Wide-Field-of-View Multispectral Camera Design for Continuous Turfgrass Monitoring

Author:

Smeesters Lien1ORCID,Verbaenen Jef1,Schifano Luca1,Vervaeke Michael1,Thienpont Hugo1ORCID,Teti Giancarlo2,Forconi Alessio3,Lulli Filippo3ORCID

Affiliation:

1. Brussels Photonics (B-PHOT) and Flanders Make, Department of Applied Physics and Photonics, Vrije Universiteit Brussel, Pleinlaan 2, 1050 Brussels, Belgium

2. Robotech, Via Mazzini 82, 19038 Sarzana, SP, Italy

3. Turf Europe, Via Malasoma 24, 56122 Pisa, PI, Italy

Abstract

Sustainably using resources, while reducing the use of chemicals, is of major importance in agriculture, including turfgrass monitoring. Today, crop monitoring often uses camera-based drone sensing, offering an accurate evaluation but typically requiring a technical operator. To enable autonomous and continuous monitoring, we propose a novel five-channel multispectral camera design suitable for integrating it inside lighting fixtures and enabling the sensing of a multitude of vegetation indices by covering visible, near-infrared and thermal wavelength bands. To limit the number of cameras, and in contrast to the drone-sensing systems that show a small field of view, a novel wide-field-of-view imaging design is proposed, featuring a field of view exceeding 164°. This paper presents the development of the five-channel wide-field-of-view imaging design, starting from the optimization of the design parameters and moving toward a demonstrator setup and optical characterization. All imaging channels show an excellent image quality, indicated by an MTF exceeding 0.5 at a spatial frequency of 72 lp/mm for the visible and near-infrared imaging designs and 27 lp/mm for the thermal channel. Consequently, we believe our novel five-channel imaging design paves the way toward autonomous crop monitoring while optimizing resource usage.

Funder

European Union’s Horizon2020

Interreg

Flanders Make

Methusalem and Hercules foundations and the OZR of the Vrije Universiteit Brussel

ARTES 4.0 Consortium

Bando R&S 1

Publisher

MDPI AG

Subject

Electrical and Electronic Engineering,Biochemistry,Instrumentation,Atomic and Molecular Physics, and Optics,Analytical Chemistry

Reference52 articles.

1. European Court of Auditors (2021). Sustainable Water Use in Agriculture, European Court of Auditors.

2. (2022, June 24). European Commission Sustainable Use of Pesticides. Available online: https://ec.europa.eu/food/plants/pesticides/sustainable-use-pesticides_en.

3. UAV-Based Multispectral Remote Sensing for Precision Agriculture: A Comparison between Different Cameras;Deng;ISPRS J. Photogramm. Remote Sens.,2018

4. Thermal Imaging Detects Early Drought Stress in Turfgrass Utilizing Small Unmanned Aircraft Systems;Hong;Agrosyst. Geosci. Environ.,2019

5. A Light-Weight Multispectral Sensor for Micro UAV–Opportunities for Very High Resolution Airborne Remote Sensing;Nebiker;Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci.,2008

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