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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：8/0  |  提交时间：2024/03/01
Precipitation dataset  Random forest model  Spatial interpolation  Qinghai-Tibet Plateau  
Quantification of the concrete freeze-thaw environment across the Qinghai-Tibet Plateau based on machine learning algorithms 期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2024, 卷号: 21, 期号: 1
作者:  Qin, Yanhui;  Ma, Haoyuan;  Zhang, Lele;  Yin, Jinshuai;  Zheng, Xionghui;  Li, Shuo
收藏  |  浏览/下载：9/0  |  提交时间：2024/03/01
Freeze-thaw cycles  Quantification  Machine learning algorithms  Qinghai-Tibet Plateau  Concrete  
Estimating hub-height wind speed based on a machine learning algorithm:implications for wind energy assessment 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2023, 卷号: 23, 期号: 5, 页码: 13
作者:  Liu, Boming;  Ma, Xin;  Guo, Jianping;  Li, Hui;  Jin, Shikuan;  Ma, Yingying;  Gong, Wei
收藏  |  浏览/下载：34/0  |  提交时间：2023/04/13
Planning China's non-deterministic energy system (2021-2060) to achieve carbon neutrality 期刊论文
APPLIED ENERGY, 2023, 卷号: 334
作者:  Ma, Y.;  Li, Y. P.;  Huang, G. H.
收藏  |  浏览/下载：1/0  |  提交时间：2024/01/31
Quantifying aboveground biomass dynamics from charcoal degradation in Mozambique using GEDI Lidar and Landsat 期刊论文
REMOTE SENSING OF ENVIRONMENT, 2023, 卷号: 284
作者:  Liang, Mengyu;  Duncanson, Laura;  Silva, Julie A.;  Sedano, Fernando
收藏  |  浏览/下载：6/0  |  提交时间：2024/01/31
Effective Improvement of the Accuracy of Snow Cover Discrimination Using a Random Forests Algorithm Considering Multiple Factors: A Case Study of the Three-Rivers Headwater Region, Tibet Plateau 期刊论文
REMOTE SENSING, 2023, 卷号: 15, 期号: 19
作者:  He, Rui;  Qin, Yan;  Zhao, Qiudong;  Chang, Yaping;  Jin, Zizhen
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
snow cover discrimination model  random forests algorithm  shallow snow cover  Three-Rivers Headwater Region  
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：5/0  |  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：0/0  |  提交时间：2024/03/01
remote sensing  water classification  Qinghai-Tibet Plateau  random forest  google earth engine  
GIS-based mineral prospectivity mapping using machine learning methods: A case study from Zhuonuo ore district, Tibet 期刊论文
ORE GEOLOGY REVIEWS, 2023, 卷号: 161
作者:  Cheng, Hongjun;  Zheng, Youye;  Wu, Song;  Lin, Yibin;  Gao, Feng;  Lin, Decai;  Wei, Jiangang;  Wang, Shucheng;  Shu, Defu;  Wei, Shoucai;  Chen, Lie
收藏  |  浏览/下载：1/0  |  提交时间：2024/03/01
Porphyry metallogenic system  RBFLN  Gangdese polymetallic belt  Mineral prospectivity mapping  Machine learning  Random forests  
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：1/0  |  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