A review of deep learning in multiscale agricultural sensing

D Wang, W Cao, F Zhang, Z Li, S Xu, X Wu - Remote Sensing, 2022 - mdpi.com
Population growth, climate change, and the worldwide COVID-19 pandemic are imposing
increasing pressure on global agricultural production. The challenge of increasing crop yield …

Unmanned aerial vehicles in agriculture: A review of perspective of platform, control, and applications

J Kim, S Kim, C Ju, HI Son - Ieee Access, 2019 - ieeexplore.ieee.org
For agricultural applications, regularized smart-farming solutions are being considered,
including the use of unmanned aerial vehicles (UAVs). The UAVs combine information and …

Application of unmanned aerial vehicles in precision agriculture

MN Tahir, Y Lan, Y Zhang, H Wenjiang, Y Wang… - Precision …, 2023 - Elsevier
Unmanned aerial vehicles (UAVs) are the robotic devices that can fly without the help of a
pilot. These robotic devices include a broad range of vehicles such as drones, micro and …

A bibliometric analysis on the use of unmanned aerial vehicles in agricultural and forestry studies

E Raparelli, S Bajocco - International Journal of Remote Sensing, 2019 - Taylor & Francis
The unmanned aerial vehicles (UAVs) represent one of the most important innovation
technologies of the last years; the progress made in the field of sensors has allowed to equip …

Deep learning-based identification system of weeds and crops in strawberry and pea fields for a precision agriculture sprayer

S Khan, M Tufail, MT Khan, ZA Khan, S Anwar - Precision Agriculture, 2021 - Springer
Controlling weed infestation through chemicals (herbicides & pesticides) is essential for crop
yield. However, excessive use of these chemicals has caused severe agronomic and …

Precision agriculture and unmanned aerial Vehicles (UAVs)

R Raj, S Kar, R Nandan, A Jagarlapudi - Unmanned aerial vehicle …, 2020 - Springer
Farming in developing countries is majorly dependent on the traditional knowledge of
farmers, with unscientific agricultural practices commonly implemented, leading to low …

Fundamental research on unmanned aerial vehicles to support precision agriculture in oil palm plantations

RR Shamshiri, IA Hameed… - Agricultural Robots …, 2018 - books.google.com
Unmanned aerial vehicles carrying multimodal sensors for precision agriculture (PA)
applications face adaptation challenges to satisfy reliability, accuracy, and timeliness. Unlike …

A review of UAV platforms, sensors, and applications for monitoring of sugarcane crops

N Amarasingam, ASA Salgadoe, K Powell… - Remote Sensing …, 2022 - Elsevier
Recent advancements in the application of unmanned aerial vehicles (UAVs) based remote
sensing (RS) in precision agricultural practices have been critical in enhancing crop health …

Using drones in agriculture: unmanned aerial systems for agricultural remote sensing applications

C Malveaux, SG Hall, R Price - … , Quebec Canada July 13–July 16 …, 2014 - elibrary.asabe.org
Vertical and short-field takeoff and landing capable unmanned aerial vehicles, commonly
referred to as drones can be equipped to carry various agricultural sensors ranging from …

Barley yield and fertilization analysis from UAV imagery: a deep learning approach

HJ Escalante, S Rodríguez-Sánchez… - … journal of remote …, 2019 - Taylor & Francis
In a world with great challenges in food security, optimising cereal production is critical.
Cereals are the most important food source for human consumption. The fourth important …