Publications I have co-authored. Across all my work:
18 works · 65 citations ·
h-index 5 · i10-index 2
Source: OpenAlex, 5 Oct 2026. The numbers cover all my publications, not only those below.
Spectral similarity measures such as the Spectral Angle Mapper (SAM) treat all spectral bands equally, an assumption difficult to justify for modern imaging spectroscopy data where measurement uncertainty varies strongly with wavelength. We introduce wSAM, an uncertainty- weighted extension of SAM that incorporates per-band observational uncertainty as inverse- variance …
Cited by 0 (OpenAlex, 5 Oct 2026)
Accurate mineral identification from hyperspectral satellite data is critical for efficient mineral exploration. Traditional one-class classification methods, such as OCSVM and Isolation Forest with data augmentation, often struggle to generalize across diverse spectral patterns, leading to low F1 scores despite high recall. In this study, we propose a metric learning network …
Cited by 4 (OpenAlex, 5 Oct 2026)
This monograph presents a GeoAI methodology for forecasting changes in agrarian structure, combining land and building registry (EGiB), real estate price register (RCN), and local zoning plan (MPZP) data on a regular hexagonal grid, on which a LightGBM model is trained to identify areas at risk of land parcelling or de-agriculturalisation. The methodology is validated on a case …
Our study addresses the need for universal monitoring solutions given the diverse environmental impacts of surface mining operations. We present a solution combining remote sensing and machine learning techniques, utilizing a dataset of over 2000 satellite images annotated with ten distinct labels indicating mining area components. We tested various approaches to develop …
Cited by 15 (OpenAlex, 5 Oct 2026)
The potential for the use of smartphones in GNSSs (Global Navigation Satellite Systems) positioning has increased in recent years due to the emergence of the ability of Android-based devices used to process raw satellite data. This paper presents the results of a study on the use of SBAS data transmitted by the EGNOS (European Geostationary Navigation Overlay Service) system in …
Cited by 1 (OpenAlex, 5 Oct 2026)
The sailing market continues to develop rapidly and has a high growth potential. Sailing is one of the most popular types of recreational activity in Poland due to an abundance of lakes, including the Great Masurian Lakeland Trail which received a special mention from UNESCO. The development of nautical tourism requires effective organizational and technical solutions. The …
Cited by 4 (OpenAlex, 5 Oct 2026)
Reliable and accurate positioning underwater has been the goal of many research activities in the last years. In this paper, we present our design of a self-maintainable underwater navigation system, which provides a simple, low-cost, and flexible solution. In our concept, a set of buoys is equipped with Global Navigation Satellite System (GNSS) receivers as well as underwater …
Cited by 5 (OpenAlex, 5 Oct 2026)
This paper analyses the possibility of using integrated GPS (Global Positioning System) surveys and ground penetrating radar surveys to precisely locate damages to levees, particularly due to the activity of small fossorial mammals. The technology of intercommunication between ground penetrating radar (GPR) and an RTK (Real-Time Kinematic) survey unit, and the method of data …
Cited by 21 (OpenAlex, 5 Oct 2026)