首页|青藏高原不同植被亚型的光谱特征分析

青藏高原不同植被亚型的光谱特征分析

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光谱曲线是植被生理性状的重要表征,研究植被光谱对监测植被的生长状况和健康状态具有重要意义.当前植被光谱研究多对同一植被型内不同植被进行分析,鲜有系统地整合不同植被亚型光谱特征的报道.近年来青藏高原的生态格局发生了重大变化,为实现基于青藏高原大范围尺度的植被光谱特征研究工作,探讨不同植被亚型的光谱可分离性,基于高分辨率Sentinel-2A/B遥感影像,通过一阶微分光谱和植被指数对青藏高原19种植被亚型的光谱曲线进行分析.结果表明:(1)植被亚型的光谱曲线在近红外波段表现出明显差异,其反射率值可用于区分不同植被亚型;(2)一阶微分处理能够明确植被三边特征,植被的一阶微分光谱具有规律性,在红边处差异显著;(3)不同植被亚型的植被指数与红边参数变化相一致,植被指数虽然数值偏小但具有区分性;(4)综合运用光谱反射率值、三边参数和植被指数,可区分不同植被亚型.在植被亚型的尺度上分析了不同植被的光谱曲线特征,实验结果可为植被亚型光谱数据库的完善提供数据支撑,对青藏高原植被亚型精细识别工作具有实际意义.
Spectral Characteristics Analysis of Different Vegetation Subformations on the Qinghai-Tibet Plateau
The spectral curve is an important representation of vegetation physiological traits.The study of vegetation spectra is significant for monitoring vegetation growth and health status.Current research on vegetation spectra mainly analyzes different vegetation within the same vegetation type,and there are few reports on the systematic integration of spectral characteristics of different vegetation subformations.The ecological pattern of the Tibetan Plateau has changed significantly in recent years.To conduct research on vegetation spectral characteristics on a large scale in the Qinghai-Tibet Plateau region and to explore the spectral separability among different vegetation subformations based on high-resolution Sentinel-2A/B remote sensing images,the spectral curves of 19 vegetation subformations were analyzed by using the first derivative of the spectrum and vegetation indices.The results showed that:(1)The spectral curves of vegetation sub-formations exhibit significant differences in the near-infrared band,and their reflectance value can be used to distinguish different vegetation sub-formations;(2)First-order derivative processing can elucidate the three-edge features characteristics of vegetation,the first-order derivative spectra of vegetation are of certain regularity,with significant differences in the red edge;(3)Vegetation indices of different vegetation subformations are consistent with changes of the red edge characteristics parameter,and the vegetation indices are discriminative,although their values are relatively small;(4)By combining near-infrared peaks,three-edge characteristics parameters,and vegetation indices,different vegetation subformations can be distinguished.This study analyzed the spectral curve characteristics of different vegetation at the vegetation subformations scale.The experimental results can provide data support for improving the vegetation subformations spectral database and have practical significance for the fine identification of vegetation subtypes on the Qinghai-Tibet Plateau.

Qinghai-Tibet PlateauVegetation subformationsSpectral characteristicsFirst derivativeThree-edge parameters

牛洁琼、任鸿瑞、周广胜

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太原理工大学测绘科学与技术系,山西太原 030024

中国气象科学研究院,北京 100081

青藏高原 植被亚型 光谱特征 一阶微分 三边特征参数

第二次青藏高原综合科学考察研究项目

2019QZKK0106

2024

光谱学与光谱分析
中国光学学会

光谱学与光谱分析

CSTPCD北大核心
影响因子:0.897
ISSN:1000-0593
年,卷(期):2024.44(9)