GSTDTAP  > 气候变化
DOI10.1016/j.foreco.2018.06.002
Recognizing Amazonian tree species in the field using bark tissues spectra
Hadlich, Hilana Louise1,2; Durgante, Flavia Machado1; dos Santos, Joaquim1; Higuchi, Niro1; Chambers, Jeffrey Q.3; Vicentini, Alberto2
2018-11-01
发表期刊FOREST ECOLOGY AND MANAGEMENT
ISSN0378-1127
EISSN1872-7042
出版年2018
卷号427页码:296-304
文章类型Article
语种英语
国家Brazil; USA
英文摘要

The identification of tree species in the field is often a subjective process and misidentifications cause many problems for forest management in the Amazon Forest. Near infrared spectra from dried leaves of herbarium specimens are able to distinguish species in tropical forests. However, toolsto improve species identification directly in the field are needed. In this study, we tested whether spectral reflectance of bark tissues (rhytidome and phloem) collected with a portable spectrometer in the field can be used for the discrimination of tree species. Spectral data was collected for 254 trees of 8 families, 10 genera and 11 species from terra firme forests in Central Amazon with an ASD field spectrometer. Data consisted of reflectance values within 350-2500 nm wavelengths. We compared the rate of correct species recognition for different datasets using linear discriminant models. The rate of correct species assignment using this technique was 98% when using spectra from the inner bark (phloem) and 94% with outer bark (rhytidome) spectra. We suggest that the application of this technique can improve the quality of species identification directly during field inventories, fostering better forest management practices.


英文关键词Forest management Species identification VIS-NIRs Inner bark Outer bark Reflectance data
领域气候变化
收录类别SCI-E
WOS记录号WOS:000440775600032
WOS关键词NEAR-INFRARED SPECTROSCOPY ; RAIN-FOREST TREES ; WOOD ; DISCRIMINATION ; IDENTIFICATION ; REFLECTANCE ; DIVERSITY ; IDENTITY ; INNER ; NIR
WOS类目Forestry
WOS研究方向Forestry
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/23458
专题气候变化
作者单位1.INPA, CODAM, Lab Manejo Florestal, Manaus, Amazonas, Brazil;
2.INPA, CODAM, Lab Ecol & Evolucao Plantas Amazon, Manaus, Amazonas, Brazil;
3.Univ Calif Berkeley, Dept Geog, Berkeley, CA 94720 USA
推荐引用方式
GB/T 7714
Hadlich, Hilana Louise,Durgante, Flavia Machado,dos Santos, Joaquim,et al. Recognizing Amazonian tree species in the field using bark tissues spectra[J]. FOREST ECOLOGY AND MANAGEMENT,2018,427:296-304.
APA Hadlich, Hilana Louise,Durgante, Flavia Machado,dos Santos, Joaquim,Higuchi, Niro,Chambers, Jeffrey Q.,&Vicentini, Alberto.(2018).Recognizing Amazonian tree species in the field using bark tissues spectra.FOREST ECOLOGY AND MANAGEMENT,427,296-304.
MLA Hadlich, Hilana Louise,et al."Recognizing Amazonian tree species in the field using bark tissues spectra".FOREST ECOLOGY AND MANAGEMENT 427(2018):296-304.
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