[HTML][HTML] A review on unmanned aerial vehicle remote sensing: Platforms, sensors, data processing methods, and applications

Z Zhang, L Zhu - Drones, 2023 - mdpi.com
In recent years, UAV remote sensing has gradually attracted the attention of scientific
researchers and industry, due to its broad application prospects. It has been widely used in …

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 …

[HTML][HTML] Recent advances of hyperspectral imaging technology and applications in agriculture

B Lu, PD Dao, J Liu, Y He, J Shang - Remote Sensing, 2020 - mdpi.com
Remote sensing is a useful tool for monitoring spatio-temporal variations of crop
morphological and physiological status and supporting practices in precision farming. In …

Plant disease detection using drones in precision agriculture

R Chin, C Catal, A Kassahun - Precision Agriculture, 2023 - Springer
Plant diseases affect the quality and quantity of agricultural products and have an impact on
food safety. These effects result in a loss of income in the production sectors which are …

[HTML][HTML] Current state of hyperspectral remote sensing for early plant disease detection: A review

A Terentev, V Dolzhenko, A Fedotov, D Eremenko - Sensors, 2022 - mdpi.com
The development of hyperspectral remote sensing equipment, in recent years, has provided
plant protection professionals with a new mechanism for assessing the phytosanitary state of …

[HTML][HTML] Towards sustainable agriculture: Harnessing AI for global food security

DK Pandey, R Mishra - Artificial Intelligence in Agriculture, 2024 - Elsevier
The issue of food security continues to be a prominent global concern, affecting a significant
number of individuals who experience the adverse effects of hunger and malnutrition. The …

[HTML][HTML] A review on UAV-based applications for plant disease detection and monitoring

L Kouadio, M El Jarroudi, Z Belabess, SE Laasli… - Remote Sensing, 2023 - mdpi.com
Remote sensing technology is vital for precision agriculture, aiding in early issue detection,
resource management, and environmentally friendly practices. Recent advances in remote …

RustQNet: Multimodal deep learning for quantitative inversion of wheat stripe rust disease index

J Deng, D Hong, C Li, J Yao, Z Yang, Z Zhang… - … and Electronics in …, 2024 - Elsevier
Quantitative remote sensing of crop diseases at the field or plot scale is essential for crop
management. Conventional approaches frequently rely solely on single-modal remote …

[HTML][HTML] Plant disease diagnosis using deep learning based on aerial hyperspectral images: A review

LW Kuswidiyanto, HH Noh, X Han - Remote Sensing, 2022 - mdpi.com
Plant diseases cause considerable economic loss in the global agricultural industry. A
current challenge in the agricultural industry is the development of reliable methods for …