A review on UAV-based applications for precision agriculture

DC Tsouros, S Bibi, PG Sarigiannidis - Information, 2019 - mdpi.com
Emerging technologies such as Internet of Things (IoT) can provide significant potential in
Smart Farming and Precision Agriculture applications, enabling the acquisition of real-time …

A systematic review of IoT solutions for smart farming

E Navarro, N Costa, A Pereira - Sensors, 2020 - mdpi.com
The world population growth is increasing the demand for food production. Furthermore, the
reduction of the workforce in rural areas and the increase in production costs are challenges …

A review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses

JGA Barbedo - Drones, 2019 - mdpi.com
Unmanned aerial vehicles (UAVs) are becoming a valuable tool to collect data in a variety of
contexts. Their use in agriculture is particularly suitable, as those areas are often vast …

Accelerating climate resilient plant breeding by applying next-generation artificial intelligence

AL Harfouche, DA Jacobson, D Kainer, JC Romero… - Trends in …, 2019 - cell.com
Breeding crops for high yield and superior adaptability to new and variable climates is
imperative to ensure continued food security, biomass production, and ecosystem services …

Robotic technologies for high-throughput plant phenotyping: Contemporary reviews and future perspectives

A Atefi, Y Ge, S Pitla, J Schnable - Frontiers in plant science, 2021 - frontiersin.org
Phenotyping plants is an essential component of any effort to develop new crop varieties. As
plant breeders seek to increase crop productivity and produce more food for the future, the …

[HTML][HTML] Proximal and remote sensing in plant phenomics: 20 years of progress, challenges, and perspectives

H Tao, S Xu, Y Tian, Z Li, Y Ge, J Zhang, Y Wang… - Plant …, 2022 - cell.com
Plant phenomics (PP) has been recognized as a bottleneck in studying the interactions of
genomics and environment on plants, limiting the progress of smart breeding and precise …

Estimating vertically growing crop above-ground biomass based on UAV remote sensing

J Yue, H Yang, G Yang, Y Fu, H Wang… - Computers and Electronics …, 2023 - Elsevier
The accurate estimation of crop above-ground biomass (AGB) can assist in crop growth
monitoring and grain yield prediction. Remote sensing has been widely used for AGB …

Internet of things applications in precision agriculture: A review

NS Abu, WM Bukhari, CH Ong, AM Kassim… - Journal of Robotics …, 2022 - journal.umy.ac.id
The goal of this paper is to review the implementation of an Internet of Things (IoT)-based
system in the precision agriculture sector. Each year, farmers suffer enormous losses as a …

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 …

Estimating the maize above-ground biomass by constructing the tridimensional concept model based on UAV-based digital and multi-spectral images

S Meiyan, S Mengyuan, D Qizhou, Y Xiaohong… - Field Crops …, 2022 - Elsevier
Above-ground biomass (AGB) is an important basis for the formation of crop yield. The
accurate estimation of maize AGB based on unmanned aerial vehicle (UAV) images is …