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植物研究所 [16]
烟台海岸带研究所 [4]
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期刊论文 [22]
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学科主题:Environmental Sciences
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Spatiotemporal Pattern of Ecosystem Respiration in China Estimated by Integration of Machine Learning With Ecological Understanding
期刊论文
GLOBAL BIOGEOCHEMICAL CYCLES, 2022, 卷号: 36, 期号: 11
作者:
Han, Lang
;
Yu, Gui-Rui
;
Chen, Zhi
;
Zhu, Xian-Jin
;
Zhang, Wei-Kang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/03/07
ecosystem respiration
eddy covariance
terrestrial ecosystem
machine learning
substrate
scale extension
A novel entropy-based method to quantify forest canopy structural complexity from multiplatform lidar point clouds
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2022, 卷号: 282
作者:
Liu, Xiaoqiang
;
Ma, Qin
;
Wu, Xiaoyong
;
Hu, Tianyu
;
Liu, Zhonghua
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
Forest canopy structural complexity
Entropy
Multiplatform lidar point clouds
Mann-Kendall test
Kernel density estimation
Analysis of UAV lidar information loss and its influence on the estimation accuracy of structural and functional traits in a meadow steppe
期刊论文
ECOLOGICAL INDICATORS, 2022, 卷号: 135
作者:
Zhao, Xiaoxia
;
Su, Yanjun
;
Hu, Tianyu
;
Cao, Mengqi
;
Liu, Xiaoqiang
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/07
UAV lidar
Information loss
TLS
Structural trait
Functional trait
Estimation of degraded grassland aboveground biomass using machine learning methods from terrestrial laser scanning data
期刊论文
ECOLOGICAL INDICATORS, 2020, 卷号: 108
作者:
Xu, Kexin
;
Su, Yanjun
;
Liu, Jin
;
Hu, Tianyu
;
Jin, Shichao
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  |  
浏览/下载:25/0
  |  
提交时间:2022/03/01
Aboveground biomass (AGB)
Degraded grassland
Machine learning
Northern agro-pastoral ecotone
Terrestrial laser scanning (TLS)
Distribution and controlling factors of soil organic carbon storage in the northeast Tibetan shrublands
期刊论文
JOURNAL OF SOILS AND SEDIMENTS, 2019, 卷号: 19, 期号: 1, 页码: 322-331
作者:
Nie, Xiuqing
;
Peng, Yunfeng
;
Li, Fan
;
Yang, Lucun
;
Xiong, Feng
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  |  
浏览/下载:14/0
  |  
提交时间:2022/01/06
Climatic factors
Shrublands Tibetan Plateau
Soil organic carbon
Soil pH
The Transferability of Random Forest in Canopy Height Estimation from Multi-Source Remote Sensing Data
期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 8
作者:
Jin, Shichao
;
Su, Yanjun
;
Gao, Shang
;
Hu, Tianyu
;
Liu, Jin
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/02/25
canopy height
Random Forest
LiDAR
multi-source
vegetation type
location
scale
Using negative soil adjustment factor in soil-adjusted vegetation index (SAVI) for aboveground living biomass estimation in arid grasslands
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 209, 页码: 439-445
作者:
Ren, Hongrui
;
Zhou, Guangsheng
;
Zhang, Feng
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  |  
浏览/下载:36/0
  |  
提交时间:2022/02/25
Aboveground living biomass
Arid grasslands
Soil adjustment factor
Soil-adjusted vegetation index
Remote sensing
Spatial distribution of forest aboveground biomass in China: Estimation through combination of spaceborne lidar, optical imagery, and forest inventory data
期刊论文
REMOTE SENSING OF ENVIRONMENT, 2016, 卷号: 173, 页码: 187-199
作者:
Su, Yanjun
;
Guo, Qinghua
;
Xue, Baolin
;
Hu, Tianyu
;
Alvarez, Otto
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  |  
浏览/下载:0/0
  |  
提交时间:2022/07/08
Forest aboveground biomass
GIAS/ICESat
Lidar
Ground inventory
China
Estimation and uncertainty analyses of grassland biomass in Northern China: Comparison of multiple remote sensing data sources and modeling approaches
期刊论文
ECOLOGICAL INDICATORS, 2016, 卷号: 60, 页码: 1031-1040
作者:
Jia, Wenxiao
;
Liu, Min
;
Yang, Yuanhe
;
He, Honglin
;
Zhu, Xudong
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2022/07/08
Grassland biomass
NDVI
Root-to-shoot ratio
Uncertainty analysis
Northern China
Mapping Global Forest Aboveground Biomass with Spaceborne LiDAR, Optical Imagery, and Forest Inventory Data
期刊论文
REMOTE SENSING, 2016, 卷号: 8, 期号: 7
作者:
Hu, Tianyu
;
Su, Yanjun
;
Xue, Baolin
;
Liu, Jin
;
Zhao, Xiaoqian
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2022/07/08
global
forest
aboveground biomass
remote sensing
LiDAR
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