[HTML][HTML] Multi-sensor spectral synergies for crop stress detection and monitoring in the optical domain: A review

K Berger, M Machwitz, M Kycko, SC Kefauver… - Remote sensing of …, 2022‏ - Elsevier
Remote detection and monitoring of the vegetation responses to stress became relevant for
sustainable agriculture. Ongoing developments in optical remote sensing technologies have …

A comprehensive review of high throughput phenoty** and machine learning for plant stress phenoty**

T Gill, SK Gill, DK Saini, Y Chopra, JP de Koff… - Phenomics, 2022‏ - Springer
During the last decade, there has been rapid adoption of ground and aerial platforms with
multiple sensors for phenoty** various biotic and abiotic stresses throughout the …

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

C ** 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 …

Applications of UAV thermal imagery in precision agriculture: State of the art and future research outlook

G Messina, G Modica - Remote Sensing, 2020‏ - mdpi.com
Low-altitude remote sensing (RS) using unmanned aerial vehicles (UAVs) is a powerful tool
in precision agriculture (PA). In that context, thermal RS has many potential uses. The …

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 …

Estimating agricultural soil moisture content through UAV-based hyperspectral images in the arid region

X Ge, J Ding, X **, J Wang, X Chen, X Li, J Liu, B ** traits of plant growth and stress responses
T Wen, JH Li, Q Wang, YY Gao, GF Hao… - Science of The Total …, 2023‏ - Elsevier
Plant phenoty** is important for plants to cope with environmental changes and ensure
plant health. Imaging techniques are perceived as the most critical and reliable tools for …

A review on smart irrigation management strategies and their effect on water savings and crop yield

S Touil, A Richa, M Fizir… - Irrigation and …, 2022‏ - Wiley Online Library
Appropriate irrigation water management has attracted a considerable degree of attention
because it is crucial to guarantee water and food security worldwide. A smart irrigation …

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 …

Maize canopy temperature extracted from UAV thermal and RGB imagery and its application in water stress monitoring

L Zhang, Y Niu, H Zhang, W Han, G Li, J Tang… - Frontiers in plant …, 2019‏ - frontiersin.org
To identify drought-tolerant crop cultivars or achieve a balance between water use and yield,
accurate measurements of crop water stress are needed. In this study, the canopy …