Detecting Brown Planthopper, Nilaparvata lugens (Stål) Damage in Rice Using Hyperspectral Remote Sensing

IF 1.5 4区 农林科学 Q4 BIOCHEMISTRY & MOLECULAR BIOLOGY
Eere Vidya Madhuri, Rabi N. Sahoo, Selvaprakash Ramalingam, Subhash Chander, Sharan Paramimuthu, Rajna Salim
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Abstract

Remote sensing is being increasingly used in agricultural stress management, offering real-time analysis of crop stress beyond what can be observed visually alone. Hopper burn, induced by brown planthopper (BPH, Nilaparvata lugens) is a significant challenge to rice production in India. This study aims to characterize the spectral reflectance of rice plants with different infestation levels of 2nd instar BPH nymphs across three varieties namely Pusa Basamti-1509, Pusa Basmati-1121, and TN-1 (susceptible variety to BPH). The differential infestation included 0, 5, 10, 20, 40, 80, 100, 200 number of nymphs. The spectral signatures of the crop were collected at 20 and 40 days after infestation (DAI). The results indicated a distinct change in reflectance pattern between healthy and infested rice plants across all three varieties in green (490–559 nm), yellow (560–584 nm), orange (585–639 nm), and red (640–699 nm) region of visible portion as affected by chlorophyll pigments and in NIR region (700–1800 nm) as affected by cell structure and in water absorption (1915 nm) region of SWIR portion. The specific wavelength band (470, 660,750, 1800, 1915 nm) showing a correlation above 0.8 with pest severity level, was identified as sensitive for assessing BPH damage. Analysis of reflectance changes across wavelengths highlighted that the first derivative has a strong correlation between BPH severity and reflectance in the green region (500–540 nm) and red edge position (680–760 nm). The amplitude of the red edge value decreased with an increase in the severity level of insects. This study identifies the sensitivity of visible and near-infrared regions in detecting and assessing BPH infestation severity.

水稻褐飞虱危害的高光谱遥感检测
遥感正越来越多地用于农业胁迫管理,它提供了对作物胁迫的实时分析,而不仅仅是视觉上可以观察到的。由褐飞虱(BPH, Nilaparvata lugens)引起的斗烧是对印度水稻生产的重大挑战。本研究旨在研究3个水稻品种——Pusa Basamti-1509、Pusa basamti -1121和TN-1 (BPH易感品种)在2龄BPH侵染水平不同时的光谱反射率。雌雄若虫数分别为0、5、10、20、40、80、100、200。在侵染后20天和40天采集作物的光谱特征。结果表明,3个品种健康稻和侵染稻在叶绿素色素的影响下,可见部分的绿色(490 ~ 559 nm)、黄色(560 ~ 584 nm)、橙色(585 ~ 639 nm)和红色(640 ~ 699 nm)区域,近红外区域(700 ~ 1800 nm)受细胞结构的影响,SWIR部分的吸水(1915 nm)区域的反射模式发生了明显变化。特定波长波段(470、660,750、1800和1915 nm)与害虫严重程度的相关性大于0.8,被确定为评估BPH损害的敏感波段。对不同波长反射率变化的分析表明,BPH的严重程度与绿色区域(500-540 nm)和红色边缘位置(680-760 nm)的反射率有很强的相关性。红边值的振幅随昆虫严重程度的增加而减小。本研究确定了可见光和近红外区域在检测和评估BPH侵袭严重程度方面的敏感性。
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来源期刊
CiteScore
4.30
自引率
4.50%
发文量
115
审稿时长
12 months
期刊介绍: Archives of Insect Biochemistry and Physiology is an international journal that publishes articles in English that are of interest to insect biochemists and physiologists. Generally these articles will be in, or related to, one of the following subject areas: Behavior, Bioinformatics, Carbohydrates, Cell Line Development, Cell Signalling, Development, Drug Discovery, Endocrinology, Enzymes, Lipids, Molecular Biology, Neurobiology, Nucleic Acids, Nutrition, Peptides, Pharmacology, Pollinators, Proteins, Toxicology. Archives will publish only original articles. Articles that are confirmatory in nature or deal with analytical methods previously described will not be accepted.
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