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Szymon Labojko

2 linked publication records · AGH University of Krakow · Poland

Author: Szymon Labojkoclear all
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SWS 2026 Conference Preprints
Publication

FROM MULTI-CRITERIA SUITABILITY MAPPING TO HYBRID PREDICTIVE MODELLING: AHP AND RANDOM FOREST FOR GROUNDWATER RETENTION ASSESSMENT

(STEF92 Technology, 2026, Szymon Labojko, Bartosz Stypinski, Agnieszka Malinowska)

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Groundwater retention potential assessment is essential for sustainable water resource management, climate adaptation, and spatial planning. Previous studies based on Analytic Hierarchy Process have demonstrated the usefulness of expert-driven multi-criteria analysis for identifying areas favourable for groundwater retention using geospatial and hydrogeological data. Building upon this approach, the present study proposes a comparative and hybrid modelling framework integrating AHP and Random Forest for groundwate...

Hydrogeology, Engineering Geology and Geotechnics2026
25th International Multidisciplinary Scientific GeoConference Proceedings SGEM 2025, Water Resources, Forest, Marine, and Ocean Ecosystems, Vol25, Issue 3.1
Publication

APPLICATION OF THE ANALYTIC HIEARCHY PROCESS (AHP) FOR ASSESSING GROUNDWATER RETENTION POTENTIAL USING LiDAR AND WELL DATA

(STEF92 Technology, 2025-08-15, Szymon Labojko, Bartosz Stypinski, Agnieszka Malinowska)

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This study explores the application of the Analytic Hierarchy Process (AHP) to identify groundwater retention potential within a 130 km- study area, leveraging high-precision LiDAR measurements and data from 150 wells. By integrating advanced geospatial technology with extensive field data, this approach offers a unique methodology for analyzing groundwater retention. AHP was employed to assess several key geographical factors, including the Topographic Position Index (TPI), slope, hydrographic network density, la...

Hydrology and Water Resources2025
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