Determining vertical structure of forests in Poland using a semi-automated approach based on ALS data

Determining vertical structure of forests in Poland using a semi-automated approach based on ALS data

The vertical structure of the forest is one of the key characteristics of forest management, influencing biodiversity, resource competition, and various ecological processes. Despite its importance, determining the vertical structure of stands over large areas is still a challenge. This study presen...

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Bibliographic Details
Main Authors: Piotr Janiec, Luiza Tymińska-Czabańska, Paweł Hawryło, Michał Woda, Jarosław Socha
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Ecological Indicators
Subjects:
Forests vertical structure
ALS
Random Forests
Boruta
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25007551
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