417
Karatzas, G. P. (2023). Sustainable coastal groundwater management through innovative governance in a changing climate. 12th World Congress of the European Water Resources Association (EWRA) on Water Resources and Environment. 27 June - 1 July, Greece
Emmanouil Varouchakis, Seifeddine Jomaa & George Karatzas (2023). Combination of geostatistics and self-organizing maps for the spatial analysis of groundwater level variations in complex hydrogeological systems. https://doi.org/10.1007/s00477-023-02436-x
Stefanarou, Anthi S., Katzourakis, Vasileios E., Fu, Fenglian, Malandrakis, Anastasios A., & Chrysikopoulos, Constantinos V. (2023). Transport of Thiophanate Methyl in Porous Media in the Presence of Titanium Dioxide Nanoparticles. Water 2023, 15, 1415.
Godoy, V. and Gómez-Hernández, J. (2023): Pumping strategies towards sustainable use in a stressed aquifer: A case study at the Eastern Mancha Aquifer (Spain), EGU General Assembly 2023, Vienna, Austria, https://doi.org/10.5194/egusphere-egu23-5924
Uribe-Asarta, J., A. Godoy, V., and Gómez-Hernández, J. J. (2023): Random Forests-Based Surrogate Model as a Tool to Facilitate Groundwater Management, EGU General Assembly 2023, Vienna, Austria, https://doi.org/10.5194/egusphere-egu23-13470
Jomaa, S., Chavez, R., Ben-Salem, N., Varouchakis, E., K. Copty, N., P. Karatzas, G., Rode, M., and Gómez-Hernández, J. J. (2023): Power of groundwater data sharing in the Mediterranean region, EGU General Assembly 2023, Vienna, 24–28 Apr, EGU23-8037
Akrout, H., Mellah, T., Mansouri, L., Baccouche, H., and Ghrabi, A. (2023): Assessment of sustainable textile Wastewater Treatment for providing of non-conventional Water-resource related to other activities, https://doi.org/10.5194/egusphere-egu23-3966
Panagiotou, C. F., Akrout, H., Baccouche, H., Mellah, T., Mansouri, L., and Ghrabi, A. (2023): Assessment of groundwater quality and piezometric levels using geostatistical methods in Grombalia aquifer,Tunisia.https://doi.org/10.5194/egusphere-egu23-13827
Akrout, H.; Baccouche, H.; Mellah, T.; Mansouri, L. & Ghrabi, A. (2022). HRMS-based Innovative Monitoring of Grombalia Groundwater (Tunisia). Mediterranean Geosciences Union (MedGU), Marrakech, 27-30 November
Vanessa A. Godoy and J. Jaime Gómez-Hernández (2022). Estrategias de bombeo hacia el uso sostenible del acuífero de La Mancha Oriental. In proceedings of the Congreso Ibérico de las Aguas Subterráneas (CIAS2022), Albacete (Spain), 23-25 November
J. Jaime Gómez-Hernández, Vanessa A. Godoy and Gian F. Napa-García (2022). Una fusión de bosques aleatorios y el filtro de Kalman para mejorar la modelación inversa. Congreso Ibérico de las Aguas Subterráneas (CIAS2022), Albacete (Spain), 23-25 Nov 2022
Akrout, H.; Baccouche, H.; Boukhchina, S.; Mellah, T.; Mansouri, L. & Ghrabi, A. (2022). Hotspots' identification using groundwater quality assessment related to the Grombalia shallow aquifer, Tunisia. 4 Euro-Mediterranean Conference, 20-23 Oct., Sousse
Segura-Calero, S. López-Pérez, E. Rubio-Martín, A., Almeida-De-Godoy et al. (2022). Multi-stakeholder participation in the diagnosis and measures of the Requena-Utiel groundwater body towards sustainability transition, Valencia (Spain), 6-8 October 2022
Silva, R. C., Reinecke, R., Sharifi, E., Güntner, A., Gómez-Hernández, J. J. and Jomaa, S. (2022). Assessing the G3P as a groundwater monitoring tool in the Iberian Peninsula. Sustain Valencia 2022, Valencia (Spain)
Daloğlu Çetinkaya, İ., Uygur, İ., Saysel, A. K., Yoloğlu, O. C., Copty, N. Groundwater use in a semi-arid area: Governance of an overexploited resource. Sustain Valencia 2022, Valencia (Spain), 6-8 October 2022
Uygur, İ., Tunca, M. C. Cooperative behavior in a groundwater irrigated social-agricultural context. Sustain Valencia 2022, Valencia, Spain, 6-8 October 2022
Bal, E., Saysel, A. K (2022). A multiplayer simulation game of groundwater appropriation problems in irrigation. Sustain Valencia 2022, Valencia, Spain, 6-8 October 2022
Todaro V., Secci D., D’Oria M., Tanda M.G., Zanini A. (2022), Climate change impact on a Mediterranean aquifer. Sustain Valencia 2022 · Achieving Sustainable Groundwater Management: Promising Directions and Unresolved Challenges, Valencia, Spain
Vanessa A. Godoy, Janire Uribe-Asarta, and J. Jaime Gómez-Hernández (2022). Innovative and accessible tool to support groundwater management in the Requena-Utiel and Cabrillas-Malacara aquifers in Spain. 7th IAHR Europe Congress
Godoy,V.A., Secci,D., Uribe-Asarta,J., Gómez-Hernández,J.J., Pulido-Velazquez,M., López,E.P., Molla,M.G., Martín,A.R., Gunn,E.L., Calero,S.S. and Ibor,C.S. (2022). Living Lab on improving groundwater governance in the Requena-Utiel aquifer. 7th IAHR
Todaro V., Secci D., D’Oria M., Tanda M.G., Zanini A., Azevedo L., Ghrabi A., Gómez-Hernández J.J., Jomaa S., Karatzas G.P., Saysel A.K. (2022), . Local climate chage assessment at five pilot sites in the MED region. 7th IAHR Europe Congress
