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Constructing a high-precision precipitation dataset on the data-limited Qinghai-Tibet Plateau 期刊论文
AGRICULTURAL AND FOREST METEOROLOGY, 2024, 卷号: 344
作者:  Zhu, Jingyi;  Yang, Yanzheng;  Meng, Nan;  Li, Ruonan;  Ma, Jinfeng;  Zheng, Hua
收藏  |  浏览/下载：21/0  |  提交时间：2024/03/01
Precipitation dataset  Random forest model  Spatial interpolation  Qinghai-Tibet Plateau  
Effects of climate change and anthropogenic activities on soil pH in grassland regions on the Tibetan Plateau 期刊论文
GLOBAL ECOLOGY AND CONSERVATION, 2023, 卷号: 45
作者:  Sun, Wei;  Li, Shaowei;  Zhang, Guangyu;  Fu, Gang;  Qi, Huxiao;  Li, Tianyu
收藏  |  浏览/下载：9/0  |  提交时间：2024/03/01
Soil quality  Soil degradation  Soil pH  Global change  Random forest  
Estimation of Net Ecosystem Productivity on the Tibetan Plateau Grassland from 1982 to 2018 Based on Random Forest Model 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 9
作者:  Zheng, Jiahe;  Zhang, Yangjian;  Wang, Xuhui;  Zhu, Juntao;  Zhao, Guang;  Zheng, Zhoutao;  Tao, Jian;  Zhang, Yu;  Li, Ji
收藏  |  浏览/下载：9/0  |  提交时间：2024/03/01
climate change  grassland  net ecosystem productivity  random forest model  Tibetan Plateau  
Mapping the spatial distribution of alpine shrubs on the Qinghai-Tibet Plateau using Sentinel-2 images 期刊论文
REMOTE SENSING LETTERS, 2023, 卷号: 14, 期号: 3
作者:  Liu, Linzhi;  Yang, Qichi;  Yan, Xue;  Jia, Xiaofeng;  Wang, Lihui;  Du, Yun;  Ling, Feng
收藏  |  浏览/下载：7/0  |  提交时间：2024/03/01
Qinghai-Tibet Plateau  random forest  shrub fraction  
Vegetation cover dynamics on the northeastern Qinghai-Tibet Plateau since late Marine Isotope Stage 3 期刊论文
QUATERNARY SCIENCE REVIEWS, 2023, 卷号: 318
作者:  Wang, Tao;  Huang, Xiaozhong;  Zhang, Jun;  Luo, Derui;  Zheng, Min;  Xiang, Lixiong;  Sun, Mingjie;  Ren, Xiuxiu;  Sun, Yuanhao;  Zhang, Shengrui
收藏  |  浏览/下载：20/0  |  提交时间：2024/03/01
Vegetation cover  Qinghai-Tibet Plateau  Pollen analysis  Late Marine Isotope Stage 3  Random forest method  
Spatio-temporal change monitoring for surface water on the Qinghai-Tibet Plateau from 1990 to 2020 using remote sensing 期刊论文
FRONTIERS IN EARTH SCIENCE, 2023, 卷号: 11
作者:  Sui, Tianbo;  Ye, Chengming;  Tang, Rong;  Wei, Ruilong
收藏  |  浏览/下载：2/0  |  提交时间：2024/03/01
remote sensing  water classification  Qinghai-Tibet Plateau  random forest  google earth engine  
The Status and Influencing Factors of Surface Water Dynamics on the Qinghai-Tibet Plateau During 2000-2020 期刊论文
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2023, 卷号: 61
作者:  Ran, Qinwei;  Aires, Filipe;  Ciais, Philippe;  Qiu, Chunjing;  Hu, Ronghai;  Fu, Zheng;  Xue, Kai;  Wang, Yanfen
收藏  |  浏览/下载：9/0  |  提交时间：2024/03/01
Influencing mechanism  Qinghai-Tibet plateau  random forest (RF)  spatial-temporal variability  surface water mapping  two-step classification framework  
Prediction of the Periglacial Debris Flow in Southeast Tibet Based on Imbalanced Small Sample Data 期刊论文
WATER, 2023, 卷号: 15, 期号: 2
作者:  Du, Jun;  Zhang, Hong-ya;  Hu, Kai-heng;  Wang, Lin;  Dong, Lin-yao
收藏  |  浏览/下载：6/0  |  提交时间：2024/03/01
periglacial debris flow  southeast Tibet  small sample imbalanced data  prediction model  random forest  
Express highway embankment distress and occurring probability in permafrost regions on the Qinghai-Tibet Plateau 期刊论文
TRANSPORTATION GEOTECHNICS, 2023, 卷号: 42
作者:  Huang, Yunhui;  Niu, Fujun;  Chen, Jianbing;  He, Peifeng;  Yuan, Kun;  Su, Wenji
收藏  |  浏览/下载：5/0  |  提交时间：2024/03/01
Qinghai-Tibet Plateau  Permafrost  Gonghe-Yushu Express Highway  Embankment distress  Random Forest model  
Study on the characteristics of solar shortwave irradiance and comparative analysis of short-term irradiance prediction of Yangbajing, Tibet 期刊论文
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION, 2023, 卷号: 66, 期号: 8
作者:  Wu LingXiao;  Wang YiNan;  Wang Dui;  Li Ming;  Ciren Nima;  Chen TianLu
收藏  |  浏览/下载：6/0  |  提交时间：2024/03/01
Solar irradiance  Short-term forecasting  ARIMA  Random forest (RF)  Prophet  Yangbajing