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Scale matters: Spatial resolution impacts tropical leaf phenology characterized by multi-source satellite remote sensing with an ecological-constrained deep learning …
Accurate monitoring of tropical leaf phenology, such as the leaf-on/off status, at both
individual and ecosystem scales is essential for understanding and modelling tropical forest …
individual and ecosystem scales is essential for understanding and modelling tropical forest …
Unraveling the drivers and impacts of leaf phenological diversity in a subtropical forest: A fine‐scale analysis using PlanetScope CubeSats
Leaf phenology variations within plant communities shape community assemblages and
influence ecosystem properties and services. However, questions remain regarding …
influence ecosystem properties and services. However, questions remain regarding …
Artificial intelligence-based smart agricultural systems for saffron cultivation with integration of Unmanned Aerial Vehicle imagery and deep learning approaches
This paper presents an integrated Unmanned Aerial Vehicle (UAV) imagery system and
artificial intelligence-based smart farming for saffron cultivation. This work is about …
artificial intelligence-based smart farming for saffron cultivation. This work is about …
[HTML][HTML] Algorithms for Plant Monitoring Applications: A Comprehensive Review
GP Colucci, P Battilani, M Camardo Leggieri… - Algorithms, 2025 - mdpi.com
Many sciences exploit algorithms in a large variety of applications. In agronomy, large
amounts of agricultural data are handled by adopting procedures for optimization, clustering …
amounts of agricultural data are handled by adopting procedures for optimization, clustering …
The co-effect of image resolution and crown size on deep learning for individual tree detection and delineation
Z Hao, L Lin, CJ Post, EA Mikhailova, K Yu… - … Journal of Digital …, 2023 - Taylor & Francis
Individual tree detection and delineation (ITDD) is an important subject in forestry and urban
forestry. This study represents the first research to propose the concept of crown resolution …
forestry. This study represents the first research to propose the concept of crown resolution …
A Novel Algorithm to Detect White Flowering Honey Trees in Mixed Forest Ecosystems Using UAV-Based RGB Imaging
Determining the productive potential of flowering vegetation is crucial in obtaining bee
products. The application of a remote sensing approach of terrestrial objects can provide …
products. The application of a remote sensing approach of terrestrial objects can provide …
Automatic detection of standing dead trees based on improved YOLOv7 from airborne remote sensing imagery
H Zhou, S Wu, Z Xu, H Sun - Frontiers in Plant Science, 2024 - frontiersin.org
Detecting and localizing standing dead trees (SDTs) is crucial for effective forest
management and conservation. Due to challenges posed by mountainous terrain and road …
management and conservation. Due to challenges posed by mountainous terrain and road …
[HTML][HTML] Unveiling the potential of drone-borne optical imagery in forest ecology: A study on the recognition and map** 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 …
[HTML][HTML] Individual Tree Crown Detection and Classification of Live and Dead Trees Using a Mask Region-Based Convolutional Neural Network (Mask R-CNN)
S Yao, Z Hao, CJ Post, EA Mikhailova, L Lin - Forests, 2024 - mdpi.com
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 …
Modelling forest dynamics using integral projection models (IPMs) and repeat LiDAR
A Rosen, R Battison, C Hernandez, O Spacey… - bioRxiv, 2025 - biorxiv.org
1. Estimating the life histories and population dynamics of trees is important for predicting
how forests respond to climate change and disturbances. To do so, ecologist often use stage …
how forests respond to climate change and disturbances. To do so, ecologist often use stage …