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 …

A systematic review of the factors influencing the estimation of vegetation aboveground biomass using unmanned aerial systems

L G. Poley, G J. McDermid - Remote Sensing, 2020 - mdpi.com
Interest in the use of unmanned aerial systems (UAS) to estimate the aboveground biomass
(AGB) of vegetation in agricultural and non-agricultural settings is growing rapidly but there …

High throughput field phenotyping of wheat plant height and growth rate in field plot trials using UAV based remote sensing

FH Holman, AB Riche, A Michalski, M Castle… - Remote Sensing, 2016 - mdpi.com
There is a growing need to increase global crop yields, whilst minimising use of resources
such as land, fertilisers and water. Agricultural researchers use ground-based observations …

A review of estimation methods for aboveground biomass in grasslands using UAV

COG Bazzo, B Kamali, C Hütt, G Bareth, T Gaiser - Remote Sensing, 2023 - mdpi.com
Grasslands are one of the world's largest ecosystems, accounting for 30% of total terrestrial
biomass. Considering that aboveground biomass (AGB) is one of the most essential …

High throughput field phenotyping for plant height using UAV-based RGB imagery in wheat breeding lines: Feasibility and validation

L Volpato, F Pinto, L González-Pérez… - Frontiers in Plant …, 2021 - frontiersin.org
Plant height (PH) is an essential trait in the screening of most crops. While in crops such as
wheat, medium stature helps reduce lodging, tall plants are preferred to increase total above …

Dynamic monitoring of biomass of rice under different nitrogen treatments using a lightweight UAV with dual image-frame snapshot cameras

H Cen, L Wan, J Zhu, Y Li, X Li, Y Zhu, H Weng, W Wu… - Plant Methods, 2019 - Springer
Background Unmanned aerial vehicle (UAV)-based remote sensing provides a flexible, low-
cost, and efficient approach to monitor crop growth status at fine spatial and temporal …

Internet of things in agricultural innovation and security

A Salam - Internet of Things for Sustainable Community …, 2024 - Springer
Abstract The agricultural Internet of Things (Ag-IoT) paradigm has tremendous potential in
transparent integration of underground soil sensing, farm machinery, and sensor-guided …

Measurement and calibration of plant-height from fixed-wing UAV images

X Han, JA Thomasson, GC Bagnall, NA Pugh… - Sensors, 2018 - mdpi.com
Continuing population growth will result in increasing global demand for food and fiber for
the foreseeable future. During the growing season, variability in the height of crops provides …

[HTML][HTML] Monitoring height and greenness of non-woody floodplain vegetation with UAV time series

W van Iersel, M Straatsma, E Addink… - ISPRS Journal of …, 2018 - Elsevier
Vegetation in river floodplains has important functions for biodiversity, but can also have a
negative influence on flood safety. Floodplain vegetation is becoming increasingly …

From satellite to uav-based remote sensing: A review on precision agriculture

SK Phang, THA Chiang, A Happonen… - IEEE Access, 2023 - ieeexplore.ieee.org
The applications of remote sensing technologies to precision agriculture were reviewed. The
different uses of conventional satellites and unmanned aerial vehicles (UAVs) for data …