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Agricultural land abandonment represents a significant landscape-forming process affecting vegetation structure, soil stability, and the functionality of agroecosystems. This paper focuses on the identification and mapping of agricultural unused land (AUL) in the cadastral territory of Velke Trencianske Stankovce (Trencin district, western Slovakia). The analysis is conducted on 371 state-owned parcels and parcels with unknown or unidentified ownership managed by the Slovak Land Fund, covering a total area of 98.0...

Agriculture is increasingly affected by climate change, soil degradation, and the need for sustainable land management, creating demand for advanced decision-support tools capable of integrating heterogeneous spatial and management data. The aim of this contribution is to introduce a system for parcel-specific agricultural advisory based on the integration of GIS, LPIS data, expert methodologies, and AI-driven analytical workflows. The system is designed as a modular web-based platform with a chat-oriented interfa...

The research analyses agricultural unused land (AUL) identified within the cadastral territory of Velke Trencianske Stankovce (western Slovakia) with the objective of evaluating restoration potential and determining suitable management pathways for reintroduction into agricultural use. The methodological framework combines Sentinel-2 vegetation indices, LPIS data, soil characteristics, and site-specific attributes including terrain configuration, parcel accessibility, and environmental constraints. Restoration pot...