Forest canopy height mapping over China using GLAS and MODIS data
文献类型：期刊论文
| 作者 | Yang Ting1; Wang Cheng1; Li GuiCai1; Luo SheZhou1; Xi XiaoHuan1; Gao Shuai1; Zeng HongCheng1 |
| 刊名 | SCIENCE CHINA-EARTH SCIENCES
 |
| 出版日期 | 2015 |
| 卷号 | 58期号:1页码:416-428 |
| 关键词 | GLAS waveform decomposition terrain index canopy height model |
| 通讯作者 | Wang, C (reprint author), Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China. |
| 英文摘要 | The Geoscience Laser Altimeter System (GLAS) accurately detects the vertical structural information of a target within its laser spot and is a promising system for the inversion of structural features and other biophysical parameters of forest ecosystems. Since the GLAS footprints are discontinuously distributed with a relativity low density, continuous vegetation height distributions cannot be mapped with a high accuracy using GLAS data alone. The MODIS BRDF product provides more forest structural information than other optical remote sensing data. This study aimed to map forest canopy heights over China from the GLAS and MODIS BRDF data. Firstly, the waveform characteristic parameters were extracted from the GLAS data by the method of wavelet analysis, and the terrain index was calculated using the ASTER GDEM data. Secondly, the model reducing the topographic influence was constructed from the waveform characteristic parameters and terrain index. Thirdly, the final canopy height estimation model was constructed from the neural network combining the canopy height estimated with the GLAS point and the MODIS BRDF data, and applied to get the continuous canopy height map over China. Finally, the map was validated by the measured data and the airborne LiDAR data, and the validation results indicated that forest canopy heights can be estimated with high accuracy from combined GLAS and MODIS data. |
| 研究领域[WOS] | Geosciences, Multidisciplinary |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000347720400009 |
| 源URL | [http://ir.ceode.ac.cn/handle/183411/38336]  |
| 专题 | 遥感与数字地球研究所_SCI/EI期刊论文_期刊论文 |
| 作者单位 | 1.[Yang Ting 2.Wang Cheng 3.Luo SheZhou 4.Xi XiaoHuan] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Key Lab Digital Earth Sci, Beijing 100094, Peoples R China 5.[Yang Ting] Univ Chinese Acad Sci, Beijing 100049, Peoples R China 6.[Li GuiCai] China Meteorol Adm, Natl Satellite Meteorol Ctr, Beijing 100081, Peoples R China 7.[Gao Shuai] Chinese Acad Sci, Inst Remote Sensing & Digital Earth, Natl Key Lab Remote Sensing, Beijing 100101, Peoples R China 8.[Zeng HongCheng] Univ Toronto, Fac Forestry, Toronto, ON M5S 3B3, Canada |
| 推荐引用方式 GB/T 7714 | Yang Ting,Wang Cheng,Li GuiCai,et al. Forest canopy height mapping over China using GLAS and MODIS data[J]. SCIENCE CHINA-EARTH SCIENCES,2015,58(1):416-428. |
| APA | Yang Ting.,Wang Cheng.,Li GuiCai.,Luo SheZhou.,Xi XiaoHuan.,...&Zeng HongCheng.(2015).Forest canopy height mapping over China using GLAS and MODIS data.SCIENCE CHINA-EARTH SCIENCES,58(1),416-428. |
| MLA | Yang Ting,et al."Forest canopy height mapping over China using GLAS and MODIS data".SCIENCE CHINA-EARTH SCIENCES 58.1(2015):416-428. |
入库方式： OAI收割
来源：遥感与数字地球研究所
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