[HTML][HTML] Integration of remote sensing and machine learning for precision agriculture: a comprehensive perspective on applications

J Wang, Y Wang, G Li, Z Qi - Agronomy, 2024 - mdpi.com
Due to current global population growth, resource shortages, and climate change, traditional
agricultural models face major challenges. Precision agriculture (PA), as a way to realize the …

Improved monitoring of southern corn rust using UAV-based multi-view imagery and an attention-based deep learning method

Z Lv, B Xu, L Zhong, G Chen, Z Huang, R Sun… - … and Electronics in …, 2024 - Elsevier
Southern corn rust (SCR) is a significant foliar disease, which can result in substantial corn
yield losses. Unmanned aerial vehicle (UAV)-based optical remote sensing presents a …

[HTML][HTML] Research on the Identification of Wheat Fusarium Head Blight Based on Multispectral Remote Sensing from UAVs

P Dong, M Wang, K Li, H Qiao, Y Zhao, F Bacao, L Shi… - Drones, 2024 - mdpi.com
Fusarium head blight (FHB), a severe ailment triggered by fungal pathogens, poses a
considerable risk to both the yield and quality of winter wheat worldwide, underscoring the …

[HTML][HTML] Applications of Computer Vision

E Cernadas - Electronics, 2024 - mdpi.com
Computer vision (CV) is a broad term mainly used to refer to processing image and video
data. CV aims to enable machines to perceive, observe, and understand the physical world …

Comprehensive wheat lodging detection under different UAV heights using machine/deep learning models

J Long, Z Zhang, Q Zhang, X Zhao… - … and Electronics in …, 2025 - Elsevier
Wheat plays an important role in securing global food safety. Since wheat lodging
significantly lowers yield and quality, it is therefore important to obtain wheat lodging …

DSCONV-GAN: a UAV-BASED model for Verticillium Wilt disease detection in Chinese cabbage in complex growing environments

J Zhang, D Zhang, J Liu, Y Zhou, X Cui, X Fan - Plant Methods, 2024 - Springer
Verticillium wilt greatly hampers Chinese cabbage growth, causing significant yield
limitations. Rapid and accurate detection of Verticillium wilt in the Chinese cabbage …

Comparative Analysis of Path Planning Algorithms for Multi-UAV Systems in Dynamic and Cluttered Environments: A Focus on Efficiency, Smoothness, and Collision …

R Sukwadi, G Airlangga, WW Basuki… - … Journal of Robotics …, 2024 - search.ebscohost.com
This study evaluates the performance of various path planning algorithms for multi-UAV
systems in dynamic and cluttered environments, focusing on critical metrics such as path …

[HTML][HTML] Discrete Cartesian Coordinate Transformations: Using Algebraic Extension Methods

A Kadyrzhan, D Matrassulova, Y Vitulyova… - Applied Sciences, 2025 - mdpi.com
It is shown that it is reasonable to use Galois fields, including those obtained by algebraic
extensions, to describe the position of a point in a discrete Cartesian coordinate system in …

[HTML][HTML] Smart Monitoring Method for Land-Based Sources of Marine Outfalls Based on an Improved YOLOv8 Model

S Zhao, H Zhou, H Yang - Water, 2024 - mdpi.com
Land-based sources of marine outfalls are a major source of marine pollution. The
monitoring of land-based sources of marine outfalls is an important means for marine …

Plantation Monitoring Using Drone Images: A Dataset and Performance Review

Y Karumanchi, GL Prasanna, S Mukherjee… - arxiv preprint arxiv …, 2025 - arxiv.org
Automatic monitoring of tree plantations plays a crucial role in agriculture. Flawless
monitoring of tree health helps farmers make informed decisions regarding their …