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 …

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 …

Thermal imaging for plant stress detection and phenotyping

M Pineda, M Barón, ML Pérez-Bueno - Remote Sensing, 2020 - mdpi.com
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 …

[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 …

Mapping maize water stress based on UAV multispectral remote sensing

L Zhang, H Zhang, Y Niu, W Han - Remote Sensing, 2019 - mdpi.com
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 …

Estimates of rice lodging using indices derived from UAV visible and thermal infrared images

T Liu, R Li, X Zhong, M Jiang, X Jin, P Zhou… - Agricultural and forest …, 2018 - Elsevier
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 …

A review of crop water stress assessment using remote sensing

U Ahmad, A Alvino, S Marino - Remote Sensing, 2021 - mdpi.com
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 …

[HTML][HTML] Simplified evaluation of cotton water stress using high resolution unmanned aerial vehicle thermal imagery

J Bian, Z Zhang, J Chen, H Chen, C Cui, X Li, S Chen… - Remote Sensing, 2019 - mdpi.com
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 …

Advances in unmanned aerial system remote sensing for precision viticulture

A Sassu, F Gambella, L Ghiani, L Mercenaro, M Caria… - Sensors, 2021 - mdpi.com
New technologies for management, monitoring, and control of spatio-temporal crop
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)

T Poblete, S Ortega-Farías, MA Moreno, M Bardeen - Sensors, 2017 - mdpi.com
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 …