Review on unmanned aerial vehicles, remote sensors, imagery processing, and their applications in agriculture

D Olson, J Anderson - Agronomy Journal, 2021 - Wiley Online Library
Unmanned aerial vehicles (UAV) and the sensors they can be equipped with are becoming
more technologically advanced and common place within the agricultural industry. The …

[HTML][HTML] A Comprehensive Survey of Drones for Turfgrass Monitoring

L Parra, A Ahmad, M Zaragoza-Esquerdo… - Drones, 2024 - mdpi.com
Drones are being used for agriculture monitoring in many different crops. Nevertheless, the
use of drones for green areas' evaluation is limited, and information is scattered. In this …

Estimation of above-ground biomass of winter wheat based on consumer-grade multi-spectral UAV

F Wang, M Yang, L Ma, T Zhang, W Qin, W Li, Y Zhang… - Remote Sensing, 2022 - mdpi.com
One of the problems of optical remote sensing of crop above-ground biomass (AGB) is that
vegetation indices (VIs) often saturate from the middle to late growth stages. This study …

Potato crop stress identification in aerial images using deep learning‐based object detection

S Butte, A Vakanski, K Duellman, H Wang… - Agronomy …, 2021 - Wiley Online Library
Recent research on the application of remote sensing and deep learning‐based analysis in
precision agriculture demonstrated a potential for improved crop management and reduced …

Random forest regression results in accurate assessment of potato nitrogen status based on multispectral data from different platforms and the critical concentration …

J Peng, K Manevski, K Kørup, R Larsen… - Field Crops …, 2021 - Elsevier
Remote sensing can be used for precision nutrient management to assess plant nitrogen (N)
status in a spatially detailed and real-time manner. Despite recent advances in satellite-and …

An approach for route optimization in applications of precision agriculture using UAVs

K Srivastava, PC Pandey, JK Sharma - Drones, 2020 - mdpi.com
This research paper focuses on providing an algorithm by which (Unmanned Aerial
Vehicles) UAVs can be used to provide optimal routes for agricultural applications such as …

Crop monitoring using Sentinel-2 and UAV multispectral imagery: A comparison case study in Northeastern Germany

M Li, RR Shamshiri, C Weltzien, M Schirrmann - Remote Sensing, 2022 - mdpi.com
Monitoring within-field crop variability at fine spatial and temporal resolution can assist
farmers in making reliable decisions during their agricultural management; however, it …

Comparative sensitivity of vegetation indices measured via proximal and aerial sensors for assessing n status and predicting grain yield in rice cropping systems

TH Rehman, ME Lundy, BA Linquist - Remote Sensing, 2022 - mdpi.com
Reflectance-based vegetation indices can be valuable for assessing crop nitrogen (N) status
and predicting grain yield. While proximal sensors have been widely studied in agriculture …

Utilizing spectral, structural and textural features for estimating oat above-ground biomass using UAV-based multispectral data and machine learning

R Dhakal, M Maimaitijiang, J Chang, M Caffe - Sensors, 2023 - mdpi.com
Accurate and timely monitoring of biomass in breeding nurseries is essential for evaluating
plant performance and selecting superior genotypes. Traditional methods for phenotyping …

UAVs technology for the development of GUI based application for precision agriculture and environmental research

K Srivastava, AJ Bhutoria, JK Sharma, A Sinha… - Remote Sensing …, 2019 - Elsevier
Farmers, agencies, agricultural research community and firms require access to tools to
analyze and estimate stressed and productive regions to obtain higher yield. At present, this …