globalchange  > 气候减缓与适应
DOI: 10.3390/rs11030248
WOS记录号: WOS:000459944400036
论文题名:
Estimating the Height and Basal Area at Individual Tree and Plot Levels in Canadian Subarctic Lichen Woodlands Using Stereo WorldView-3 Images
作者: St-Onge, Benoit; Grandin, Simon
通讯作者: St-Onge, Benoit
刊名: REMOTE SENSING
ISSN: 2072-4292
出版年: 2019
卷: 11, 期:3
语种: 英语
英文关键词: high resolution ; spaceborne ; photogrammetry ; taiga ; black spruce ; stem density ; unmanned aerial vehicles
WOS关键词: CANOPY HEIGHT ; QUICKBIRD IMAGERY ; BOREAL FOREST ; BLACK SPRUCE ; MODELS ; TUNDRA ; LIDAR ; ELEVATION ; BIOMASS ; PHOTOGRAMMETRY
WOS学科分类: Remote Sensing
WOS研究方向: Remote Sensing
英文摘要:

Lichen woodlands (LW) are sparse forests that cover extensive areas in remote subarctic regions where warming due to climate change is fastest. They are difficult to study in situ or with airborne remote sensing due to their remoteness. We have tested a method for measuring individual tree heights and predicting basal area at tree and plot levels using WorldView-3 stereo images. Manual stereo measurements of tree heights were performed on short trees (2-12 m) of a LW region of Canada with a residual standard error of approximate to 0.9 m compared to accurate field or UAV height data. The number of detected trees significantly underestimated field counts, especially in peatlands in which the visual contrast between trees and ground cover was low. The heights measured from the WorldView-3 images were used to predict the basal area at individual tree level and summed up at plot level. In the best conditions (high contrast between trees and ground cover), the relationship to field basal area had a R-2 of 0.79. Accurate estimates of above ground biomass should therefore also be possible. This method could be used to calibrate an extensive remote sensing approach without in-situ measurements, e.g., by linking precise structural data to ICESAT-2 footprints.


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资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/128573
Appears in Collections:气候减缓与适应

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作者单位: Univ Quebec, Dept Geog, Montreal, PQ H3C 3P8, Canada

Recommended Citation:
St-Onge, Benoit,Grandin, Simon. Estimating the Height and Basal Area at Individual Tree and Plot Levels in Canadian Subarctic Lichen Woodlands Using Stereo WorldView-3 Images[J]. REMOTE SENSING,2019-01-01,11(3)
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