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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
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  
Tunnel geothermal disaster susceptibility evaluation based on interpretable ensemble learning: A case study in Ya'an-Changdu section of the Sichuan-Tibet traffic corridor 期刊论文
ENGINEERING GEOLOGY, 2023, 卷号: 313
作者:  Chen, Zhe;  Chang, Ruichun;  Pei, Xiangjun;  Yu, Zhengbo;  Guo, Huadong;  He, Ziqiong;  Zhao, Wenbo;  Zhang, Quanping;  Chen, Yu
收藏  |  浏览/下载:5/0  |  提交时间:2024/03/01
Interpretability  Ensemble learning  Tunnel geothermal disasters  Susceptibility evaluation  Sichuan-Tibet traffic corridor  
A Hybrid Random Forest and Least Squares Support Vector Machine Model Based on Particle Swarm Optimization Algorithm for Slope Stability Prediction: A Case Study in Sichuan-Tibet Highway, China 期刊论文
ADVANCES IN CIVIL ENGINEERING, 2023, 卷号: 2023
作者:  Shu, Tao;  Tao, Wei;  Lu, Haotian;  Li, Hao;  Cao, Jingxuan;  Ma, Junwei
收藏  |  浏览/下载:1/0  |  提交时间:2024/03/01
Climate Change 2022: Mitigation of Climate Change 科技报告
, 2022
作者:  Jim Skea
JPEG(8Kb)  |  收藏  |  浏览/下载:133/33  |  提交时间:2022/04/06
Decoupling impacts of weather conditions on interannual variations in concentrations of criteria air pollutants in South China - constraining analysis uncertainties by using multiple analysis tools 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2022, 卷号: 22, 期号: 24, 页码: 18
作者:  Lin, Yu;  Zhang, Leiming;  Fan, Qinchu;  Meng, He;  Gao, Yang;  Gao, Huiwang;  Yao, Xiaohong
收藏  |  浏览/下载:20/0  |  提交时间:2023/04/13
Assessing spatio-temporal mapping and monitoring of climatic variability using SPEI and RF machine learning models 期刊论文
GEOCARTO INTERNATIONAL, 2022, 卷号: 37, 期号: 27
作者:  Wahla, Saadia Sultan;  Kazmi, Jamil Hasan;  Sharifi, Alireza;  Shirazi, Safdar Ali;  Tariq, Aqil;  Smith, Hayley Joyell
收藏  |  浏览/下载:0/0  |  提交时间:2024/01/31
Reporting on the State of the Climate in 2020 科技报告
, 2021
作者:  [unavailable]
Adobe PDF(154516Kb)  |  收藏  |  浏览/下载:62/17  |  提交时间:2021/11/24
Evaluating Variations in Tropical Cyclone Precipitation in Eastern Mexico Using Machine Learning Techniques 期刊论文
Journal of Geophysical Research: Atmospheres, 2021, 卷号: 126, 期号: 7
作者:  Zhu L.;  Aguilera P.
收藏  |  浏览/下载:11/0  |  提交时间:2021/07/19
MODIS-FIRMS and ground-truthing-based wildfire likelihood mapping of Sikkim Himalaya using machine learning algorithms 期刊论文
Natural Hazards, 2021
作者:  Banerjee P.
收藏  |  浏览/下载:23/0  |  提交时间:2021/09/01
Algorithm  Forest fire  GIS  Prediction map  Statistical learning