[HTML][HTML] Recent advances in unmanned aerial vehicles: a review

F Ahmed, JC Mohanta, A Keshari, PS Yadav - Arabian Journal for Science …, 2022 - Springer
In recent decades, aerial robots especially small UAVs and drones have witnessed
tremendous improvements in terms of their structure, working methodology, flying features …

Machine learning approaches for crop yield prediction and nitrogen status estimation in precision agriculture: A review

A Chlingaryan, S Sukkarieh, B Whelan - Computers and electronics in …, 2018 - Elsevier
Accurate yield estimation and optimised nitrogen management is essential in agriculture.
Remote sensing (RS) systems are being more widely used in building decision support tools …

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 …

[HTML][HTML] 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 …

UAS, sensors, and data processing in agroforestry: A review towards practical applications

L Pádua, J Vanko, J Hruška, T Adão… - … journal of remote …, 2017 - Taylor & Francis
The aim of this study is twofold: first, to present a survey of the actual and most advanced
methods related to the use of unmanned aerial systems (UASs) that emerged in the past few …

Recent advances in crop water stress detection

SO Ihuoma, CA Madramootoo - Computers and Electronics in Agriculture, 2017 - Elsevier
In order to meet the demand for increased global food production under limited water
resources, implementation of suitable irrigation scheduling technique is crucial, particularly …

Evapotranspiration estimates derived using thermal-based satellite remote sensing and data fusion for irrigation management in California vineyards

KR Knipper, WP Kustas, MC Anderson, JG Alfieri… - Irrigation Science, 2019 - Springer
Abstract Irrigation in the Central Valley of California is essential for successful wine grape
production. With reductions in water availability in much of California due to drought and …

UAV-based remote sensing in plant stress imagine using high-resolution thermal sensor for digital agriculture practices: A meta-review

M Awais, W Li, MJM Cheema, QU Zaman… - International Journal of …, 2022 - Springer
Water management is becoming a critical issue for sustainable agriculture, especially in the
semi-arid region, where problems with water scarcity are rising. More accurate water status …

[HTML][HTML] Plant-based methods for irrigation scheduling of woody crops

JE Fernández - Horticulturae, 2017 - mdpi.com
The increasing world population and expected climate scenarios impel the agricultural
sector towards a more efficient use of water. The scientific community is responding to that …

A survey of unmanned aerial sensing solutions in precision agriculture

A Mukherjee, S Misra, NS Raghuwanshi - Journal of Network and …, 2019 - Elsevier
We attribute the gain in popularity of Unmanned Aerial Vehicles (UAV), Platforms and
Systems (UAS) to its ease of operation, versatility, and risk-free piloting. The primary UAV …