Monitoring the Early Growth of <i>Pinus</i> and <i>Eucalyptus</i> Plantations Using a Planet NICFI-Based Canopy Height Model: A Case Study in Riqueza, Brazil

Monitoring the Early Growth of <i>Pinus</i> and <i>Eucalyptus</i> Plantations Using a Planet NICFI-Based Canopy Height Model: A Case Study in Riqueza, Brazil

Monitoring the height of secondary forest regrowth is essential for assessing ecosystem recovery, but current methods rely on field surveys, airborne or UAV LiDAR, and 3D reconstruction from high-resolution UAV imagery, which are often costly or limited by logistical constraints. Here, we address th...

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Bibliographic Details
Main Authors: Fabien H. Wagner, Fábio Marcelo Breunig, Rafaelo Balbinot, Emanuel Araújo Silva, Messias Carneiro Soares, Marco Antonio Kramm, Mayumi C. M. Hirye, Griffin Carter, Ricardo Dalagnol, Stephen C. Hagen, Sassan Saatchi
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Remote Sensing
Subjects:
LiDAR
UAV
canopy height models
deep learning
time series
high-resolution satellite images
Online Access:https://www.mdpi.com/2072-4292/17/15/2718
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