20.500.12556/RUL-175434 The amount of undisturbed forest in proximity of severe disturbance patches enhances their recovery in temperate Europe Lisa Mandl ... [et al.] Context: Forest recovery following disturbances is essential for maintaining ecosystem services, especially after large-scale events where regeneration is limited by seed availability. Understanding how environmental and biotic factors influence regeneration across spatial scales is fundamental for landscape-scale management, yet the importance and spatial extent of landscape-scale effects on local recovery remains uncertain. Objectives We aimed to assess the relative influence of recovery drivers at plot, patch, and landscape scales on post-disturbance forest regeneration. Specifically, we investigated how local topography, disturbance characteristics, and the spatial arrangement of undisturbed forests affect tree regeneration after severe disturbances, namely windthrows, fires, and bark beetle outbreaks. Methods: Our study combines a comprehensive ground-based dataset of post-disturbance regeneration from temperate European forests with Landsat-derived maps of forest cover. We applied a distance-weighted regression approach to evaluate the effect of landscape (i.e., undisturbed forest in proximity of disturbance patches) on recovery, improving upon traditional buffer-based approaches. Results: We found that ¾ of the landscape influence on forest regeneration occurred within 112 m from plot centers, with undisturbed forests nearby positively enhancing regeneration, likely due to increased seed availability. In contrast, plot-level factors, namely disturbance severity and elevation, negatively impacted regeneration, suggesting that regeneration success can be hindered by severe disturbances reducing living biological legacies, as well as harsher local climatic conditions, associated with higher elevations. Conclusions Our findings underline the importance of integrating landscape-scale management with targeted local interventions to promote post-disturbance forest recovery. Management strategies should consider spatially explicit planning to enhance seed source availability and mitigate severe disturbance impacts. post-disturbance regeneration groundbased inventories landsat-based disturbance map recovery drivers landscape effect distance-weighted regression obnova gozda po motnjah gozdna inventura kartiranje motenj Landsat podatki dejavniki obnove gozda pokrajinski učinek regresijska analiza true false true Angleški jezik Slovenski jezik Članek v reviji 2025-10-27 13:01:39 2025-10-27 13:01:44 2025-12-10 03:58:20 0000-00-00 00:00:00 2025 0 0 15 str. iss. 11, art. 199 Vol. 40 Nov. 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 630*4:630*23 1572-9761 10.1007/s10980-025-02231-9 254892803 RAZ_Mandle_Lisa_2025.pdf RAZ_Mandle_Lisa_2025.pdf 1 64894D461D5EA40835C9528997F84A96 19cea79b2a4595eb83611e623a0d6204b53d832870635b332b691b609290e560 bcdabaad-b32c-11f0-9328-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=220971 https://link.springer.com/article/10.1007/s10980-025-02231-9 1 6a2aec4e-b32c-11f0-9328-0050569b8976 https://repozitorij.uni-lj.si/Dokument.php?lang=slv&id=220969 Biotehniška fakulteta 0 0 0