The shape of trees: Reimagining forest ecology in three dimensions with remote sensing
How ecologists think about above‐ground forest structure and dynamics is fundamentally
shaped by the data we can collect. This has historically been limited to what is possible with …
shaped by the data we can collect. This has historically been limited to what is possible with …
Review of automatic processing of topography and surface feature identification LiDAR data using machine learning techniques
Machine Learning (ML) applications on Light Detection And Ranging (LiDAR) data have
provided promising results and thus this topic has been widely addressed in the literature …
provided promising results and thus this topic has been widely addressed in the literature …
Growing status observation for oil palm trees using Unmanned Aerial Vehicle (UAV) images
For both the positive economic benefit and the negative ecological impact of the rapid
expansion of oil palm plantations in tropical developing countries, it is significant to achieve …
expansion of oil palm plantations in tropical developing countries, it is significant to achieve …
[HTML][HTML] Automatic detection of snow breakage at single tree level using YOLOv5 applied to UAV imagery
The assessment of forest abiotic damages such as snow breakage is important to ensure
compensation to forest owners. Currently, information on the extent of snow breakage is …
compensation to forest owners. Currently, information on the extent of snow breakage is …
[HTML][HTML] Towards low vegetation identification: A new method for tree crown segmentation from LiDAR data based on a symmetrical structure detection algorithm (SSD …
L Huo, E Lindberg, J Holmgren - Remote Sensing of Environment, 2022 - Elsevier
Obtaining low vegetation data is important in order to quantify the structural characteristics of
a forest. Dense three-dimensional (3D) laser scanning data can provide information on the …
a forest. Dense three-dimensional (3D) laser scanning data can provide information on the …
Forest structural complexity tool—an open source, fully-automated tool for measuring forest point clouds
S Krisanski, MS Taskhiri, S Gonzalez Aracil, D Herries… - Remote Sensing, 2021 - mdpi.com
Forest mensuration remains critical in managing our forests sustainably, however, capturing
such measurements remains costly, time-consuming and provides minimal amounts of …
such measurements remains costly, time-consuming and provides minimal amounts of …
[HTML][HTML] Towards real-time forest inventory using handheld LiDAR
A Proudman, M Ramezani, ST Digumarti… - Robotics and …, 2022 - Elsevier
While mobile LiDAR sensors are increasingly used to scan in ecology and forestry
applications, reconstruction and characterization are typically carried out offline. Motivated …
applications, reconstruction and characterization are typically carried out offline. Motivated …
Detecting and mapping tree seedlings in UAV imagery using convolutional neural networks and field-verified data
Mapping of tree seedlings is useful for tasks ranging from monitoring natural succession and
regeneration to effective silvicultural management. Development of methods that are both …
regeneration to effective silvicultural management. Development of methods that are both …
Sensor agnostic semantic segmentation of structurally diverse and complex forest point clouds using deep learning
S Krisanski, MS Taskhiri, S Gonzalez Aracil, D Herries… - Remote Sensing, 2021 - mdpi.com
Forest inventories play an important role in enabling informed decisions to be made for the
management and conservation of forest resources; however, the process of collecting …
management and conservation of forest resources; however, the process of collecting …
[HTML][HTML] Segmentation of individual mangrove trees using UAV-based LiDAR data
H You, Y Liu, P Lei, Z Qin, Q You - Ecological Informatics, 2023 - Elsevier
Accurate assessment of structural parameters is essential to effectively monitor the
mangrove resources. However, the extraction results of mangrove structural parameters are …
mangrove resources. However, the extraction results of mangrove structural parameters are …