Anyfanti I, Karatzas G. P., Varouchakis E., Diakoparaskevas P., (2022). Application of a Fuzzy Inference System in decision making for water resources management, 7th IAHR Europe Congress, Athens, Greece, 7 – 9 September, p.121-122
Varouchakis E., Azevedo L., Pereira J. L., Karatzas G.P., Jomaa S., Blending geostatistics and geophysics to develop the hydrogeological structure of a coastal aquifer system, 7th IAHR Europe Congress, Athens, Greece, 7 – 9 September, p.125-126
Yoloğlu, O.C., Copty, N. K., Tunca, M. C., Daloğlu, I., Saysel, A. K. (2022). Regional-Scale Modeling of Surface-Subsurface Flow: The Konya Closed Basin Case Study. 7th IAHR Europe Congress. Athens, Greece. 7-9 September, p.131-132
Molino L., Secci D., Zanini A. (2022), Groundwater contaminant source characterization through artificial neural networks, Proceedings of 14th International Conference on Geostatistics for Environmental Applications, geoENV2022, Parma (I), 22-24 June 2022
Varouchakis E., Karatzas G.P., Trichakis I. (2022). Application of geostatistics and Self – Organizing Maps for estimation of groundwater level spatial distribution in complex hydrogeological systems. 14th geoEnv, Parma (Italy)
Janire Uribe-Asarta, Vanessa A. Godoy, and J. Jaime Gómez-Hernández (2022). Surrogate models as management tools for the Requena-Utiel and Cabrillas-Malacara aquifers. In proceedings of the geoENV2022, Parma (Italy), 22 to 24 June
Vanessa A. Godoy, Gian F. Napa, and J. Jaime Gómez-Hernández (2022). Machine learning-based inverse modeling for the identification of hydraulic conductivity. In proceedings of the geoENV2022, Parma (Italy), 22 to 24 June
João Lino Pereira, Mafalda Oliveira, Rui Guinote, J. Jaime Gómez-Hernández, and Leonardo Azevedo (2022). Geostatistical Electrical Resistivity Tomography inversion for groundwater characterization. In proceedings of the geoENV2022, Parma (Italy), 22 to 24
Yoloğlu, O.C., Copty, N. K., Uygur, İ, Tunca, M. C., Bal, E., Yetişti, B., Daloğlu, I., Saysel, A. K. (2022). Coupled Surface-Subsurface Hydrological Model for the Estimation of Net Recharge of the Konya Closed Basin, Turkey. 14th GeoEnv, Parma (Italy)
Spyropoulos F., Karatzas G. P., Trichakis I. (2022). Gradual calibration of the boundary conditions of a three dimentional groundwater model (FEFLOW) of the Typmaki aquifer, Crete, 15th Congress of the Hellenic Hydrotechnical Association, Thessaloniki
Vanessa A. Godoy, Janire Uribe-Asarta, Gian F. Napa, and J. Jaime Gómez-Hernández (2022). Surrogate models for aquifer modeling. In proceedings of the InterPore2022, Abu Dhabi (United Arab Emirates), 30 May to 2 June
J. Jaime Gómez-Hernández, Vanessa A. Godoy, and Gian F. Napa (2022). Twisting the ensemble Kalman filter with random forest. In proceedings of the InterPore2022, Abu Dhabi (United Arab Emirates), 30 May to 2 June
Chavez Garcia Silva, R., Ben-Salem, N., Reinecke, R., Rode, M., and Jomaa, S.: Understanding groundwater drivers in the Mediterranean region using a combination of modeling and in-situ data at a regional scale, IAHS-AISH Scientific Assembly, France
Jomaa, S., Ben-Salem, N., Chávez, R., Reinecke, R., Varouchakis, E., Vasco Silva, J., Ceseracciu, C., et al. (2022). Inclusive and resilient groundwater assessment towards sustainable development in the Mediterranean region. IAHS-AISH Scientific Assembly
Chavez Garcia Silva, R., Reinecke, R., Varouchakis, E., Gómez-Hernández, J., Rode, M., and Jomaa, S. (2022). Identification of large-scale aquifer behavior across three decades of groundwater storage change in the western Mediterranean region. EGU22-7966
Varouchakis, E., Trichakis, I., and Karatzas, G. (2022): Space-time groundwater level distribution estimation in a complex system of aquifers , EGU General Assembly 2022, Vienna, Austria, 23–27 May 2022, EGU22-11644
Anyfanti, I. V., Diakoparaskevas, P., Lyronis, A., Varouchakis, E., Karatzas, G. P., Tanda, M. G., Zanini, A., and Jomaa, S. (2022). Optimization Processes for Decision Aiding, EGU General Assembly 2022, Vienna, Austria, 23–27 May 2022, EGU22-11940
Godoy, V. A., Napa-García, G. F., and Gómez-Hernández, J. J. (2022). Ensemble random forest filter: An alternative to the ensemble Kalman filter for inverse modeling. Journal of Hydrology, 615, https://doi.org/10.1016/j.jhydrol.2022.128642
Ben Osman, Y.; Hajjar-Garreau, S.; Berling, D; Akrout, H. (2022). Elaboration of Highly Modified Stainless Steel/Lead Dioxide Anodes for Enhanced Electrochemical Degradation of Ampicillin in Water. Separations. https://doi.org/10.3390/separations10010005
Secci D., Molino L., Zanini A. (2022), Contaminant source identification in groundwater by means of Artificial Neural Network. Journal of Hydrology, Volume 611. https://doi.org/10.1016/j.jhydrol.2022.128003.
