兰州大学机构库

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A self-organizing forecast of day-ahead wind speed: Selective ensemble strategy based on numerical weather predictions 期刊论文
Energy, 2021, 卷号: 218
Authors:  Zhao, Jing;  Guo, Zhenhai;  Guo, Yanling;  Lin, Wantao;  Zhu, Wenjin
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Clustering algorithms  Gaussian distribution  Numerical methods  Numerical models  Optimization  Wind  Wind power  Atmospheric simulations  Ensemble performance  Gaussian Mixture Model  Group method of data handling  Numerical weather prediction  Selective ensembles  Weather research and forecasting models  Wind speed prediction  
Performance of the WRF model in simulating intense precipitation events over the Hanjiang River Basin, China – A multi-physics ensemble approach 期刊论文
Atmospheric Research, 2021, 卷号: 248
Authors:  Yang, Qianya;  Yu, Zhongbo;  Wei, Jianhui;  Yang, Chuanguo;  Gu, Huanghe;  Xiao, Mingzhong;  Shang, Shasha;  Dong, Ningpeng;  Gao, Lu;  Arnault, Joël...Yang, Qianya;  Yu, Zhongbo;  Wei, Jianhui;  Yang, Chuanguo;  Gu, Huanghe;  Xiao, Mingzhong;  Shang, Shasha;  Dong, Ningpeng;  Gao, Lu;  Arnault, Joël;  Laux, Patrick;  Kunstmann, Harald
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Losses  Precipitation (meteorology)  Predictive analytics  Watersheds  Weather forecastingClimate simulation  Ensemble approaches  Euclidean distance  Evaluation results  Intense precipitation  Numerical weather prediction models  Temporal dynamics  Weather research and forecasting models  
Prediction model oriented for landslide displacement with step-like curve by applying ensemble empirical mode decomposition and the PSO-ELM method 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 270
Authors:  Du, Han;  Song, Danqing;  Chen, Zhuo;  Shu, Heping;  Guo, Zizheng
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Landslide displacement  Three Gorges reservoir  Ensemble empirical mode decomposition  Extreme learning machine  Triggering factors  
Prediction model oriented for landslide displacement with step-like curve by applying ensemble empirical mode decomposition and the PSO-ELM method 会议论文
Journal of Cleaner Production
Authors:  Du, Han;  Song, Danqing;  Chen, Zhuo;  Shu, Heping;  Guo, Zizheng
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Deformation  Forecasting  Landslides  Mean square error  Particle swarm optimization (PSO)Calculation accuracy  Correlation coefficient  Displacement prediction  Ensemble empirical mode decomposition  Ensemble empirical mode decompositions (EEMD)  Extreme learning machine  Long term monitoring  Root mean square errors  
A combination approach based on seasonal adjustment method and echo state network for energy consumption forecasting in USA 期刊论文
ENERGY EFFICIENCY, 2020, 卷号: 13, 期号: 7, 页码: 1505-1524
Authors:  Qin, Lan;  Li, WD(李维德)
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Energy consumption prediction  Seasonal adjustment method  Echo state network  Ensemble empirical mode decomposition  Grasshopper optimization algorithm  
Combining forward with recurrent neural networks for hourly air quality prediction in Northwest of China 期刊论文
ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2020
Authors:  Zhao, ZL(赵志立);  Qin, Jian;  He, Zhaoshuang;  Li, Huan;  Yang, Y(杨裔);  Zhang, RS(张瑞生)
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Air quality  Machine learning  Serial data  SSA  Sliding window  Neural network  
Application of alternating decision tree with AdaBoost and bagging ensembles for landslide susceptibility mapping 期刊论文
CATENA, 2020, 卷号: 187
Authors:  Wu, Yanli;  Ke, Yutian;  Chen, Zhuo;  Liang, SY(梁收运);  Zhao, HL(赵红亮);  Hong, Haoyuan
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Landslides  Ensemble model  Alternating decision tree  Bagging  AdaBoost  Spatial Analysis  
CEEMD-subset-OASVR-GRNN for ozone forecasting: Xiamen and Harbin as cases 期刊论文
ATMOSPHERIC POLLUTION RESEARCH, 2020, 卷号: 11, 期号: 4
Authors:  Zhu, SL(朱素玲);  Wang, Xiao;  Shi, Naiyu;  Lu, Mingming
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Combined forecasting  Model selection  Number of individual models  Ozone prediction  
A Novel Air Quality Early-Warning System Based on Artificial Intelligence 期刊论文
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, 2019, 卷号: 16, 期号: 19
Authors:  Mo, Xinyue;  Zhang, L(张镭);  Li, Huan;  Qu, Zongxi
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air pollutant concentration prediction  air quality evaluation  air pollution early-warning handbook  Jing-Jin-Ji region  smart city construction  
Multi-model assessment of global temperature variability on different time scales 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019
Authors:  Yu, Haipeng;  Wei, Yun;  Zhang, Qiang;  Liu, Xiaoyue;  Huang, JP(黄建平);  Feng, Taichen;  Zhang, Meng
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coupled models  different time scales  surface air temperature