JOURNAL ARTICLE

Imagery from unmanned aerial vehicles for early site specific weed management

Abstract

A new aerial platform has become available in recent years for image acquisition, the unmanned aerial vehicle (UAV). This article defines and evaluates the technical specifications of a UAV and the spatial and spectral properties of the images captured by two different sensors, a still visible band camera and a six-band multispectral camera, for early site-specific weed management applications (ESSWM). The tested UAV has shown promising ability for remote sensing for agricultural data collection. It enables the acquisition of ultra-high spatial resolution imagery (pixel size 1–5 cm). Moreover, the analysis of the spectral information acquired showed promising results for ESSWM.

Keywords:
Multispectral image Remote sensing Aerial imagery Aerial survey Precision agriculture Aerial photography Image resolution Computer science Pixel Computer vision Artificial intelligence Drone Spectral bands Environmental science Geography Agriculture

Metrics

5
Cited By
0.52
FWCI (Field Weighted Citation Impact)
11
Refs
0.72
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Remote Sensing in Agriculture
Physical Sciences →  Environmental Science →  Ecology
Remote Sensing and LiDAR Applications
Physical Sciences →  Environmental Science →  Environmental Engineering
Land Use and Ecosystem Services
Physical Sciences →  Environmental Science →  Global and Planetary Change
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