A comprehensive review on recent applications of unmanned aerial vehicle remote sensing with various sensors for high-throughput plant phenotyping

L Feng, S Chen, C Zhang, Y Zhang, Y He - Computers and electronics in …, 2021 - Elsevier
High-throughput phenotyping has been widely studied in plant science to monitor plant
growth and analyze the influence of genotypes and environment on plant growth. To meet …

Forestry remote sensing from unmanned aerial vehicles: A review focusing on the data, processing and potentialities

N Guimarães, L Pádua, P Marques, N Silva, E Peres… - Remote Sensing, 2020 - mdpi.com
Currently, climate change poses a global threat, which may compromise the sustainability of
agriculture, forestry and other land surface systems. In a changing world scenario, the …

UAV-based photogrammetric tree height measurement for intensive forest monitoring

S Krause, TGM Sanders, JP Mund, K Greve - Remote sensing, 2019 - mdpi.com
The measurement of tree height has long been an important tree attribute for the purpose of
calculating tree growth, volume, and biomass, which in turn deliver important ecological and …

UAVs as remote sensing platforms in plant ecology: review of applications and challenges

Z Sun, X Wang, Z Wang, L Yang, Y Xie… - Journal of Plant …, 2021 - academic.oup.com
Abstract Aims Unmanned aerial vehicles (UAVs), ie drones, have recently emerged as cost-
effective and flexible tools for acquiring remote sensing data with fine spatial and temporal …

Integration of UAV, Sentinel-1, and Sentinel-2 data for mangrove plantation aboveground biomass monitoring in Senegal

JA Navarro, N Algeet, A Fernández-Landa, J Esteban… - Remote Sensing, 2019 - mdpi.com
Due to the increasing importance of mangroves in climate change mitigation projects, more
accurate and cost-effective aboveground biomass (AGB) monitoring methods are required …

Assessing spring phenology of a temperate woodland: A multiscale comparison of ground, unmanned aerial vehicle and Landsat satellite observations

EF Berra, R Gaulton, S Barr - Remote sensing of environment, 2019 - Elsevier
The monitoring of forest phenology in a cost-effective manner, at a fine spatial scale and
over relatively large areas remains a significant challenge. To address this issue, unmanned …

Object-based land cover classification of cork oak woodlands using UAV imagery and Orfeo ToolBox

G De Luca, JM N. Silva, S Cerasoli, J Araújo… - Remote Sensing, 2019 - mdpi.com
This paper investigates the reliability of free and open-source algorithms used in the
geographical object-based image classification (GEOBIA) of very high resolution (VHR) …

Quantifying pruning impacts on olive tree architecture and annual canopy growth by using UAV-based 3D modelling

FM Jiménez-Brenes, F López-Granados, AI De Castro… - Plant methods, 2017 - Springer
Background Tree pruning is a costly practice with important implications for crop harvest and
nutrition, pest and disease control, soil protection and irrigation strategies. Investigations on …

Use of Multi-Temporal UAV-Derived Imagery for Estimating Individual Tree Growth in Pinus pinea Stands

J Guerra-Hernández, E González-Ferreiro, VJ Monleón… - Forests, 2017 - mdpi.com
High spatial resolution imagery provided by unmanned aerial vehicles (UAVs) can yield
accurate and efficient estimation of tree dimensions and canopy structural variables at the …

Greenness indices from a low-cost UAV imagery as tools for monitoring post-fire forest recovery

AR Larrinaga, L Brotons - Drones, 2019 - mdpi.com
During recent years unmanned aerial vehicles (UAVs) have been increasingly used for
research and application in both agriculture and forestry. Nevertheless, most of this work has …