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Plant diversity has stronger linkage with soil fungal diversity than with bacterial diversity across grasslands of northern China 期刊论文
GLOBAL ECOLOGY AND BIOGEOGRAPHY, 2022, 卷号: 31, 期号: 5, 页码: 886-900
作者:  Wang, Congwen;  Ma, Linna;  Zuo, Xiaoan;  Ye, Xuehua;  Wang, Renzhong;  Huang, Zhenying;  Liu, Guofang;  Cornelissen, Johannes H. C.
Adobe PDF(859Kb)  |  收藏  |  浏览/下载：11/0  |  提交时间：2024/03/07
grassland  microbial functional guilds  plant diversity  plant traits  plant-microbe interactions  soil microbial diversity  
Multidimensional exploration of essential oils generated via eight oregano cultivars: Compositions, chemodiversities, and antibacterial capacities 期刊论文
FOOD CHEMISTRY, 2022, 卷号: 374
作者:  Hao, Yuanpeng;  Kang, Jiamu;  Yang, Rui;  Li, Hui;  Cui, Hongxia;  Bai, Hongtong;  Tsitsilin, Andrey;  Li, Jingyi;  Shi, Lei
Adobe PDF(7581Kb)  |  收藏  |  浏览/下载：10/0  |  提交时间：2024/03/07
Oregano essential oil  Chemodiversity  Carvacrol  Random forest algorithm  Partial least squares discriminant analysis  Antibacterial activity  
Different facets of bacterial and fungal communities drive soil multifunctionality in grasslands spanning a 3500 km transect 期刊论文
FUNCTIONAL ECOLOGY, 2022, 卷号: 36, 期号: 12, 页码: 3120-3133
作者:  Ma, Linna;  Zhang, Chaoxue;  Xu, Xiaofeng;  Wang, Congwen;  Liu, Guofang;  Liang, Cunzhu;  Zuo, Xiaoan;  Wang, Chengjie;  Lv, Yixia;  Wang, Renzhong
Adobe PDF(4200Kb)  |  收藏  |  浏览/下载：9/0  |  提交时间：2024/03/07
bacteria  fungi  grassland  microbial diversity  multifunctionality  Tibetan Plateau  
Using an integrative mapping approach to identify the distribution range and conservation needs of a large threatened mammal, the Asiatic black bear, in China 期刊论文
GLOBAL ECOLOGY AND CONSERVATION, 2021, 卷号: 31
作者:  Shen, Yunyi;  Liu, Mingzhang;  Wang, Dajun;  Shen, Xiaoli;  Li, Sheng
Adobe PDF(5325Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2023/02/24
Asiatic black bear  IUCN species distribution map  Species distribution modeling  Management unit  Conservation strategy  
An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images 期刊论文
SENSORS, 2020, 卷号: 20, 期号: 22
作者:  Sun, Fei;  Fang, Fang;  Wang, Run;  Wan, Bo;  Guo, Qinghua;  Li, Hong;  Wu, Xincai
Adobe PDF(5707Kb)  |  收藏  |  浏览/下载：97/0  |  提交时间：2022/03/01
image classification  class imbalance  impartial semi-supervised learning strategy (ISS)  extreme gradient boosting (XGB)  very-high-resolution (VHR)  
Landscape-level vegetation classification and fractional woody and herbaceous vegetation cover estimation over the dryland ecosystems by unmanned aerial vehicle platform 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2019, 卷号: 278
作者:  Wang, Haozhou;  Han, Dong;  Mu, Yue;  Jiang, Lina;  Yao, Xueling;  Bai, Yongfei;  Lu, Qi;  Wang, Feng
Adobe PDF(10642Kb)  |  收藏  |  浏览/下载：105/0  |  提交时间：2022/01/06
Dryland vegetation  Machine learning  Decision tree model  Digital orthophoto map  Otindag sandy land  Semi-arid ecosystem  Classification and regression tree (CART)  
Artificial Mangrove Species Mapping Using Pleiades-1: An Evaluation of Pixel-Based and Object-Based Classifications with Selected Machine Learning Algorithms 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 2
作者:  Wang, Dezhi;  Wan, Bo;  Qiu, Penghua;  Su, Yanjun;  Guo, Qinghua;  Wu, Xincai
Adobe PDF(2967Kb)  |  收藏  |  浏览/下载：93/0  |  提交时间：2022/02/25
artificial mangrove  object-based  pixel-based  decision tree  random forest  support vector machine  
Evaluating the Performance of Sentinel-2, Landsat 8 and Pleiades-1 in Mapping Mangrove Extent and Species 期刊论文
REMOTE SENSING, 2018, 卷号: 10, 期号: 9
作者:  Wang, Dezhi;  Wan, Bo;  Qiu, Penghua;  Su, Yanjun;  Guo, Qinghua;  Wang, Run;  Sun, Fei;  Wu, Xincai
Adobe PDF(5307Kb)  |  收藏  |  浏览/下载：95/0  |  提交时间：2022/02/25
mangroves  species  Sentinel-2  Landsat 8  Pleiades-1  random forest  
Land use and land cover change in Inner Mongolia - understanding the effects of China's re-vegetation programs 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2018, 卷号: 204, 页码: 918-930
作者:  Yin, He;  Pflugmacher, Dirk;  Li, Ang;  Li, Zhengguo;  Hostert, Patrick
Adobe PDF(2143Kb)  |  收藏  |  浏览/下载：86/0  |  提交时间：2022/02/25
Land use and land cover change  Deforestation  Afforestation  Cropland retirement  MODIS time series  Trajectory-based approach  Inner Mongolia  Machine learning  Random forest  Probability scores  
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;  Guo, Qinghua
Adobe PDF(4477Kb)  |  收藏  |  浏览/下载：73/0  |  提交时间：2022/02/25
canopy height  Random Forest  LiDAR  multi-source  vegetation type  location  scale