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 …
recent years, unmanned aerial system (UAS) has paved the way for the development of field …
Assessment for crop water stress with infrared thermal imagery in precision agriculture: A review and future prospects for deep learning applications
Z Zhou, Y Majeed, GD Naranjo… - … and Electronics in …, 2021 - Elsevier
With the increasing global water scarcity, efficient assessment methods for crop water stress
have become a prerequisite to perform precision irrigation scheduling. The 1accessibility of …
have become a prerequisite to perform precision irrigation scheduling. The 1accessibility of …
Thermal imaging for plant stress detection and phenotyping
In the last few years, large efforts have been made to develop new methods to optimize
stress detection in crop fields. Thus, plant phenotyping based on imaging techniques has …
stress detection in crop fields. Thus, plant phenotyping based on imaging techniques has …
[HTML][HTML] Smart applications and digital technologies in viticulture: A review
J Tardaguila, M Stoll, S Gutiérrez, T Proffitt… - Smart Agricultural …, 2021 - Elsevier
It is important to continuously monitor the long-term impact of viticultural management
practices and assess opportunities for improving the environmental footprint of vineyard …
practices and assess opportunities for improving the environmental footprint of vineyard …
Mapping maize water stress based on UAV multispectral remote sensing
Mapping maize water stress status and monitoring its spatial variability at a farm scale are a
prerequisite for precision irrigation. High-resolution multispectral images acquired from an …
prerequisite for precision irrigation. High-resolution multispectral images acquired from an …
Estimates of rice lodging using indices derived from UAV visible and thermal infrared images
Rice lodging not only causes difficulty in harvest operations, but also drastically reduces
yield. Rice lodging assessment contributes greatly to rice plantation and crop field …
yield. Rice lodging assessment contributes greatly to rice plantation and crop field …
A review of crop water stress assessment using remote sensing
Currently, the world is facing high competition and market risks in improving yield, crop
illness, and crop water stress. This could potentially be addressed by technological …
illness, and crop water stress. This could potentially be addressed by technological …
[HTML][HTML] Simplified evaluation of cotton water stress using high resolution unmanned aerial vehicle thermal imagery
Irrigation water management and real-time monitoring of crop water stress status can
enhance agricultural water use efficiency, crop yield, and crop quality. The aim of this study …
enhance agricultural water use efficiency, crop yield, and crop quality. The aim of this study …
Advances in unmanned aerial system remote sensing for precision viticulture
New technologies for management, monitoring, and control of spatio-temporal crop
variability in precision viticulture scenarios are numerous. Remote sensing relies on sensors …
variability in precision viticulture scenarios are numerous. Remote sensing relies on sensors …
Artificial neural network to predict vine water status spatial variability using multispectral information obtained from an unmanned aerial vehicle (UAV)
Water stress, which affects yield and wine quality, is often evaluated using the midday stem
water potential (Ψstem). However, this measurement is acquired on a per plant basis and …
water potential (Ψstem). However, this measurement is acquired on a per plant basis and …