10种典型干旱荒漠植物冠层光谱和水分特征分析

Wei Huaidong, Liao Jingjing, C. Fang, Zhang Bo, Zhou Lanping, Li Ya, Yang Xuemei
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摘要

植物水分是影响植物光合、呼吸、生物量等生理生化指标的主要因子。植物含水量调查是植被研究的重要组成部分。利用高光谱技术研究典型荒漠植物水分含量与冠层光谱的关系,对干旱荒漠地区植被遥感监测具有重要意义。本研究利用ASD便携式地面光谱仪测定了10种典型荒漠植物的冠层光谱曲线。利用相关系数法和植被指数法分析了不同荒漠植物的光谱特征及其与冠层含水量的关系。结果表明:1)荒漠植物在可见-近红外波段的反射率曲线具有绿色植物的一般特征,具有明显的“绿峰”特征和“红边效应”。2)在954 ~ 973 nm、1184 ~ 1198 nm和1440 ~ 1462 nm三个波段,荒漠植物存在明显的吸水谷。其中,1440 ~ 1462 nm波段光谱反射率与含水量的相关系数大于0.8,具有较强的线性相关性。3) WBI (Water Band Index)、NDWI (Normalized Difference Water Index)、NDII (Normalized Difference Infrared Index)、MSI (Moisture Stress Index)与植物含水量呈显著相关(P<0.05),且冠层含水量指数与植被含水量实测值具有较高的一致性,能够反映荒漠植被含水量的变化。
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The Characteristic Analysis of Canopy Spectrum and Moisture Content of 10 Typical Arid Desert Plants
Plant water is a main factor to affect physiological and biochemical indexes of plants like photosynthesis, respiration, and biomass and so on. The investigation of plant water content is an important part of vegetation research. The study of the relationship between water content and canopy spectrum of typical desert plants by hyper spectral has great significance for remote sensing monitoring of vegetation in arid desert areas. The canopy spectral curves of 10 typical desert plants were determined by ASD portable ground spectrometer in this study. The correlation coefficient method and vegetation index method were used to analyze the spectral characteristics of different desert plants and their relationship with canopy moisture content. The results show: 1) the reflectance curve of desert plants has the general characteristics of green plants in the visible-near-infrared band, with obvious "green peak" characteristics and "red edge effect". 2) In the three wavebands of 954-973 nm, 1184-1198 nm and 1440-1462 nm, desert plants have obvious water absorption valleys. Among them, the correlation coefficient between spectral reflectance and water content in the 1440-1462 nm band is greater than 0.8, and they have strong linear correlation. 3) WBI (Water Band Index), NDWI (Normalized Difference Water Index), NDII (Normalized Difference Infrared Index), MSI (Moisture Stress Index) were significantly correlated with plant water content (P<0.05), and the measured values of canopy moisture content index and vegetation moisture have high consistency and can reflect the change of moisture content of desert vegetation.
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