Application of multiple spectral systems for the tree disease detection: A review

IF 5.4 2区化学 Q1 INSTRUMENTS & INSTRUMENTATION

Applied Spectroscopy Reviews Pub Date : 2021-06-12 DOI:10.1080/05704928.2021.1930552

Shiyan Fang, Ruiyan Cui, Yan Wang, Yanru Zhao, Keqiang Yu, Ao Jiang

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引用次数: 14

Abstract

Abstract Tree diseases endanger forestry and fruit tree plantations seriously worldwide in the past decades, leading to significant economic losses for the agricultural production sector. Rapid and accurate detection of tree diseases is crucial in tree protection. Despite molecular biological detection methods have prominent specificity, they are time-consuming and laborious, and are not suitable for large-scale detection of tree diseases. Spectroscopy with nondestructive, rapid, and high throughput characteristics has been applied to plant disease detection. Spectral detection systems are divided into three categories according to the spectrometer's carrying platform: portable hand-held spectrometer, airborne vehicle-mounted spectrometer, and large laboratory spectrometer. This review summarized three main spectral detection systems and their advantages and disadvantages in detecting various diseases of forestry and fruit trees: including detection of the single disease, multiple stress, and early disease using Visible/near-infrared, Raman, and hyperspectral imaging. Finally, spectroscopy detection technology applications of challenges were summarized, highlighting future trends.

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多光谱系统在树木病害检测中的应用综述

近几十年来，树木病害严重危害着世界范围内的林业和果树种植园，给农业生产部门造成了重大的经济损失。树木病害的快速、准确检测是保护树木的关键。分子生物学检测方法具有突出的特异性，但费时费力，不适合大规模检测树木病害。光谱学具有无损、快速、高通量等特点，已广泛应用于植物病害检测。光谱检测系统根据光谱仪的携带平台分为三类:便携式手持光谱仪、机载车载光谱仪和大型实验室光谱仪。本文综述了三种主要的光谱检测系统及其在林业和果树各种病害检测中的优缺点:包括利用可见光/近红外、拉曼和高光谱成像技术检测单一病害、多重胁迫和病害早期。最后，对光谱检测技术应用面临的挑战进行了总结，突出了未来发展趋势。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Applied Spectroscopy Reviews 工程技术-光谱学

CiteScore

13.80

自引率

1.60%

发文量

审稿时长

1 months

期刊介绍： Applied Spectroscopy Reviews provides the latest information on the principles, methods, and applications of all the diverse branches of spectroscopy, from X-ray, infrared, Raman, atomic absorption, and ESR to microwave, mass, NQR, NMR, and ICP. This international, single-source journal presents discussions that relate physical concepts to chemical applications for chemists, physicists, and other scientists using spectroscopic techniques.