A spectral analysis of 25 boreal tree species

IF 1.7 3区 农林科学 Q2 FORESTRY Silva Fennica Pub Date : 2017-09-12 DOI:10.14214/SF.7753
A. Hovi, Pekka Raitio, M. Rautiainen
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引用次数: 73

Abstract

Spectral libraries have a fundamental role in the development of interpretation methods for airborne and satellite-borne remote sensing data. This paper presents to-date the largest spectral measurement campaign of boreal tree species. Reflectance and transmittance spectra of over 600 leaf and needle samples from 25 species were measured in the Helsinki area (Finland) using integrating sphere systems attached to an ASD FieldSpec 4 spectroradiometer. Factors influencing the spectra and red edge inflection point (REIP) were quantified using one-way analysis of variance. Tree species differed most in the shortwave-infrared (1500–2500 nm) and least in the visible (400–700 nm) wavelength region. Species belonging to same genera showed similar spectral characteristics. Upper (adaxial) and lower (abaxial) leaf sides differed most in the visible region. Canopy position (sunlit/shaded) had a minor role in explaining spectral variation. For evergreen conifers, current and previous year needles differed in their spectra, current-year needles resembling those of broadleaved and deciduous conifers. Two broadleaved species were monitored throughout the growing season (May–October), and two conifers were measured twice during summer (June, September). Rapid changes were observed in the spectra in early spring and late autumn, whereas seasonal variations during summer months were relatively small for both broadleaved and coniferous species. Based on our results, shortwave-infrared seems promising in separating tree species, although it is to-date least studied. The spectral library reported here (Version 1.0) is publicly available through the SPECCHIO Spectral Information System.
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25种北方树种的光谱分析
光谱库在发展航空和卫星遥感数据的解释方法方面具有根本作用。本文介绍了迄今为止最大规模的北方树种光谱测量活动。利用ASD fieldspec4光谱辐射计对芬兰赫尔辛基地区25种植物600余份叶片和针叶样品的反射和透射光谱进行了测量。采用单因素方差分析对影响光谱和红边拐点的因素进行量化。不同树种在短波红外波段(1500 ~ 2500 nm)差异最大,在可见光波段(400 ~ 700 nm)差异最小。属于同一属的种表现出相似的光谱特征。在可见区域上(正面)和下(背面)叶面差异最大。冠层位置(光照/遮荫)对光谱变化的解释作用较小。常绿针叶树今年针叶与往年针叶光谱不同,今年针叶与阔叶针叶和落叶针叶针叶相似。两种阔叶树在整个生长季节(5 - 10月)进行监测,两种针叶树在夏季(6月、9月)进行两次监测。在早春和晚秋,阔叶树和针叶树的光谱变化较快,而在夏季,季节变化相对较小。根据我们的研究结果,短波红外线在分离树种方面似乎很有希望,尽管迄今为止研究最少。这里报告的光谱库(1.0版)可通过SPECCHIO光谱信息系统公开获取。
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来源期刊
Silva Fennica
Silva Fennica 农林科学-林学
CiteScore
3.50
自引率
11.10%
发文量
21
审稿时长
3 months
期刊介绍: Silva Fennica publishes significant new knowledge on forest sciences. The scope covers research on forestry and forest ecosystems. Silva Fennica aims to increase understanding on forest ecosystems, and sustainable use and conservation of forest resources. Use of forest resources includes all aspects of forestry containing biomass-based and non-timber products, economic and social factors etc.
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