An overview of global leaf area index (LAI): Methods, products, validation, and applications

H Fang, F Baret, S Plummer… - Reviews of …, 2019 - Wiley Online Library
Leaf area index (LAI) is a critical vegetation structural variable and is essential in the
feedback of vegetation to the climate system. The advancement of the global Earth …

A review on plant high-throughput phenotyping traits using UAV-based sensors

C Xie, C Yang - Computers and Electronics in Agriculture, 2020 - Elsevier
The current methods of phenotyping for breeding lines require a lot of time, labor and cost. In
recent years, unmanned aerial system (UAS) has paved the way for the development of field …

Above-ground biomass estimation and yield prediction in potato by using UAV-based RGB and hyperspectral imaging

B Li, X Xu, L Zhang, J Han, C Bian, G Li, J Liu… - ISPRS Journal of …, 2020 - Elsevier
Rapid and accurate biomass and yield estimation facilitates efficient plant phenotyping and
site-specific crop management. A low altitude unmanned aerial vehicle (UAV) was used to …

High-throughput estimation of crop traits: A review of ground and aerial phenotyping platforms

X Jin, PJ Zarco-Tejada, U Schmidhalter… - … and Remote Sensing …, 2020 - ieeexplore.ieee.org
Crop yields need to be improved in a sustainable manner to meet the expected worldwide
increase in population over the coming decades as well as the effects of anticipated climate …

Unmanned aerial vehicle remote sensing for field-based crop phenotyping: current status and perspectives

G Yang, J Liu, C Zhao, Z Li, Y Huang, H Yu… - Frontiers in plant …, 2017 - frontiersin.org
Phenotyping plays an important role in crop science research; the accurate and rapid
acquisition of phenotypic information of plants or cells in different environments is helpful for …

Crop phenomics: current status and perspectives

C Zhao, Y Zhang, J Du, X Guo, W Wen, S Gu… - Frontiers in Plant …, 2019 - frontiersin.org
Reliable, automatic, multifunctional, and high-throughput phenotypic technologies are
increasingly considered important tools for rapid advancement of genetic gain in breeding …

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 …

Agricultural remote sensing big data: Management and applications

Y Huang, Z Chen, YU Tao, X Huang, X Gu - Journal of Integrative …, 2018 - Elsevier
Big data with its vast volume and complexity is increasingly concerned, developed and used
for all professions and trades. Remote sensing, as one of the sources for big data, is …

[HTML][HTML] Evaluating multispectral images and vegetation indices for precision farming applications from UAV images

S Candiago, F Remondino, M De Giglio, M Dubbini… - Remote sensing, 2015 - mdpi.com
Unmanned Aerial Vehicles (UAV)-based remote sensing offers great possibilities to acquire
in a fast and easy way field data for precision agriculture applications. This field of study is …

Overview and current status of remote sensing applications based on unmanned aerial vehicles (UAVs)

G Pajares - Photogrammetric Engineering & Remote Sensing, 2015 - ingentaconnect.com
Remotely Piloted Aircraft (RPA) is presently in continuous development at a rapid pace.
Unmanned Aerial Vehicles (UAVs) or more extensively Unmanned Aerial Systems (UAS) …