An overview of using unmanned aerial system mounted sensors to measure plant above-ground biomass
Conventional measurement methods for above-ground biomass (AGB) are time-consuming,
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …
inaccurate, and labor-intensive. Unmanned aerial systems (UASs) have emerged as a …
OMICS in fodder crops: applications, challenges, and prospects
Biomass yield and quality are the primary targets in forage crop improvement programs
worldwide. Low-quality fodder reduces the quality of dairy products and affects cattle's …
worldwide. Low-quality fodder reduces the quality of dairy products and affects cattle's …
Eco-hydrodynamic characterization of vegetated flows derived by UAV-based imagery
GFC Lama, M Crimaldi, A De Vivo… - … on Metrology for …, 2021 - ieeexplore.ieee.org
The quantitative assessment of the role of riverine and riparian vegetation biomass on the
effects of plants–water flow interaction in vegetated streams constitutes the main purpose of …
effects of plants–water flow interaction in vegetated streams constitutes the main purpose of …
AirMeasurer: open‐source software to quantify static and dynamic traits derived from multiseason aerial phenotyping to empower genetic mapping studies in rice
G Sun, H Lu, Y Zhao, J Zhou, R Jackson… - New …, 2022 - Wiley Online Library
Low‐altitude aerial imaging, an approach that can collect large‐scale plant imagery, has
grown in popularity recently. Amongst many phenotyping approaches, unmanned aerial …
grown in popularity recently. Amongst many phenotyping approaches, unmanned aerial …
Integrating drone technology into an innovative agrometeorological methodology for the precise and real-time estimation of crop water requirements
Precision agriculture has been at the cutting edge of research during the recent decade,
aiming to reduce water consumption and ensure sustainability in agriculture. The proposed …
aiming to reduce water consumption and ensure sustainability in agriculture. The proposed …
High-precision plant height measurement by drone with RTK-GNSS and single camera for real-time processing
Y Matsuura, Z Heming, K Nakao, C Qiong… - Scientific Reports, 2023 - nature.com
Conventional crop height measurements performed using aerial drone images require 3D
reconstruction results of several aerial images obtained through structure from motion …
reconstruction results of several aerial images obtained through structure from motion …
Phenotyping Alfalfa (Medicago sativa L.) Root Structure Architecture via Integrating Confident Machine Learning with ResNet-18
Background: Root system architecture (RSA) is of growing interest in implementing plant
improvements with belowground root traits. Modern computing technology applied to …
improvements with belowground root traits. Modern computing technology applied to …
Utilizing spectral, structural and textural features for estimating oat above-ground biomass using UAV-based multispectral data and machine learning
Accurate and timely monitoring of biomass in breeding nurseries is essential for evaluating
plant performance and selecting superior genotypes. Traditional methods for phenotyping …
plant performance and selecting superior genotypes. Traditional methods for phenotyping …
Phenomics-Assisted Selection for Herbage Accumulation in Alfalfa (Medicago sativa L.)
The application of remote sensing in plant breeding is becoming a routine method for fast
and non-destructive high-throughput phenotyping (HTP) using unmanned aerial vehicles …
and non-destructive high-throughput phenotyping (HTP) using unmanned aerial vehicles …
Pasture Biomass Estimation Using Ultra-High-Resolution RGB UAVs Images and Deep Learning
The continuous assessment of grassland biomass during the growth season plays a vital
role in making informed, location-specific management choices. The implementation of …
role in making informed, location-specific management choices. The implementation of …