Assessing heterogeneous groundwater systems: Geostatistical interpretation of well logging data for estimating essential hydrogeological parameters

MAA Mohammed, YG Flores, NP Szabó, P Szűcs - Scientific Reports, 2024 - nature.com
This research presents an unsupervised learning approach for interpreting well-log data to
characterize the hydrostratigraphical units within the Quaternary aquifer system in Debrecen …

[HTML][HTML] Multi-well clustering and inverse modeling-based approaches for exploring geometry, petrophysical, and hydrogeological parameters of the Quaternary …

MAA Mohammed, NP Szabó, YG Flores… - Groundwater for …, 2024 - Elsevier
This research aims to explore the application of an unsupervised machine learning and
inverse modeling-based methods to map the aquifers geometry and investigate the …

[HTML][HTML] Hydrostratigraphic decomposition of fluvio-deltaic sediments inferred from seismic geomorphology and geophysical well logs in the Pannonian Basin …

HB Mahrez, P Márton, B Márton, JM Szőnyi… - Global and Planetary …, 2023 - Elsevier
Heterogeneity and anisotropy of lithological units influences hydraulic conductivity on
several scales. The purpose of this study is to develop a novel method supporting …

Joint interpretation and modeling of potential field data for map** groundwater potential zones around Debrecen area, Eastern Hungary

MAA Mohammed, NP Szabó, P Szűcs - Acta Geodaetica et Geophysica, 2024 - Springer
The Debrecen area, as part of the Great Hungarian Plain (GHP), is associated with a multi-
aquifer system that is overly exploited to fulfill the development plans. This research aims to …

[HTML][HTML] Examining innovative unsupervised learning techniques for automated characterization of complex groundwater systems

MAA Mohammed, NP Szabó, R Kilik, P Szűcs - Results in Engineering, 2024 - Elsevier
This research proposes an innovative approach utilizing geophysical well logging data
analyzed with multiple machine learning (ML) methods including, self-organizing maps …

Innovative hydrogeophysical approaches as aids to assess hungarian groundwater bodies

P Szűcs, NP Szabó, M Zubair, S Szalai - Applied Sciences, 2021 - mdpi.com
The Hungarian water management plan has lately identified 185 groundwater bodies based
on the concepts given by the European Water Framework Directive. Achieving and …

Geophysical characterization of groundwater aquifers in the Western Debrecen area, Hungary: insights from gravity, magnetotelluric, and electrical resistivity …

MAA Mohammed, NP Szabó, JO Alao… - Sustainable Water …, 2024 - Springer
The recent study followed a multi-methodological approach integrating gravity,
magnetotelluric (MT), and electrical resistivity tomography (ERT) to investigate the geometry …

Innovation in assessment of the geothermal energy potential of abandoned hydrocarbon wells in the southern and southeastern foreground of the Bükk Mountains …

P Szűcs, E Turai, V Mádai, P Vass, R Miklós… - Hydrogeology …, 2022 - Springer
An innovative methodology is introduced to study abandoned oil exploration drillings for
possible geothermal energy production at a test area in northeast Hungary. An evaluation …

Monitoring, utilization and sustainable development of a low-temperature geothermal resource: A case study of the Euganean Geothermal Field (NE, Italy)

P Fabbri, M Pola, L Piccinini, D Zampieri, A Roghel… - Geothermics, 2017 - Elsevier
Abstract The Euganean Geothermal Field (EGF) and its thermal water (temperature from 63°
C to 87° C) represent an important environmental and economic resource for the Veneto …

Geothermal sources and utilization practice in six countries along the southern part of the Pannonian basin

N Rman, LL Bălan, I Bobovečki, N Gál, B Jolović… - Environmental earth …, 2020 - Springer
Data on thermal water sources with outflow temperature of 30° C and above were analyzed
from the N-ern parts of Bosnia and Herzegovina, Serbia and Croatia, S-ern parts of Hungary …