20.500.12556/DiRROS-25478 Terrestrial and mobile laser scanning for national forest inventories from theory to implementation Light Detection and Ranging (LiDAR) has emerged as an important data source for monitoring forest resources. Terrestrial laser scanning (TLS) and Mobile laser scanning (MLS) have already shown high potential in further advancing forest inventory development. By enabling the retrieval of new forest attributes in addition to traditional ones, these technologies could drive forest inventories into a new paradigm by introducing innovative approaches to measuring and monitoring forests. The debate on the possible implementation of TLS and MLS in forest inventories, particularly in national forest inventories (NFIs), continues in both the scientific community and the public institutions. To date, few studies have evaluated the application of TLS and MLS technologies in large-scale forest inventories or assessed their practical operational limits. In this practice-oriented paper, we first detail TLS and MLS data acquisition and processing for tree attribute estimation, assessing their maturity and main limitations. We then explore three European case studies—from the French, Finnish, and Swiss National Forest Inventories (NFIs)—where these technologies have been tested. Based on these experiences, we identify the main constraints and challenges for operational implementation. Lastly, we discuss the prospects for TLS and MLS within the NFI context and the requirements for their successful adoption. We conclude that TLS and MLS should be viewed not as a replacement for, but as a complement to and enhancement of, traditional NFI practices. Emphasis should be placed on the new opportunities these technologies offer, rather than on direct comparisons with conventional methods. enhanced NFI close-range remote sensing ground-based LiDAR point cloud tree attribute accuracy explorative implementation izboljšana nacionalna gozdna inventura daljinsko zaznavanje LiDAR skeniranje iz tal oblak točk natančnost atributov dreves poskusna izvedba true false true Angleški jezik Slovenski jezik Neznano 2026-01-21 12:43:24 2026-01-21 12:43:25 2026-01-23 03:52:03 0000-00-00 00:00:00 2025 0 0 Nasl. z nasl. zaslona; Opis vira z dne 7. 8. 2025; 24 str. [article no.] ǂ114947 Vol. 329 1. nov. 2025 0000-00-00 Zaloznikova Objavljeno NiDoloceno 0000-00-00 0000-00-00 0000-00-00 630*52:630*58 1879-0704 10.1016/j.rse.2025.114947 245147651 https://www.sciencedirect.com/science/article/pii/S0034425725003517 1 67fd509c-f6be-11f0-a15d-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=38611 1-s2.0-S0034425725003517-main.pdf 1-s2.0-S0034425725003517-main.pdf 1 3443CB7205B9479F9AB27946EC1A480A 3dad4886dc546ae08b6bb298e695950388a984fa380c1a31015aa6314074b0f0 761c7e09-f6be-11f0-a15d-001a4af901a5 https://dirros.openscience.si/Dokument.php?lang=slv&id=38612 Gozdarski inštitut Slovenije 0 0 0