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Detection of Basal Stem Rot (BSR) disease at oil palm plantation using hyperspectral imaging

机译:使用高光谱成像技术检测油棕种植园的基础茎腐病(BSR)

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Basal Stem Rot (BSR) disease is major threat to oil palm plantation caused by fungi Ganoderma boninensis sp in which the symptom visually noticeable only at the late stage of infection. The objective of this study is to detect presence of BSR disease by using airborne hyperspectral imaging. The study site was located at Kertam Oil Palm Plantation, Sabah, Malaysia covering 5,000 ha area. Hyperspectral image was captured by flying at 1,000m altitude to achieve 1.0m × 1.0m spatial resolution image using the AISA Dual sensor. Upon samples collected, image was classified using Spectral Angular Mapper (SAM) classification. Verification was conducted by taking tissue samples from the basal stem of randomly selected palm at the site. Samples collected were subsequently tested in Ganoderma Selective Medium (GSM) in Petri dish to observe fungus presence. Results showed that from 51 palms suspected with BSR disease by hyperspectral imaging, 49 palms (96%) were found to be correct. Study results concluded that airborne hyperspectral imaging can be reliably applied to detect BSR disease even at early detection.
机译:基干腐烂病(BSR)是真菌真菌灵芝菌对油棕种植园的主要威胁,其中真菌症状仅在感染后期才在视觉上可见。这项研究的目的是通过使用机载高光谱成像来检测BSR疾病的存在。研究地点位于马来西亚沙巴的Kertam油棕种植园,占地5,000公顷。通过使用AISA Dual传感器在1,000m的高度飞行以获取1.0m×1.0m的空间分辨率图像来捕获高光谱图像。收集样品后,使用光谱角映射器(SAM)分类对图像进行分类。验证是通过从该部位随机选择的棕榈基茎中提取组织样本来进行的。随后将收集的样品在培养皿中的灵芝选择性培养基(GSM)中进行测试,以观察真菌的存在。结果表明,通过高光谱成像从51名怀疑患有BSR疾病的手掌中,发现49只手掌(96%)是正确的。研究结果表明,即使在早期发现,机载高光谱成像也可以可靠地用于检测BSR疾病。

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