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Machine learning-assisted wood materials: Applications and future prospects
Wood and wood-based materials, surpassing their conventional image as mere stems and
branches of trees, have found extensive utilization in diverse industrial sectors due to their …
branches of trees, have found extensive utilization in diverse industrial sectors due to their …
[HTML][HTML] Remote Sensing Technology for Observing Tree Mortality and Its Influences on Carbon–Water Dynamics
M Ni, Q Wu, G Li, D Li - Forests, 2025 - mdpi.com
Trees are indispensable to ecosystems, yet mortality rates have been increasing due to the
abnormal changes in forest growth environments caused by frequent extreme weather …
abnormal changes in forest growth environments caused by frequent extreme weather …
[HTML][HTML] Species-specific machine learning models for UAV-based forest health monitoring: Revealing the importance of the BNDVI
Exploring the capabilities of remote sensing technologies for identifying stress responses in
trees due to environmental pressures is crucial for comprehension, management, and …
trees due to environmental pressures is crucial for comprehension, management, and …
Potential of Lightweight drones and object-oriented image segmentation in Forest Plantation Assessment
Forests play a vital role in maintaining ecological balance and provide numerous benefits.
The monitoring and managing of large-scale forest plantations can be challenging and …
The monitoring and managing of large-scale forest plantations can be challenging and …
Design of a multi-component system-based fixed-wing unmanned aerial vehicle maintenance policy and its case study
G Liu, X Li, S Sun, X Zhao, B Li - Computers & Industrial Engineering, 2024 - Elsevier
At present, flight vehicle structure maintenance is undergoing a paradigm shift from
preventive maintenance depending on calendar time and flight cycle to condition-based …
preventive maintenance depending on calendar time and flight cycle to condition-based …
[HTML][HTML] Estimation of Tree Vitality Reduced by Pine Needle Disease Using Multispectral Drone Images
Multispectral imagery from unmanned aerial vehicles (UAVs) can provide high-resolution
data to map tree mortality caused by pests or diseases. Although many studies have …
data to map tree mortality caused by pests or diseases. Although many studies have …
[HTML][HTML] Individual Tree Crown Detection and Classification of Live and Dead Trees Using a Mask Region-Based Convolutional Neural Network (Mask R-CNN)
Map** the distribution of living and dead trees in forests, particularly in ecologically fragile
areas where forests serve as crucial ecological environments, is essential for assessing …
areas where forests serve as crucial ecological environments, is essential for assessing …
A Multi-Feature Fusion Network for Tree Species Classification Based on Ground-Based LiDAR Data
Y Liu, Y Chen, Z Liu, J Chen… - IEEE Journal of Selected …, 2025 - ieeexplore.ieee.org
Light Detection and Ranging (LiDAR) holds considerable promise for tree species
classification. Existing networks that utilize point clouds of individual trees have shown …
classification. Existing networks that utilize point clouds of individual trees have shown …
Leveraging deep learning for identification of medicinal plant species
Identifying medicinal plant species is crucial in plant taxonomy because it allows us to
harness the therapeutic properties of medicinal plants for human health. This information …
harness the therapeutic properties of medicinal plants for human health. This information …
Evaluation of Selected Digital Elevation Models over a Tropical Rainforest: A Case Study at Brunei Darussalam's Tropical Rainforest
Vegetation cover is critical in supporting our lives by maintaining many ecological and
environmental services. As part of the vegetation cover, forests are the most essential …
environmental services. As part of the vegetation cover, forests are the most essential …