[HTML][HTML] Exploring artificial intelligence for applications of drones in forest ecology and management
This paper highlights the significance of Artificial Intelligence (AI) in the realm of drone
applications in forestry. Drones have revolutionized various forest operations, and their role …
applications in forestry. Drones have revolutionized various forest operations, and their role …
A systematic review of individual tree crown detection and delineation with convolutional neural networks (CNN)
H Zhao, J Morgenroth, G Pearse, J Schindler - Current Forestry Reports, 2023 - Springer
Abstract Purpose of Review Crown detection and measurement at the individual tree level
provide detailed information for accurate forest management. To efficiently acquire such …
provide detailed information for accurate forest management. To efficiently acquire such …
LDS-YOLO: A lightweight small object detection method for dead trees from shelter forest
X Wang, Q Zhao, P Jiang, Y Zheng, L Yuan… - … and Electronics in …, 2022 - Elsevier
The detection and location of dead trees are extremely important for the management and
estimating naturalness of the forests, and timely replanting of dead trees can effectively …
estimating naturalness of the forests, and timely replanting of dead trees can effectively …
Extraction of Olive Crown Based on UAV Visible Images and the U2-Net Deep Learning Model
Z Ye, J Wei, Y Lin, Q Guo, J Zhang, H Zhang, H Deng… - Remote Sensing, 2022 - mdpi.com
Olive trees, which are planted widely in China, are economically significant. Timely and
accurate acquisition of olive tree crown information is vital in monitoring olive tree growth …
accurate acquisition of olive tree crown information is vital in monitoring olive tree growth …
Detection the maturity of multi-cultivar olive fruit in orchard environments based on Olive-EfficientDet
X Zhu, F Chen, X Zhang, Y Zheng, X Peng, C Chen - Scientia Horticulturae, 2024 - Elsevier
Olive (Olea europaea L.) fruit maturity detection in orchard environments plays a vital role in
ensuring the quantity and quality of olive oil. However, it is difficult for olive fruit maturity …
ensuring the quantity and quality of olive oil. However, it is difficult for olive fruit maturity …
Visible and thermal image-based trunk detection with deep learning for forestry mobile robotics
Mobile robotics in forests is currently a hugely important topic due to the recurring
appearance of forest wildfires. Thus, in-site management of forest inventory and biomass is …
appearance of forest wildfires. Thus, in-site management of forest inventory and biomass is …
Individual tree detection in coal mine afforestation area based on improved Faster RCNN in UAV RGB images
M Luo, Y Tian, S Zhang, L Huang, H Wang, Z Liu… - Remote Sensing, 2022 - mdpi.com
Forests are the most important part of terrestrial ecosystems. In the context of China's
industrialization and urbanization, mining activities have caused huge damage to the forest …
industrialization and urbanization, mining activities have caused huge damage to the forest …
Identification of asbestos slates in buildings based on faster region-based convolutional neural network (faster R-CNN) and drone-based aerial imagery
Asbestos is a class 1 carcinogen, and it has become clear that it harms the human body. Its
use has been banned in many countries, and now the investigation and removal of installed …
use has been banned in many countries, and now the investigation and removal of installed …
Crown Width Extraction of Metasequoia glyptostroboides Using Improved YOLOv7 Based on UAV Images
C Dong, C Cai, S Chen, H Xu, L Yang, J Ji, S Huang… - Drones, 2023 - mdpi.com
With the progress of computer vision and the development of unmanned aerial vehicles
(UAVs), UAVs have been widely used in forest resource investigation and tree feature …
(UAVs), UAVs have been widely used in forest resource investigation and tree feature …
Unveiling the Potential of Drone-Borne Optical Imagery in Forest Ecology: A Study on the Recognition and Mapping of Two Evergreen Coniferous Species
K Korznikov, D Kislov, T Petrenko, V Dzizyurova… - Remote Sensing, 2023 - mdpi.com
The use of drone-borne imagery for tree recognition holds high potential in forestry and
ecological studies. Accurate species identification and crown delineation are essential for …
ecological studies. Accurate species identification and crown delineation are essential for …