Todaro V., D’Oria M., Secci D., Zanini A., Tanda M.G. (2022), Climate Change over the Mediterranean Region: Local Temperature and Precipitation Variations at Five Pilot Sites. Water 14, 2499. https://doi.org/10.3390/w14162499
Gómez-Hernández, J.J. (2022). Teaching Numerical Groundwater Flow Modeling with Spreadsheets. Mathematical Geosciences. https://doi.org/10.1007/s11004-022-10002-4
Chrysikopoulos, Constantinos V., & Fountouli,Theodosia V. (2021). Cotransport of titanium dioxide nanoparticles and formaldehyde in saturated and unsaturated columns packed with quartz sand. Vadose Zone J. 2021;e20175. https://doi.org/10.1002/vzj2.20175
Ben-Salem, N.;Chavez Silva, R.;Reinecke, R.;Jomaa, S. (2021). Data-Driven Analysis and Regional Modelling for the Assessment of Transboundary Aquifers in the Mediterranean Region. ISARM2021 2nd International Transboundary Aquifers Conference,6-9 Dec, p179
Jomma, S., Reinecke, R., Ben-Salem, N., Chávez García Silva, R., et al (2021). Multidisciplinary and complementary join-force efforts towards science-based management in the Mediterranean region: A particular focus on transboundary aquifers. ISMAR 2021
Vanessa A. Godoy, Gian F. Napa-García, Janire Uribe-Asarta, and J. Jaime Gómez-Hernández. Aprendizaje automático como herramienta para mejorar la caracterización de la heterogeneidad del medio subterráneo. CIAS2021, Valencia (Spain), 17 to 19 Nov, p.3-4
Godoy, V. A., Uribe-Asarta, J. and Gómez-Hernández, J. J. (2021). Modelos surrogados como soporte a la gestión de los acuíferos de Requena-Utiel y Cabrillas-Malacara. In proceedings of the Congreso Ibérico de las Aguas Subterráneas, Valencia, p1-2
Uygur, I., Saysel, A.K., Daloğlu Çetinkaya, I. (2021). Groundwater Governance in Çumra-Karapınar of Konya Closed Basin: From Community Control to an Open Access Regime. 8th International KOP Regional Development Symposium. Nevşehir, Turkey. 26-28 October
Chavez Garcia Silva, R., Reinecke, R., Varouchakis, E., Gómez-Hernández, J., Rode, M., and Jomaa, S. (2021). Long-term groundwater database and assessment for the Mediterranean region. EGU General Assembly 2021, 19–30 Apr 2021, EGU21-10989
Varouchakis,E.,Azevedo,L.,Pereira,J.L.,Trichakis,I.,Karatzas,G.P.,Jomaa,S.,Soupios,P.2021.3D modelling of a hydrological structure combining spatial data science and geophysics: Application to a coastal aquifer system in the island of Crete, Greece. EGU21
Katzourakis, V.E., and C.V. Chrysikopoulos, Modeling the transport of aggregating nanoparticles in porous media, Water Resources Research, 57(1), e2020wr027946, 2021
Secci D., Tanda M.G., D'Oria M., Todaro V., Fagandini C. (2021). Impacts of climate change on groundwater droughts by means of standardized indices and regional climate models, Journal of Hydrology, Volume 603. doi: 10.1016/j.jhydrol.2021.127154
Stefanarou, A. S., & Chrysikopoulos, C. V. (2021). Interaction of Titanium Dioxide with Formaldehyde in the Presence of Quartz Sand under Static and Dynamic Conditions. Water 2021, 13(10), 1420