Recent advances in crop disease detection using UAV and deep learning techniques

TB Shahi, CY Xu, A Neupane, W Guo - Remote Sensing, 2023‏ - mdpi.com
Because of the recent advances in drones or Unmanned Aerial Vehicle (UAV) platforms,
sensors and software, UAVs have gained popularity among precision agriculture …

Automation in agriculture by machine and deep learning techniques: A review of recent developments

MH Saleem, J Potgieter, KM Arif - Precision Agriculture, 2021‏ - Springer
Recently, agriculture has gained much attention regarding automation by artificial
intelligence techniques and robotic systems. Particularly, with the advancements in machine …

Drones in plant disease assessment, efficient monitoring, and detection: A way forward to smart agriculture

A Abbas, Z Zhang, H Zheng, MM Alami, AF Alrefaei… - Agronomy, 2023‏ - mdpi.com
Plant diseases are one of the major threats to global food production. Efficient monitoring
and detection of plant pathogens are instrumental in restricting and effectively managing the …

[HTML][HTML] Automatic identification and monitoring of plant diseases using unmanned aerial vehicles: A review

K Neupane, F Baysal-Gurel - Remote Sensing, 2021‏ - mdpi.com
Disease diagnosis is one of the major tasks for increasing food production in agriculture.
Although precision agriculture (PA) takes less time and provides a more precise application …

A review on the use of unmanned aerial vehicles and imaging sensors for monitoring and assessing plant stresses

JGA Barbedo - Drones, 2019‏ - mdpi.com
Unmanned aerial vehicles (UAVs) are becoming a valuable tool to collect data in a variety of
contexts. Their use in agriculture is particularly suitable, as those areas are often vast …

A systematic review on monitoring and advanced control strategies in smart agriculture

SI Hassan, MM Alam, U Illahi, MA Al Ghamdi… - Ieee …, 2021‏ - ieeexplore.ieee.org
Automation in agriculture nowadays is the main focus and area of development for various
countries. The population rate of the world is increasing rapidly and will be double in …

[HTML][HTML] Unmanned aircraft system (UAS) technology and applications in agriculture

SC Hassler, F Baysal-Gurel - Agronomy, 2019‏ - mdpi.com
Numerous sensors have been developed over time for precision agriculture; though, only
recently have these sensors been incorporated into the new realm of unmanned aircraft …

Sustaining yield and nutritional quality of peanuts in harsh environments: Physiological and molecular basis of drought and heat stress tolerance

N Puppala, SN Nayak, A Sanz-Saez, C Chen… - Frontiers in …, 2023‏ - frontiersin.org
Climate change is significantly impacting agricultural production worldwide. Peanuts provide
food and nutritional security to millions of people across the globe because of its high …

[HTML][HTML] UAS-based plant phenoty** for research and breeding applications

W Guo, ME Carroll, A Singh, TL Swetnam… - Plant …, 2021‏ - spj.science.org
Unmanned aircraft system (UAS) is a particularly powerful tool for plant phenoty**, due to
reasonable cost of procurement and deployment, ease and flexibility for control and …

Early detection of rubber tree powdery mildew using UAV-based hyperspectral imagery and deep learning

T Zeng, Y Wang, Y Yang, Q Liang, J Fang, Y Li… - … and Electronics in …, 2024‏ - Elsevier
Rubber tree powdery mildew (PM) is one of the most critical leaf diseases of rubber trees.
The epidemic of this disease can seriously affect natural rubber yields and necessitates …